Databricks MLOps Stacks v0.3

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

New Contributors

• @shreyas-goenka made their first contribution in #116
• @qili86 made their first contribution in #114
• @pietern made their first contribution in #121
• @aravind-segu made their first contribution in #149

Full Changelog: v0.2...v0.3