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Processor based on Presidio anonymizer

Project description

pyprocessors-pseudonimizer

Pseudonymization processor based on Microsoft Presidio.

Requirements

  • Python 3.12+
  • uv for package management

Installation

pip install pyprocessors-pseudonimizer

Or with uv:

uv add pyprocessors-pseudonimizer

Development setup

uv sync --extra test

Running tests

uv run pytest

Linting

uv run ruff check .
uv run ruff format --check .

Publishing

uv build
uv publish

Operators

The processor supports the following anonymization operators:

Operator Description
mask Replaces characters with a masking character
replace Replaces the entity with a fixed value
redact Removes the entity completely from the text
label Replaces the entity with its label name (e.g. <person>)
identity Leaves the entity unchanged
faker Replaces the entity with a fake value from Faker

SBOM & vulnerability check

Install the SBOM dependencies:

uv sync --extra sbom

Generate a CycloneDX SBOM from the current environment:

uv run cyclonedx-py environment -o sbom.cdx.json --output-format json

Audit dependencies for known vulnerabilities:

uv run pip-audit --format json --output audit-report.json

To fail on any known vulnerability (useful in CI):

uv run pip-audit --strict

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