0.63.0

Moving forward from the last two releases, we have further improved the 1-click deployment tool and the stack wizard by adding support for Azure.

Moreover, we implemented a new step operator that allows you to run individual steps of your pipeline in Kubernetes pods.

Lastly, we have simplified our pipeline models by removing their versions. No migration is required but if you were using the API, please take out references to pipeline versions, and reference runs directly from now on.

What's Changed

• Enable cloud build service in GCP stack deployment by @stefannica in #2864
• Adding a logo_url and the of the integration to component responses by @bcdurak in #2866
• Use REST in Model tests by @avishniakov in #2834
• Add Azure stack wizard by @avishniakov in #2841
• Migration testing for 0.62.0 by @schustmi in #2860
• Fix RBAC in combination with lazy loaders by @schustmi in #2869
• Misc cleanup after release by @schustmi in #2861
• Disable notebook error for Kubernetes orchestrator by @strickvl in #2870
• Added ability to add labels to k8s pod by @htahir1 in #2872
• Fix zenml pro links by @schustmi in #2875
• Fix mlstacks docs typo by @begoechavarren in #2878
• Fix requests vulnerability by @stefannica in #2843
• Fixed some minor docs things i noticed by @htahir1 in #2881
• Serialize source as Any to keep subclass attributes by @schustmi in #2880
• Fix node selectors for Vertex orchestrator by @schustmi in #2876
• Kubernetes step operator by @schustmi in #2883
• Automatically populate GCP/azure path when using wizard from the frontend by @schustmi in #2886
• Remove pipeline versioning and add run templates by @schustmi in #2830
• Implement the Azure 1-click stack deployment by @stefannica in #2887
• Better error message sagemaker, better documentation server env vars by @AlexejPenner in #2885
• Azure Stack Wizard docs by @bcdurak in #2890
• Docs update mlflow deploy function call by @safoinme in #2863
• Fix databricks resource setting by @safoinme in #2889

New Contributors

• @begoechavarren made their first contribution in #2878

Full Changelog: 0.62.0...0.63.0