Changelog

All notable changes to this project will be documented on this page.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

[0.65.1a3] - 2024-07-01

Fixed

• vLLM Configuration artifacts not being uploadable because of a missing target column.

  Note: vLLM Configuration artifacts are a preferred alternative to using MLflow to create vLLM artifacts.

[0.65.1a2] - 2024-06-20

Fixed

• Failures when a deployment is missing Kubernetes options.

[0.65.1a1] - 2024-06-18

Added

• Ability to disable storage of scored data when monitoring is enabled. For more information, see Monitoring options.

Changed

• Use H2O MLOps 0.65.1 backend.

[0.64.0a2] - 2024-05-20

Added

• Ability to set environment variables in the scoring runtime of a new or existing deployment. For more information, see Deployment environment variables.

[0.64.0a1] - 2024-04-09

Changed

• Use H2O MLOps 0.64.0 backend.

[0.62.1a7] - 2024-03-06

Fixed

• "latest" model version specifier didn't always retrieve the last model version created. This could cause deployments to use the wrong model version.

[0.62.1a6] - 2024-02-13

Added

• Ability to download experiment artifacts. For more information, see Experiment artifacts tutorial.
• Ability to override experiment artifact mime_type when adding a new artifact. For more information, see Experiment artifacts tutorial.

[0.62.1a5] - 2023-12-04

Added

• Metadata property for experiments.

[0.62.1a4] - 2023-12-01

Added

• Owner attribute for deployments, experiments, models, and projects.
• Ability to view deployment Kubernetes options (including requests, limits, affinity, and toleration).
• Ability to update deployment Kubernetes options (including scaling deployment down to zero resource usage).
• Ability to view deployment security options.
• Ability to update deployment security options (including changing passphrase for existing deployments).
• Ability to enable/disable monitoring for new and existing deployments.

Changed

• "UNHEALTY" status typo corrected to "UNHEALTHY".

[0.62.1a3] - 2023-11-20

Added

• Support for experiment artifacts.

Changed

• experiment.artifact_types renamed to experiments.scoring_artifact_types.

Fixed

• List methods not returning over 100 entries.

[0.62.1a2] - 2023-11-13

Added

• Support for experiment comments.
• Support for experiment tags.
• Integration of https://github.com/h2oai/cloud-discovery-py.

[0.62.1a1] - 2023-10-16

Changed

• Use MLOps 0.62.1 backend.

[0.61.1a3] - 2023-07-28

Changed

• MLOpsClient class renamed to Client.
• _mlops_backend attribute renamed to _backend.

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