{"description":"实验创建于2017/8/26","graph":{"edges":[{"to_node_id":"-215:instruments","from_node_id":"287d2cb0-f53c-4101-bdf8-104b137c8601-8:data"},{"to_node_id":"-215:features","from_node_id":"287d2cb0-f53c-4101-bdf8-104b137c8601-24:data"},{"to_node_id":"-222:features","from_node_id":"287d2cb0-f53c-4101-bdf8-104b137c8601-24:data"},{"to_node_id":"-222:input_data","from_node_id":"-215:data"}],"nodes":[{"node_id":"287d2cb0-f53c-4101-bdf8-104b137c8601-8","module_id":"BigQuantSpace.instruments.instruments-v2","parameters":[{"name":"start_date","value":"2021-01-01","type":"Literal","bound_global_parameter":null},{"name":"end_date","value":"2021-02-15","type":"Literal","bound_global_parameter":null},{"name":"market","value":"CN_STOCK_A","type":"Literal","bound_global_parameter":null},{"name":"instrument_list","value":"000001.SZA\n000002.SZA","type":"Literal","bound_global_parameter":null},{"name":"max_count","value":"0","type":"Literal","bound_global_parameter":null}],"input_ports":[{"name":"rolling_conf","node_id":"287d2cb0-f53c-4101-bdf8-104b137c8601-8"}],"output_ports":[{"name":"data","node_id":"287d2cb0-f53c-4101-bdf8-104b137c8601-8"}],"cacheable":true,"seq_num":1,"comment":"","comment_collapsed":true},{"node_id":"287d2cb0-f53c-4101-bdf8-104b137c8601-24","module_id":"BigQuantSpace.input_features.input_features-v1","parameters":[{"name":"features","value":"# #号开始的表示注释\n# 多个特征,每行一个,可以包含基础特征和衍生特征\nlowv=ts_min(low_0,9)\nhighv=ts_max(high_0,9)\nrsv=ta_ema((close_0-lowv)/(highv-lowv)*100,3)\nk=ta_ema(rsv,3)\nd=ta_ma(k,3)\n\n\n","type":"Literal","bound_global_parameter":null}],"input_ports":[{"name":"features_ds","node_id":"287d2cb0-f53c-4101-bdf8-104b137c8601-24"}],"output_ports":[{"name":"data","node_id":"287d2cb0-f53c-4101-bdf8-104b137c8601-24"}],"cacheable":true,"seq_num":3,"comment":"","comment_collapsed":true},{"node_id":"-215","module_id":"BigQuantSpace.general_feature_extractor.general_feature_extractor-v7","parameters":[{"name":"start_date","value":"","type":"Literal","bound_global_parameter":null},{"name":"end_date","value":"","type":"Literal","bound_global_parameter":null},{"name":"before_start_days","value":"30","type":"Literal","bound_global_parameter":null}],"input_ports":[{"name":"instruments","node_id":"-215"},{"name":"features","node_id":"-215"}],"output_ports":[{"name":"data","node_id":"-215"}],"cacheable":true,"seq_num":15,"comment":"","comment_collapsed":true},{"node_id":"-222","module_id":"BigQuantSpace.derived_feature_extractor.derived_feature_extractor-v3","parameters":[{"name":"date_col","value":"date","type":"Literal","bound_global_parameter":null},{"name":"instrument_col","value":"instrument","type":"Literal","bound_global_parameter":null},{"name":"drop_na","value":"False","type":"Literal","bound_global_parameter":null},{"name":"remove_extra_columns","value":"False","type":"Literal","bound_global_parameter":null},{"name":"user_functions","value":"","type":"Literal","bound_global_parameter":null}],"input_ports":[{"name":"input_data","node_id":"-222"},{"name":"features","node_id":"-222"}],"output_ports":[{"name":"data","node_id":"-222"}],"cacheable":true,"seq_num":16,"comment":"","comment_collapsed":true}],"node_layout":"<node_postions><node_position Node='287d2cb0-f53c-4101-bdf8-104b137c8601-8' Position='194.30490112304688,-59.27679920196533,200,200'/><node_position Node='287d2cb0-f53c-4101-bdf8-104b137c8601-24' Position='559.6805419921875,-23.835588455200195,200,200'/><node_position Node='-215' Position='345.53485107421875,104.31945037841797,200,200'/><node_position Node='-222' Position='486,265,200,200'/></node_postions>"},"nodes_readonly":false,"studio_version":"v2"}
[2021-07-15 13:45:06.531196] INFO: moduleinvoker: instruments.v2 开始运行..
[2021-07-15 13:45:06.700592] INFO: moduleinvoker: 命中缓存
[2021-07-15 13:45:06.703120] INFO: moduleinvoker: instruments.v2 运行完成[0.17193s].
[2021-07-15 13:45:06.706430] INFO: moduleinvoker: input_features.v1 开始运行..
[2021-07-15 13:45:06.715897] INFO: moduleinvoker: 命中缓存
[2021-07-15 13:45:06.718399] INFO: moduleinvoker: input_features.v1 运行完成[0.011967s].
[2021-07-15 13:45:06.737477] INFO: moduleinvoker: general_feature_extractor.v7 开始运行..
[2021-07-15 13:45:06.749014] INFO: moduleinvoker: 命中缓存
[2021-07-15 13:45:06.751289] INFO: moduleinvoker: general_feature_extractor.v7 运行完成[0.01384s].
[2021-07-15 13:45:06.755464] INFO: moduleinvoker: derived_feature_extractor.v3 开始运行..
[2021-07-15 13:45:06.808507] INFO: derived_feature_extractor: 提取完成 lowv=ts_min(low_0,9), 0.004s
[2021-07-15 13:45:06.813662] INFO: derived_feature_extractor: 提取完成 highv=ts_max(high_0,9), 0.003s
[2021-07-15 13:45:06.822725] INFO: derived_feature_extractor: 提取完成 rsv=ta_ema((close_0-lowv)/(highv-lowv)*100,3), 0.008s
[2021-07-15 13:45:06.831103] INFO: derived_feature_extractor: 提取完成 k=ta_ema(rsv,3), 0.007s
[2021-07-15 13:45:06.839437] INFO: derived_feature_extractor: 提取完成 d=ta_ma(k,3), 0.007s
[2021-07-15 13:45:06.869429] INFO: derived_feature_extractor: /y_2020, 44
[2021-07-15 13:45:06.899176] INFO: derived_feature_extractor: /y_2021, 56
[2021-07-15 13:45:06.959895] INFO: moduleinvoker: derived_feature_extractor.v3 运行完成[0.204423s].