[31f88f42] Keine neuen Commits in dieser Session.

Keine neuen Commits in dieser Session.

company-explorer/backend/tests/test_matching_logic.py

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+import sys
+import os
+import logging
+from sqlalchemy import create_engine
+from sqlalchemy.orm import sessionmaker
+
+# Add backend to path
+sys.path.append(os.path.dirname(os.path.dirname(os.path.abspath(__file__))))
+
+from database import Company
+from services.deduplication import Deduplicator
+
+logging.basicConfig(level=logging.INFO)
+logger = logging.getLogger(__name__)
+
+# Mock DB or use live DB (safely)
+# The config uses /data/companies_v3_fixed_2.db in Docker, but locally it's in the root.
+DB_PATH = "../../companies_v3_fixed_2.db"
+engine = create_engine(f"sqlite:///{DB_PATH}")
+Session = sessionmaker(bind=engine)
+db = Session()
+
+def test_matching():
+    dedup = Deduplicator(db)
+    
+    test_cases = [
+        {"name": "Wolfra", "website": "wolfra.de", "city": "Erding"},
+        {"name": "Wolfra Kelterei", "website": "wolfra.de", "city": "Erding"},
+        {"name": "Wolfra Fruchtsaft GmbH", "website": "https://www.wolfra.de/", "city": "Erding"},
+        {"name": "Müller GmbH", "city": "München"}, # Broad search
+        {"name": "NonExistentCompany", "city": "Berlin"}
+    ]
+    
+    for case in test_cases:
+        print(f"\n--- Matching Query: {case['name']} ({case.get('website', 'no-url')}) ---")
+        results = dedup.find_duplicates(case)
+        if results:
+            for i, res in enumerate(results[:3]):
+                print(f"  [{i+1}] Match: {res['name']} (Score: {res['score']}) | CRM ID: {res['crm_id']}")
+        else:
+            print("  No matches found.")
+
+if __name__ == "__main__":
+    test_matching()