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Version: v3.6.1

Release notes

v3.6.1 | Dec 2, 2024​

Fixed

  • Implemented handling for cases where deployer_data is empty in responses from storage.

v3.5.1 (Patch release) | Nov 12, 2024​

Fixed

  • Improved the key replacement logic for _target, preventing unnecessary modifications and ensuring more accurate key transformations.
  • Fixed an issue where non-date string columns were incorrectly converted to NaN during datetime conversion.

v3.6.0 | Oct 29, 2024​

Improvements

  • Upgraded the Wave version of the H2O Admin Analytics app to v1.5.1.

Fixed

  • Resolved all identified critical and high vulnerabilities, ensuring a more secure and stable version.

v3.5.0 | Oct 11, 2024​

New

  • Added endpoint security indicator column to the deployment table for improved security visibility.
  • Integrated GitHub workflows to automate Docker image builds.
  • Updated setup script to align with InfluxDB pod name.

Improvements

  • Improved memory usage by clearing unused variables.

v3.4.0 | Aug 26, 2024​

New

  • The app now dynamically displays scoring data, reflecting both monitoring and drift scoring statuses.
  • The Monitoring status (enabled/disabled) of a specific deployment is now displayed in the Deployment table for for improved visibility.
  • The Experiment Overview panel now includes the Scoring Stored indicator, which displays the current status (enabled/disabled) of the Drift Scoring feature for the deployment.

Improvements

  • Upgraded the Wave version of the Admin Analytics app to v1.5.0.

v3.3.3 | June 11, 2024​

Improvements

  • Updated the Wave version of the Admin Analytics app to v1.3.0.
  • Updated app container resource limits and reservation for memory.

Fixed

  • Fixed scoring count for the monitoring-disabled deployments.

v3.3.2 | Mar 24, 2024​

Improvements

  • H2O Admin Analytics and H2O MLOps now use consistent Project, Deployment, and Experiment names across both applications to avoid naming inconsistencies.
  • Added support in the H2O MLOps admin dashboard to eliminate the UI reporting inaccurate data when latency data is present and scoring data is not available.

v3.3.1 | Feb 28, 2024​

Improvements

  • When a deployment is removed from the Deployments table, it will also be automatically removed from the Experiment overview panel on the dashboard.

v3.3.0 | Feb 9, 2024​

New

  • Added support for private Certificate Authorities (CAs) to avoid certification validation failures in air-gapped environments.

Improvements

  • Enhanced Heap analytics script to utilize event_properties.
  • Adjusted the RESTRICT_ACCESS_FOR_ADMINS setting to be case-insensitive.
  • Modified the setup script to comply with the latest H2O MLOps helm changes.
  • Updated the certificate download script.

Fixed

  • Resolved an issue where the Deployment ID appeared under the Deployment name field when the Deployment name was null.
  • Fixed a user interface misalignment issue in the project sharing side panel.

v3.2.2 | Sep 27, 2023​

Improvements

  • Handled audience verification.

v3.2.1 | Sep 25, 2023​

Improvements

  • Updated the Wave version of the Admin Analytics app to 0.26.3.
  • Made WebSocket ping/pong interval configurable to keep WebSocket connection alive by setting H2O_WAVE_PING_INTERVAL environment variable to provide more control over WebSocket connection handling based on the environment. This change will fix the blank screen issue caused by WebSocket disconnection.

v3.2.0 | May 21, 2023​

Improvements

  • The app now allows users to download the Dashboard, Projects, Users, and Deployments data tables as a ZIP file.
  • In the Historical scoring data page, under the Select deployment dropdown menu, the app shows the deployment name along with the deployment ID.
  • In the Deployment overview panel, the app now has the ability to display GPU limits if the response contains GPU information.

Fixed

  • In environments that didn't have MLOps resources, the application appeared blank before. With this release, the app now displays an alert message on every page, informing users that there is no data available yet. no-data-available-alert-message
  • In previous releases, admin access could only be granted to a single user group. With this release, you can now grant admin access to multiple user groups, allowing members of each group to have access to the application.

v3.1.0 | Apr 12, 2023​

New

  • Admins are now able to delete a project for all users, which will remove the deployments and models, and unlink experiments associated with the project
  • A new column named as Shared With is added to the table of projects to show the number of users that have access to the project

v3.0.0 | Mar 1, 2023​

New

  • Users are now able to search the content on the Deployments page by deployment environment
  • Enabled Heap analytics
  • Historical scoring data can now be opened from the Deployments page
  • Populated the project overview with project details
  • Added support for project sharing and project ownership transfer
  • Added a close button to the Experiment Overview panel
  • Added tick icons to indicate copy actions
  • Added improvements to the project sharing UI
  • Added support to download table data as a CSV for the dashboard, projects, users, deployments, and scoring data tables
  • Containerized the H2O Admin Analytics app

Fixed

  • Removed the default model version from unregistered experiments
  • Added a fix to avoid using CDN to support air-gapped installations
  • Aligned the fields in the Experiment Overview panel to accommodate longer experiment names
  • Fixed an issue related to loading scoring data in the deployment dropdown
  • Added a fix to hide the deployment data table when there is no deployment data
  • Fixed an issue related to handling missing deployer data from the storage response
  • Added support for single experiments across different projects
  • Fixed an issue related to the role being hardcoded in setup.sh
  • Added a fix to avoid closing and reopening of the side panel when user permissions are changed
  • Added an update to models to support A/B and CC deployments

v2.0.0 | Feb 08, 2023​

New

  • Added a list view of all deployments
  • Added a side panel for the deployment overview
  • Added a feature to delete a deployment from the deployment overview side panel
  • Added a feature to delete single or multiple deployments by selecting them in the deployments list view
  • Added an error message that is displayed when a user clicks the delete button without selecting any deployments
  • Introduced the H2O Admin Analytics application version to the nav bar
  • Introduced tooltips for the attributes in the deployment overview side panel
  • Added a loading bar to display when the user clicks the deployments page

Fixed

  • Updated the proto files to reflect storage functionality
  • Reordered the deployments to render deployment types
  • Fixed the table heights
  • Fixed an issue related to scoring data table redirection
  • Fixed an issue related to getting the correct scoring count from InfluxDB
  • Fixed some minor UX issues
  • Added missing annotations
  • Removed the default model version from unregistered experiments

v1.1.0 | Dec 21, 2022​

New

  • Added error checking
  • Updated the wave SDK version
  • Added support for search, sort, and pagination for projects
  • Added support for search, sort, and pagination for scoring data
  • Added support for search, sort, and pagination for users
  • Added support for search, sort, and pagination for experiments
  • Added support for nested data manipulation of tables
  • Added support for path based routing
  • Introduced tooltips to dashboard statistics
  • Added support for pagination on top of sorted results

Fixed

  • Fixed missing namespace in the update part of the setup script
  • Fixed an issue related to sending a subject instead of a username for the heap script
  • Fixed an issue related to loading all projects when fetching data
  • Updated the H2O Admin Analytics header with the logo
  • Rearranged the table columns to unify the table views
  • The side panel can now be opened directly without redirecting to a different route to open the side panel
  • Fixed a typo in the users table handler
  • Added missing column names to process_binomial_target_columns
  • Fixed an error related to the model version not being found
  • Table state now gets cleared when the user routes to a different page

v1.0.0 | Mar 31, 2022​

  • First stable release

New

  • Added the dashboard view
  • Added a list view of all experiments with models, model versions, and deployed environments
  • Added a list view of all projects
  • Added a list view of all users
  • Added historical scoring data view for deployments
  • Added searching, sorting, and filtering capabilities for each view
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