databricks/mlops-stacks v0.2

Databricks MLOps Stacks v0.2

Repository: databricks/mlops-stacks

Tag: v0.2

Published: 2023-10-19T19:48:19Z

Prerelease: no

Release notes:

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

New Contributors

• @eric-golinko-db made their first contribution in https://github.com/databricks/mlops-stacks/pull/91

Full Changelog: https://github.com/databricks/mlops-stacks/compare/v0.1...v0.2