Databricks MLOps Stacks v0.2

Databricks MLOps Stacks Public Preview

MLOps Stacks is now in Public Preview, and the Private Preview sign-up blocker has been removed! 🎉 Anyone can get started with this project now with the latest version (>= 0.208.1) of the Databricks CLI.

Major Features

• Project initialization is now done via Databricks Asset Bundle Templates instead of Cookiecutter
• Models in Unity Catalog is now supported and the recommended option in MLOps Stacks

What's Changed

• Remove an already resolved TODO block by @mingyu89 in #80
• Bump ADO workflow databricks cli version to 0.100.2 by @mingyu89 in #81
• Azure DevOps bundle cli installer update by @niall-turbitt in #82
• Fix link by @mingyu89 in #83
• Fix the path of requirements.txt in doc by @mingyu89 in #85
• Add env prefix to batch inference output table name by @mingyu89 in #87
• Fix inference output table name by @mingyu89 in #88
• Ado feature store by @eric-golinko-db in #91
• Enable azure ADO + feature store test by @mingyu89 in #92
• Replace MLflow Recipes as default option with Delta Tables by @arpitjasa-db in #93
• Migrate Mlops Stacks to use databricks asset templates for project creation by @mingyu89 in #96
• Add explicit link to databricks cli installation doc and releases page by @mingyu89 in #100
• Minor comments and doc improvement by @mingyu89 in #102
• Rename bundle.yml to databricks.yml by @mingyu89 in #101
• Update bundle related CICD to use ubuntu-22.04 by @mingyu89 in #104
• rename environments to targets and use -t instead of -e in bundle commands by @mingyu89 in #103
• Rename databricks-resources folder to resources by @zhe-db in #105
• Models uc update by @niall-turbitt in #106
• Rename Stack to Stacks and Fix Bugs by @arpitjasa-db in #107

New Contributors

• @eric-golinko-db made their first contribution in #91

Full Changelog: v0.1...v0.2