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[2021-09-03 17:05:35.191120] INFO: moduleinvoker: instruments.v2 开始运行..
[2021-09-03 17:05:35.365736] INFO: moduleinvoker: 命中缓存
[2021-09-03 17:05:35.371052] INFO: moduleinvoker: instruments.v2 运行完成[0.179934s].
[2021-09-03 17:05:35.388052] INFO: moduleinvoker: input_features.v1 开始运行..
[2021-09-03 17:05:35.433641] INFO: moduleinvoker: input_features.v1 运行完成[0.045598s].
[2021-09-03 17:05:35.740476] INFO: moduleinvoker: general_feature_extractor.v7 开始运行..
[2021-09-03 17:05:37.398226] INFO: 基础特征抽取: 年份 2020, 特征行数=57386
[2021-09-03 17:05:40.264529] INFO: 基础特征抽取: 年份 2021, 特征行数=701580
[2021-09-03 17:05:40.334608] INFO: 基础特征抽取: 总行数: 758966
[2021-09-03 17:05:40.420872] INFO: moduleinvoker: general_feature_extractor.v7 运行完成[4.680441s].
[2021-09-03 17:05:40.433680] INFO: moduleinvoker: derived_feature_extractor.v3 开始运行..
[2021-09-03 17:05:44.572880] INFO: derived_feature_extractor: 提取完成 volume_1/volume_2, 0.015s
[2021-09-03 17:05:45.030403] INFO: derived_feature_extractor: /y_2020, 57386
[2021-09-03 17:05:49.099317] INFO: derived_feature_extractor: /y_2021, 701580
[2021-09-03 17:05:50.035710] INFO: moduleinvoker: derived_feature_extractor.v3 运行完成[9.602035s].
[2021-09-03 17:05:50.046898] INFO: moduleinvoker: standardlize.v8 开始运行..
[2021-09-03 17:05:52.640542] INFO: moduleinvoker: standardlize.v8 运行完成[2.593637s].