Files
sanguo_quant_live/graphify-out/cache/ast/8499c8a7038026a600ea4d4d625836bb0f5daac03b0c601e4b283caef9f060ce.json
T
2026-05-06 23:13:05 +08:00

1 line
57 KiB
JSON

{"nodes": [{"id": "users_chufeng_openclaw_sanguo_projects_sanguo_quant_live_pangtong_value_scripts_stock_selection_backtest_advanced_py", "label": "stock_selection_backtest_advanced.py", "file_type": "code", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L1"}, {"id": "scripts_stock_selection_backtest_advanced_stockselectionbacktest", "label": "StockSelectionBacktest", "file_type": "code", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L13"}, {"id": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_init", "label": ".__init__()", "file_type": "code", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L16"}, {"id": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "label": ".simulate_historical_returns()", "file_type": "code", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L22"}, {"id": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_selection_scores", "label": ".calculate_selection_scores()", "file_type": "code", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L106"}, {"id": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_test_selection_methods", "label": ".test_selection_methods()", "file_type": "code", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L159"}, {"id": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_performance", "label": ".calculate_performance()", "file_type": "code", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L199"}, {"id": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_run_backtest", "label": ".run_backtest()", "file_type": "code", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L235"}, {"id": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "label": ".output_results()", "file_type": "code", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L255"}, {"id": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "label": ".save_results()", "file_type": "code", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L373"}, {"id": "scripts_stock_selection_backtest_advanced_main", "label": "main()", "file_type": "code", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L406"}], "edges": [{"source": "users_chufeng_openclaw_sanguo_projects_sanguo_quant_live_pangtong_value_scripts_stock_selection_backtest_advanced_py", "target": "pandas", "relation": "imports", "context": "import", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L7", "weight": 1.0}, {"source": "users_chufeng_openclaw_sanguo_projects_sanguo_quant_live_pangtong_value_scripts_stock_selection_backtest_advanced_py", "target": "numpy", "relation": "imports", "context": "import", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L8", "weight": 1.0}, {"source": "users_chufeng_openclaw_sanguo_projects_sanguo_quant_live_pangtong_value_scripts_stock_selection_backtest_advanced_py", "target": "datetime", "relation": "imports_from", "context": "import", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L9", "weight": 1.0}, {"source": "users_chufeng_openclaw_sanguo_projects_sanguo_quant_live_pangtong_value_scripts_stock_selection_backtest_advanced_py", "target": "warnings", "relation": "imports", "context": "import", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L10", "weight": 1.0}, {"source": "users_chufeng_openclaw_sanguo_projects_sanguo_quant_live_pangtong_value_scripts_stock_selection_backtest_advanced_py", "target": "scripts_stock_selection_backtest_advanced_stockselectionbacktest", "relation": "contains", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L13", "weight": 1.0}, {"source": "scripts_stock_selection_backtest_advanced_stockselectionbacktest", "target": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_init", "relation": "method", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L16", "weight": 1.0}, {"source": "scripts_stock_selection_backtest_advanced_stockselectionbacktest", "target": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "relation": "method", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L22", "weight": 1.0}, {"source": "scripts_stock_selection_backtest_advanced_stockselectionbacktest", "target": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_selection_scores", "relation": "method", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L106", "weight": 1.0}, {"source": "scripts_stock_selection_backtest_advanced_stockselectionbacktest", "target": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_test_selection_methods", "relation": "method", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L159", "weight": 1.0}, {"source": "scripts_stock_selection_backtest_advanced_stockselectionbacktest", "target": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_performance", "relation": "method", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L199", "weight": 1.0}, {"source": "scripts_stock_selection_backtest_advanced_stockselectionbacktest", "target": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_run_backtest", "relation": "method", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L235", "weight": 1.0}, {"source": "scripts_stock_selection_backtest_advanced_stockselectionbacktest", "target": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "relation": "method", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L255", "weight": 1.0}, {"source": "scripts_stock_selection_backtest_advanced_stockselectionbacktest", "target": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "relation": "method", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L373", "weight": 1.0}, {"source": "users_chufeng_openclaw_sanguo_projects_sanguo_quant_live_pangtong_value_scripts_stock_selection_backtest_advanced_py", "target": "scripts_stock_selection_backtest_advanced_main", "relation": "contains", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L406", "weight": 1.0}, {"source": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_test_selection_methods", "target": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_performance", "relation": "calls", "context": "call", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L168", "weight": 1.0}, {"source": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_run_backtest", "target": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "relation": "calls", "context": "call", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L242", "weight": 1.0}, {"source": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_run_backtest", "target": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_selection_scores", "relation": "calls", "context": "call", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L245", "weight": 1.0}, {"source": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_run_backtest", "target": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_test_selection_methods", "relation": "calls", "context": "call", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L248", "weight": 1.0}, {"source": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_run_backtest", "target": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "relation": "calls", "context": "call", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L251", "weight": 1.0}, {"source": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "target": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "relation": "calls", "context": "call", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L371", "weight": 1.0}, {"source": "scripts_stock_selection_backtest_advanced_main", "target": "scripts_stock_selection_backtest_advanced_stockselectionbacktest", "relation": "calls", "context": "call", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L408", "weight": 1.0}, {"source": "scripts_stock_selection_backtest_advanced_main", "target": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_run_backtest", "relation": "calls", "context": "call", "confidence": "EXTRACTED", "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L409", "weight": 1.0}], "raw_calls": [{"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_init", "callee": "now", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L17"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_init", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L18"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_init", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L19"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_init", "callee": "strftime", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L19"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_init", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L20"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L24"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "seed", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L26"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "now", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L29"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "timedelta", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L30"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "date_range", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L31"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "range", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L34"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "DataFrame", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L37"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "choice", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L39"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "uniform", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L40"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "uniform", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L41"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "uniform", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L42"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "uniform", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L43"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "uniform", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L44"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "uniform", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L45"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "uniform", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L46"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "uniform", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L47"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "uniform", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L48"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "uniform", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L49"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "uniform", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L50"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "uniform", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L51"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "date_range", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L55"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "DataFrame", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L56"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "enumerate", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L58"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "uniform", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L60"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "normal", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L97"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "len", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L100"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_simulate_historical_returns", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L103"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_selection_scores", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L108"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_selection_scores", "callee": "copy", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L110"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_selection_scores", "callee": "rank", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L114"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_selection_scores", "callee": "rank", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L115"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_selection_scores", "callee": "rank", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L116"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_selection_scores", "callee": "rank", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L121"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_selection_scores", "callee": "rank", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L122"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_selection_scores", "callee": "rank", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L123"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_selection_scores", "callee": "rank", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L128"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_selection_scores", "callee": "rank", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L129"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_selection_scores", "callee": "rank", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L153"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_selection_scores", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L156"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_test_selection_methods", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L161"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_test_selection_methods", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L166"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_test_selection_methods", "callee": "mean", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L167"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_test_selection_methods", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L183"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_test_selection_methods", "callee": "tolist", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L186"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_test_selection_methods", "callee": "nlargest", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L186"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_test_selection_methods", "callee": "mean", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L190"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_test_selection_methods", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L196"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_performance", "callee": "len", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L201"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_performance", "callee": "mean", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L205"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_performance", "callee": "std", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L208"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_performance", "callee": "sqrt", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L208"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_performance", "callee": "cumprod", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L215"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_performance", "callee": "max", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L216"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_performance", "callee": "expanding", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L216"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_performance", "callee": "min", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L218"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_performance", "callee": "mean", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L221"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_calculate_performance", "callee": "abs", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L224"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_run_backtest", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L237"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_run_backtest", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L238"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_run_backtest", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L239"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L257"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L258"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L259"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L262"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L263"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L264"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L269"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "get", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L277"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L279"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L282"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L283"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L284"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "get", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L292"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L299"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L302"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L303"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L304"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "nlargest", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L312"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "mean", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L314"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "mean", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L315"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "mean", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L316"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "mean", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L317"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "mean", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L318"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L320"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L323"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L324"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L325"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L326"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L328"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L329"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L330"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L332"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L333"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L334"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L336"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L337"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L338"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L340"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L341"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L342"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L344"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L345"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L346"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L349"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L350"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L351"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L353"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L354"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L355"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L356"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L357"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L359"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L360"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L361"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L362"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L363"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "total_seconds", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L366"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "now", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L366"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L367"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L368"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "strftime", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L368"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_output_results", "callee": "now", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L368"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "makedirs", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L379"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "DataFrame", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L382"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "to_csv", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L383"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "to_csv", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L386"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "open", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L389"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "write", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L390"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "write", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L391"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "write", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L392"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "write", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L393"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "strftime", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L393"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "now", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L393"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "write", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L394"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "write", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L395"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "write", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L397"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "write", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L398"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "items", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L399"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "isinstance", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L400"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "get", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L401"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "write", "is_member_call": true, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L402"}, {"caller_nid": "scripts_stock_selection_backtest_advanced_stockselectionbacktest_save_results", "callee": "print", "is_member_call": false, "source_file": "/Users/chufeng/.openclaw/sanguo_projects/sanguo_quant_live/pangtong-value/scripts/stock_selection_backtest_advanced.py", "source_location": "L404"}]}