0.44.2
This release contains updates for some of the most popular integrations, as well as several bug fixes and documentation improvements.
Minor Default Behavior Changes
- The default page size for
zenml list
commands was reduced to 20 (from 50) to speed up the runtime of such commands. - Simultaneous connection to local and remote ZenML servers is no longer possible since this caused several unexpected behaviors in the past.
Integration Updates
- The
mlflow
integration now supports the newest MLflow version2.6.0
. - The
evidently
integration now supports the latest Evidently version0.4.4
. - The SageMaker orchestrator of the
aws
integration now supports authentication via service connectors.
What's Changed
- Add
bandit
to CI for security linting by @strickvl in #1775 - Add
mlstacks
compatibility check to CI by @strickvl in #1767 - extend
StepContext
visibility to materializers by @avishniakov in #1769 - Revert GH changes to fix colima bug in macos gh by @safoinme in #1779
- Reduce CI runner count by @strickvl in #1777
- Add E2E template as example by @avishniakov in #1766
- Fix CI step names by @avishniakov in #1784
- Add vulnerability scanner by @strickvl in #1776
- Stop CI from running on push to
develop
by @strickvl in #1788 - Skip update templates outside PR by @avishniakov in #1786
- Fix azure service connector docs by @stefannica in #1778
- fix: use k8s V1CronJob instead of V1beta1CronJob (#1781) by @francoisserra in #1787
- Page limit adjustment by @bcdurak in #1791
- Prevent simultaneous connection to local and remote servers by @fa9r in #1792
- Update
MLflow
version to allow support for 2.6.0 by @safoinme in #1782 - Improve
ConnectionError
error message by @fa9r in #1783 - Stop old MLflow services when deploying new ones by @fa9r in #1793
- Prevent adding private components into shared stacks by @fa9r in #1794
- Publish server helm chart as part of CI by @wjayesh in #1740
- Docs on the use of ZenML-specific environment variables by @strickvl in #1796
- Add support for newer Evidently versions by @fa9r in #1780
- Link E2E example to docs by @avishniakov in #1790
- Copy step instance before applying configuration by @schustmi in #1798
- Fix AWS container registry image pushing with service connectors by @fa9r in #1797
- Make Sagemaker orchestrator work with connectors by @fa9r in #1799
- Add rebase Pre-requisite to PRs template by @safoinme in #1801
Full Changelog: 0.44.1...0.44.2