Presidio

Context aware, pluggable and customizable PII de-identification service for text and images.

Overview

presidio is a convenience meta-package that references and installs presidio-analyzer and presidio-anonymizer, the PII detection and anonymization engines from the Microsoft Presidio project.

Note: This package contains no code of its own. It simply pulls in presidio-analyzer and presidio-anonymizer as dependencies. For the full feature set, documentation, and source code please refer to the presidio-analyzer README and the presidio-anonymizer README.

Installation

pip install presidio

This will install presidio-analyzer, presidio-anonymizer, and their dependencies.

Usage

from presidio_analyzer import AnalyzerEngine
from presidio_anonymizer import AnonymizerEngine

analyzer = AnalyzerEngine()
anonymizer = AnonymizerEngine()

results = analyzer.analyze(text="My name is John Doe", language="en")
anonymized = anonymizer.anonymize(text="My name is John Doe", analyzer_results=results)
print(anonymized)

Documentation

For full documentation, visit https://presidio.dataprivacystack.org.

Acknowledgements

The idea of publishing a top-level presidio package that bundles presidio-analyzer and presidio-anonymizer was originally proposed and implemented by Sakthi Santhosh Anumand and Harsha Vardhan. We thank them for the initiative and for making Presidio more accessible to the community.

License

MIT License. See LICENSE for details.

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