0.10.0

What's Changed

• Update pip installation command for zenml package by @strickvl in #160
• Upgrading to python 3.12 after dependency cleanup by @bcdurak in #162
• Prepare release 0.10.0 by @schustmi in #163

Full Changelog: 0.9.0...0.10.0

0.9.0

In this new release, mlstacks now supports Pydantic 2. A community contribution (thanks @MASisseron!) has also made our stack validation more robust, catching errors of mismatched components & providers.

This release also includes some new tests and bug fixes.

What's Changed

• Improve git branching instructions in CONTRIBUTIONS.md by @MASisserson in #144
• Integrate with localstack for testing AWS deployments by @marwan37 in #145
• Update provider configuration in terraform-aws.tf by @strickvl in #147
• Add deprecation warning for old HCL code by @strickvl in #146
• Enhance stack validation by @MASisserson in #148
• Upgrading to pydantic v2 by @bcdurak in #155
• Prepare release 0.9.0 by @strickvl in #159

New Contributors

• @MASisserson made their first contribution in #144

Full Changelog: 0.8.1...0.9.0

0.8.1

Small bug fixes and improvements to docs.

What's Changed

• Convert underscores to hyphens in AWS Quickstart docs by @maxmynter in #129
• Add jq as named dependency in documentation by @strickvl in #128
• Use GitHub as trusted publisher for PyPI publication by @strickvl in #131
• Fix/analytics connection hang by @marwan37 in #141
• Prepare release 0.8.1 by @strickvl in #142
• Remove dashboard from release workflow by @strickvl in #143

New Contributors

• @maxmynter made their first contribution in #129
• @marwan37 made their first contribution in #141

Full Changelog: 0.8.0...0.8.1

0.8.0

The two big changes are removals, and both can be considered breaking changes:

• mlstacks no longer supports kserve as a model deployer
• we also no longer support the use of standalone secrets_manager stack components. These had been deprecated several months ago and were finally removed from core zenml in zenml-io/zenml#2163

What's Changed

• Bump ruff by @strickvl in #119
• Add Coderabbit yaml config by @strickvl in #120
• Remove secrets manager by @strickvl in #121
• Remove kserve from mlstacks by @strickvl in #122
• Prepare release 0.8.0 by @strickvl in #124

Full Changelog: 0.7.11...0.8.0

0.7.11

What's Changed

• Bump default zenml versions on TF recipes by @strickvl in #117
• Make shell scripts executable by @strickvl in #116
• Prepare release 0.7.11 by @strickvl in #118

Full Changelog: 0.7.10...0.7.11

0.7.10

What's Changed

• Fix Skypilot output flavor names by @strickvl in #114
• Release 0.7.10 by @strickvl in #115

Full Changelog: 0.7.9...0.7.10

0.7.9

What's Changed

• Fix exported yaml output for stack creation on k3d by @strickvl in #112
• Prepare release 0.7.9 by @strickvl in #113

Full Changelog: 0.7.8...0.7.9

0.7.8

This release adds an mlstacks version CLI command for your convenience. It also fixes a bug that prevented stack deployment in 0.7.7 and disables the creation of remote stacks when using a k3d (i.e. local) provider.

What's Changed

• Bump mypy, ruff and black by @strickvl in #106
• Add mlstacks version CLI command by @strickvl in #108
• Allow for custom DynamoDB table names for AWS remote state by @strickvl in #107
• Fix stack provider value bug by @strickvl in #110
• Release 0.7.8 by @strickvl in #111

Full Changelog: 0.7.7...0.7.8

0.7.7

mlstacks now uses our Terraform registry modules instead of hard-coded Terraform configuration for its remote stacks. Subsequent releases will replicate this change for all the rest of our modules.

What's Changed

• Use remote stack Terraform Registry modules by @strickvl in #103
• Disable Terraform integration tests for forks by @strickvl in #104
• Prepare release 0.7.7 by @strickvl in #105

Full Changelog: 0.7.6...0.7.7

0.7.6

With the latest release mlstacks now will deploy a remote state bucket as a backend for your stack deployments. Not only is this a best practice for Terraform deployments, but it also allows you to collaborate with your colleagues and teammates on mlstacks deployments.

We also added support for the latest orchestrator integration released by ZenML: VM orchestration with Skypilot!

Thanks also to @cameronraysmith for his bugfix contribution to the repository!

The release also contains some bugfixes and improvements to how and when errors get raised during the deployment process.

What's Changed

• Add remote state deployment + use by default by @strickvl in #97
• Update PR template to discourage PRs on main by @strickvl in #101
• Add skypilot support for AWS and GCP by @strickvl in #99
• Close quotes on kubernetes_context values in gcp-modular by @cameronraysmith in #100
• Prepare release 0.7.6 by @strickvl in #102

New Contributors

• @cameronraysmith made their first contribution in #100

Full Changelog: 0.7.5...0.7.6