/usr/local/lib/python3.10/functools.py:889: DataOrientationWarning: Row orientation inferred during DataFrame construction. Explicitly specify the orientation by passing `orient="row"` to silence this warning.
  return dispatch(args[0].__class__)(*args, **kw)
2025-07-31 19:05:01 | INFO | data_prepare::348 - {'action': 'data_prepare', 'status': 'started'}
2025-07-31 19:05:01 | INFO | data_prepare:gen_daily_data:233 - {'action': 'gen_daily_data', 'status': 'started'}
2025-07-31 19:05:07 | INFO | data_prepare:gen_daily_data:239 - {'action': 'connect_client', 'status': 'success'}
2025-07-31 19:05:07 | INFO | data_prepare:gen_daily_data:241 - {'action': 'fetch_meta_mapping', 'status': 'started'}
2025-07-31 19:05:07 | INFO | data_prepare:gen_daily_data:254 - {'action': 'get_trading_day_path', 'status': 'attempt'}
2025-07-31 19:05:07 | INFO | data_prepare:get_trading_day_path:67 - {'action': 'get_trading_day_path', 'status': 'started'}
2025-07-31 19:05:07 | INFO | data_prepare:get_trading_day_path:113 - {'action': 'get_trading_day_path', 'status': 'completed', 'path': '/root/data/Research1//daily_data//2025-07-31/'}
2025-07-31 19:05:07 | INFO | data_prepare:gen_daily_data:257 - {'action': 'fetch_data', 'status': 'started', 'category': 'basic_trading'}
2025-07-31 19:05:07 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'switch', 'status': 'started'}
2025-07-31 19:05:10 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'switch', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:10 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'switch', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:10 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'history_factor', 'status': 'started'}
2025-07-31 19:05:12 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'history_factor', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:12 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'history_factor', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:12 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'volume', 'status': 'started'}
2025-07-31 19:05:15 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'volume', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:15 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'volume', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:15 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'settle', 'status': 'started'}
2025-07-31 19:05:17 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'settle', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:17 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'settle', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:17 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'pre_settle', 'status': 'started'}
2025-07-31 19:05:20 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'pre_settle', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:20 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'pre_settle', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:20 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'contract', 'status': 'started'}
2025-07-31 19:05:22 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'contract', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:22 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'contract', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:22 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'factor_multiply', 'status': 'started'}
2025-07-31 19:05:25 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'factor_multiply', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:25 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'factor_multiply', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:25 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'close', 'status': 'started'}
2025-07-31 19:05:28 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'close', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:28 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'close', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:28 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'opencol', 'status': 'started'}
2025-07-31 19:05:30 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'opencol', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:31 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'opencol', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:31 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'turnover', 'status': 'started'}
2025-07-31 19:05:33 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'turnover', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:33 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'turnover', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:33 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'high', 'status': 'started'}
2025-07-31 19:05:36 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'high', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:36 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'high', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:36 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'low', 'status': 'started'}
2025-07-31 19:05:39 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'low', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:39 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'low', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:39 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'open_interest', 'status': 'started'}
2025-07-31 19:05:42 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'open_interest', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:42 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'open_interest', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:42 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'near_contract_price', 'status': 'started'}
2025-07-31 19:05:43 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'near_contract_price', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:43 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'near_contract_price', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:43 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'dominant_contract_price', 'status': 'started'}
2025-07-31 19:05:45 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'dominant_contract_price', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:45 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'dominant_contract_price', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:45 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'near_basis', 'status': 'started'}
2025-07-31 19:05:47 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'near_basis', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:47 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'near_basis', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:47 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'dom_basis', 'status': 'started'}
2025-07-31 19:05:49 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'dom_basis', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:49 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'dom_basis', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:49 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'near_basis_rate', 'status': 'started'}
2025-07-31 19:05:51 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'near_basis_rate', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:51 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'near_basis_rate', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:51 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'dom_basis_rate', 'status': 'started'}
2025-07-31 19:05:53 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'dom_basis_rate', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:53 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'dom_basis_rate', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:53 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'long_hld', 'status': 'started'}
2025-07-31 19:05:55 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'long_hld', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:55 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'long_hld', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:55 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'long_chg', 'status': 'started'}
2025-07-31 19:05:58 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'long_chg', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:58 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'long_chg', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:05:58 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'short_hld', 'status': 'started'}
2025-07-31 19:06:00 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'short_hld', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:00 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'short_hld', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:00 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'short_chg', 'status': 'started'}
2025-07-31 19:06:03 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'short_chg', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:03 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'short_chg', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:03 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'vol', 'status': 'started'}
2025-07-31 19:06:05 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'vol', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:05 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'vol', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:05 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'vol_chg', 'status': 'started'}
2025-07-31 19:06:08 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'vol_chg', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:08 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'vol_chg', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:08 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'maturity_month', 'status': 'started'}
2025-07-31 19:06:10 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'maturity_month', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:10 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'maturity_month', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:10 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'maturity_day', 'status': 'started'}
2025-07-31 19:06:13 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'maturity_day', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:13 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'maturity_day', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:13 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'contract_yymm', 'status': 'started'}
2025-07-31 19:06:16 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'contract_yymm', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:16 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'contract_yymm', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:16 | INFO | data_prepare:get_and_save_and_reset_daily_data:168 - {'action': 'get_save_reset_data', 'file': 'long_margin_rate_amount', 'status': 'started'}
2025-07-31 19:06:16 | INFO | data_prepare:get_and_save_and_reset_daily_data:187 - {'action': 'process_data', 'file': 'long_margin_rate_amount', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:16 | INFO | data_prepare:get_and_save_and_reset_daily_data:221 - {'action': 'get_save_reset_data', 'file': 'long_margin_rate_amount', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:16 | INFO | data_prepare:get_and_save_and_reset_daily_data:168 - {'action': 'get_save_reset_data', 'file': 'contract_multiplier', 'status': 'started'}
2025-07-31 19:06:17 | INFO | data_prepare:get_and_save_and_reset_daily_data:187 - {'action': 'process_data', 'file': 'contract_multiplier', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:17 | INFO | data_prepare:get_and_save_and_reset_daily_data:221 - {'action': 'get_save_reset_data', 'file': 'contract_multiplier', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:17 | INFO | data_prepare:get_and_save_and_reset_daily_data:168 - {'action': 'get_save_reset_data', 'file': 'open_position_rate_amount', 'status': 'started'}
2025-07-31 19:06:17 | INFO | data_prepare:get_and_save_and_reset_daily_data:187 - {'action': 'process_data', 'file': 'open_position_rate_amount', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:17 | INFO | data_prepare:get_and_save_and_reset_daily_data:221 - {'action': 'get_save_reset_data', 'file': 'open_position_rate_amount', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:17 | INFO | data_prepare:get_and_save_and_reset_daily_data:168 - {'action': 'get_save_reset_data', 'file': 'open_position_fee_per_hand', 'status': 'started'}
2025-07-31 19:06:17 | INFO | data_prepare:get_and_save_and_reset_daily_data:187 - {'action': 'process_data', 'file': 'open_position_fee_per_hand', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:18 | INFO | data_prepare:get_and_save_and_reset_daily_data:221 - {'action': 'get_save_reset_data', 'file': 'open_position_fee_per_hand', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:18 | INFO | data_prepare:get_and_save_and_reset_daily_data:168 - {'action': 'get_save_reset_data', 'file': 'close_position_rate_amount', 'status': 'started'}
2025-07-31 19:06:18 | INFO | data_prepare:get_and_save_and_reset_daily_data:187 - {'action': 'process_data', 'file': 'close_position_rate_amount', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:18 | INFO | data_prepare:get_and_save_and_reset_daily_data:221 - {'action': 'get_save_reset_data', 'file': 'close_position_rate_amount', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:18 | INFO | data_prepare:get_and_save_and_reset_daily_data:168 - {'action': 'get_save_reset_data', 'file': 'close_position_fee_per_hand', 'status': 'started'}
2025-07-31 19:06:18 | INFO | data_prepare:get_and_save_and_reset_daily_data:187 - {'action': 'process_data', 'file': 'close_position_fee_per_hand', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:18 | INFO | data_prepare:get_and_save_and_reset_daily_data:221 - {'action': 'get_save_reset_data', 'file': 'close_position_fee_per_hand', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:18 | INFO | data_prepare:get_and_save_and_reset_daily_data:168 - {'action': 'get_save_reset_data', 'file': 'close_today_rate_amount', 'status': 'started'}
2025-07-31 19:06:18 | INFO | data_prepare:get_and_save_and_reset_daily_data:187 - {'action': 'process_data', 'file': 'close_today_rate_amount', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:18 | INFO | data_prepare:get_and_save_and_reset_daily_data:221 - {'action': 'get_save_reset_data', 'file': 'close_today_rate_amount', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:18 | INFO | data_prepare:get_and_save_and_reset_daily_data:168 - {'action': 'get_save_reset_data', 'file': 'close_today_fee_per_hand', 'status': 'started'}
2025-07-31 19:06:19 | INFO | data_prepare:get_and_save_and_reset_daily_data:187 - {'action': 'process_data', 'file': 'close_today_fee_per_hand', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:19 | INFO | data_prepare:get_and_save_and_reset_daily_data:221 - {'action': 'get_save_reset_data', 'file': 'close_today_fee_per_hand', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:19 | INFO | data_prepare:get_and_save_and_reset_daily_data:168 - {'action': 'get_save_reset_data', 'file': 'min_price_movement', 'status': 'started'}
2025-07-31 19:06:19 | INFO | data_prepare:get_and_save_and_reset_daily_data:187 - {'action': 'process_data', 'file': 'min_price_movement', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:19 | INFO | data_prepare:get_and_save_and_reset_daily_data:221 - {'action': 'get_save_reset_data', 'file': 'min_price_movement', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:19 | INFO | data_prepare:gen_daily_data:304 - {'action': 'calculate_atr', 'status': 'started'}
2025-07-31 19:06:19 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'high,low,pre_settle', 'status': 'started'}
2025-07-31 19:06:23 | INFO | data_prepare:get_and_save_daily_data:134 - {'action': 'process_data', 'file': 'high,low,pre_settle', 'last_date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:23 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'high,low,pre_settle', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:24 | INFO | data_prepare:gen_daily_data:328 - {'action': 'calculate_adjusted_data', 'status': 'started'}
2025-07-31 19:06:24 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'contract', 'status': 'started'}
2025-07-31 19:06:24 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'contract', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:24 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'factor_multiply', 'status': 'started'}
2025-07-31 19:06:24 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'factor_multiply', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:24 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'close', 'status': 'started'}
2025-07-31 19:06:24 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'close', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:24 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'opencol', 'status': 'started'}
2025-07-31 19:06:24 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'opencol', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:24 | INFO | data_prepare:get_and_save_daily_data:123 - {'action': 'get_save_data', 'file': 'turnover', 'status': 'started'}
2025-07-31 19:06:24 | INFO | data_prepare:get_and_save_daily_data:158 - {'action': 'get_save_data', 'file': 'turnover', 'status': 'completed', 'date': '2025-07-31 00:00:00+08:00'}
2025-07-31 19:06:24 | INFO | data_prepare:gen_daily_data:339 - {'action': 'gen_daily_data', 'status': 'completed'}
2025-07-31 19:06:24 | INFO | data_prepare:generate_and_save_dicts:28 - {'action': 'generate_dicts', 'status': 'started'}
2025-07-31 19:06:24 | WARNING | data_prepare:generate_and_save_dicts:50 - {'action': 'sector_range', 'status': '📢需要去更新 future_1d/meta_mapping 当中有新品种上市处于<未分类>状态'}
2025-07-31 19:06:24 | INFO | data_prepare:generate_and_save_dicts:62 - {'action': 'generate_dicts', 'status': 'completed', 'dicts': ['commodity', 'sector', 'exchange']}
2025-07-31 19:06:24 | INFO | data_prepare::353 - {'action': 'generate_dicts', 'status': 'completed'}
2025-07-31 19:06:24 | INFO | data_prepare::358 - {'action': 'data_prepare', 'status': 'completed'}
future_1d/main_daily/switch
select date, comd, switch from main_daily where method='turnover'
future_1d/main_daily/history_factor
select date, comd, history_factor from main_daily where method='turnover'
future_1d/main_daily/volume
select date, comd, volume from main_daily where method='turnover'
future_1d/main_daily/settle
select date, comd, settle from main_daily where method='turnover'
future_1d/main_daily/pre_settle
select date, comd, pre_settle from main_daily where method='turnover'
future_1d/main_daily/contract
select date, comd, contract from main_daily where method='turnover'
future_1d/main_daily/factor_multiply
select date, comd, factor_multiply from main_daily where method='turnover'
future_1d/main_daily/close
select date, comd, close from main_daily where method='turnover'
future_1d/main_daily/opencol
select date, comd, opencol from main_daily where method='turnover'
future_1d/main_daily/turnover
select date, comd, turnover from main_daily where method='turnover'
future_1d/main_daily/high
select date, comd, high from main_daily where method='turnover'
future_1d/main_daily/low
select date, comd, low from main_daily where method='turnover'
future_1d/main_daily/open_interest
select date, comd, open_interest from main_daily where method='turnover'
future_1d/future_spot/near_contract_price
select date, comd, near_contract_price from future_spot 
future_1d/future_spot/dominant_contract_price
select date, comd, dominant_contract_price from future_spot 
future_1d/future_spot/near_basis
select date, comd, near_basis from future_spot 
future_1d/future_spot/dom_basis
select date, comd, dom_basis from future_spot 
future_1d/future_spot/near_basis_rate
select date, comd, near_basis_rate from future_spot 
future_1d/future_spot/dom_basis_rate
select date, comd, dom_basis_rate from future_spot 
technical/rank20/long_hld
select date, comd, long_hld from rank20 
technical/rank20/long_chg
select date, comd, long_chg from rank20 
technical/rank20/short_hld
select date, comd, short_hld from rank20 
technical/rank20/short_chg
select date, comd, short_chg from rank20 
technical/rank20/vol
select date, comd, vol from rank20 
technical/rank20/vol_chg
select date, comd, vol_chg from rank20 
future_1d/main_daily/maturity_month
select date, comd, maturity_month from main_daily where method='turnover'
future_1d/main_daily/maturity_day
select date, comd, maturity_day from main_daily where method='turnover'
future_1d/main_daily/contract_yymm
select date, comd, contract_yymm from main_daily where method='turnover'
future_1d/main_fee/long_margin_rate_amount
select date, comd, long_margin_rate_amount from main_fee 
future_1d/main_fee/contract_multiplier
select date, comd, contract_multiplier from main_fee 
future_1d/main_fee/open_position_rate_amount
select date, comd, open_position_rate_amount from main_fee 
future_1d/main_fee/open_position_fee_per_hand
select date, comd, open_position_fee_per_hand from main_fee 
future_1d/main_fee/close_position_rate_amount
select date, comd, close_position_rate_amount from main_fee 
future_1d/main_fee/close_position_fee_per_hand
select date, comd, close_position_fee_per_hand from main_fee 
future_1d/main_fee/close_today_rate_amount
select date, comd, close_today_rate_amount from main_fee 
future_1d/main_fee/close_today_fee_per_hand
select date, comd, close_today_fee_per_hand from main_fee 
future_1d/main_fee/min_price_movement
select date, comd, min_price_movement from main_fee 
future_1d/main_daily/high,low,pre_settle
select date, comd, high,low,pre_settle from main_daily where method='turnover'