31 lines
1.7 KiB
Markdown
31 lines
1.7 KiB
Markdown
# CosmosMesh Privacy-Preserving Federated (CatOpt bridge MVP)
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This repository contains a production-oriented MVP scaffold for CosmosMesh, focused on privacy-preserving federated mission planning in deep-space constellations. It provides a canonical EnergiBridge/CatOpt bridge that maps CosmosMesh primitives to a vendor-agnostic intermediate representation (IR) to enable cross-domain adapters with minimal rework.
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Key concepts
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- LocalProblem: per-asset planning task with objective, variables, and constraints.
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- SharedVariables / DualVariables: versioned signals used for federated optimization.
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- PlanDelta: incremental plan updates with cryptographic tags.
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- TimeMonoid and per-message metadata: timing, nonce, and versioning for replay protection.
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- Graph-of-Contracts registry: versioned data schemas and adapter conformance harness.
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MVP highlights
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- A 2–3 asset testbed with a simple quadratic objective (e.g., task allocation + energy budgeting) and an ADMM-lite solver.
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- Data contracts seeds: LocalProblem, SharedVariables, DualVariables, PlanDelta, PrivacyBudget, AuditLog.
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- Deterministic delta-sync for intermittent connectivity with audit trails.
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- DID/short-lived certs baseline for identity and security.
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- Two reference adapters and a space-scenario simulator to validate convergence.
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Usage
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- The core bridge lives under `src/cosmosmesh_privacy_preserving_federated/`.
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- CatOptBridge provides to_catopt/from_catopt helpers for LocalProblem objects.
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- EnergiBridge is a minimal stub for cross-domain interoperability.
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Build and tests
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- The project uses a pyproject.toml build configuration. Run:
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- python3 -m build
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- Tests (if present) use pytest. Run:
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- pytest -q
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See CONTRIBUTING guidelines in AGENTS.md for how to contribute and extend the MVP.
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