Sematic

What's changed

* [improvement] Add ability to customize images for Ray workers
* [improvement] Add image pull secrets and pull policy to migration pod

Full Changelog https://github.com/sematic-ai/sematic/compare/v0.31.1...v0.31.2

Compatibility
Sematic Servers on this version can support pip packages back to `v0.30.0`.

What's changed

* [improvement] Add index on edges for source/dest run ids

Full Changelog https://github.com/sematic-ai/sematic/compare/v0.31.0...v0.31.1

Compatibility
Sematic Servers on this version can support pip packages back to `v0.30.0`.

What's changed


* [feature] Enable remote execution using pure-Docker, without bazel
* [feature] Support live-metrics during Sematic Function execution[^1]
* [feature] Add visualization for Prompt/Response pairs
* [example] Add Hacker News summarization example
* [improvement] Expose all Kubernetes classes in the base sematic module
* [improvement] Switch from a WSGI server & gevent to an ASGI server (uvicorn)
* [bugfix] Ensure UI-reruns don't automatically "rerun from here" for the root run
* [bugfix] Fix an issue that prevented rendering of matplotlib figures
* [bugfix] Remove a password that could be shown in cleaner logs
* [bugfix] Include missing information from a local storage error message

Full Changelog https://github.com/sematic-ai/sematic/compare/v0.30.0...v0.31.0

Thank you kaushil24 for your contribution!

Compatibility
Sematic Servers on this version can support pip packages back to `v0.30.0`.

----------------

[^1]: This feature is for Sematic's "Enterprise Edition" only. Please reach out if
you are interested in using Sematic EE.

What's changed

* [feature] Grafana dashboards tailored for Sematic installable via Helm
* [feature] User metrics SDK
* [feature] Add horizontal pod autoscaling and pod disruption budget support
* [feature] Health endpoint to display DB health in dashboard
* [feature] Add support for set types
* [feature] Add GitHub commit check support
* [improvement] Have resolver continue in in a new resolution if resolver restarts
* [improvement] Log request IDs in server
* [improvement] Early resolution failure is more robust
* [improvement] Make API retries more robust
* [improvement] Enable run search deep links
* [deprecation] `Calculator` renamed to `Function`
* [bugfix] Fixed a DAG view display issue
* [bugfix] Fixed application logs being duplicated
* [bugfix] Adjust the Name column width distribution
* [bugfix] Add missing call to init to Function

**Full Changelog**: https://github.com/sematic-ai/sematic/compare/v0.29.0...v0.30.0

Thank you kaushil24 for your contribution!

Compatibility
Sematic Servers on this version can support pip packages back to `v0.24.1`.

Upgrade Instructions

Default Kubernetes deployments of the Sematic server will now run with 2 pods for the API server, in order to enable high availability. As such, the memory and CPU requests and limits for each pod has been halved.

What's changed

* [feature] Garbage collection CRON job
* [feature] Enable customization of local storage path
* [feature] Add Sematic Grafana dashboard as helm package
* [feature] Add support for function timeout
* [improvement] Enable backward logs scrolling
* [improvement] Rename `inline=False` to `standalone=True`
* [deprecation] Remove direct support for matplotlib figures, use `Image` instead
* [bugfix] Constraint plotly version for MNIST example
* [bugfix] Fix Kuberay autoscale

Full Changelog https://github.com/sematic-ai/sematic/compare/v0.28.1...v0.29.0

Compatibility

Sematic Servers on this version can support pip packages back to `v0.24.1`.

New contributors

Many thanks to kaushil24 and v-pwais.

What's Changed

* [improvement] Allow selecting S3 paths in UI
* [improvement] Backend logging improvements
* [bugfix] Ensure gevent import doesn't monkeypatch standard lib late when importing Sematic
* [bugfix] Resolve issue with S3 links in the UI for S3 "directories"
* [bugfix] Eliminate one situation that could lead to duplicated logs in the UI
* [bugfix] Fix a casting issue with floats

**Full Changelog**: https://github.com/sematic-ai/sematic/compare/v0.28.0...v0.28.1

Compatibility
Sematic Servers on this version can support pip packages back to `v0.24.1`.