zenml
https://github.com/zenml-io/zenml
Python
ZenML 🙏: Build portable, production-ready MLOps pipelines. https://zenml.io.
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- Issues
- [DB growth initiative #4] Enforce step configuration uniqueness
- Stream file copies instead of loading whole files into memory
- [DB growth initiative #5] Read compressed snapshot and step configuration payloads
- Database backups can reuse incomplete artifacts after a failed write
- [DB growth initiative #3] Make run metadata publication atomic and delete metadata with its last link
- Prune artifact versions server-side with one liveness rule
- Fix dead Kitaru example links in the user-guide docs
- Stale GCS logs
- Grafana Loki and Elasticsearch as new log store flavors
- Fix run context teardown during concurrent deployment invocations
- Docs
- Python not yet supported