from langchain_experimental.data_anonymizer.presidio import MappingDataType def default_matching_strategy(text: str, deanonymizer_mapping: MappingDataType) -> str: """ Default matching strategy for deanonymization. It replaces all the anonymized entities with the original ones. Args: text: text to deanonymize deanonymizer_mapping: mapping between anonymized entities and original ones""" # Iterate over all the entities (PERSON, EMAIL_ADDRESS, etc.) for entity_type in deanonymizer_mapping: for anonymized, original in deanonymizer_mapping[entity_type].items(): text = text.replace(anonymized, original) return text