databricks/mlops-stacks v0.3

Databricks MLOps Stacks v0.3

Repository: databricks/mlops-stacks

Tag: v0.3

Published: 2024-03-01T23:10:38Z

Prerelease: no

Release notes:

Major Features

• Stacks can now be initialized as Project_Only (recommended for Data Scientists) and CICD_Only (recommended for Machine Learning Engineers or MLEs) on top of the already supported CICD_and_Project option. This will make it easier for everyone to get started with Stacks and provide native support for monorepos
• GCP is now supported on MLOps Stacks 🎉

NOTE: Models in UC x GCP is not yet supported due to service principal-UC cluster restrictions.

What's Changed

• Make docs clearer by @arpitjasa-db in https://github.com/databricks/mlops-stacks/pull/109
• Add the minimum CLI version supported by the template by @shreyas-goenka in https://github.com/databricks/mlops-stacks/pull/116
• Use enum for selection type input parameters by @shreyas-goenka in https://github.com/databricks/mlops-stacks/pull/110
• Switch example staging and prod workspace URLs based on cloud provider by @shreyas-goenka in https://github.com/databricks/mlops-stacks/pull/111
• Set welcome message for the stack in the template schema by @shreyas-goenka in https://github.com/databricks/mlops-stacks/pull/112
• aws aod support by @qili86 in https://github.com/databricks/mlops-stacks/pull/114
• In the TrainWithFeatureStore notebook, set databricks-uc only when us model registry is used by @mingyu89 in https://github.com/databricks/mlops-stacks/pull/117
• Move regex validation checks to template schema by @shreyas-goenka in https://github.com/databricks/mlops-stacks/pull/108
• Update Docs in line with latest changes and BBoMLv2 by @arpitjasa-db in https://github.com/databricks/mlops-stacks/pull/118
• Update template to work with CLI v0.210.1 by @pietern in https://github.com/databricks/mlops-stacks/pull/121
• update MLOps Stacks repository landing page and the README template for created projects by @yinxi-db in https://github.com/databricks/mlops-stacks/pull/120
• Update README.md by @pietern in https://github.com/databricks/mlops-stacks/pull/126
• Fix Video Rendering on README by @arpitjasa-db in https://github.com/databricks/mlops-stacks/pull/130
• Add Support for Conditional Initialization by @arpitjasa-db in https://github.com/databricks/mlops-stacks/pull/132
• Fix the Model Validation by @qili86 in https://github.com/databricks/mlops-stacks/pull/131
• Fix README for GCP by @arpitjasa-db in https://github.com/databricks/mlops-stacks/pull/136
• Update ml-pull-request.md.tmpl by @yinxi-db in https://github.com/databricks/mlops-stacks/pull/139
• Fix Monorepo Setup & Separate by Role by @arpitjasa-db in https://github.com/databricks/mlops-stacks/pull/133
• Rename assets to resources by @arpitjasa-db in https://github.com/databricks/mlops-stacks/pull/145
• Fix schema validation by @arpitjasa-db in https://github.com/databricks/mlops-stacks/pull/146
• Fix README formatting & shorten initialization prompts by @arpitjasa-db in https://github.com/databricks/mlops-stacks/pull/147
• Remove workflow files to reduce repo size by @arpitjasa-db in https://github.com/databricks/mlops-stacks/pull/148
• Minor bug Fixes by @aravind-segu in https://github.com/databricks/mlops-stacks/pull/149
• Increment and standardize Stacks version by @arpitjasa-db in https://github.com/databricks/mlops-stacks/pull/150
• Fix doc links by @arpitjasa-db in https://github.com/databricks/mlops-stacks/pull/152
• Gcp workspace by @eric-golinko-db in https://github.com/databricks/mlops-stacks/pull/153

New Contributors

• @shreyas-goenka made their first contribution in https://github.com/databricks/mlops-stacks/pull/116
• @qili86 made their first contribution in https://github.com/databricks/mlops-stacks/pull/114
• @pietern made their first contribution in https://github.com/databricks/mlops-stacks/pull/121
• @aravind-segu made their first contribution in https://github.com/databricks/mlops-stacks/pull/149

Full Changelog: https://github.com/databricks/mlops-stacks/compare/v0.2...v0.3