langchain_experimental.data_anonymizer.base.ReversibleAnonymizerBase

class langchain_experimental.data_anonymizer.base.ReversibleAnonymizerBase[source]

Base abstract class for reversible anonymizers.

Methods

__init__()

anonymize(text[, language, allow_list])

Anonymize text.

deanonymize(text_to_deanonymize[, ...])

Deanonymize text

reset_deanonymizer_mapping()

Abstract method to reset deanonymizer mapping

__init__()
anonymize(text: str, language: Optional[str] = None, allow_list: Optional[List[str]] = None) str

Anonymize text.

Parameters
  • text (str) –

  • language (Optional[str]) –

  • allow_list (Optional[List[str]]) –

Return type

str

deanonymize(text_to_deanonymize: str, deanonymizer_matching_strategy: ~typing.Callable[[str, ~typing.Dict[str, ~typing.Dict[str, str]]], str] = <function exact_matching_strategy>) str[source]

Deanonymize text

Parameters
  • text_to_deanonymize (str) –

  • deanonymizer_matching_strategy (Callable[[str, Dict[str, Dict[str, str]]], str]) –

Return type

str

abstract reset_deanonymizer_mapping() None[source]

Abstract method to reset deanonymizer mapping

Return type

None