0.91.1

New Features

Huggingface Deployer

• New deployer implementation that allows you to deploy your pipelines on Huggingface

Kubernetes orchestrator

• Additional configuration option to specify the container security context
• Additional configuration option that can be used skip creating owner references

Other

• New authentication options for the HashiCorp Vault secret store
• Support for newer Databricks versions
• Introduced v1 of dynamic pipelines. This feature is highly experimental and not meant for production, and we are seeking early feedback. Read these docs for more details.

Bug Fixes

• Fix port reuse for local deployments
• Fix parallel deployment invocations
• Fix keyboard interrupt handling while monitoring a synchronous run
• Fix case-sensitivity issue when updating the name of some entities like stack components

Known issues

• When a kubernetes orchestrator is configured with pass_zenml_token_as_secret=True and orchestrator_pod_settings.env does not contain any values, the orchestrator fails to correctly pass the secret. As a workaround in this release, you can either
  • set pass_zenml_token_as_secret to False, or
  • configure a dummy environment variable (e.g. using the following CLI command zenml orchestrator update --orchestrator_pod_settings='{"env": [{"name": "DUMMY", "value": ""}]}')

What's Changed

• Add version 0.90.0 to legacy docs by @github-actions[bot] in #4094
• Classical ML example by @htahir1 in #4077
• Add Qwen-Agent example to agent framework integrations by @strickvl in #4086
• Add 0.91.0 to the migration tests by @github-actions[bot] in #4096
• Update agent framework integrations by @htahir1 in #4090
• A big messaging change by @htahir1 in #4100
• Update pipeline execution instructions in hello-world.md by @htahir1 in #4103
• Various deployment fixes and improvements by @stefannica in #4097
• Add trigger info to the pipeline run metadata by @stefannica in #4106
• Add core dependencies for weather agent example by @htahir1 in #4109
• Add more Hashicorp Vault secrets store auth methods by @stefannica in #4110
• Fix release cloudbuild by @schustmi in #4098
• Update agent documentations to avoid unnecessary code comments by @strickvl in #4115
• Computer vision example with FiftyOne and Ultralytics by @htahir1 in #4112
• Update deployment server main page by @safoinme in #4068
• UX improvements for programmatic API access by @stefannica in #4116
• Feature:4005 Docker settings usage warnings by @Json-Andriopoulos in #4011
• Fix bandit B108 false positive warnings in agent examples by @strickvl in #4107
• Changed reo.dev by @htahir1 in #4131
• Store all pipeline parameters in pipeline config by @schustmi in #4129
• Huggingface deployer by @htahir1 in #4119
• Add Reo to CSP script src headers by @schustmi in #4134
• Adjust release process after quickstart changes by @schustmi in #4104
• bug:4120 Fix skip migration logic by @Json-Andriopoulos in #4139
• Update the OpenAI Agents SDK example by @strickvl in #4105
• Print ZenML UI Deployment Link to Terminal by @safoinme in #4121
• Misc small fixes by @schustmi in #4138
• Updated README with new demo by @htahir1 in #4145
• README again by @htahir1 in #4148
• Add container-level security context support for Kubernetes orchestrator by @htahir1 in #4142
• Dynamic pipelines v0 by @schustmi in #4074
• [Bug:2258] Allow case sensitive updates by @Json-Andriopoulos in #4140
• Feature:3963 Step HeartBeat components by @Json-Andriopoulos in #4073
• Add skip_owner_references setting and make incluster setting dynamic for the Kubernetes orchestrator; Add runtime_environment to DockerSettings by @stefannica in #4146
• Add stack to deployment response resource by @safoinme in #4101
• Document ZenML Pro Personal Access Tokens and deprecate API tokens by @stefannica in #4133
• Improve step fetching by @schustmi in #4155
• Add changelog.json by @Cahllagerfeld in #4150
• Support Newer Version for Databricks Orchestrator by @safoinme in #4144
• Improve deployment CLI output for easier command copying by @strickvl in #4130
• Fix duplicate key icon by @strickvl in #4161

Full Changelog: 0.91.0...0.91.1