marketmesh-privacy-preserving-federated-/README.md

MarketMesh Privacy-Preserving Federated Benchmarking

Overview

• Lightweight, open-source federation platform for sharing anonymized growth KPIs to generate cross-market benchmarks without exposing raw data.
• MVP features: contract-driven data exchange, privacy budgets, secure/DP aggregation, delta-sync, governance ledger, adapters marketplace, and a CatOpt-inspired interoperability abstraction.

Getting Started

• Install (editable): python -m build pip install .
• Run tests: ./test.sh

Project Structure (high level)

• marketmesh_privacy_preserving_federated_: Core package with protocol, aggregation, governance and adapters scaffolding.
• marketmesh_privacy_preserving_federated_/adapters: Stripe and Shopify adapters (minimum viable implementations).
• tests: Basic unit tests for protocol/aggregation and adapter mappings.

How to contribute

• Implement additional adapters by adding modules under adapters/ and mapping their signals to canonical KPIs.
• Extend the protocol with more contract fields and governance rules as needed.

License

• MIT-style license (placeholder in this MVP).

This README is linked in pyproject.toml for packaging visibility.