0.9.0

0.9.0

It's been a couple of weeks, so it's time for a new release! 0.9.0 brings two whole new orchestrators, one of which was contributed by a community member just one day after we unveiled new documentation for orchestrator extensibility! The release also includes a new secrets manager, a Slack integration and a bunch of other smaller changes across the codebase. (Our new orchestrators are exciting enough that they'll get their own blog posts to showcase their strengths in due course.)

Beyond this, as usual we included a number of smaller bugfixes and documentation changes to cumulatively improve experience of using ZenML as a user.

What's Changed

• Pass secret to release linting workflow by @schustmi in #642
• Fix typo in example by @anencore94 in #644
• Added SecretExistsError in register_secret() method by @hectorLop in #648
• Fix broken GCP Secrets example CLI command by @strickvl in #649
• Upgrade to ml-pipelines-sdk v1.8.0 by @strickvl in #651
• Fix example list CLI command name by @schustmi in #647
• Fix README by @strickvl in #657
• Fix broken links in docs by @safoinme in #652
• Add VertexOrchestrator implementation by @gabrielmbmb in #640
• Fix index page links and Heading links. by @safoinme in #661
• Add docstring checks to pre-commit script by @strickvl in #481
• Pin MLflow to <1.26.0 to prevent issues when matplotlib is not installed by @fa9r in #666
• Making utils more consistent by @strickvl in #658
• Fix linting failures on develop by @strickvl in #669
• Add docstrings for config module by @strickvl in #668
• Miscellaneous bugfixes by @schustmi in #660
• Make ZenServer dependencies optional by @schustmi in #665
• Implement Azure Secrets Manager integration by @strickvl in #654
• Replace codespell with pyspelling by @strickvl in #663
• Add Community Event to README by @htahir1 in #674
• Fix failing integration tests by @strickvl in #677
• Add io and model_deployers docstring checks by @strickvl in #675
• Update zenml stack down to use --force flag by @schustmi in #673
• Fix class resolving on windows by @schustmi in #678
• Added pipelines docstring checks by @strickvl in #676
• Docstring checks for cli module by @strickvl in #680
• Docstring fixes for entrypoints and experiment_trackers modules by @strickvl in #672
• Clearer Contributing.md by @htahir1 in #681
• How to access secrets within step added to docs by @AlexejPenner in #653
• FIX: Log a warning instead of raising an AssertionError by @ketangangal in #628
• Reviewer Reminder by @htahir1 in #683
• Fix some docs phrasings and headers by @strickvl in #670
• Implement SlackAlerter.ask() by @fa9r in #662
• Extending Alerters Docs by @fa9r in #690
• Sane defaults for MySQL by @htahir1 in #691
• pd.Series materializer by @Reed-Schimmel in #684
• Add docstrings for materializers and metadata_stores by @strickvl in #694
• Docstrings for the integrations module(s) by @strickvl in #692
• Add remaining docstrings by @strickvl in #696
• Allow enabling mlflow/wandb/whylogs with the class-based api by @schustmi in #697
• GitHub Actions orchestrator by @schustmi in #685
• Created MySQL docs, Vertex AI docs, and step.entrypoint() by @AlexejPenner in #698
• Update ignored words by @strickvl in #701
• Stack Component registering made easier by @AlexejPenner in #695
• Cleaning up the docs after the revamp by @bcdurak in #699
• Add model deployer to CLI docs by @safoinme in #702
• Merge Cloud Integrations and create a Vertex AI Example by @AlexejPenner in #693
• GitHub actions orchestrator example by @schustmi in #703

New Contributors

• @anencore94 made their first contribution in #644
• @hectorLop made their first contribution in #648
• @gabrielmbmb made their first contribution in #640
• @ketangangal made their first contribution in #628
• @Reed-Schimmel made their first contribution in #684

Full Changelog: 0.8.1...0.9.0