Anonymizor class reference

Anonymizers are used to anonymize data while outputting.

This module contains all classes for anonymizers:

• data_migrator.anonymizors.base.BaseAnonymizer
• SimpleStringAnonymizor
• TextAnonymizor
• ChoiceAnonymizor

Note

Also check the data_migrator.contrib module for some country specific anonymizers

SimpleStringAnonymizor

class data_migrator.anonymizors.strings.SimpleStringAnonymizor

SimpleStringAnonymizor translates to random printable chars

TextAnonymizor

class data_migrator.anonymizors.strings.TextAnonymizor

TextAnonymizor translates to random chars taking whitespace and and punctuation into account.

ChoiceAnonymizor

class data_migrator.anonymizors.lists.ChoiceAnonymizor(choices, weights=None)

ChoiceAnonymizor returns some choices with optional probabilities

>>> ChoiceAnonymizor(['M', 'F', None], weights=[0.3, 0.3, 0.4])()
'M'

choices

list – list of choices to select from

weights

list – optional list of weights

BaseAnonymizor

class data_migrator.anonymizors.base.BaseAnonymizor

BaseType for anonymizers of the data-migrator.

Instantiate the anonymizer and definition and call the instantiation at translation time.

Implement the __call__() method to implement your specific anonymizor.

__call__(v)

output the anonymized object.

Parameters:v – object to anonymize Returns:anonymized value