[2021-09-18 15:49:38.387535] INFO: moduleinvoker: input_features.v1 开始运行..
[2021-09-18 15:49:38.397622] INFO: moduleinvoker: 命中缓存
[2021-09-18 15:49:38.400010] INFO: moduleinvoker: input_features.v1 运行完成[0.012523s].
[2021-09-18 15:49:38.411217] INFO: moduleinvoker: factorlens.v1 开始运行..
[2021-09-18 15:49:38.458512] INFO: 因子分析: batch_process start
[2021-09-18 15:49:38.460810] INFO: 因子分析: load_instruments 2019-01-01, 2021-09-07
[2021-09-18 15:49:43.354248] INFO: 因子分析: load_instruments, 4512 rows.
[2021-09-18 15:49:43.355943] INFO: 因子分析: load_benchmark_data 2019-01-01, 2021-09-07
[2021-09-18 15:49:43.706160] INFO: 因子分析: load_benchmark_data, 1962 rows.
[2021-09-18 15:49:43.707956] INFO: 因子分析: StockPool.before_load_general_feature_data
[2021-09-18 15:49:43.709238] INFO: 因子分析: UserDataMerge.before_load_general_feature_data
[2021-09-18 15:49:43.710279] INFO: 因子分析: DropSTStocks.before_load_general_feature_data
[2021-09-18 15:49:43.711711] INFO: 因子分析: DropNewStocks.before_load_general_feature_data
[2021-09-18 15:49:43.713371] INFO: 因子分析: Neutralization.before_load_general_feature_data
[2021-09-18 15:49:43.715334] INFO: 因子分析: DelayRebalanceDays.before_load_general_feature_data
[2021-09-18 15:49:43.717536] INFO: 因子分析: RebalancePeriod.before_load_general_feature_data
[2021-09-18 15:49:43.719180] INFO: 因子分析: RebalancePrice.before_load_general_feature_data
[2021-09-18 15:49:43.720774] INFO: 因子分析: FactorCoverage.before_load_general_feature_data
[2021-09-18 15:49:43.722368] INFO: 因子分析: Industry.before_load_general_feature_data
[2021-09-18 15:49:43.724508] INFO: 因子分析: PBRatio.before_load_general_feature_data
[2021-09-18 15:49:43.726164] INFO: 因子分析: Turnover.before_load_general_feature_data
[2021-09-18 15:49:43.727685] INFO: 因子分析: MarketCap.before_load_general_feature_data
[2021-09-18 15:49:43.729395] INFO: 因子分析: load_general_feature_data, load data
[2021-09-18 15:50:29.213254] INFO: 因子分析: RebalancePeriod.after_load_general_feature_data
[2021-09-18 15:50:29.335298] INFO: 因子分析: RebalancePeriodsReturns.after_load_general_feature_data
[2021-09-18 15:50:56.197455] INFO: 因子分析: RebalancePrice.after_load_general_feature_data
[2021-09-18 15:50:56.199543] INFO: 因子分析: load_general_feature_data, 3362165 rows.
[2021-09-18 15:50:56.201588] INFO: 因子分析: load_derived_feature_data, 3362165 rows, 23 columns.
[2021-09-18 15:50:56.203062] INFO: 因子分析: process, coefficient(mean(close_0,6),close_0,6)
[2021-09-18 15:50:56.204344] INFO: 因子分析: calculate_factor, coefficient(mean(close_0,6),close_0,6)
[2021-09-18 15:50:59.608848] ERROR: moduleinvoker: module name: factorlens, module version: v1, trackeback: KeyError: "['_s'] not in index"