first (part 2: other directories)

scripts/inspect_odds_coverage.py

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+
+import os
+import psycopg2
+from psycopg2.extras import RealDictCursor
+
+def inspect_odds():
+    try:
+        db_url = os.environ.get('DATABASE_URL', 'postgresql://suggestbet:SuGGesT2026SecuRe@localhost:15432/boilerplate_db')
+        conn = psycopg2.connect(db_url)
+        cursor = conn.cursor(cursor_factory=RealDictCursor)
+        
+        print("\n🔍 ODDS COVERAGE INSPECTION\n")
+
+        # 1. Total Scored Football Matches
+        cursor.execute("SELECT COUNT(*) as count FROM matches WHERE sport='football' AND score_home IS NOT NULL")
+        total_matches = cursor.fetchone()['count']
+        print(f"Total Scored Matches: {total_matches:,}")
+
+        # 2. Matches with Link to Odds Category
+        cursor.execute("""
+            SELECT COUNT(DISTINCT m.id) as count 
+            FROM matches m
+            JOIN odd_categories oc ON m.id = oc.match_id
+            WHERE m.sport='football' AND m.score_home IS NOT NULL
+        """)
+        odds_linked_count = cursor.fetchone()['count']
+        print(f"Matches with ANY Odds Linked: {odds_linked_count:,} ({odds_linked_count/total_matches*100:.1f}%)")
+
+        # 3. Matches with Actual Odds Values
+        # Check if selections exist and have values
+        cursor.execute("""
+            SELECT COUNT(DISTINCT m.id) as count 
+            FROM matches m
+            JOIN odd_categories oc ON m.id = oc.match_id
+            JOIN odd_selections os ON oc.db_id = os.odd_category_db_id
+            WHERE m.sport='football' 
+              AND m.score_home IS NOT NULL
+              AND os.odd_value IS NOT NULL
+        """)
+        odds_values_count = cursor.fetchone()['count']
+        print(f"Matches with VALID Odds Values: {odds_values_count:,} ({odds_values_count/total_matches*100:.1f}%)")
+        
+        # 4. Investigate Discrepancy (Golden vs Odds Only)
+        print(f"\n💡 Insight: The Golden Dataset was ~28k. This Odds-Only check will show if the bottleneck is Odds (approx {odds_values_count}) or Stats.")
+
+        conn.close()
+    except Exception as e:
+        print(f"Error: {e}")
+
+if __name__ == "__main__":
+    inspect_odds()