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[2021-05-13 16:37:26.299146] INFO: moduleinvoker: instruments.v2 开始运行..
[2021-05-13 16:37:26.472030] INFO: moduleinvoker: 命中缓存
[2021-05-13 16:37:26.474846] INFO: moduleinvoker: instruments.v2 运行完成[0.175713s].
[2021-05-13 16:37:26.479055] INFO: moduleinvoker: input_features.v1 开始运行..
[2021-05-13 16:37:26.545597] INFO: moduleinvoker: input_features.v1 运行完成[0.066535s].
[2021-05-13 16:37:26.558219] INFO: moduleinvoker: general_feature_extractor.v7 开始运行..
[2021-05-13 16:37:26.564358] INFO: moduleinvoker: 命中缓存
[2021-05-13 16:37:26.565782] INFO: moduleinvoker: general_feature_extractor.v7 运行完成[0.007657s].
[2021-05-13 16:37:26.568680] INFO: moduleinvoker: derived_feature_extractor.v3 开始运行..
[2021-05-13 16:37:37.692931] INFO: derived_feature_extractor: 提取完成 volume_0 - group_mean(industry_sw_level1_0, volume_0), 0.729s
[2021-05-13 16:37:40.816332] INFO: derived_feature_extractor: 提取完成 neutralize(volume_0, [market_cap_float_0]), 3.122s
[2021-05-13 16:37:42.134679] INFO: derived_feature_extractor: 提取完成 rank_market_cap = rank(market_cap_0), 1.317s
[2021-05-13 16:37:42.147447] INFO: derived_feature_extractor: 提取完成 market_group = where(rank_market_cap > 0.8, 4, where(rank_market_cap > 0.6,3, where(rank_market_cap > 0.4,2, where(rank_market_cap > 0.2,1,0)))), 0.010s
[2021-05-13 16:37:42.810314] INFO: derived_feature_extractor: 提取完成 volume_0 - group_mean(market_group, volume_0), 0.661s
[2021-05-13 16:37:43.409654] INFO: derived_feature_extractor: /y_2009, 95020
[2021-05-13 16:37:44.835208] INFO: derived_feature_extractor: /y_2010, 431567
[2021-05-13 16:37:46.738989] INFO: derived_feature_extractor: /y_2011, 511455
[2021-05-13 16:37:48.828060] INFO: derived_feature_extractor: /y_2012, 565675
[2021-05-13 16:37:51.009905] INFO: derived_feature_extractor: /y_2013, 564168
[2021-05-13 16:37:53.323993] INFO: derived_feature_extractor: /y_2014, 569948
[2021-05-13 16:37:53.819810] INFO: moduleinvoker: derived_feature_extractor.v3 运行完成[27.251109s].