many updates

FitnessSync/backend/debug_estimated_power.py

@@ -0,0 +1,50 @@
+from src.services.postgresql_manager import PostgreSQLManager
+from src.utils.config import config
+from src.models.activity import Activity
+from src.services.power_estimator import PowerEstimatorService
+from sqlalchemy import text, or_
+
+def debug_power():
+    print("Debugging Estimated Power...")
+    db_manager = PostgreSQLManager(config.DATABASE_URL)
+    with db_manager.get_db_session() as session:
+        # 1. Total Cycling
+        cycling_count = session.query(Activity).filter(Activity.activity_type.ilike('%cycling%')).count()
+        print(f"Total Cycling Activities: {cycling_count}")
+        
+        # 2. Missing Power
+        missing_power = session.query(Activity).filter(
+            Activity.activity_type.ilike('%cycling%'),
+            (Activity.avg_power == None) | (Activity.avg_power == 0)
+        ).count()
+        print(f"Cycling with Missing Power: {missing_power}")
+        
+        # 3. Already Estimated
+        estimated_count = session.query(Activity).filter(Activity.is_estimated_power == True).count()
+        print(f"Activities with is_estimated_power=True: {estimated_count}")
+        
+        # 4. Candidates for Job
+        candidates = session.query(Activity).filter(
+            Activity.activity_type.ilike('%cycling%'),
+            (Activity.avg_power == None) | (Activity.avg_power == 0),
+            Activity.file_content != None
+        ).all()
+        print(f"Job Candidates (Cycling + No Power + Has File): {len(candidates)}")
+        
+        if len(candidates) > 0:
+            print(f"First candidate ID: {candidates[0].id}")
+            # Try to estimate one
+            print("Attempting to estimate power for first candidate...")
+            try:
+                estimator = PowerEstimatorService(session)
+                res = estimator.estimate_power_for_activity(candidates[0].id)
+                print(f"Test Estimation Result: {res}")
+            except Exception as e:
+                print(f"Test Estimation FAILED: {e}")
+                import traceback
+                traceback.print_exc()
+        else:
+            print("No candidates found for estimation.")
+
+if __name__ == "__main__":
+    debug_power()