Important: If you are using ingress for exposing the gateway, make sure to check if you need to add
pathType: ImplementationSpecific(for example, this is required for GCP ingress)
- Fix: Issue with
Minio/Cephartifacts store backend.
- Fix: Regression in
GCSartifacts store backend.
- Enhancement: Remove per CPU tracking and report a global value only. Please run: “pip install -U polyaxon” in your container build.
- Fix: Versioned artifact tracking, should use
step or versioned flaginstead of
step and versioned flag.
- Fix: Manual system event lineage tracking.
- Enhancement: Add search, sorting, and pagination to the artifacts lineage table.
- Enhancement: Add support for force re-fetch to the artifacts tab.
- Fix: Typo in completion command.
- Enhancement: Improve resolution logic of versioned entities.
- Enhancement: Add
lockedindicator to runs with model versions.
This patch release was deleted.
- Security: Fix security issues.
- Enhancement: Several enhancements based on core, streams, and sidecar.
- New: Make CLI compatible with
- Enhancement: Improve CLI debug/verbose mode to show more information.
- Enhancement: Improve CLI parser to validate slugs like project names to avoid silent 405 errors when a user uses
-Pto pass params.
- Enhancement: Improve CLI errors to show more information than
Error message: ('Connection broken: IncompleteRead(0 bytes read, 23 more expected)', IncompleteRead(0 bytes read, 23 more expected)).
- Enhancement: Improve the create command for hub (component, version) to correctly use the current configured owner instead of
- Enhancement: Improve cache flag:
polyaxon run --cache=y/yes/t/true/1or
polyaxon run --cache=n/no/f/false/0.
- Deprecation: Deprecate
polyaxon run --nocacheflag in favor of
polyaxon run --cache=t/f.
- New: Add
to_envto simplify exposing an IO or a param to an environment variable automatically.
- New: Add model version init loader.
- New: Add reservoir sampling for events logging and/or streaming.
- New: Add support for date and datetime ranges for hyperparam generation.
- Enhancement: Improve compiler to not pass
isApprovedto children operations in DAG and Matrix polyaxonfiles.
- Enhancement: Improve update statuses API with force flag to prevent automated process from overriding a final status.
- Enhancement: Relax the datetime equality operator to not check seconds/milliseconds.
- Enhancement: Improve compiler to respect the patch strategy of the the override config requested in restart/resume.
- Fix: Issue with restarted runs containing updated container args getting merged with values from previous args.
- Fix: Issue with race condition in collecting related runs’ artifacts(impacts tracking in notebooks).
- New: Add summary lineage tracking for system resources.
- New: Add compare view.
- New: Add diff-mode when comparing runs.
- New: Add changes-mode to show the delta between values based on a baseline when comparing runs.
- New: Allow filtering by values when clicking on a table cell.
- Enhancement: Show button to view raw artifacts in read-only mode.
- Enhancement: Improve comparison table in fullscreen mode to correctly render the artifacts/modals/actions/…
- Enhancement: Only show layout selection when both table and events dashboard are selected.
- Enhancement: Rename “Current token” to “Default token”.
- Enhancement: Add line numbers to code/text files in artifacts viewer.
- Enhancement: Improve suggestions for cpu and memory filters.
- Enhancement: Improve value suggestions.
- Enhancement: Show
approve selectionmulti-action button if one or multiple selected runs are pending approval.
- Enhancement: Improve user’s profile dropdown.
- Enhancement: Add
resetbutton to the
dashboardstab to reset the dashboard configuration.
- Enhancement: Add pending flags filter dropdown.
- Enhancement: Show
my bookmarksfilter as a pin.
- Enhancement: Allow sorting by hidden columns in the grid table.
- Enhancement: Increase the real estate of the events dashboard in the fixed layout by minimizing the control buttons of the runs table while resizing.
- Enhancement: Add quick flag to filter for runs related to model versions.
- Enhancement: Improve rendering of memory values in table and quotas.
- Enhancement: Improve several icons.
- Fix: Issue in logs viewer truncating results when using the search bar.
- Fix: Issue with filter search losing focus when the suggestions dropdown appears.
- Fix: Issue in the users filter dropdown’s state.
- Fix: Issue with datetime humanized values and milliseconds formatting in duration analytics.
- Fix: Issue some style issues.
- Enhancement: Add backfill scheduling guide.
- Enhancement: Add cpu and memory conditions to the query language docs.
- Fix: Several typos.
- Enhancement: Update Tensorboard’s default container image to
- Enhancement: Update Helm chart’s ingress resource to support v1 API.
- Enhancement: Drop support for deprecated beta APIs for CRD and ingress.
- Security: Upgrade base image to remove all critical vulnerabilities.
- Security: Upgrade gosu to disallow insecure setuid installations.
- New: Allow subscribing to the business plan on the monthly cycle.
- New: Add all runs tab to view and manage cross-project runs, this tab is available to users with the admin role or higher.
- New: Add tags management.
- New: Analytics configurations and views:
- Add total runs breakdown by users, projects, agents, and queues.
- Add cost and resources breakdown by users, projects, agents, and queues.
- Add cost and resources consumption over time.
- Add total(sum) of resources consumption and durations over time.
- Add Active users over time.
- Add cost and resources consumption stats.
- Add most active users in a time range.
- Add most active projects in a time range.
- Add most used components in a time range.
- New: Projects management functionalities:
- Improve promotions of runs to model registry to register new releases/versions.
- Simplify linking projects to model registry.
- Allow transferring runs from one project to another.
- Allow editing searches directly from the dropdown.
- Allow editing dashboards directly from the dropdown.
- Enhancement: Improve bookmark logic.
- Enhancement: Improve archive logic.
- Enhancement: Improve model registry and versions loading and updates.
- Enhancement: Improve operations cache layer.
- Enhancement: Improve operations cache specification to allow users to select sections to be used for the state calculation (init, connections, containers).
- Enhancement: Improve operations cache proxy.
- Enhancement: Add cleanup for orphan pipelines, i.e. this happens when a user deletes all runs in a pipeline without deleting the pipeline itself.
- Enhancement: Improve compiler to automatically convert matrix params to context only if they are not defined in the Inputs/Outputs.
- Enhancement: Automatically assign
stoppedstatus to a pipeline if all runs under it are stopped.
- Fix: Regression in schedules.