1.7.0: New features.

scripts/debug_dist.py

@@ -0,0 +1,45 @@
+
+import sqlite3
+import pandas as pd
+from web.services.feature_service import FeatureService
+from web.config import Config
+from web.app import create_app
+
+def check_distribution():
+    app = create_app()
+    with app.app_context():
+        # Get a player ID from L3
+        conn = sqlite3.connect(Config.DB_L3_PATH)
+        row = conn.execute("SELECT steam_id_64 FROM dm_player_features LIMIT 1").fetchone()
+        if not row:
+            print("No players in L3")
+            return
+        
+        sid = row[0]
+        print(f"Checking distribution for {sid}...")
+        
+        dist = FeatureService.get_roster_features_distribution(sid)
+        if not dist:
+            print("Distribution returned None")
+            return
+            
+        keys_to_check = [
+            'eco_avg_damage_per_1k', # Working
+            'eco_rating_eco_rounds', # Working
+            'eco_kd_ratio', # Broken
+            'eco_avg_rounds', # Broken
+            'pace_avg_time_to_first_contact', # Working
+            'pace_trade_kill_rate', # Working
+            'pace_opening_kill_time', # Broken
+            'pace_avg_life_time' # Broken
+        ]
+        
+        print(f"{'Key':<35} | {'Present':<7} | {'Value'}")
+        print("-" * 60)
+        for k in keys_to_check:
+            is_present = k in dist
+            val = dist.get(k)
+            print(f"{k:<35} | {str(is_present):<7} | {val}")
+
+if __name__ == "__main__":
+    check_distribution()