0.62.0

Building on top of the last release, this release adds a new and easy way to deploy a GCP ZenML stack from the dashboard and the CLI. Give it a try by going to the Stacks section in the dashboard or running the zenml stack deploy command! For more information on this new feature, please do check out the video and blog from our previous release.

We also updated our Hugging Face integration to support the automatic display of an embedded datasets preview pane in the ZenML Dashboard whenever you return a Dataset from a step. This was recently released by the Hugging Face datasets team and it allows you to easily visualize and inspect your data from the comfort of the dashboard.

What's Changed

• Fix release action docker limit by @schustmi in #2837
• Upgrade ruff and yamlfix to latest versions before running formatting by @christianversloot in #2577
• Fixed edge-case where step run is stored incompletely by @AlexejPenner in #2827
• Docs for stack registration + deployment wizards by @htahir1 in #2814
• Make upgrade checks in formatting script optional by @avishniakov in #2839
• Enable migration testing for version 0.61.0 by @schustmi in #2836
• One-click GCP stack deployments by @stefannica in #2833
• Only login to docker for PRs with secret access by @schustmi in #2842
• Add GCP Stack creation Wizard (CLI) by @avishniakov in #2826
• Update onboarding by @schustmi in #2794
• Merged log files in Step Ops steps might be not available on main process, due to merge in the step op by @avishniakov in #2795
• Fix some broken links, copy paste commands, and made secrets more visible by @htahir1 in #2848
• Update stack deployment docs and other small fixes by @stefannica in #2846
• Improved the StepInterfaceError message for missing inputs by @AlexejPenner in #2849
• add image pull secrets to k8s pod settings by @wjayesh in #2847
• Include apt installation of libgomp1 for docker images with lightgbm by @AlexejPenner in #2813
• Patch filter mflow by stage by @whoknowsb in #2798
• Bump mlflow to version 2.14.2 by @christianversloot in #2825
• Fix Accelerate string arguments passing by @avishniakov in #2845
• Fix CI by @schustmi in #2850
• Added some visualizations for the HF dataset by @htahir1 in #2851
• Fix skypilot versioning for the lambda integration by @wjayesh in #2853
• Improve custom visualization docs by @htahir1 in #2855
• Fix list typo by @htahir1 in #2856
• Endpoint to get existing and prospective resources for service connector by @avishniakov in #2854
• Databricks integrations by @safoinme in #2823

New Contributors

• @whoknowsb made their first contribution in #2798

Full Changelog: 0.61.0...0.62.0