2025-08-10 04:23:57 | WARNING | dataFuture:get_latest_valid_dir:99 - 使用的数据目录日期(2025-08-08)不是今天(2025-08-10)，可能不是最新数据
2025-08-10 04:23:57 | INFO | model_gen:main:91 - 性能监控状态: False
2025-08-10 04:23:57 | INFO | model_gen:main:97 - {'config': {'strategy': {'time_bar': 5, 'pred_periods': 12, 'base_key': 'B8W5min250717Base4', 'task_config': {'selected_expr_mapping': 'B8W5min250717Base4', 'config_key': 'B8W5min250717Base4', 'combo_key': 'combo52', 'metric_key': ['B8W5min250717Base4'], 'versions_to_optimize': ['v7', 'v8']}}, 'envs': {'env': {'mode': 'prod', 'enable_monitor': False, 'n_jobs': 1}, 'incremental': {'enabled': True, 'lookback_days': 20, 'start_date': None, 'end_date': 'today'}, 'run': {'n_jobs': 1, 'inner_max_num_threads': 15, 'retry_times': 3, 'retry_delay': 2}, 'shard': {'num_shards': 1, 'shard_id': 0}}, 'compression': {'type': 'zstd', 'level': 3}, 'files': {'base_dir': 'output', 'data': 'data_5min.parquet', 'pctchg': 'pctchg_5min_pred12.parquet', 'fee': 'fee_5min.parquet'}, 'feature': {'include_time_comd': True, 'additional_columns': []}, 'epoch': {'freq': 'W'}}}
2025-08-10 04:23:58 | INFO | model_gen:main:102 - {'action': 'params_initialized', 'config_key': 'B8W5min250717Base4', 'combo_key': 'combo52', 'time_bar': 5, 'pred_periods': 12, 'pctchg_path': 'pctchg_5min_pred12.parquet'}
2025-08-10 04:23:58 | INFO | model_gen:main:106 - {'action': 'epoch_list_generated', 'count': 0}
2025-08-10 04:24:35 | INFO | model_gen:main:122 - {'action': 'shard_tasks', 'count': 0, 'head': array([], dtype=float64)}
2025-08-10 04:24:35 | INFO | model_gen:main:123 - {'action': 'parallel_start', 'mode': 'prod', 'n_jobs': 1, 'inner_max_num_threads': 15, 'retry_times': 3}
2025-08-10 04:24:35 | INFO | model_gen:main:148 - {'action': 'parallel_done', 'success_count': 0, 'fail_count': 0}
2025-08-10 04:24:35 | INFO | model_gen:main:153 - {'action': 'success', 'description': 'model_gen 完成'}
2025-08-10 04:24:36 | INFO | model_gen:main:169 - RSS after cleanup: 15,699.3 MB