from typing import List, Dict def obfuscate_data( data: List[Dict[str, str]], pii_fields: List[str] ) -> List[Dict[str, str]]: """ A function to obfuscate PII fields in a list of dictionaries, replacing sensitive values with a string of asterisks. """ return [ {k: ("***" if k in pii_fields else v) for k, v in record.items()} for record in data ]