PriceForecast/logs/pricepredict.log.4

2024-07-17 21:48:42,081 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-17 22:38:19,057 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-17 22:38:19,057 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset/pricepredict.csv
2024-07-17 22:53:10,832 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-17 22:54:01,329 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-17 22:55:17,623 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-17 23:04:08,357 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-17 23:08:28,811 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-17 23:09:54,860 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-17 23:11:31,416 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-17 23:25:03,345 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-17 23:27:42,687 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 00:02:55,414 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 00:04:37,031 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 00:15:11,427 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 00:28:46,393 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 00:40:19,122 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 00:42:50,681 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 00:44:28,275 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 00:49:41,752 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 00:52:43,998 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 01:00:57,203 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 01:02:38,332 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 01:05:39,759 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 01:12:11,013 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 09:06:13,320 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 11:07:23,849 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 11:20:43,088 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 11:23:40,365 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 11:25:13,938 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 11:32:35,093 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 11:35:08,553 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 11:39:15,941 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 11:44:11,519 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 12:33:22,252 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 12:37:42,800 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 12:40:33,259 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 12:45:03,297 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 12:57:21,014 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 13:00:51,222 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 13:07:52,425 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
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2024-07-18 13:09:50,639 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-18 13:09:50,640 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-18 13:13:35,903 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-18 13:13:35,904 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-18 13:43:27,308 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-18 13:43:27,309 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-18 14:23:57,231 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-18 14:24:51,666 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-18 14:24:51,666 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-18 14:29:07,516 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-18 14:29:07,518 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-18 14:55:30,524 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-18 14:58:47,732 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-18 15:00:40,406 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-18 15:20:17,102 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-18 15:24:51,976 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-19 09:25:46,975 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-19 09:37:36,142 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-19 09:40:48,239 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-19 11:09:42,363 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-19 11:09:42,364 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-19 13:56:03,803 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-19 14:06:46,391 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-19 16:15:18,955 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-19 16:16:01,648 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-19 16:32:10,409 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-19 17:01:23,444 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-19 17:16:11,510 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-19 17:17:43,907 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-19 17:35:07,076 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-19 17:39:42,804 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-19 17:57:16,961 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-19 17:57:16,964 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-19 18:13:04,014 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-19 18:13:04,014 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-22 15:53:57,390 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-31 13:28:56,422 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-1000--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 13:29:14,748 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-31 13:29:14,748 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-31 13:30:01,777 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-07-31 13:30:01,777 - predict_logger - INFO - <20><><EFBFBD>ݼ<EFBFBD><DDBC><EFBFBD>С...2395<EFBFBD><EFBFBD>508<EFBFBD><EFBFBD>
2024-07-31 13:35:40,334 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-1000--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 13:35:52,592 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-31 13:35:52,592 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-31 13:36:41,864 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-07-31 13:36:41,865 - predict_logger - INFO - <20><><EFBFBD>ݼ<EFBFBD><DDBC><EFBFBD>С...2395<EFBFBD><EFBFBD>508<EFBFBD><EFBFBD>
2024-07-31 13:39:22,474 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-1000--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 13:39:32,695 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-31 13:39:32,695 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-31 13:40:23,223 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-07-31 13:40:23,223 - predict_logger - INFO - <20><><EFBFBD>ݼ<EFBFBD><DDBC><EFBFBD>С...2395<EFBFBD><EFBFBD>508<EFBFBD><EFBFBD>
2024-07-31 13:41:30,333 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 13:41:40,676 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-31 13:41:40,676 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-31 13:42:40,450 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-07-31 13:42:40,450 - predict_logger - INFO - <20><><EFBFBD>ݼ<EFBFBD><DDBC><EFBFBD>С...2395<EFBFBD><EFBFBD>508<EFBFBD><EFBFBD>
2024-07-31 13:48:34,775 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 13:48:45,602 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-31 13:48:45,602 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-31 13:49:42,958 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-07-31 13:49:42,960 - predict_logger - INFO - <20><><EFBFBD>ݼ<EFBFBD><DDBC><EFBFBD>С...2395<EFBFBD><EFBFBD>508<EFBFBD><EFBFBD>
2024-07-31 13:58:52,180 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 13:59:08,626 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-31 13:59:08,627 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-31 14:16:05,837 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 14:16:24,581 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-31 14:16:24,582 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-31 14:17:42,526 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-07-31 14:17:42,527 - predict_logger - INFO - <20><><EFBFBD>ݼ<EFBFBD><DDBC><EFBFBD>С...2395<EFBFBD><EFBFBD>508<EFBFBD><EFBFBD>
2024-07-31 14:35:23,582 - predict_logger - INFO - ѵ<><D1B5>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD>...
2024-07-31 14:35:23,583 - predict_logger - INFO - ģ<><C4A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD>...
2024-07-31 14:57:41,507 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 14:57:55,518 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-31 14:57:55,518 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-31 14:58:46,932 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-07-31 14:58:46,934 - predict_logger - INFO - <20><><EFBFBD>ݼ<EFBFBD><DDBC><EFBFBD>С...2395<EFBFBD><EFBFBD>508<EFBFBD><EFBFBD>
2024-07-31 15:02:44,378 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 15:02:57,204 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-31 15:02:57,205 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-31 15:03:52,348 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-07-31 15:03:52,349 - predict_logger - INFO - <20><><EFBFBD>ݼ<EFBFBD><DDBC><EFBFBD>С...2395<EFBFBD><EFBFBD>508<EFBFBD><EFBFBD>
2024-07-31 15:10:02,599 - predict_logger - INFO - ѵ<><D1B5>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD>...
2024-07-31 15:10:02,600 - predict_logger - INFO - ģ<><C4A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD>...
2024-07-31 15:17:38,721 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 15:17:55,613 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-31 15:17:55,614 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-31 15:18:51,253 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-07-31 15:18:51,255 - predict_logger - INFO - <20><><EFBFBD>ݼ<EFBFBD><DDBC><EFBFBD>С...2395<EFBFBD><EFBFBD>508<EFBFBD><EFBFBD>
2024-07-31 15:25:05,006 - predict_logger - INFO - ѵ<><D1B5>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD>...
2024-07-31 15:25:05,007 - predict_logger - INFO - ģ<><C4A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD>...
2024-07-31 15:26:06,098 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 15:26:23,303 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-31 15:26:23,304 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-31 15:27:25,601 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-07-31 15:27:25,601 - predict_logger - INFO - <20><><EFBFBD>ݼ<EFBFBD><DDBC><EFBFBD>С...2395<EFBFBD><EFBFBD>508<EFBFBD><EFBFBD>
2024-07-31 15:33:52,422 - predict_logger - INFO - ѵ<><D1B5>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD>...
2024-07-31 15:33:52,423 - predict_logger - INFO - ģ<><C4A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD>...
2024-07-31 15:37:05,311 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 15:37:20,094 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-31 15:37:20,095 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-31 15:38:17,345 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-07-31 15:38:17,346 - predict_logger - INFO - <20><><EFBFBD>ݼ<EFBFBD><DDBC><EFBFBD>С...2395<EFBFBD><EFBFBD>508<EFBFBD><EFBFBD>
2024-07-31 15:44:32,678 - predict_logger - INFO - ѵ<><D1B5>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD>...
2024-07-31 15:44:32,679 - predict_logger - INFO - ģ<><C4A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD>...
2024-07-31 15:46:04,943 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 15:46:24,633 - predict_logger - INFO - BinanceAPI<50><49>ʼ<EFBFBD><CABC><EFBFBD>ɹ<EFBFBD>
2024-07-31 15:46:24,634 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-31 15:47:36,324 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-07-31 15:47:36,325 - predict_logger - INFO - <20><><EFBFBD>ݼ<EFBFBD><DDBC><EFBFBD>С...2395<EFBFBD><EFBFBD>508<EFBFBD><EFBFBD>
2024-07-31 15:54:05,130 - predict_logger - INFO - ѵ<><D1B5>ģ<EFBFBD><C4A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD>...
2024-07-31 15:54:05,131 - predict_logger - INFO - ģ<><C4A3><EFBFBD><EFBFBD><EFBFBD><EFBFBD>...
2024-07-31 16:32:19,677 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 16:32:41,564 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-31 16:33:47,577 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-07-31 16:46:20,789 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 16:46:41,913 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-31 16:47:53,421 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-07-31 16:56:13,725 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 16:56:30,566 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-31 16:57:26,637 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-07-31 16:58:40,423 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 16:58:55,811 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-07-31 17:00:05,880 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-07-31 21:31:42,819 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-1000--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 21:31:52,022 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 21:31:52,022 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 22:04:52,567 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-1000--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 22:05:00,688 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-07-31 22:05:00,688 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD>
2024-08-05 17:24:21,807 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-05 17:24:38,047 - predict_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>100,100,False,False,True,14,30,5
2024-08-05 17:25:23,411 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-05 17:25:33,489 - predict_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>100,100,False,False,True,14,30,5
2024-08-05 17:25:33,490 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-05 17:26:24,849 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-05 17:27:11,023 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-05 17:27:23,967 - predict_logger - INFO - ѵ<><D1B5><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>100,100,False,False,True,14,30,5
2024-08-05 17:27:23,967 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-05 17:28:08,662 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-05 17:34:59,776 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-05 17:35:54,540 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-05 17:36:05,284 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-05 17:37:53,282 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-05 17:38:02,885 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-05 17:38:47,025 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-05 17:44:32,436 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-05 17:44:42,277 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-05 17:45:26,244 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-05 17:46:08,440 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-05 17:46:18,109 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-05 17:47:05,074 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-05 17:51:13,656 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-05 17:52:12,305 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-05 17:56:33,205 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-05 17:57:37,583 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-05 17:58:50,197 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-05 22:39:20,622 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-05 22:40:21,554 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-05 23:21:25,629 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-05 23:22:35,594 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 00:04:01,306 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 00:04:51,571 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 00:46:23,453 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 00:47:39,607 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 01:29:50,275 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 01:30:51,207 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 02:18:29,399 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 02:20:01,490 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 03:06:25,870 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 03:07:17,812 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 03:53:07,089 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 03:53:57,973 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 04:39:56,584 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 04:40:46,701 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 05:27:16,622 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 05:28:08,112 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 06:14:08,504 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 06:15:00,324 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 07:02:59,427 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 07:03:51,333 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 07:39:23,566 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 07:40:35,637 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 09:39:13,167 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 09:40:05,510 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 10:30:20,745 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 10:31:13,169 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 10:40:27,155 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 10:41:14,302 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 10:53:56,020 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 10:55:59,451 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 10:56:55,879 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 11:15:18,938 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 11:16:11,075 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 11:52:23,972 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 11:53:55,316 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 13:12:41,298 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 13:14:03,308 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 13:14:09,260 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 13:16:06,260 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 13:17:01,496 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 13:20:55,169 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 13:21:47,003 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 13:35:42,757 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 13:37:10,416 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 13:44:23,806 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 13:45:06,434 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 13:47:51,451 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 14:01:23,370 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 14:01:23,371 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 14:03:40,073 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 14:04:34,507 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 14:06:25,824 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 14:06:25,826 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 14:09:09,851 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 14:09:09,851 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 14:15:33,278 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 14:15:33,279 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 14:20:56,092 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 14:20:56,093 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 14:24:24,310 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 14:24:24,311 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 14:25:29,329 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 14:25:29,330 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 14:27:11,607 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 14:27:11,608 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 14:28:17,280 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 14:28:17,281 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 14:28:23,928 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 14:28:23,931 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 14:29:33,219 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 14:29:33,220 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 14:29:39,937 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 14:29:39,938 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 14:34:19,037 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 14:34:19,037 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 14:35:13,169 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 14:35:13,170 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 14:35:19,377 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 14:35:19,377 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 14:36:25,725 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 14:36:25,725 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 14:36:32,305 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>14-7-50-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-2024-07-03-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-08-06 14:36:32,306 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 14:56:19,626 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 14:59:57,460 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 15:00:40,165 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 15:01:37,345 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 15:02:58,960 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 15:03:55,419 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-06 15:10:41,714 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-06 15:11:51,125 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-12 10:38:15,767 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-12 10:39:05,606 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-12 10:39:56,924 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-12 10:40:51,274 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-12 11:26:01,364 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>10-5-1000--100-̼<><CCBC>﮺ϲ<EFAEBA><CFB2><EFBFBD><EFBFBD><EFBFBD>.csv-<2D><>̼<EFBFBD>۸<EFBFBD>
2024-08-12 11:26:07,383 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>10-5-1000--100-̼<><CCBC>﮺ϲ<EFAEBA><CFB2><EFBFBD><EFBFBD><EFBFBD>.csv-<2D><>̼<EFBFBD>۸<EFBFBD>
2024-08-12 11:26:23,122 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\̼<EFBFBD><EFBFBD>﮺ϲ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.csv
2024-08-12 11:27:08,217 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>10-5-1000--100-̼<><CCBC>﮺ϲ<EFAEBA><CFB2><EFBFBD><EFBFBD><EFBFBD>.csv-<2D><>̼<EFBFBD>۸<EFBFBD>
2024-08-12 11:27:17,978 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\̼<EFBFBD><EFBFBD>﮺ϲ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.csv
2024-08-12 11:29:53,273 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>10-5-1000--100-̼<><CCBC>﮺ϲ<EFAEBA><CFB2><EFBFBD><EFBFBD><EFBFBD>.csv-<2D><>̼<EFBFBD>۸<EFBFBD>
2024-08-12 11:30:03,685 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\̼<EFBFBD><EFBFBD>﮺ϲ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.csv
2024-08-12 11:30:03,859 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-12 11:35:03,177 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>10-5-10--100-̼<><CCBC>﮺ϲ<EFAEBA><CFB2><EFBFBD><EFBFBD><EFBFBD>.csv-<2D><>̼<EFBFBD>۸<EFBFBD>
2024-08-12 11:35:15,709 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\̼<EFBFBD><EFBFBD>﮺ϲ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.csv
2024-08-12 11:35:15,866 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-12 11:41:23,524 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>10-5-10--100-̼<><CCBC>﮺ϲ<EFAEBA><CFB2><EFBFBD><EFBFBD><EFBFBD>.csv-<2D><>̼<EFBFBD>۸<EFBFBD>
2024-08-12 11:41:36,131 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\̼<EFBFBD><EFBFBD>﮺ϲ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.csv
2024-08-12 11:41:36,277 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-12 11:42:48,994 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>10-5-10--100-̼<><CCBC>﮺ϲ<EFAEBA><CFB2><EFBFBD><EFBFBD><EFBFBD>.csv-<2D><>̼<EFBFBD>۸<EFBFBD>
2024-08-12 11:42:59,231 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\̼<EFBFBD><EFBFBD>﮺ϲ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.csv
2024-08-12 11:42:59,360 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-12 11:44:11,159 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>10-5-10--100-̼<><CCBC>﮺ϲ<EFAEBA><CFB2><EFBFBD><EFBFBD><EFBFBD>.csv-<2D><>̼<EFBFBD>۸<EFBFBD>
2024-08-12 11:44:20,618 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\̼<EFBFBD><EFBFBD>﮺ϲ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.csv
2024-08-12 11:44:20,755 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-12 11:44:38,186 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>10-5-10--100-̼<><CCBC>﮺ϲ<EFAEBA><CFB2><EFBFBD><EFBFBD><EFBFBD>.csv-<2D><>̼<EFBFBD>۸<EFBFBD>
2024-08-12 11:44:47,544 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\̼<EFBFBD><EFBFBD>﮺ϲ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.csv
2024-08-12 11:44:47,682 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-12 13:15:17,334 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>10-5-10--100-̼<><CCBC>﮺ϲ<EFAEBA><CFB2><EFBFBD><EFBFBD><EFBFBD>.csv-<2D><>̼<EFBFBD>۸<EFBFBD>
2024-08-12 13:15:33,810 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\̼<EFBFBD><EFBFBD>﮺ϲ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.csv
2024-08-12 13:15:33,986 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-12 13:16:18,876 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>10-5-10--100-̼<><CCBC>﮺ϲ<EFAEBA><CFB2><EFBFBD><EFBFBD><EFBFBD>.csv-<2D><>̼<EFBFBD>۸<EFBFBD>
2024-08-12 13:16:28,748 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\̼<EFBFBD><EFBFBD>﮺ϲ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.csv
2024-08-12 13:16:28,896 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-12 13:17:29,775 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>10-5-10--100-̼<><CCBC>﮺ϲ<EFAEBA><CFB2><EFBFBD><EFBFBD><EFBFBD>.csv-<2D><>̼<EFBFBD>۸<EFBFBD>
2024-08-12 13:17:39,182 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\̼<EFBFBD><EFBFBD>﮺ϲ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.csv
2024-08-12 13:17:39,322 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-12 13:21:03,574 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>10-5-10--100-̼<><CCBC>﮺ϲ<EFAEBA><CFB2><EFBFBD><EFBFBD><EFBFBD>.csv-<2D><>̼<EFBFBD>۸<EFBFBD>
2024-08-12 13:21:13,528 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\̼<EFBFBD><EFBFBD>﮺ϲ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.csv
2024-08-12 13:23:32,702 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>10-5-10--100-̼<><CCBC>﮺ϲ<EFAEBA><CFB2><EFBFBD><EFBFBD><EFBFBD>.csv-<2D><>̼<EFBFBD>۸<EFBFBD>
2024-08-12 13:23:42,558 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\̼<EFBFBD><EFBFBD>﮺ϲ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.csv
2024-08-12 13:23:48,555 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-12 13:26:47,741 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>10-5-10--100-̼<><CCBC>﮺ϲ<EFAEBA><CFB2><EFBFBD><EFBFBD><EFBFBD>.csv-<2D><>̼<EFBFBD>۸<EFBFBD>
2024-08-12 13:26:58,059 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\̼<EFBFBD><EFBFBD>﮺ϲ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.csv
2024-08-12 13:27:00,300 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-12 13:28:42,364 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>10-5-10--100-̼<><CCBC>﮺ϲ<EFAEBA><CFB2><EFBFBD><EFBFBD><EFBFBD>.csv-<2D><>̼<EFBFBD>۸<EFBFBD>
2024-08-12 13:29:16,507 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-12 13:30:35,093 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-12 13:40:47,496 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-12 13:42:37,274 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-16 16:23:47,837 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-16 16:56:07,687 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-16 17:02:39,794 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-16 17:05:48,524 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-16 17:37:57,354 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-16 17:40:06,075 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-21 15:59:06,520 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-21 16:01:14,340 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-22 11:15:37,623 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-22 11:16:37,937 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-22 11:20:45,937 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-22 11:22:52,357 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-22 12:39:57,320 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-22 12:41:38,580 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-08-22 16:19:58,351 - predict_logger - INFO - δ<><CEB4><EFBFBD><EFBFBD>Eta<74><61><EFBFBD><EFBFBD>,<2C><><EFBFBD><EFBFBD>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-08-22 16:22:10,339 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-09-10 15:31:49,082 - predict_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-09-10 15:33:15,107 - predict_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-09-10 15:33:57,111 - predict_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-09-10 15:35:14,994 - predict_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-09-10 15:35:14,994 - predict_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-09-10 15:38:51,009 - predict_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-09-10 15:38:51,010 - predict_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-09-10 15:41:40,995 - predict_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-09-10 15:41:40,996 - predict_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-09-10 15:58:59,721 - predict_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-09-10 16:01:00,862 - predict_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-09-10 16:01:51,407 - predict_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-09-10 16:02:57,304 - predict_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-09-10 16:02:57,304 - predict_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-09-10 16:04:32,879 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-09-10 17:38:53,006 - predict_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-09-10 17:38:53,008 - predict_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-09-10 17:40:33,522 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-09-10 17:42:11,420 - predict_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-09-10 17:42:11,421 - predict_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-09-10 17:43:45,759 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-09-10 18:12:50,756 - predict_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-09-10 18:12:50,757 - predict_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-09-10 18:14:36,609 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-09-11 09:51:24,223 - predict_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-09-11 09:51:24,225 - predict_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-09-11 09:53:02,680 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-09-11 10:13:50,553 - predict_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-09-11 10:13:50,554 - predict_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-09-11 10:15:38,424 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-09-11 10:30:28,999 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ds<64><73><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 10:30:29,001 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>2<EFBFBD><32><EFBFBD><EFBFBD><EFBFBD><EFBFBD>y<EFBFBD><79><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 10:30:29,002 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>3<EFBFBD><33><EFBFBD><EFBFBD><EFBFBD><EFBFBD>WTI<54><49>Ծ<EFBFBD><D4BE>Լ<EFBFBD><D4BC><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 10:30:29,172 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>4<EFBFBD><34><EFBFBD><EFBFBD><EFBFBD><EFBFBD>WTI<54><49>24<32><34>Լ<EFBFBD><D4BC><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 10:30:29,363 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>5<EFBFBD><35><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD>:ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 10:30:29,513 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>6<EFBFBD><36><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӡ<EFBFBD><D3A1>ԭ<EFBFBD><D4AD><EFBFBD><EFBFBD>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD><DBB8><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 10:30:29,699 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>7<EFBFBD><37><EFBFBD><EFBFBD><EFBFBD><EFBFBD>SCԭ<43><D4AD><EFBFBD>ڻ<EFBFBD><DABB>۸<EFBFBD><DBB8><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 10:30:29,877 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>8<EFBFBD><38><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(<28><>Ծ<EFBFBD><D4BE>Լ):INEԭ<45><D4AD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 10:30:30,045 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>9<EFBFBD><39><EFBFBD><EFBFBD><EFBFBD><EFBFBD>INE SC c1<63><31><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 10:30:30,212 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>10<31><30><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(<28><><EFBFBD><EFBFBD>):INEԭ<45><D4AD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 10:30:30,436 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>11<31><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼ۣ<CCBC><DBA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>INEԭ<45><D4AD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 10:30:30,621 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>12<31><32><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ICE Brent c14<31><34><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:23:33,124 - predict_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-09-11 16:23:33,126 - predict_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-09-11 16:24:26,501 - predict_logger - INFO - ȫ<><C8AB>ԭ<EFBFBD>Ϳ<EFBFBD><CDBF>棨<EFBFBD>޳<EFBFBD><DEB3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-11 16:24:27,040 - predict_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD>ͺ<EFBFBD>½<EFBFBD><C2BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-11 16:24:27,043 - predict_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>½<EFBFBD>Ͽ<EFBFBD><CFBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-11 16:24:28,992 - predict_logger - INFO - Kpler-ɳ<><C9B3>ԭ<EFBFBD>ͳ<EFBFBD><CDB3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-11 16:24:28,999 - predict_logger - INFO - Saudi-Kuwaiti Neutral Zone<6E><65><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-11 16:24:29,006 - predict_logger - INFO - Kpler-OPEC<45>ж<EFBFBD>ԭ<EFBFBD>ͺ<EFBFBD><CDBA>˳<EFBFBD><CBB3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-11 16:24:29,008 - predict_logger - INFO - Kpler-<2D><><EFBFBD><EFBFBD>˹ԭ<CBB9>ͺ<EFBFBD><CDBA>˳<EFBFBD><CBB3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-11 16:24:29,014 - predict_logger - INFO - iraq<61><71><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-11 16:24:29,023 - predict_logger - INFO - Mexico<63><6F><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-11 16:24:29,034 - predict_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-11 16:24:29,038 - predict_logger - INFO - Venezuela<6C><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-11 16:24:29,075 - predict_logger - INFO - <20><><EFBFBD><EFBFBD>ԭ<EFBFBD>ͺ<EFBFBD><CDBA>˳<EFBFBD><CBB3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-11 16:24:29,873 - predict_logger - INFO -                  <20>ն<EFBFBD>(215)                        <20>ܶ<EFBFBD>(225)     28<32><38>(1)       <20>¶<EFBFBD>(7)      61<36><31>(1)
0    <20>й<EFBFBD>:ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A><><EFBFBD>ں<EFBFBD><DABA><EFBFBD>(<28><><EFBFBD><EFBFBD><EFBFBD>۰<EFBFBD>̨)   <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>ֵ  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ȼ<EFBFBD><C8BC><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD>     <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>  PADD5<44><35><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD>
1          <20>й<EFBFBD>:ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A>۰<EFBFBD>̨<EFBFBD><CCA8><EFBFBD><EFBFBD>         <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>ֵ             PADD1<44><31><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD>            
2           <20>й<EFBFBD>:ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A><><EFBFBD>ʺ<EFBFBD><CABA><EFBFBD>   <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>ֵ             PADD2<44><32><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD>            
3           ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ں<EFBFBD><DABA><EFBFBD>  <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>ֵ             PADD3<44><33><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD>            
4           ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʺ<EFBFBD><CABA><EFBFBD>   <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>ֵ             PADD4<44><34><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD>            
..                   ...                            ...        ...         ...         ...
220                                            DOE-<2D><>ú<EFBFBD><C3BA><EFBFBD><EFBFBD>                                   
221                                      doedtprd index                                   
222                                      CFFDQMMN INDEX                                   
223                                         C2403083739                                   
224                                         C2404167878                                   

[225 rows x 5 columns]
2024-09-11 16:24:29,903 - predict_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>461,<2C>ն<EFBFBD>(215),<2C>ܶ<EFBFBD>(225),28<32><38>(1),<2C>¶<EFBFBD>(7),61<36><31>(1)
        <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. <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>
    
2024-09-11 16:24:29,904 - predict_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-09-11 16:25:14,187 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-09-11 16:25:14,205 - predict_logger - INFO - Training set head:
2024-09-11 16:25:14,207 - predict_logger - INFO -              ds  <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>ֵ  <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>ֵ  <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>ֵ  <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>ֵ  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1413 2020-09-08                          66.7                    71.8                          86.4                           63.9  ...               0.0             0.0            0.0          0.0          1
1412 2020-09-09                          66.7                    71.8                          86.4                           63.9  ...               0.0             0.0            0.0          0.0          1
1411 2020-09-10                          66.7                    71.8                          86.4                           63.9  ...               0.0             0.0            0.0          0.0          1
1410 2020-09-11                          64.6                    75.8                          83.4                           72.8  ...               0.0             0.0            0.0          0.0          1
1407 2020-09-14                          64.6                    75.8                          83.4                           72.8  ...               0.0             0.0            0.0          0.0          1

[5 rows x 477 columns]
2024-09-11 16:25:14,757 - predict_logger - INFO - 
Testing set head:
2024-09-11 16:25:14,758 - predict_logger - INFO -              ds  <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>ֵ  <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>ֵ  <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>ֵ  <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>ֵ  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1130 2021-06-18                          87.6                    92.2                          82.1                           92.5  ...               0.0             0.0            0.0          0.0          1
1127 2021-06-21                          87.6                    92.2                          82.1                           92.5  ...               0.0             0.0            0.0          0.0          1
1126 2021-06-22                          87.6                    92.2                          82.1                           92.5  ...               0.0             0.0            0.0          0.0          1
1125 2021-06-23                          87.6                    92.2                          82.1                           92.5  ...               0.0             0.0            0.0          0.0          1
1124 2021-06-24                          87.6                    92.2                          82.1                           92.5  ...               0.0             0.0            0.0          0.0          1

[5 rows x 477 columns]
2024-09-11 16:38:48,325 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ds<64><73><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:48,327 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>2<EFBFBD><32><EFBFBD><EFBFBD><EFBFBD><EFBFBD>y<EFBFBD><79><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:48,328 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>3<EFBFBD><33><EFBFBD><EFBFBD><EFBFBD><EFBFBD>WTI<54><49>Ծ<EFBFBD><D4BE>Լ<EFBFBD><D4BC><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:48,500 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>4<EFBFBD><34><EFBFBD><EFBFBD><EFBFBD><EFBFBD>WTI<54><49>24<32><34>Լ<EFBFBD><D4BC><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:48,732 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>5<EFBFBD><35><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD>:ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:48,962 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>6<EFBFBD><36><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӡ<EFBFBD><D3A1>ԭ<EFBFBD><D4AD><EFBFBD><EFBFBD>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD><DBB8><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:49,137 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>7<EFBFBD><37><EFBFBD><EFBFBD><EFBFBD><EFBFBD>SCԭ<43><D4AD><EFBFBD>ڻ<EFBFBD><DABB>۸<EFBFBD><DBB8><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:49,303 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>8<EFBFBD><38><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(<28><>Ծ<EFBFBD><D4BE>Լ):INEԭ<45><D4AD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:49,489 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>9<EFBFBD><39><EFBFBD><EFBFBD><EFBFBD><EFBFBD>INE SC c1<63><31><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:49,646 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>10<31><30><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(<28><><EFBFBD><EFBFBD>):INEԭ<45><D4AD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:49,854 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>11<31><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼ۣ<CCBC><DBA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>INEԭ<45><D4AD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:50,029 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>12<31><32><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ICE Brent c14<31><34><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:50,191 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ds<64><73><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:50,192 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>2<EFBFBD><32><EFBFBD><EFBFBD><EFBFBD><EFBFBD>y<EFBFBD><79><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:50,192 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>3<EFBFBD><33><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:ԭ<>ͺ<EFBFBD>ʯ<EFBFBD>Ͳ<EFBFBD>Ʒ(<28><><EFBFBD><EFBFBD>ս<EFBFBD><D5BD>ʯ<EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD>)<29><><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:50,360 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>4<EFBFBD><34><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD>ͳ<EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD>ܿ<EFBFBD><DCBF>棨<EFBFBD><E6A3A8>SPR<50><52><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:50,514 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>5<EFBFBD><35><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD>ͣ<EFBFBD>ɽ<EFBFBD><C9BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڿ<EFBFBD><DABF>棺<EFBFBD>¿ھ<C2BF><DABE><EFBFBD><EFBFBD>ܣ<EFBFBD><DCA3><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:50,737 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>6<EFBFBD><36><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD>ͣ<EFBFBD><CDA3><EFBFBD><EFBFBD><EFBFBD>ѹ<EFBFBD><D1B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ʣ<EFBFBD>ɽ<EFBFBD><C9BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܣ<EFBFBD><DCA3><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:50,964 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>7<EFBFBD><37><EFBFBD><EFBFBD><EFBFBD><EFBFBD>PADD1<44><31><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:51,148 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>8<EFBFBD><38><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:51,385 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>9<EFBFBD><39><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ս<EFBFBD>Դ<EFBFBD><D4B4><EFBFBD>ԭ<EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:51,602 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>10<31><30><EFBFBD><EFBFBD><EFBFBD><EFBFBD>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><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:51,774 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>11<31><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ִ<EFBFBD>к<EFBFBD><D0BA><EFBFBD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ں<EFBFBD><DABA><EFBFBD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:51,942 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>12<31><32><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ȫ<EFBFBD><C8AB>ԭ<EFBFBD><D4AD>½<EFBFBD>Ͽ<EFBFBD><CFBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-11 16:38:54,140 - predict_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD>ϴ<EFBFBD><CFB4><EFBFBD>...
2024-09-11 16:38:54,151 - predict_logger - INFO - upload_data:
2024-09-11 16:38:59,618 - predict_logger - INFO - {'confirmFlg': False, 'data': 'RP-20240911-00007168', 'status': True}
2024-09-11 16:39:01,315 - predict_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-09-13 09:37:15,165 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>40-5-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-09-13 09:37:40,333 - predict_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-09-13 09:37:40,333 - predict_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-09-13 09:38:30,898 - predict_logger - INFO - ȫ<><C8AB>ԭ<EFBFBD>Ϳ<EFBFBD><CDBF>棨<EFBFBD>޳<EFBFBD><DEB3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 09:38:31,381 - predict_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD>ͺ<EFBFBD>½<EFBFBD><C2BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 09:38:31,389 - predict_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>½<EFBFBD>Ͽ<EFBFBD><CFBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 09:38:33,162 - predict_logger - INFO - Kpler-OPEC+ԭ<>ͺ<EFBFBD><CDBA>˳<EFBFBD><CBB3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 09:38:33,164 - predict_logger - INFO - Kpler-OPEC+<2B><><EFBFBD><EFBFBD>OPEC<45><43>ԭ<EFBFBD>ͺ<EFBFBD><CDBA>˳<EFBFBD><CBB3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 09:38:33,166 - predict_logger - INFO - Kpler-OPECԭ<43>ͺ<EFBFBD><CDBA>˳<EFBFBD><CBB3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 09:38:33,172 - predict_logger - INFO - iraq<61><71><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 09:38:33,175 - predict_logger - INFO - Kpler-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD>ͺ<EFBFBD><CDBA>˳<EFBFBD><CBB3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 09:38:33,182 - predict_logger - INFO - Mexico<63><6F><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 09:38:33,183 - predict_logger - INFO - Iran<61><6E><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 09:38:33,188 - predict_logger - INFO - Libya<79><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 09:38:33,200 - predict_logger - INFO - Equatorial Guinea<65><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 09:38:33,206 - predict_logger - INFO - Azerbaijan<61><6E><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 09:38:33,765 - predict_logger - INFO -                  <20>ն<EFBFBD>(215)                        <20>ܶ<EFBFBD>(224)       <20>¶<EFBFBD>(8)     61<36><31>(1)
0    <20>й<EFBFBD>:ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A><><EFBFBD>ں<EFBFBD><DABA><EFBFBD>(<28><><EFBFBD><EFBFBD><EFBFBD>۰<EFBFBD>̨)   <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>ֵ     <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>  <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ȼ<EFBFBD><C8BC><EFBFBD>Ͳ<EFBFBD><CDB2><EFBFBD>
1          <20>й<EFBFBD>:ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A>۰<EFBFBD>̨<EFBFBD><CCA8><EFBFBD><EFBFBD>         <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>ֵ  PADD1<44><31><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD>           
2           <20>й<EFBFBD>:ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A><><EFBFBD>ʺ<EFBFBD><CABA><EFBFBD>   <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>ֵ  PADD2<44><32><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD>           
3           ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ں<EFBFBD><DABA><EFBFBD>  <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>ֵ  PADD3<44><33><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD>           
4           ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʺ<EFBFBD><CABA><EFBFBD>   <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>ֵ  PADD4<44><34><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD>           
..                   ...                            ...         ...        ...
219                                            DOE-<2D><>ú<EFBFBD><C3BA><EFBFBD><EFBFBD>                       
220                                      doedtprd index                       
221                                      CFFDQMMN INDEX                       
222                                         C2403083739                       
223                                         C2404167878                       

[224 rows x 4 columns]
2024-09-13 09:38:33,791 - predict_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>461,<2C>ն<EFBFBD>(215),<2C>ܶ<EFBFBD>(224),<2C>¶<EFBFBD>(8),61<36><31>(1)
        <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>
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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>ֵ
        <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Է<EFBFBD><D4B7><EFBFBD><EFBFBD><EFBFBD>
    
2024-09-13 09:38:33,793 - predict_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-09-13 09:39:21,637 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-09-13 09:39:21,655 - predict_logger - INFO - Training set head:
2024-09-13 09:39:21,656 - predict_logger - INFO -              ds  <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>ֵ  <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>ֵ  <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>ֵ  <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>ֵ  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1413 2020-09-08                          66.7                    71.8                          86.4                           63.9  ...               0.0             0.0            0.0          0.0          1
1412 2020-09-09                          66.7                    71.8                          86.4                           63.9  ...               0.0             0.0            0.0          0.0          1
1411 2020-09-10                          66.7                    71.8                          86.4                           63.9  ...               0.0             0.0            0.0          0.0          1
1410 2020-09-11                          64.6                    75.8                          83.4                           72.8  ...               0.0             0.0            0.0          0.0          1
1407 2020-09-14                          64.6                    75.8                          83.4                           72.8  ...               0.0             0.0            0.0          0.0          1

[5 rows x 477 columns]
2024-09-13 09:39:22,041 - predict_logger - INFO - 
Testing set head:
2024-09-13 09:39:22,042 - predict_logger - INFO -              ds  <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>ֵ  <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>ֵ  <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>ֵ  <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>ֵ  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1130 2021-06-18                          87.6                    92.2                          82.1                           92.5  ...               0.0             0.0            0.0          0.0          1
1127 2021-06-21                          87.6                    92.2                          82.1                           92.5  ...               0.0             0.0            0.0          0.0          1
1126 2021-06-22                          87.6                    92.2                          82.1                           92.5  ...               0.0             0.0            0.0          0.0          1
1125 2021-06-23                          87.6                    92.2                          82.1                           92.5  ...               0.0             0.0            0.0          0.0          1
1124 2021-06-24                          87.6                    92.2                          82.1                           92.5  ...               0.0             0.0            0.0          0.0          1

[5 rows x 477 columns]
2024-09-13 09:52:08,279 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ds<64><73><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:08,281 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>2<EFBFBD><32><EFBFBD><EFBFBD><EFBFBD><EFBFBD>y<EFBFBD><79><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:08,281 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>3<EFBFBD><33><EFBFBD><EFBFBD><EFBFBD><EFBFBD>WTI<54><49>Ծ<EFBFBD><D4BE>Լ<EFBFBD><D4BC><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:08,473 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>4<EFBFBD><34><EFBFBD><EFBFBD><EFBFBD><EFBFBD>WTI<54><49>24<32><34>Լ<EFBFBD><D4BC><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:08,692 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>5<EFBFBD><35><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD>:ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:08,889 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>6<EFBFBD><36><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӡ<EFBFBD><D3A1>ԭ<EFBFBD><D4AD><EFBFBD><EFBFBD>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD><DBB8><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:09,052 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>7<EFBFBD><37><EFBFBD><EFBFBD><EFBFBD><EFBFBD>SCԭ<43><D4AD><EFBFBD>ڻ<EFBFBD><DABB>۸<EFBFBD><DBB8><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:09,209 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>8<EFBFBD><38><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(<28><>Ծ<EFBFBD><D4BE>Լ):INEԭ<45><D4AD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:09,366 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>9<EFBFBD><39><EFBFBD><EFBFBD><EFBFBD><EFBFBD>INE SC c1<63><31><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:09,523 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>10<31><30><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(<28><><EFBFBD><EFBFBD>):INEԭ<45><D4AD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:09,707 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>11<31><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼ۣ<CCBC><DBA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>INEԭ<45><D4AD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:09,881 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>12<31><32><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ICE Brent c14<31><34><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:10,146 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ds<64><73><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:10,146 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>2<EFBFBD><32><EFBFBD><EFBFBD><EFBFBD><EFBFBD>y<EFBFBD><79><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:10,147 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>3<EFBFBD><33><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:ԭ<>ͺ<EFBFBD>ʯ<EFBFBD>Ͳ<EFBFBD>Ʒ(<28><><EFBFBD><EFBFBD>ս<EFBFBD><D5BD>ʯ<EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD>)<29><><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:10,452 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>4<EFBFBD><34><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD>ͳ<EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD>ܿ<EFBFBD><DCBF>棨<EFBFBD><E6A3A8>SPR<50><52><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:10,688 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>5<EFBFBD><35><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD>ͣ<EFBFBD>ɽ<EFBFBD><C9BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڿ<EFBFBD><DABF>棺<EFBFBD>¿ھ<C2BF><DABE><EFBFBD><EFBFBD>ܣ<EFBFBD><DCA3><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:10,883 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>6<EFBFBD><36><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD>ͣ<EFBFBD><CDA3><EFBFBD><EFBFBD><EFBFBD>ѹ<EFBFBD><D1B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ʣ<EFBFBD>ɽ<EFBFBD><C9BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܣ<EFBFBD><DCA3><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:11,051 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>7<EFBFBD><37><EFBFBD><EFBFBD><EFBFBD><EFBFBD>PADD1<44><31><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:11,209 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>8<EFBFBD><38><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:11,363 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>9<EFBFBD><39><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ս<EFBFBD>Դ<EFBFBD><D4B4><EFBFBD>ԭ<EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:11,522 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>10<31><30><EFBFBD><EFBFBD><EFBFBD><EFBFBD>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><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:11,707 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>11<31><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ִ<EFBFBD>к<EFBFBD><D0BA><EFBFBD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ں<EFBFBD><DABA><EFBFBD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:11,880 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>12<31><32><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ȫ<EFBFBD><C8AB>ԭ<EFBFBD><D4AD>½<EFBFBD>Ͽ<EFBFBD><CFBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 09:52:14,138 - predict_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD>ϴ<EFBFBD><CFB4><EFBFBD>...
2024-09-13 09:52:14,150 - predict_logger - INFO - upload_data:
2024-09-13 09:52:20,272 - predict_logger - INFO - {'confirmFlg': False, 'data': 'RP-20240913-00007207', 'status': True}
2024-09-13 09:52:22,327 - predict_logger - INFO - <20>ʼ<EFBFBD><CABC><EFBFBD><EFBFBD>ͳɹ<CDB3><C9B9><EFBFBD>
2024-09-13 10:17:34,550 - predict_logger - INFO - <20><>ǰ<EFBFBD><C7B0><EFBFBD>ã<EFBFBD>40-5-50--100-ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx-Brent<6E><74>Ծ<EFBFBD><D4BE>Լ
2024-09-13 10:17:52,042 - predict_logger - INFO - <20><>ȡ<EFBFBD><C8A1><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ݣ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx
2024-09-13 10:17:52,042 - predict_logger - INFO - getdata<74><61><EFBFBD>գ<EFBFBD>dataset\ԭ<EFBFBD><EFBFBD>ָ<EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>.xlsx date 
2024-09-13 10:18:42,935 - predict_logger - INFO - ȫ<><C8AB>ԭ<EFBFBD>Ϳ<EFBFBD><CDBF>棨<EFBFBD>޳<EFBFBD><DEB3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 10:18:43,269 - predict_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD>ͺ<EFBFBD>½<EFBFBD><C2BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 10:18:43,271 - predict_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD><D4AD>½<EFBFBD>Ͽ<EFBFBD><CFBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 10:18:45,255 - predict_logger - INFO - Kpler-OPEC+<2B><><EFBFBD><EFBFBD>OPEC<45><43>ԭ<EFBFBD>ͺ<EFBFBD><CDBA>˳<EFBFBD><CBB3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 10:18:45,265 - predict_logger - INFO - Kpler-<2D><><EFBFBD><EFBFBD>˹ԭ<CBB9>ͺ<EFBFBD><CDBA>˳<EFBFBD><CBB3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 10:18:45,269 - predict_logger - INFO - Kpler-<2D><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD>ͺ<EFBFBD><CDBA>˳<EFBFBD><CBB3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 10:18:45,273 - predict_logger - INFO - Brazil<69><6C><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 10:18:45,283 - predict_logger - INFO - Oman<61><6E><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 10:18:45,299 - predict_logger - INFO - Equatorial Guinea<65><61><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 10:18:45,303 - predict_logger - INFO - Kazakhstan<61><6E><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 10:18:45,307 - predict_logger - INFO - Azerbaijan<61><6E><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 10:18:45,308 - predict_logger - INFO - <20><><EFBFBD><EFBFBD>ԭ<EFBFBD>ͺ<EFBFBD><CDBA>˳<EFBFBD><CBB3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϊ<EFBFBD><CEAA>
2024-09-13 10:18:46,197 - predict_logger - INFO -                  <20>ն<EFBFBD>(215)                        <20>ܶ<EFBFBD>(225)                  <20>¶<EFBFBD>(7)      61<36><31>(2)
0    <20>й<EFBFBD>:ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A><><EFBFBD>ں<EFBFBD><DABA><EFBFBD>(<28><><EFBFBD><EFBFBD><EFBFBD>۰<EFBFBD>̨)   <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>ֵ                <20>й<EFBFBD><D0B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>  PADD4<44><34><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD>
1          <20>й<EFBFBD>:ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A>۰<EFBFBD>̨<EFBFBD><CCA8><EFBFBD><EFBFBD>         <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>ֵ             PADD1<44><31><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD>  PADD5<44><35><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD>
2           <20>й<EFBFBD>:ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A><><EFBFBD>ʺ<EFBFBD><CABA><EFBFBD>   <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>ֵ             PADD2<44><32><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD>            
3           ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ں<EFBFBD><DABA><EFBFBD>  <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>ֵ             PADD3<44><33><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD>            
4           ִ<>к<EFBFBD><D0BA><EFBFBD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ʺ<EFBFBD><CABA><EFBFBD>   <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>ֵ  Bonny Light Crude OSP            
..                   ...                            ...                    ...         ...
220                                            DOE-<2D><>ú<EFBFBD><C3BA><EFBFBD><EFBFBD>                                   
221                                      doedtprd index                                   
222                                      CFFDQMMN INDEX                                   
223                                         C2403083739                                   
224                                         C2404167878                                   

[225 rows x 4 columns]
2024-09-13 10:18:46,220 - predict_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϣ<EFBFBD><CFA2><EFBFBD>ܹ<EFBFBD><DCB9><EFBFBD>461,<2C>ն<EFBFBD>(215),<2C>ܶ<EFBFBD>(225),<2C>¶<EFBFBD>(7),61<36><31>(2)
        <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. <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>
    
2024-09-13 10:18:46,221 - predict_logger - INFO - ********************************************************************************************************************************************************************************************************
2024-09-13 10:19:29,613 - predict_logger - INFO - <20><>ʼѵ<CABC><D1B5>ģ<EFBFBD><C4A3>...
2024-09-13 10:19:29,629 - predict_logger - INFO - Training set head:
2024-09-13 10:19:29,630 - predict_logger - INFO -              ds  <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>ֵ  <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>ֵ  <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>ֵ  <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>ֵ  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1413 2020-09-08                          66.7                    71.8                          86.4                           63.9  ...               0.0             0.0            0.0          0.0          1
1412 2020-09-09                          66.7                    71.8                          86.4                           63.9  ...               0.0             0.0            0.0          0.0          1
1411 2020-09-10                          66.7                    71.8                          86.4                           63.9  ...               0.0             0.0            0.0          0.0          1
1410 2020-09-11                          64.6                    75.8                          83.4                           72.8  ...               0.0             0.0            0.0          0.0          1
1407 2020-09-14                          64.6                    75.8                          83.4                           72.8  ...               0.0             0.0            0.0          0.0          1

[5 rows x 477 columns]
2024-09-13 10:19:30,114 - predict_logger - INFO - 
Testing set head:
2024-09-13 10:19:30,114 - predict_logger - INFO -              ds  <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>ֵ  <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>ֵ  <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>ֵ  <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>ֵ  ...  is_quarter_start  is_quarter_end  is_year_start  is_year_end  unique_id
1130 2021-06-18                          87.6                    92.2                          82.1                           92.5  ...               0.0             0.0            0.0          0.0          1
1127 2021-06-21                          87.6                    92.2                          82.1                           92.5  ...               0.0             0.0            0.0          0.0          1
1126 2021-06-22                          87.6                    92.2                          82.1                           92.5  ...               0.0             0.0            0.0          0.0          1
1125 2021-06-23                          87.6                    92.2                          82.1                           92.5  ...               0.0             0.0            0.0          0.0          1
1124 2021-06-24                          87.6                    92.2                          82.1                           92.5  ...               0.0             0.0            0.0          0.0          1

[5 rows x 477 columns]
2024-09-13 10:31:30,251 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ds<64><73><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:30,251 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>2<EFBFBD><32><EFBFBD><EFBFBD><EFBFBD><EFBFBD>y<EFBFBD><79><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:30,252 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>3<EFBFBD><33><EFBFBD><EFBFBD><EFBFBD><EFBFBD>WTI<54><49>Ծ<EFBFBD><D4BE>Լ<EFBFBD><D4BC><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:30,362 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>4<EFBFBD><34><EFBFBD><EFBFBD><EFBFBD><EFBFBD>WTI<54><49>24<32><34>Լ<EFBFBD><D4BC><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:30,506 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>5<EFBFBD><35><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>̼<EFBFBD>:ԭ<><D4AD>ָ<EFBFBD><D6B8><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:30,646 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>6<EFBFBD><36><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ӡ<EFBFBD><D3A1>ԭ<EFBFBD><D4AD><EFBFBD><EFBFBD>1<EFBFBD><31>Լ<EFBFBD>۸<EFBFBD><DBB8><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:30,761 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>7<EFBFBD><37><EFBFBD><EFBFBD><EFBFBD><EFBFBD>SCԭ<43><D4AD><EFBFBD>ڻ<EFBFBD><DABB>۸<EFBFBD><DBB8><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:30,884 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>8<EFBFBD><38><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(<28><>Ծ<EFBFBD><D4BE>Լ):INEԭ<45><D4AD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:31,026 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>9<EFBFBD><39><EFBFBD><EFBFBD><EFBFBD><EFBFBD>INE SC c1<63><31><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:31,146 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>10<31><30><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>(<28><><EFBFBD><EFBFBD>):INEԭ<45><D4AD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:31,263 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>11<31><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڻ<EFBFBD><DABB><EFBFBD><EFBFBD>̼ۣ<CCBC><DBA3><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>INEԭ<45><D4AD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:31,373 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>12<31><32><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ICE Brent c14<31><34><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:31,513 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>1<EFBFBD><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ds<64><73><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:31,514 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>2<EFBFBD><32><EFBFBD><EFBFBD><EFBFBD><EFBFBD>y<EFBFBD><79><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:31,514 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>3<EFBFBD><33><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:<3A><><EFBFBD><EFBFBD><EFBFBD><EFBFBD>:ԭ<>ͺ<EFBFBD>ʯ<EFBFBD>Ͳ<EFBFBD>Ʒ(<28><><EFBFBD><EFBFBD>ս<EFBFBD><D5BD>ʯ<EFBFBD>ʹ<EFBFBD><CDB4><EFBFBD>)<29><><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:31,661 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>4<EFBFBD><34><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD>ͳ<EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD>ܿ<EFBFBD><DCBF>棨<EFBFBD><E6A3A8>SPR<50><52><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:31,778 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>5<EFBFBD><35><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD>ͣ<EFBFBD>ɽ<EFBFBD><C9BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ڿ<EFBFBD><DABF>棺<EFBFBD>¿ھ<C2BF><DABE><EFBFBD><EFBFBD>ܣ<EFBFBD><DCA3><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:31,906 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>6<EFBFBD><36><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ԭ<EFBFBD>ͣ<EFBFBD><CDA3><EFBFBD><EFBFBD><EFBFBD>ѹ<EFBFBD><D1B9><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ʣ<EFBFBD>ɽ<EFBFBD><C9BD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ܣ<EFBFBD><DCA3><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:32,021 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>7<EFBFBD><37><EFBFBD><EFBFBD><EFBFBD><EFBFBD>PADD1<44><31><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:32,145 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>8<EFBFBD><38><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ʒ<EFBFBD><C6B7><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:32,266 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>9<EFBFBD><39><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ս<EFBFBD>Դ<EFBFBD><D4B4><EFBFBD>ԭ<EFBFBD>Ϳ<EFBFBD><CDBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:32,378 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>10<31><30><EFBFBD><EFBFBD><EFBFBD><EFBFBD>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><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:32,530 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>11<31><31><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ִ<EFBFBD>к<EFBFBD><D0BA><EFBFBD>:<3A><><EFBFBD><EFBFBD>:<3A><><EFBFBD>ں<EFBFBD><DABA><EFBFBD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:32,670 - predict_logger - INFO - <20><><EFBFBD>ڻ<EFBFBD><DABB>Ƶ<EFBFBD>12<31><32><EFBFBD><EFBFBD><EFBFBD><EFBFBD>ȫ<EFBFBD><C8AB>ԭ<EFBFBD><D4AD>½<EFBFBD>Ͽ<EFBFBD><CFBF><EFBFBD><EFBFBD><EFBFBD><EFBFBD>۸<EFBFBD>ɢ<EFBFBD><C9A2>ͼ...
2024-09-13 10:31:34,142 - predict_logger - INFO - <20><><EFBFBD><EFBFBD><EFBFBD>ϴ<EFBFBD><CFB4><EFBFBD>...
2024-09-13 10:31:34,142 - predict_logger - INFO - token:eyJ0eXAiOiJKV1QiLCJhbGciOiJIUzI1NiJ9.eyJzdWIiOiJhcGlfdGVzdCIsInRoIjoiOGE0NTc3ZGJkOTE5Njc1NzU4ZDU3OTk5YTFlODkxZmUiLCJsdCI6ImFwaSIsImlzcyI6IiIsInRtIjoiUEMiLCJleHAiOjE3MjYyMzA2OTQsImp0aSI6ImM0OTBlYzA1MzE2ZTQ4MDE4ZTdjNTRlOTM3MDlhODA5In0.Ev5d8wqlbSY-23QUdRTOBPMSZCxdr2__ODTONjtSIPM