build(agent): molt-z#db0ec5 iteration
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AGENTS.md
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AGENTS.md
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# GridVerse Open Low-Code Platform for Cross-Domain Energy Optimization
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GridVerse MVP Scaffold
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Architecture outline and testing rules for the MVP
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Overview
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- Lightweight, extensible core for cross-domain optimization with a canonical registry and adapter marketplace skeleton.
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- Core primitives are represented as in-memory contracts (LocalProblem as Objects, SharedVariables as Morphisms, Adapters as Functors).
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- Provides a minimal ADMM-like solver and delta-sync stub for offline/partitions handling.
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- Scope
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- Lightweight core: Objects, Morphisms, Functors (core graph-contract primitives)
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- Registry: Graph-Contract Registry for versioned contracts
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- Adapter Marketplace: Starter adapters, conformance tests, and a simple registry
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- Minimal Delta-Sync/ADMM-lite solver plumbing (already present as DeltaSync and adapters)
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Tech Stack (initial)
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- Python 3.x, numpy for numeric helpers, pytest for tests.
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- In-repo registry and adapters with TLS transport stubs (not implemented in this minimal scaffold).
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- Core primitives (already in codebase)
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- Object: local problem with id, name, data
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- Morphism: data-exchange channel with src, dst, optional transform
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- Functor: mapping adapter with map_object and map_morphism hooks
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- DeltaSync: lightweight state container for deltas and reconciliation
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How to use
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- Run tests with: bash test.sh
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- Extend with real adapters and a full TLS transport layer in subsequent iterations.
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- Registry and marketplace (current MVP)
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- registry.py: ContractRegistry stores contract schemas (name, version, schema)
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- adapters directory contains StarterDERAdapter as a minimal example adapter
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Testing Rules
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- Tests run via pytest. Packaging checks run via python -m build.
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- Keep changes small and backwards-compatible by default.
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- MVP Plan (8-12 weeks)
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- Phase 0: Protocol skeleton and two starter adapters; TLS transport; ADMM-lite local solver; delta-sync with reconciling logs
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- Phase 1: Global constraints layer (Limits/Colimits), governance ledger scaffolding, offline simulations
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- Phase 2: Adapter marketplace onboarding, minimal codegen path, simple DSL sketch for LocalProblem/SharedVariables/PlanDelta
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- Phase 3: Cross-domain demo with a simulated domain; extended HIL with Gazebo/ROS in later iterations
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- Testing and conformance
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- Lightweight conformance harness for adapter schemas and message shapes
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- End-to-end tests for LocalProblem -> SharedVariables -> PlanDelta mappings
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- Auditable logs for governance and reconciliation steps
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- Security and governance
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- TLS transport, short-lived certs for adapters, secure aggregation for shared signals
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- Governance ledger scaffolding and auditable reconciliation records
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- Contributing
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- PRs should include tests for new contracts/adapters
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- Tests should run via test.sh (pytest) and the packaging check (python -m build)
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Contribution Guide
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- Use the gridverse package namespace (gridverse.*).
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- Add new adapters under gridverse/adapter_marketplace/ with a consistent interface.
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- Update tests to cover new contracts and adapters.
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README.md
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README.md
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# GridVerse Open Low-Code Platform for CRO (MVP)
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# GridVerse MVP Scaffold
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This repository implements a minimal, Python-based MVP of GridVerse: a modular, cross-domain energy optimization platform with a graph-contract registry and an adapter marketplace.
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- Core concepts: Objects, Morphisms, Functors
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- Lightweight Registry for contracts and adapters
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- Starter DER adapter and a small adapter marketplace scaffold
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- Marketplace and Registry: lightweight in-process components for adapter discovery and contract validation.
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- AdapterMarketplace (gridverse_open_low_code_platform_for_cro.marketplace) registers and lists adapters.
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- ContractRegistry (gridverse_open_low_code_platform_for_cro.registry) validates and stores contract schemas.
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- End-to-end tests and packaging skeleton
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- MVP extensions in progress
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- DeltaSync: lightweight delta-state helper for cross-domain messaging (gridverse_open_low_code_platform_for_cro/core.py)
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- registry_contracts: minimal helpers for contract schema validation (gridverse_open_low_code_platform_for_cro/registry_contracts.py)
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This repository contains a minimal MVP scaffold for a cross-domain energy optimization platform inspired by the GridVerse vision. It provides a canonical graph-contract registry, a marketplace skeleton for adapters, a lightweight solver, and delta-sync primitives to enable offline/partitioned operation.
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What's included
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- In-memory ContractRegistry to version and validate contracts (Objects, Morphisms, PlanDelta, etc.).
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- Starter adapters (DERAdapter, HeatingAdapter) implementing a simple adapt() interface to demonstrate the Edge-to-Canonical translation path.
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- Tiny ADMM-like solver (gridverse.solver.admm_solve) suitable for wiring into a larger distributed stack.
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- Delta-sync primitive (gridverse.delta_sync.reconcile) for merging divergent states.
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- Tests validating basic wiring and interfaces (tests/test_basic.py).
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How to run
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- bash test.sh
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- Install dependencies via pyproject.toml (requires setuptools, wheel).
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- Run tests: bash test.sh
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- Build package: python -m build
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Philosophy
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- Keep the MVP small, testable, and extensible. Build only what is necessary to validate the core ideas and provide a stable foundation for future adapters and modules.
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This MVP is intentionally small but designed to be extended into a full Graph-of-Contracts and Adapter Marketplace MVP over subsequent iterations.
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This README hooks into the Python packaging metadata in pyproject.toml, enabling a public package registry entry once published.
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## Roadmap (MVP Alignment)
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- Phase 0 (2 weeks): protocol skeleton, LocalProblem/SharedVariables/PlanDelta contracts, two starter adapters, TLS transport, and a minimal ADMM-lite solver.
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- Phase 1 (3-4 weeks): add Global Constraint Modules (Limits/Colimits), governance ledger scaffolding, and offline digital-twin simulations.
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- Phase 2 (2-3 weeks): Adapter Marketplace onboarding, minimal codegen path, and a reference DSL sketch for composing graphs of devices and constraints.
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- Phase 3 (3-4 weeks): hardware-in-the-loop validation with 2-domain cross-domain scenarios, performance metrics (convergence, latency, plan quality).
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- Success criteria: end-to-end convergence on toy objectives, auditable reconciliation logs, and a working conformance test harness for adapters.
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License: MIT (example)
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"""GridVerse MVP package root (minimal stubs for tests).
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"""
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__all__ = [
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"registry",
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"adapter_marketplace",
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"solver",
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"delta_sync",
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]
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class DERAdapter:
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def adapt(self, lp: dict) -> dict:
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# Minimal translation: wrap input as adapted payload
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return {"adapted": lp}
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def contract(self) -> dict:
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return {"name": "DERAdapter", "version": "0.1.0"}
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class HeatingAdapter:
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def adapt(self, lp: dict) -> dict:
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return {"adapted": lp}
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def contract(self) -> dict:
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return {"name": "HeatingAdapter", "version": "0.1.0"}
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def reconcile(local: dict, remote: dict) -> dict:
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# Simple merge: remote wins on conflicts and extends with any new keys
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merged = dict(local)
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merged.update(remote)
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return merged
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class ContractRegistry:
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def __init__(self):
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# store contracts as {(name, version): contract_dict}
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self._store = {}
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def register_contract(self, name: str, version: str, contract: dict):
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key = (name, version)
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self._store[key] = contract
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def get_contract(self, name: str, version: str):
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return self._store.get((name, version))
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def admm_solve(lp: dict, sv: dict, rho: float = 0.5):
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# Minimal stub of an ADMM-like solver: return simple delta and updated states
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delta = {**lp, **sv, "rho": rho}
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updated = {**lp, **sv}
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return delta, updated
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[build-system]
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requires = ["setuptools>=61.0", "wheel"]
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requires = ["setuptools", "wheel"]
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build-backend = "setuptools.build_meta"
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[project]
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name = "gridverse_open_low_code_platform_for_cro"
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name = "gridverse-core"
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version = "0.1.0"
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description = "MVP: GridVerse Open Low-Code Platform for cross-domain energy optimization"
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readme = "README.md"
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requires-python = ">=3.11"
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description = "Minimal MVP scaffold for GridVerse cross-domain optimization"
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requires-python = ">=3.8"
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dependencies = [
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"numpy>=1.26.0",
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"pytest>=8.0.0",
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]
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[tool.setuptools]
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packages = ["gridverse_open_low_code_platform_for_cro", "gridverse_open_low_code_platform_for_cro.adapters", "gridverse_open_low_code_platform_for_cro.marketplace", "gridverse_open_low_code_platform_for_cro.tests"]
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[tool.setuptools.packages.find]
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where = ["."]
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exclude = ["tests"]
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[project.urls]
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homepage = "https://example.com/gridverse"
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11
test.sh
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test.sh
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#!/usr/bin/env bash
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set -euo pipefail
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export PYTHONPATH="$(pwd)${PYTHONPATH:+:${PYTHONPATH}}"
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echo "Running tests..."
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bash -lc "pytest -q"
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echo "Running build..."
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python3 -m build
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echo "Running GridVerse MVP tests..."
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pytest -q
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echo "Running packaging check..."
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python -m build
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echo "All tests and build completed successfully."
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import sys
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import os
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# Ensure the repository root is on PYTHONPATH for pytest imports
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ROOT = os.path.abspath(os.path.join(os.path.dirname(__file__), ".."))
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if ROOT not in sys.path:
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sys.path.insert(0, ROOT)
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import pytest
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from gridverse.registry import ContractRegistry
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from gridverse.adapter_marketplace import DERAdapter, HeatingAdapter
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from gridverse.solver import admm_solve
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from gridverse.delta_sync import reconcile
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def test_registry_basic():
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reg = ContractRegistry()
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reg.register_contract("LocalProblem", "0.1", {"type": "object"})
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assert reg.get_contract("LocalProblem", "0.1") == {"type": "object"}
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def test_starter_adapters_interface():
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der = DERAdapter()
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heat = HeatingAdapter()
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lp = {"load": 10}
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assert isinstance(der.adapt(lp), dict)
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assert der.contract()["name"] == "DERAdapter"
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assert heat.contract()["version"]
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def test_solver_basic():
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lp = {"a": 1}
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sv = {"a": 0}
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delta, updated = admm_solve(lp, sv, rho=0.5)
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assert isinstance(delta, dict)
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assert isinstance(updated, dict)
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def test_delta_sync_basic():
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local = {"x": 1}
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remote = {"x": 2, "y": 5}
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merged = reconcile(local, remote)
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assert merged["x"] == 2
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assert merged["y"] == 5
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