0.82.0

The 0.82.0 release delivers significant improvements to Kubernetes orchestrator, enhanced documentation, and numerous fixes to improve overall stability and performance. Key highlights include configurable max parallelism for Kubernetes orchestrator, customizable pod name prefixes and scheduler options, improved runner timeouts, and support for private service connections in Vertex AI. This release also includes comprehensive documentation updates, and library compatibility improvements for NumPy and Pandas.

Features

• Added max parallelism option for Kubernetes orchestrator
• Added support for pod name prefixes and scheduler configuration
• Added private service connect option for Vertex AI orchestrator
• Made runner timeout easily configurable
• Added storage for list of Python packages
• Added an ability to deep refresh the status of your run from the dashboard

Improvements

• Adjusted GitHub code repo regex pattern for better compatibility
• Improved build invalidation when parent Dockerfile changes
• Enhanced directory handling during code download
• Added ability to list model versions without models
• Added support for extra attributes in all ZenML models
• Disabled default project behavior for pro workspaces

Fixes

• Fixed run templates listing
• Eliminated premature active project warning logs
• Updated scikit-learn requirement in SklearnIntegration
• Updated NumPy integration to work with both 1.x and 2.x library versions
• Added Pandas custom data type error handling and logging
• Removed unnecessary and invalid settings
• Various frontend bug fixes

Documentation

• Completed comprehensive documentation revamp
• Added documentation for self-hosted run templates
• Removed outdated redirects and sections
• Fixed broken absolute links and restored missing sections
• Added documentation for run template TTL environment variable
• Updated image paths for ZenML pipeline screenshots
• Migrated starter guide to unified log_metadata method

Breaking Changes

• Removed scikit-image as a requirement of the sklearn integration

What's Changed

• Adding 0.80.2 to legacy docs by @bcdurak in #3547
• Add 0.81.0 to migration tests by @bcdurak in #3546
• Document self-hosted run templates by @stefannica in #3552
• Adjusted github code repo regex pattern matching to work in more cases by @AlexejPenner in #3550
• Documentation revamp by @bcdurak in #3524
• Remove outdated redirects and sections by @htahir1 in #3564
• Removed orphan assets by @htahir1 in #3567
• Fixed broken absolute links and brought back some sections by @htahir1 in #3585
• Fix listing run templates by @schustmi in #3587
• Don't log missing active project warnings preemtively by @schustmi in #3586
• Docs fixes by @strickvl in #3565
• More docs changes by @htahir1 in #3592
• Update scikit-learn requirement in SklearnIntegration by @htahir1 in #3551
• Small docs fixes by @strickvl in #3584
• More small docs fixes by @strickvl in #3601
• Docs: Migrate to unified log_metadata method in starter guide by @marwan37 in #3603
• Add docs for run template TTL env var by @schustmi in #3604
• Make runner timeout easily configurable by @schustmi in #3589
• Disable default project behavior for pro workspaces by @schustmi in #3605
• Remove unnecessary and invalid settings by @schustmi in #3548
• Update image paths for ZenML pipeline screenshots by @htahir1 in #3611
• Update NumPy integration to work with 1.x and 2.x versions of the library by @htahir1 in #3532
• Invalidate the build when parent dockerfile changes by @schustmi in #3607
• Ignore existing directories during code download by @schustmi in #3609
• Max parallelism option for kubernetes orchestrator by @schustmi in #3606
• Add option to specify pod name prefix and add scheduler by @schustmi in #3591
• Fix CVE-2024-6345 CVE-2024-6345 CVE-2022-40897 and CVE-2025-0508 by @stefannica in #3610
• Docs: Starter guide fixes by @marwan37 in #3616
• Remove some unused code by @schustmi in #3614
• Add option to set a private service connect to the Vertex AI orchestrator by @stefannica in #3613
• Add Pandas custom data type error handling and logging by @htahir1 in #3539
• Allowing listing model versions without models by @bcdurak in #3593
• Store list of python packages by @schustmi in #3608
• Allow (and ignore) extra attributes in all ZenML models by @stefannica in #3620
• Utilizing uv in the quickstart dockerfiles by @bcdurak in #3623
• Fixing the azure integration and marshmallow by @bcdurak in #3626

Full Changelog: 0.81.0...0.82.0