import sys import os # Setup Environment sys.path.append(os.path.join(os.path.dirname(__file__), "../../")) from backend.database import SessionLocal, JobRolePattern, Persona def test_mapping(job_title): db = SessionLocal() print(f"\n--- Testing Mapping for '{job_title}' ---") # 1. Find Role Name via JobRolePattern role_name = None mappings = db.query(JobRolePattern).all() for m in mappings: pattern_clean = m.pattern.replace("%", "").lower() if pattern_clean in job_title.lower(): role_name = m.role print(f" -> Matched Pattern: '{m.pattern}' => Role: '{role_name}'") break if not role_name: print(" -> No Pattern Matched.") return # 2. Find Persona via Role Name persona = db.query(Persona).filter(Persona.name == role_name).first() if persona: print(f" -> Found Persona ID: {persona.id} (Name: {persona.name})") else: print(f" -> ERROR: Persona '{role_name}' not found in DB!") db.close() if __name__ == "__main__": test_titles = [ "Leiter Hauswirtschaft", "CTO", "Geschäftsführer", "Head of Marketing", "Einkaufsleiter" ] for t in test_titles: test_mapping(t)