0.95.1
Changed 3
- ZenML now falls back to the orchestrator image when steps use step operators in dynamic pipelines, matching the behavior used for isolated steps without step operators
- Improved database query performance by adjusting how related data is loaded for common pipeline run and step run queries
- ZenML now avoids writing back into the log store during shutdown to improve reliability for pipeline and step log collection
Fixed 2
- Fixed an issue where running a step with a step operator in a dynamic pipeline could fail unless that step was explicitly listed in pipeline.depends_on
- Fixed a deadlock that could happen during logging context shutdown when using fsspec-based artifact log stores with debug logs enabled
Dynamic pipelines with step operators
Dynamic pipeline execution is more reliable when steps use step operators.
- Fixed an issue where running a step with a step operator in a dynamic pipeline could fail unless that step was explicitly listed in
pipeline.depends_on. - ZenML now falls back to the orchestrator image in this case, matching the behavior already used for isolated steps without step operators. PR #4960
Faster pipeline and step run queries
Common pipeline run and step run views should now load more efficiently, especially on larger deployments.
- Improved database query performance by adjusting how related data is loaded for common pipeline run and step run queries.
- This helps avoid expensive query plans in MySQL for paginated run listings, making these queries more scalable. PR #4965
Logging stability
Logging shutdown is now safer when using artifact-backed log stores.
- Fixed a deadlock that could happen during logging context shutdown when using
fsspec-based artifact log stores with debug logs enabled. - ZenML now avoids writing back into the log store during shutdown, improving reliability for pipeline and step log collection. PR #4964
What's Changed
- Add version 0.94.6 to legacy docs by @github-actions[bot] in https://github.com/zenml-io/zenml/pull/4957
- Add 0.95.0 to the migration tests by @github-actions[bot] in https://github.com/zenml-io/zenml/pull/4959
- Exclude
zenmlfrom its own dependency audit by @strickvl in https://github.com/zenml-io/zenml/pull/4961 - Fallback to orchestrator image by @schustmi in https://github.com/zenml-io/zenml/pull/4960
- Fix logging shutdown deadlock by @schustmi in https://github.com/zenml-io/zenml/pull/4964
- Improve DB query plans by using selectinload by @schustmi in https://github.com/zenml-io/zenml/pull/4965
- Prepare release 0.95.1 by @github-actions[bot] in https://github.com/zenml-io/zenml/pull/4966
Full Changelog: https://github.com/zenml-io/zenml/compare/0.95.0...0.95.1