from presidio_anonymizer import AnonymizerEngine from presidio_anonymizer.entities import OperatorConfig from presidio_analyzer import RecognizerResult def retrieve_name_records(): """Read in a table of names with gender and country code fields.""" pass def generate_surrogate(name): """Return appropriate surrogate name from text string""" if "John" in name: return "Jill" else: return "SURROGATE_NAME" def anonymize( anonymizer: AnonymizerEngine, text: str, analyze_results: list[RecognizerResult] ): """Anonymize identified input using Presidio Anonymizer.""" if not text: return res = anonymizer.anonymize( text, analyze_results, operators={ "STUDENT": OperatorConfig("custom", {"lambda": generate_surrogate}), "EMAIL_ADDRESS": OperatorConfig("replace", {"new_value": "janedoe@aol.com"}), "PHONE_NUMBER": OperatorConfig("replace", {"new_value": "888-888-8888"}), "URL": OperatorConfig("replace", {"new_value": "aol.com"}), } ) return res.text