Changelog
Product updates, improvements, and fixes across Polyaxon.
Latest release
Polyaxon v2.19.0
The latest stable Polyaxon platform updates and improvements.
- Add polyaxon sbx as an alias for the polyaxon sandbox command group
- The agent, sidecar, events-handlers and streams use the official kubernetes.aio client instead of the…
- Load the Bokeh and Vega scripts only when a page renders a Bokeh or Vega/Altair chart, instead of on…
Upcoming releases
Work in progress that is documented for preview and not yet a stable release.
v3.0.0WIP
- Add new sandbox interface to allow running agent and AI-generated code in dynamically…
- Move from Redis to Valkey and use the official chart
- Add markdown, summary, lineage, and performance widgets
- More changes planned for this release
- Add composable Python and TypeScript interfaces to specify logic, hardware, and execution…
- Add optional TPU resource monitoring
- Allow users to set timezones
- More changes planned for this release
- Add a root dag section to define DAGs without run.kind: dag
- Add securityContext.applyToRuns to the Helm charts to use the chart's security context as…
- hubRef, modelRef, artifactRef and lineageRef now resolve only from projects the run's user…
- More changes planned for this release
Recent releases
v2.18.0
View older releases- Run jobs and services without a Polyaxonfile using polyaxon run with --image, --cmd, --env,…
- Add root execution shortcuts to Polyaxonfiles, including container, cmd, env, resources,…
- Record job status changes that only appear on the pod, such as recovering from a startup…
- More changes in this release
- Reduced CLI startup overhead by about 5x in local benchmarks
- Replace the hyperopt matrix kind with Polyaxon's native tpe implementation and remove the…
- Add authenticated connection checks for Kubernetes access and default artifact store read,…
- More changes in this release
- Add default replay-bytes for sandbox shell command
- Update streamed sandbox authorization
- Add several tests and enforcement for auth endpoints
- More changes in this release
- Infer isOptional from an input/output default value
- Issue with agent generating invalid init containers with duplicate POLYAXON\_RUN\_INSTANCE
- Malformed platform secrets in Helm chart
- More changes in this release