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Greenmask

Open-source tooling for secure test data workflows

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Greenmask

Open-source Test Data Management (TDM) and data anonymization platform focused on secure production-like development workflows.

Greenmask enables organizations to safely use realistic data in development, testing, staging, and AI-assisted engineering environments without exposing sensitive information.


Core Principles

  • Stateless architecture
  • In-flight anonymization
  • No persistent storage of raw production datasets
  • Production-like development workflows
  • Subset-oriented data pipelines
  • Extensible transformation system
  • Infrastructure and automation friendly

What Greenmask Provides

Data Anonymization

Transform sensitive production data during logical dump workflows using configurable masking and transformation pipelines.

Test Data Management

Create secure production-like datasets for development, testing, staging, CI pipelines, and ephemeral environments.

Subsetting

Extract only the required portion of production data while preserving relational consistency.

Synthetic Data Generation

Generate realistic synthetic values and replacement datasets for non-production environments.

Secure Development Workflows

Reduce the operational and security risks associated with long-lived raw production copies in lower-trust environments.


Architecture

Greenmask is designed around a stateless, stream-oriented architecture:

Database → Logical Dump Stream → Transformation Pipeline → Storage / Restore

During anonymization workflows:

  • data is processed in-flight;
  • transformations are executed directly within the dump stream;
  • sensitive raw datasets do not need to be persistently stored unmasked.

This model is designed to support secure development and testing workflows in regulated and compliance-driven environments.


Supported Databases

Stable

  • PostgreSQL

Experimental

  • MySQL

Repositories

Repository Description
greenmask Core Greenmask engine and CLI
examples Examples, integrations, and deployment scenarios

Documentation


Community & Support

For enterprise support and partnership inquiries, please contact us through the website or reach out to support@greenmask.io.


Future Platform Vision

Greenmask is evolving toward a platform designed for secure, production-like, ephemeral development environments.

Our long-term direction combines:

  • Test Data Management (TDM)
  • In-flight anonymization
  • Ephemeral environments
  • API-first infrastructure workflows
  • AI-assisted development workflows
  • DBaaS and infrastructure integrations

This architecture is intended to help developers and AI-assisted workflows rapidly provision isolated feature-specific environments and safely iterate on realistic datasets.

Conceptual architecture:

Future Platform Vision

This roadmap is being developed in collaboration with Solanica and OpenEverest as part of a broader effort to build open-source, enterprise-grade infrastructure for modern software delivery workflows.

Read more in the announcement blog post.


License

Greenmask is open-source software released under the Apache 2.0 License.

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  1. greenmask greenmask Public

    Database anonymization and test data management

    Go 1.8k 72

  2. examples examples Public

    Greenmask Usage Examples

    Python

Repositories

Showing 10 of 13 repositories
  • greenmask Public

    Database anonymization and test data management

    GreenmaskIO/greenmask's past year of commit activity
    Go 1,762 Apache-2.0 72 46 (2 issues need help) 8 Updated Aug 25, 2026
  • storages Public
    GreenmaskIO/storages's past year of commit activity
    Go 1 Apache-2.0 0 0 0 Updated Jul 27, 2026
  • restic Public Forked from restic/restic

    Fast, secure, efficient backup program

    GreenmaskIO/restic's past year of commit activity
    Go 0 BSD-2-Clause 1,922 0 0 Updated Jul 22, 2026
  • doctest Public
    GreenmaskIO/doctest's past year of commit activity
    0 Apache-2.0 0 0 0 Updated Jun 30, 2026
  • GreenmaskIO/integration-tests-dumps's past year of commit activity
    0 0 0 0 Updated May 13, 2026
  • .github Public
    GreenmaskIO/.github's past year of commit activity
    0 0 0 0 Updated May 9, 2026
  • examples Public

    Greenmask Usage Examples

    GreenmaskIO/examples's past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Apr 24, 2026
  • transformers Public

    Example of custom transformer for greenmask

    GreenmaskIO/transformers's past year of commit activity
    Python 0 Apache-2.0 0 0 0 Updated Oct 22, 2025
  • homebrew-core Public Forked from Homebrew/homebrew-core

    🍻 Default formulae for the missing package manager for macOS (or Linux)

    GreenmaskIO/homebrew-core's past year of commit activity
    Ruby 0 BSD-2-Clause 14,225 0 0 Updated Feb 7, 2025
  • mysql Public Forked from go-sql-driver/mysql

    Go MySQL Driver is a MySQL driver for Go's (golang) database/sql package

    GreenmaskIO/mysql's past year of commit activity
    Go 0 MPL-2.0 2,453 0 0 Updated Dec 18, 2024

Sponsors

  • @LambdaTest-Inc

Top languages

Go Python Ruby

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