zenml
https://github.com/zenml-io/zenml
Python
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
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- Issues
- 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
- Automatically log ZenML artifacts to W&B Artifacts
- Add a W&B Model Registry stack component
- Allow downstream products to filter or rewrite logs before storage
- Trigger improvements
- Faster CI suite - sub 10min
- BaseOrchestrator.resume_run has no capability flag; dynamic-pipeline resume silently falls back to a plain submit on integrations that override submit_dynamic_pipeline
- Feature Request: Native Event-Driven & Transport-Agnostic Pipeline Deployment Ingest
- As a user I want to execute an untracked pipeline run
- Docs
- Python not yet supported