[30388f42] Infrastructure Hardening: Repaired CE/Connector DB schema, fixed frontend styling build, implemented robust echo shield in worker v2.1.1, and integrated Lead Engine into gateway.

company-explorer/backend/scripts/debug_single_company.py

@@ -0,0 +1,94 @@
+import os
+import sys
+import argparse
+import logging
+from typing import Any # Hinzugefügt
+
+# Add the company-explorer directory to the Python path
+sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..', '..')))
+
+from backend.database import get_db, Company, Industry, Persona # Added Industry and Persona for full context
+from backend.services.classification import ClassificationService
+from backend.lib.logging_setup import setup_logging
+
+# --- CONFIGURATION ---
+# Setup logging to be very verbose for this script
+setup_logging()
+logger = logging.getLogger(__name__)
+logger.setLevel(logging.DEBUG)
+
+def run_debug_analysis(company_identifier: Any, is_id: bool):
+    """
+    Runs the full classification and enrichment process for a single company
+    in the foreground and prints detailed results.
+    """
+    logger.info(f"--- Starting Interactive Debug for Company: {company_identifier} (by {'ID' if is_id else 'Name'}) ---")
+    
+    db_session = next(get_db())
+    
+    try:
+        # 1. Fetch the company
+        if is_id:
+            company = db_session.query(Company).filter(Company.id == company_identifier).first()
+        else:
+            company = db_session.query(Company).filter(Company.name == company_identifier).first()
+            
+        if not company:
+            logger.error(f"Company with {'ID' if is_id else 'Name'} {company_identifier} not found.")
+            # If by name, suggest similar names
+            if not is_id:
+                all_company_names = db_session.query(Company.name).limit(20).all()
+                print("\nAvailable Company Names (first 20):")
+                for (name,) in all_company_names:
+                    print(f"- {name}")
+            return
+
+        logger.info(f"Found Company: {company.name} (ID: {company.id})")
+        
+        # --- PRE-ANALYSIS STATE ---
+        print("\n--- METRICS BEFORE ---")
+        print(f"Calculated: {company.calculated_metric_value} {company.calculated_metric_unit}")
+        print(f"Standardized: {company.standardized_metric_value} {company.standardized_metric_unit}")
+        print(f"Opener 1 (Infra): {company.ai_opener}")
+        print(f"Opener 2 (Ops): {company.ai_opener_secondary}")
+        print("----------------------\n")
+        
+        # 2. Instantiate the service
+        classifier = ClassificationService()
+        
+        # 3. RUN THE CORE LOGIC
+        # This will now print all the detailed logs we added
+        updated_company = classifier.classify_company_potential(company, db_session)
+        
+        # --- POST-ANALYSIS STATE ---
+        print("\n--- METRICS AFTER ---")
+        print(f"Industry (AI): {updated_company.industry_ai}")
+        print(f"Metric Source: {updated_company.metric_source}")
+        print(f"Proof Text: {updated_company.metric_proof_text}")
+        print(f"Calculated: {updated_company.calculated_metric_value} {updated_company.calculated_metric_unit}")
+        print(f"Standardized: {updated_company.standardized_metric_value} {updated_company.standardized_metric_unit}")
+        print(f"\nOpener 1 (Infra): {updated_company.ai_opener}")
+        print(f"Opener 2 (Ops): {updated_company.ai_opener_secondary}")
+        print("---------------------")
+        
+        logger.info(f"--- Interactive Debug Finished for Company: {company.name} (ID: {company.id}) ---")
+
+    except Exception as e:
+        logger.error(f"An error occurred during analysis: {e}", exc_info=True)
+    finally:
+        db_session.close()
+
+if __name__ == "__main__":
+    parser = argparse.ArgumentParser(description="Run a single company analysis for debugging.")
+    parser.add_argument("--id", type=int, help="The ID of the company to analyze.")
+    parser.add_argument("--company-name", type=str, help="The name of the company to analyze.")
+    args = parser.parse_args()
+    
+    if args.id and args.company_name:
+        parser.error("Please provide either --id or --company-name, not both.")
+    elif args.id:
+        run_debug_analysis(args.id, is_id=True)
+    elif args.company_name:
+        run_debug_analysis(args.company_name, is_id=False)
+    else:
+        parser.error("Please provide either --id or --company-name.")