zenml
https://github.com/zenml-io/zenml
Python
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
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- Issues
- Python dependency audit: medium/low vulnerability tracking
- Support for resource pools v2
- Sagemaker: Resolve zombie pipelines
- Restructure CI into fast, merge-queue, and develop-qualification tiers
- Run CI test suites on Modal sandboxes via offload
- Investigate cleanup for Modal apps after sandbox completion
- Deprecate Integrations No Longer Actively Maintained
- Otel Metrics Store as a new stack component type
- Add OTel MetricStore stack component for runtime metric export
- K8s deployer: `RunContext` singleton torn down per-request by stack orchestrator, causing `RuntimeError: Run context not initialized` under concurrency
- Docs
- Python not yet supported