MetriPlane v0.2.0 — Physical Observability, Evidence Bundles, and Command Center
MetriPlane v0.2.0 is an open-source physical-observability release for bounded planar workcells. It converts calibrated camera/replay-derived state into named assets, traces, spatial contracts, incidents, evidence bundles, operator-review reports, and generated physical regression tests.
This release is the primary software artifact for the planned SoftwareX paper. The historical DOI-archived baseline remains MetriPlane v0.1.4.
Main additions
- Physical-observability release identity
- Sentinel observe-only auditing
- Atlas Evidence Review / Cell Black Box workflow
- Domain packs and deterministic assembly-cell replay
- Physical event ledger
- Cell Truth Report
- Evidence bundle verification
- Generated physical regression tests
- Command Center review UI/API
- Camera trust, local evidence Q&A, counterfactuals, and forecasting evidence
- ROS 2 / Isaac / Omniverse adapter surfaces with bounded claims
- Docker local replay/demo smoke evidence, bounded to build/start, health endpoint JSON, and cleanup logs
- SoftwareX paper evidence package under
evidence/paper_v2_0/ - Reviewer kit under
docs/review_kit/
Reproduce the paper demo
python3 -m venv .venv
source .venv/bin/activate
pip install -e .
python -m metriplane.cli doctor
PYTEST_DISABLE_PLUGIN_AUTOLOAD=1 python -m pytest -q
./tools/mp.sh deterministic-replay
metriplane atlas validate-pack configs/domain_packs/assembly_cell
metriplane atlas run \
--session-jsonl datasets/demo/atlas/assembly_cell_missing_tool.jsonl \
--pack configs/domain_packs/assembly_cell \
--out runs/atlas/assembly_cell_missing_tool
metriplane atlas bundle verify \
runs/atlas/assembly_cell_missing_tool/evidence_bundles/INC-0001.zip
metriplane atlas test \
runs/atlas/assembly_cell_missing_tool/regression_tests/INC-0001.yaml
metriplane atlas dashboard build \
--run-dir runs/atlas/assembly_cell_missing_toolEvidence status
The captured v0.2.0 paper evidence package records:
- 580 passing tests
- Deterministic replay pass
- Atlas assembly-cell run: 6 events, 1 incident
- Evidence bundle verification pass
- Generated regression test pass
- Dashboard build pass
- Python sdist/wheel build pass
twine checkpass- Docker local replay/demo smoke captured as bounded smoke evidence only
Key paper artifacts
The release includes a dedicated paper evidence package:
evidence/paper_v2_0/
Important generated artifacts include:
evidence/paper_v2_0/atlas_run/cell_truth_report.md
evidence/paper_v2_0/atlas_run/cell_truth_report.html
evidence/paper_v2_0/atlas_run/atlas_dashboard.html
evidence/paper_v2_0/atlas_run/physical_event_log.jsonl
evidence/paper_v2_0/atlas_run/reality_graph.json
evidence/paper_v2_0/atlas_run/process_trace.json
evidence/paper_v2_0/atlas_run/evidence_bundles/INC-0001.zip
evidence/paper_v2_0/atlas_run/regression_tests/INC-0001.yaml
evidence/paper_v2_0/CHECKSUMS.sha256
DOI and citation
The v0.2.0 Zenodo archive is available at:
10.5281/zenodo.20736619
Zenodo record:
https://zenodo.org/records/20736619
Recommended citation:
Parkkinen, M. (2026). MetriPlane v0.2.0: Open-Source Physical Observability for Workcell Evidence, Replay, and Regression Testing (Version 0.2.0) [Computer software]. Zenodo. https://doi.org/10.5281/zenodo.20736619
Historical baseline
The historical DOI-archived baseline remains:
MetriPlane v0.1.4 — 10.5281/zenodo.20631037
v0.1.4 provides the earlier repository-stabilized baseline for camera-first planar metric state streaming, deterministic replay, zone analytics, and benchmark evidence. v0.2.0 extends that baseline into physical observability, evidence bundles, operator review, and regression testing.
Scope and limitations
MetriPlane is observe-only.
It does not:
- control robots or machines
- certify safety
- approve quality release
- recognize people
- claim marker-free tracking
- claim full 3D reconstruction
- claim production collision avoidance
- claim factory-wide deployment validation
ROS 2, Isaac, Omniverse, Docker, Jetson, and exporter paths are bounded adapter/deployment surfaces unless separately evidenced.
Docker evidence in this release is local replay/demo smoke only. It is not benchmark, production-runtime, live-camera, reliability, or safety evidence.
SoftwareX status
This release is the primary software artifact for a planned SoftwareX submission. No accepted or peer-reviewed SoftwareX publication is claimed by this release.