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: str | None = None, allow_list: List[str] | None = None) → str#

Anonymize text.

Parameters:

  • text (str)

  • language (str | None)

  • allow_list (List[str] | None)

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