Katib v0.11.0
This is the Katib v0.11.0 release.
The major advantages:
- Katib is now supporting Kubernetes >= 1.18
- Possibility to deploy a new Katib UI, big thanks to @kimwnasptd!
- Juju operator support, big thanks to @DomFleischmann, @knkski and @RFMVasconcelos!
New Features
Core Features
- Disable dynamic Webhook creation (#1450 by @andreyvelich and @tenzen-y)
- Add the
waitAllProcesses
flag to the Katib config (#1394 by @robbertvdg) - Migrate Katib to Go modules (#1438 by @andreyvelich)
- Update Katib SDK with the
get_success_trial_details
API (#1442 by @Adarsh2910) - Add release process script (#1473 by @andreyvelich)
- Refactor the Katib installation using Kustomize (#1464 by @andreyvelich)
UI Features and Enhancements
- First step for the Katib new UI implementation (#1427 by @kimwnasptd)
- Add missing fields to the Katib new UI (#1463 by @kimwnasptd)
- Add instructions to install the new Katib UI (#1476 by @kimwnasptd)
Katib Juju operator
- Add Juju operator support for Katib (#1403 by @knkski and @RFMVasconcelos)
- Add GitHub Actions for the Juju operator (#1407 by @knkski)
- Add install docs for the Juju operator (#1411 by @RFMVasconcelos)
- Modify ClusterRoles for the Juju operator (#1426 by @DomFleischmann)
- Update the Juju operator with the new Katib Webhooks (#1465 by @knkski)
Bug fixes
- Fix compare step for Early Stopping (#1386 by @andreyvelich)
- Fix Early Stopping in the Goptuna Suggestion (#1404 by @andreyvelich)
- Fix SDK examples to work with the Katib 0.10 (#1402 by @andreyvelich)
- Fix links in the TFEvent Metrics Collector (#1417 by @zuston)
- Fix the gRPC build script (#1492 by @andreyvelich)
Documentation
- Modify docs for the Katib 0.10 (#1392 by @andreyvelich)
- Add Katib presentation list (#1446 by @andreyvelich)
- Add Canonical to the Katib Adopters (#1401 by @RFMVasconcelos)
- Update developer guide with the Katib controller flags (#1449 by @annajung)
- Add Fuzhi to the Katib Adopters (#1451 by @Planck0591)
- Fix Katib broken links to the Kubeflow guides (#1477 by @theofpa)
- Add the Katib Webhook docs (#1486 by @andreyvelich)
Misc
- Add recreate strategy for the MySQL deployment (#1393 by @andreyvelich)
- Modify worker image for the Katib AWS CI/CD (#1423 by @PatrickXYS)
- Add the SVG logo for Katib (#1414 by @knkski)
- Verify empty Objective in the Experiment defaults (#1445 by @andreyvelich)
- Move the Katib manifests upstream (#1432 by @yanniszark)
- Build the Trial images in the Katib CI (#1457 by @andreyvelich)
- Add script to update the boilerplates (#1491 by @andreyvelich)
Change Log
Check the Full Change Log.