pii-manager 0.5.0

Text Anonymization of PII

Pii Manager

This repository builds a Python package that performs PII processing for text data i.e. replacement/tagging/extraction of PII (Personally Identifiable Information aka Personal Data) items existing in the text.

The PII Tasks in the package are structured by language & country, since many of the PII elements are language- and/or -country dependent.

Requirements

The package needs at least Python 3.8, and uses the python-stdnum package to validate identifiers.

Usage

The package can be used:

• As an API, in two flavors: function-based API and object-based API
• As a command-line tool

For details, see the usage document.

Building

The provided Makefile can be used to process the package:

• make pkg will build the Python package, creating a file that can be installed with pip
• make unit will launch all unit tests (using pytest, so pytest must be available)
• make install will install the package in a Python virtualenv. The virtualenv will be chosen as, in this order:
  • the one defined in the VENV environment variable, if it is defined
  • if there is a virtualenv activated in the shell, it will be used
  • otherwise, a default is chosen as /opt/venv/bigscience (it will be created if it does not exist)

Contributing

To add a new PII processing task, please see the contributing instructions.