feat: Add recent performance stability stats (matches/days) to player profile

2026-01-28 14:04:32 +08:00
commit 48f1f71d3a
104 changed files with 17572 additions and 0 deletions
--- a/ETL/L3_Builder.py
+++ b/ETL/L3_Builder.py
@@ -0,0 +1,108 @@
+
+import logging
+import os
+import sys
+
+# Add parent directory to path to allow importing web module
+sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+from web.services.feature_service import FeatureService
+from web.config import Config
+from web.app import create_app
+import sqlite3
+
+# Setup logging
+logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(levelname)s - %(message)s')
+logger = logging.getLogger(__name__)
+
+L3_DB_PATH = Config.DB_L3_PATH
+SCHEMA_PATH = os.path.join(Config.BASE_DIR, 'database', 'L3', 'schema.sql')
+
+def _get_existing_columns(conn, table_name):
+    cur = conn.execute(f"PRAGMA table_info({table_name})")
+    return {row[1] for row in cur.fetchall()}
+
+def _ensure_columns(conn, table_name, columns):
+    existing = _get_existing_columns(conn, table_name)
+    for col, col_type in columns.items():
+        if col in existing:
+            continue
+        conn.execute(f"ALTER TABLE {table_name} ADD COLUMN {col} {col_type}")
+
+def init_db():
+    l3_dir = os.path.dirname(L3_DB_PATH)
+    if not os.path.exists(l3_dir):
+        os.makedirs(l3_dir)
+        
+    conn = sqlite3.connect(L3_DB_PATH)
+    with open(SCHEMA_PATH, 'r', encoding='utf-8') as f:
+        conn.executescript(f.read())
+
+    _ensure_columns(
+        conn,
+        "dm_player_features",
+        {
+            "rd_phase_kill_early_share": "REAL",
+            "rd_phase_kill_mid_share": "REAL",
+            "rd_phase_kill_late_share": "REAL",
+            "rd_phase_death_early_share": "REAL",
+            "rd_phase_death_mid_share": "REAL",
+            "rd_phase_death_late_share": "REAL",
+            "rd_phase_kill_early_share_t": "REAL",
+            "rd_phase_kill_mid_share_t": "REAL",
+            "rd_phase_kill_late_share_t": "REAL",
+            "rd_phase_kill_early_share_ct": "REAL",
+            "rd_phase_kill_mid_share_ct": "REAL",
+            "rd_phase_kill_late_share_ct": "REAL",
+            "rd_phase_death_early_share_t": "REAL",
+            "rd_phase_death_mid_share_t": "REAL",
+            "rd_phase_death_late_share_t": "REAL",
+            "rd_phase_death_early_share_ct": "REAL",
+            "rd_phase_death_mid_share_ct": "REAL",
+            "rd_phase_death_late_share_ct": "REAL",
+            "rd_firstdeath_team_first_death_rounds": "INTEGER",
+            "rd_firstdeath_team_first_death_win_rate": "REAL",
+            "rd_invalid_death_rounds": "INTEGER",
+            "rd_invalid_death_rate": "REAL",
+            "rd_pressure_kpr_ratio": "REAL",
+            "rd_pressure_perf_ratio": "REAL",
+            "rd_pressure_rounds_down3": "INTEGER",
+            "rd_pressure_rounds_normal": "INTEGER",
+            "rd_matchpoint_kpr_ratio": "REAL",
+            "rd_matchpoint_perf_ratio": "REAL",
+            "rd_matchpoint_rounds": "INTEGER",
+            "rd_comeback_kill_share": "REAL",
+            "rd_comeback_rounds": "INTEGER",
+            "rd_trade_response_10s_rate": "REAL",
+            "rd_weapon_top_json": "TEXT",
+            "rd_roundtype_split_json": "TEXT",
+            "map_stability_coef": "REAL",
+            "basic_avg_knife_kill": "REAL",
+            "basic_avg_zeus_kill": "REAL",
+            "basic_zeus_pick_rate": "REAL",
+        },
+    )
+
+    conn.commit()
+    conn.close()
+    logger.info("L3 DB Initialized/Updated with Schema.")
+
+def main():
+    logger.info("Starting L3 Builder (Delegating to FeatureService)...")
+    
+    # 1. Ensure Schema is up to date
+    init_db()
+    
+    # 2. Rebuild Features using the centralized logic
+    try:
+        app = create_app()
+        with app.app_context():
+            count = FeatureService.rebuild_all_features()
+            logger.info(f"Successfully rebuilt features for {count} players.")
+    except Exception as e:
+        logger.error(f"Error rebuilding features: {e}")
+        import traceback
+        traceback.print_exc()
+
+if __name__ == "__main__":
+    main()