Katib v0.17.0

This is the Katib v0.17.0 release.

Breaking Changes

• [SDK] Drop Python 3.7 and Support Python 3.11 (#2337 by @tenzen-y)
• [SDK] Upgrade the protobuf version to >=4.21.12,<5 (#2358 by @tenzen-y)
• Drop Kubernetes v1.26, and support Kubernetes v1.29 (#2308 by @tenzen-y)
• Drop Kubernetes v1.25, and Support Kubernetes v1.28 (#2303 by @tenzen-y)
• Remove MXNet examples (#2267 by @tenzen-y)

New Features

Core Features

• Replace gRPC code generation tool from Znly/protoc to Buf (#2344 by @forsaken628)
• Support ARM64 arch for release images (#2315 by @andreyvelich)
• DB: Add environment variable option to skip DB table creation (#2245 by @lkaybob)
• Add environment variable option to set postgres ssl mode (#2266 by @ckcd)
• Upgrade TensorFlow version to v2.16.1 (#2282 by @tenzen-y)
• Upgrade PyTorch version to v2.2.1 (#2279 by @tenzen-y)

SDK Features

• [SDK] Generate Name functionality for creating experiments. (#2272 by @bharathk005)
• [SDK] Add env & env_from in client tune (#2235 by @shipengcheng1230)
• [SDK] Add 'algorithm_settings' in client tune (#2227 by @shipengcheng1230)
• [SDK] Raise more human-readable name conflict exception (#2199 by @droctothorpe)

Bug Fixes

• Remove code generation from release script (#2364 by @andreyvelich)
• [SDK] Fix empty list for env variables and numpy version (#2360 by @andreyvelich)
• Use cache-dependency-path in actions/setup-go for CI workflow (#2355 by @forsaken628)
• Fix TestReconcileBatchJob (#2350 by @forsaken628)
• Fix Scikit-Learn Version for Skopt Tests (#2336 by @andreyvelich)
• [SDK] Fix env per Trial parameter in tune API (#2304 by @andreyvelich)
• Fix: clean up UTs for file metrics collector (#2285 by @Electronic-Waste)
• Fix tensor devices for DARTS Trial (#2273 by @sifa1024)
• Typo fix stale.yaml (#2257 by @tarilabs)
• Fix Optuna Validation for CMA-ES (#2240 by @andreyvelich)

Misc

• Replace already closed github.com/golang/mock with go.uber.org/mock (#2357 by @forsaken628)
• Update outdated actions (#2324 by @Mersho)
• Upgrade Go version to v1.22 (#2309 by @tenzen-y)
• CI: Enable parallel mode for the coveralls (#2297 by @tenzen-y)
• Upgrade Python version to 3.11 (#2278 by @tenzen-y)
• chore: add unit testcases for files in Text format. (#2274 by @Electronic-Waste)
• Upgrade google/go-containerregistry/pkg/authn/k8schain (#2252 by @tenzen-y)
• Add Technical and style guide to the contribution guide (#2250 by @tenzen-y)
• Install typing-extensions v4.6.3 for Optuna (#2251 by @tenzen-y)
• Remove legacy BO code (#2246 by @andreyvelich)
• Add Changelog for Katib v0.16.0 (#2239 by @andreyvelich)
• Add Katib ROADMAP 2022/2023 (#2153 by @andreyvelich)
• Update Ubuntu to 22.04 for E2E Tests (#2222 by @andreyvelich)
• Run Stale Action Every 5th Hour (#2221 by @andreyvelich)
• Add Stale GitHub Action (#2220 by @andreyvelich)
• Add Changelog for Katib v0.16.0-rc.1 (#2218 by @andreyvelich)
• Add Changelog for Katib v0.16.0-rc.0 (#2204 by @andreyvelich)
• Use the controller-runtime logger in the cert-generator (#2219 by @tenzen-y)

New Contributors

• @forsaken628 made their first contribution in #2344
• @lkaybob made their first contribution in #2245
• @ckcd made their first contribution in #2266
• @bharathk005 made their first contribution in #2272
• @shipengcheng1230 made their first contribution in #2227
• @Electronic-Waste made their first contribution in #2274
• @sifa1024 made their first contribution in #2273
• @tarilabs made their first contribution in #2257
• @Mersho made their first contribution in #2324

Katib v0.16.0

This is the Katib v0.16.0 release.

Breaking Changes

• Implement KatibConfig API (#2176 by @tenzen-y)
• Drop Kubernetes v1.24 and support Kubernetes v1.27 (#2182 by @tenzen-y)
• Drop Kubernetes v1.23 and support Kubernetes v1.26 (#2177 by @tenzen-y)
• Change failurePolicy to Fail for Katib Webhooks (#2018 by @andreyvelich)

New Features

Core Features

• Consolidate the Katib Cert Generator to the Katib Controller (#2185 by @tenzen-y)
• Containerize tests for Katib Conformance (#2146 by @nagar-ajay)

UI Improvements

• [UI] Default Resume Policy to never from UI (#2195 by @mChowdhury-91)
• [UI] Remove Deprecated Katib UI (#2179 by @andreyvelich)
• [UI] Fix Trial Logs when Kubernetes Job Fails (#2164 by @andreyvelich)
• kwa(front): Support all namespaces (#2119 by @elenzio9)
• kwa(front): Update the use of SnackBarService (#2113 by @orfeas-k)
• UI: Remove an unsed import, EventV1beta1Api (#2116 by @tenzen-y)

SDK Improvements

• [SDK] Enable resource specification for trial containers (#2192 by @droctothorpe)
• [SDK] Add namespace parameter to KatibClient (#2183 by @droctothorpe)
• [SDK] Import all Kubernetes Models (#2148 by @andreyvelich)

Bug fixes

• Bug: Wait for the certs to be mounted inside the container (#2213 by @tenzen-y)
• Start waiting for certs to be ready before sending data to the channel (#2215 by @tenzen-y)
• E2E: Add additional checks to verify if the components are ready (#2212 by @tenzen-y)
• Remove a katib-webhook-cert Secret from components (#2214 by @tenzen-y)
• Skip to inject the metrics-collector pods to the Katib controller (#2211 by @tenzen-y)
• Sending an empty data to the certsReady channel (#2196 by @tenzen-y)
• Fix conformance docker image (#2147 by @nagar-ajay)

Documentation

• Add PITS Global Data Recovery Services to the adopters list (#2160 by @ghost)
• Add SDK Breaking Change to Changelog (#2133 by @andreyvelich)
• Add Changelog for Katib v0.15.0 (#2129 by @andreyvelich)
• Add Changelog for Katib v0.15.0-rc.1 (#2123 by @andreyvelich)
• Add Changelog for Katib v0.15.0-rc.0 (#2106 by @andreyvelich)

Misc

• Upgrade Tensorflow version to v2.13.0 (#2216 by @tenzen-y)
• Upgrade Go version to v1.20 (#2190 by @tenzen-y)
• Replace grpc_health_probe with the built-in gRPC container probe feature (#2189 by @tenzen-y)
• Allow install binaries for the arm64 in the envtest (#2188 by @tenzen-y)
• Replace action to setup minikube with medyagh/setup-minikube (#2178 by @tenzen-y)
• Remove Charmed Operators for Katib (#2161 by @ca-scribner)
• Namespace and trial pod annotations as CLI argument (#2138 by @nagar-ajay)
• Relax dependencies restriction for the gRPC libraries (#2140 by @tenzen-y)
• Add SDK Breaking Change to Changelog (#2133 by @andreyvelich)
• Increase the free spaces in CI (#2131 by @tenzen-y)
• Reformat katib-operators (#2114 by @tenzen-y)

Katib v0.15.0

This is the Katib v0.15.0 release.

Breaking Changes

• Use Never Resume Policy as Default (#2102 by @andreyvelich)
• Chocolate Suggestion Service is removed (#2071 by @tenzen-y)
• request_number is removed from the GRPC APIs (#1994 by @johnugeorge)
• Enabling Authorization in Katib UI (#1983 and #2041 by @apo-ger)
• The new improved and refactored Katib SDK is not backward compatible (#2075 by @andreyvelich)

New Features

Major Features

• Narrow down Katib RBAC rules (#2091 by @johnugeorge)
• Support Postgres as a Katib DB (#1921 by @anencore94)
• More Suggestion container fields in Katib Config (#2000 by @fischor)
• Katib UI: Create the LOGS tab of Trial's details page (#2117 by @elenzio9)
• Katib UI: Enable pagination/sorting/filtering (#2017 and #2040 by @elenzio9)
• [SDK] Create Tune API in the Katib SDK (#1951 by @andreyvelich)
• [SDK] Get Trial Metrics from Katib DB (#2050 by @andreyvelich)

Core Features

• Add Conformance Program Doc for AutoML and Training WG (#2048 by @andreyvelich)
• Support for grid search algorithm in Optuna Suggestion Service (#2060 by @tenzen-y)
• Add Trial Labels During Pod Mutation (#2047 by @andreyvelich)
• Support for k8s v1.25 in CI (#1997 by @johnugeorge)
• Add the CI to build multi-platform container images (#1956 by @tenzen-y)
• Drop Kubernetes v1.21 and introduce Kubernetes v1.24 (#1953 by @tenzen-y)
• Add --connect-timeout flag to katib-db-manager (#1937 by @tenzen-y)
• Implement validations for DARTS suggestion service (#1926 by @tenzen-y)
• Implement validation for Optuna suggestion service (#1924 by @tenzen-y)

UI Improvements

• Make links in KWA's tables actual links (#2090 by @elenzio9)
• frontend: Rework the trial graph using ECharts in KWA (#2089 by @elenzio9)
• kwa(front): Add UI tests with Cypress (#2088 by @orfeas-k)
• frontend: Enable actions in experiment graph (#2065 by @elenzio9)
• frontend: Show message in case of uncompleted trial instead of the graph (#2063 by @elenzio9)
• frontend: Add source maps in the browser (#2043 by @elenzio9)
• Backend for getting logs of a trial (#2039 by @d-gol)
• frontend: Show the successful trials in the experiment graph (#2013) (#2033 by @elenzio9)
• frontend: Migrate from tslint to eslint in KWA (#2042 by @elenzio9)
• Dedicated yaml tab for Trials (#2034 by @elenzio9)
• KWA: Use new Editor component (Monaco) (#2023 by @orfeas-k)
• kwa(build): Introduce COMMIT file for building KWA (#2014 by @orfeas-k)
• frontend: Fix 500 error after detail page refresh (#1967) (#2001 by @elenzio9)
• Introduce KWA's frontend component for kfp links (#1991 by @elenzio9)
• UI: Rename and right align the age column (#1989 by @elenzio9)
• Show the trials table's status column first (#1990 by @elenzio9)
• UI: Make KWA's main table responsive and add toolbar (#1982 by @elenzio9)
• UI: Fix unit tests (#1977 by @elenzio9)
• UI: Format code (#1979 by @orfeas-k)
• Recreate the Experiments Parallel Coordinates Graph (#1974 by @elenzio9)
• Improve UI API/controller logging to ease troubleshooting (#1966 by @lukeogg)

SDK Improvements

• [SDK] Use Katib SDK for E2E Tests (#2075 by @andreyvelich)
• [SDK] Use Katib Client without Kube Config (#2098 by @andreyvelich)
• [SDK] Fix namespace parameter in tune API (#1981 by @andreyvelich)
• [SDK] Remove Final Keyword from constants (#1980 by @andreyvelich)

Bug fixes

• Fix Release Script for Updating SDK Version (#2104 by @andreyvelich)
• [Fix] add early stopped trials in converter (#2004 by @shaowei-su)
• [bugfix] Fix value passing bug in New Experiment form (#2027 by @orfeas-k)
• Fix main process retrieve logic for early stopping (#1988 by @shaowei-su)
• [hotfix]: filter by name of experiment (#1920 by @anencore94)
• Fix push script to include new images (#1911 by @johnugeorge)
• fix: only validate Kubernetes Job (#2025 by @zhixian82)
• Upgrade grpc-health-probe version to fix some security issues (#2093 by @tenzen-y)
• Format Katib Charm Operator (#2115 by @tenzen-y)

Documentation

• Add CERN to adopters (#2010 by @d-gol)
• Add More Katib Presentations 2022 (#2009 by @andreyvelich)
• Add the documentation for simple-pbt (#1978 by @tenzen-y)
• Add the license to pbt (#1958 by @tenzen-y)
• Update the Katib version in docs (#1950 by @tenzen-y)
• Update CHANGELOG for v0.14.0 release (#1932 by @johnugeorge)

Misc

• Update Training operator Image in CI (#2103 by @johnugeorge)
• Upgrade Go libraries to resolve security issues (#2094 by @tenzen-y)
• Run e2e with various Python versions to verify Python SDK (#2092 by @tenzen-y)
• Add a --prefer-binary flag to 'pip install' command (#2096 by @tenzen-y)
• Upgrade PyTorch version to v1.13.0 (#2082 by @tenzen-y)
• Upgrade Tensorflow version (#2079 by @tenzen-y)
• Upgrade Python version to 3.10 (#2057 by @tenzen-y)
• Pin the NumPy version with v1.23.5 in some images (#2070 by @tenzen-y)
• Upgrade the actions-setup-minikube version to v2.7.2 (#2064 by @tenzen-y)
• Remove Certificate Chain from Cert Generator (#2045 by @andreyvelich)
• Add resources to earlystopping container (#2038 by @zhixian82)
• Add scripts to verify generated codes and Go Modules (#1999 by @tenzen-y)
• [Test] Reduce Katib GitHub Action Runs (#2036 by @andreyvelich)
• gh-actions: Extend action to run Frontend Unit tests (#1998 by @orfeas-k)
• [chore] Upgrade docker/metadata-action, actions/checkout, and actions/setup-python version (#1996 by @tenzen-y)
• [chore] Upgrade Go version to v1.19 (#1995 by @tenzen-y)
• Support for arm64 in simple-pbt image (#1948 by @tenzen-y)
• Support arm64 in darts-cnn-cifar10 image (#1947 by @tenzen-y)
• Support for arm64 in enas-cnn-cifar10 image (#1944 by @tenzen-y)
• Support for arm64 in pytorch-mnist image (#1943 by @tenzen-y)
• Support for arm64 in mxnet-mnist image (#1940 by @tenzen-y)
• Use the katib-new-ui for Charmed gh-actions (#1987 by @tenzen-y)
• [feat] health check for katib-controller ([#1934...

Katib v0.14.0

This is the Katib v0.14.0 release.

New Features

Core Features

• Population based training (#1833 by @a9p)
• Support JSON format logs in file-metrics-collector (#1765 by @tenzen-y)
• Include MetricsUnavailable condition to Complete in Trial (#1877 by @tenzen-y)
• Allow running examples on Apple Silicon M1 and fix image build errors for arm64 (#1898 by @tenzen-y)
• Configurable job name and service name for cert generator (#1889 by @shaowei-su)

UI Features and Enhancements

• Add PBT to experiment creation form (#1909 by @a9p)
• Distinct page for each Trial in the UI (#1783 by @d-gol)

Bug fixes

• Add the pytorch-mnist with GPU support container image (#1917 by @tenzen-y)
• Fix push script to include new images (#1912 by @johnugeorge)
• Fixes lint warnings in YAML files (#1902 by @Rishit-dagli)
• Fix errors when running the test on Apple Silicon M1 (#1886 by @tenzen-y)
• Reconcile trial assignments by comparing suggestion and trials being executed (#1831 by @henrysecond1)
• Increate the probes seconds in manifests (#1845 by @haoxins)
• Set upper constraint for Optuna (#1852 by @himkt)
• Don't check if trial's metadata is in spec.parameters (#1848 by @alexeygorobets)

Documentation

• Fix the FPGA examples documentation (#1841 by @eliaskoromilas)
• Add CyberAgent to adopters (#1894 by @tenzen-y)

Misc

• Updating the training operator image in CI (#1910 by @johnugeorge)
• Upgrade Python and Pytorch versions for some examples (#1906 by @tenzen-y)
• Linting for K8s YAML files (#1901 by @Rishit-dagli)
• Change integration test sysytem from KinD Cluster to Minikube Cluster (#1899 by @tenzen-y)
• Upgrade mysql version to v8.0.29 (#1897 by @tenzen-y)
• Upgrade tensorflow-aarch64 version to v2.9.1 (#1891 by @tenzen-y)
• chore: Upgrade Go libraries to resolve some security issues in the katib-controller (#1888 by @tenzen-y)
• Migrate kubeflow-katib-presubmit to GitHub Actions (#1882 by @tenzen-y)
• Add semicolon when using command command in Makefile (#1885 by @tenzen-y)
• Fix HAS_SHELLCHECK and HAS_SETUP_ENVTEST in Makefile (#1884 by @tenzen-y)
• Remove presubmit tests depending on optional-test-infra (#1871 by @aws-kf-ci-bot)
• Upgrade the Tensorflow version to address some security issues (#1870 by @tenzen-y)
• Upgrade the grpc_health_probe version to v0.4.11 to resolve security vulnerability CVE-2022-27191 (#1875 by @tenzen-y)
• additional metric names should not include objective metric name (#1874 by @henrysecond1)
• Upgrade the Kubernetes Python client to 22.6.0 (#1869 by @tenzen-y)
• Upgrade the kubebuilder to v3.2.0 and Kubernetes Go libraries to v1.22.2 (#1861 by @tenzen-y)
• Update FPGA XGBoost example (#1865 by @eliaskoromilas)
• Fix kubeflowkatib/mxnet-mnist image (#1866 by @tenzen-y)
• pins pip and setuptools versions operators to avoid installation issues (#1867 by @DnPlas)
• Add shellcheck (#1857 by @tenzen-y)
• Bump kubeflow-katib and kfp version in notebook examples (#1849 by @tenzen-y)
• Add prometheus scraping and grafana support to charmed katib-controller operator (#1839 by @jardon)
• Upgrade Black to fix linting (#1842 by @jardon)

Change Log

Check the Full Change Log.

Katib v0.14.0-rc.0

Katib official release v0.14.0-rc.0

Katib v0.13.0

This is the Katib v0.13.0 release.

Breaking changes:

1. Namespace label for Metrics collector enabled Katib namespaces is changed to katib.kubeflow.org/metrics-collector-injection=enabled #1740
2. Current request number field in gRPC API is renamed to current_request_number #1728
3. training.kubeflow.org prefix is added to the default primary pod labelsjob-role and replica-type of the Training Operators #1813

New Features

Algorithms and Components

• Implement validation for Early Stopping (#1709 by @tenzen-y)
• Change namespace label for Metrics Collector injection (#1740 by @andreyvelich)
• Modify gRPC API with Current Request Number (#1728 by @andreyvelich)
• Allow to remove each resource in Katib config (#1729 by @andreyvelich)
• Support leader election for Katib Controller (#1713 by @tenzen-y)
• Change default Metrics Collect format (#1707 by @anencore94)
• Bump Python version to 3.9 (#1731 by @tenzen-y)
• Update Go version to 1.17 (#1683 by @andreyvelich)
• Create Python script to run e2e Argo Workflow (#1674 by @andreyvelich)
• Reimplement Katib Cert Generator in Go (#1662 by @tenzen-y)
• SDK: change list apis to return objects as default (#1630 by @anencore94)

UI Features

• Enhance Katib UI feasible space (#1721 by @seong7)
• Handle missing TrialTemplates in Katib UI (#1652 by @kimwnasptd)
• Add Prettier devDependency in Katib UI (#1629 by @seong7)

Documentation

• Fix a link for GRPC API documentation (#1786 by @tenzen-y)
• Add my presentations that include Katib (#1753 by @terrytangyuan)
• Add Akuity to list of adopters (#1749 by @terrytangyuan)
• Change Argo -> Argo Workflows (#1741 by @terrytangyuan)
• Update Algorithm Service Doc for the new CI script (#1724 by @andreyvelich)
• Update link to Training Operator (#1699 by @terrytangyuan)
• Refactor examples folder structure (#1691 by @andreyvelich)
• Fix README in examples directory (#1687 by @tenzen-y)
• Add Kubeflow MXJob example (#1688 by @andreyvelich)
• Update FPGA examples (#1685 by @eliaskoromilas)
• Refactor README (#1667 by @andreyvelich)
• Change the minimal Kustomize version in the developer guide (#1675 by @tenzen-y)
• Add Katib release process guide (#1641 by @andreyvelich)

Bug Fixes

• Remove unrecognized keys from metadata.yaml in Charmed operators (#1759 by @DnPlas)
• Fix the default Metrics Collector regex (#1755 by @andreyvelich)
• Fix Status Handling in Charmed Operators (#1743 by @DomFleischmann)
• Fix bug on list type HP in Katib UI (#1704 by @seong7)
• Fix Range for Int and Double values in Grid search (#1732 by @andreyvelich)
• Check if parameter references exist in Experiment parameters (#1726 by @henrysecond1)
• Fix same set for HyperParameters in Bayesian Optimization algorithm (#1701 by @fabianvdW)
• Close MySQL statement and rows resources when SQL exec ends (#1720 by @chenwenjun-github)
• Fix Cluster Role of Katib Controller to access image pull secrets (#1725 by @henrysecond1)
• Emit events when fails to reconcile all Trials (#1706 by @henrysecond1)
• Missing metrics port annotation (#1715 by @alexeykaplin)
• Fix absolute value in Katib UI (#1676 by @anencore94)
• Add missing omitempty parameter to APIs (#1645 by @andreyvelich)
• Reconcile semantics for Suggestion Algorithms (#1633 by @johnugeorge)
• Fix default label for Training Operators (#1813 by @andreyvelich)
• Update supported Python version for Katib SDK (#1798 by @tenzen-y)

Misc

• Use release tags for Trial images (#1757 by @andreyvelich)
• Upgrade cert-manager API from v1alpha2 to v1 (#1752 by @haoxins)
• Add Workflow to Publish Katib Images (#1746 by @andreyvelich)
• Update Charmed Katib Operators + CI to 0.12 (#1717 by @knkski)
• Updating Katib CI to use Training Operator (#1710 by @midhun1998)
• Update OWNERS for Charmed operators (#1718 by @ca-scribner)
• Implement some unit tests for the Katib Config package (#1690 by @tenzen-y)
• Add GitHub Actions for Python unit tests (#1677 by @andreyvelich)
• Add OWNERS file for the Katib new UI (#1681 by @kimwnasptd)
• Add envtest to check reconcileRBAC (#1678 by @tenzen-y)
• Use golangci-lint as linter for Go (#1671 by @tenzen-y)

Katib v0.12.0

This is the Katib v0.12.0 release.

The major advantages:

• Optuna Suggestion service with the new algorithms, big thanks to @g-votte and @c-bata.
• Sobol's Quasirandom Sequence algorithm and IPOP-CMA-ES or BIPOP-CMA-ES restart strategies, big thanks to @c-bata.
• Katib can perform Argo Workflows, big thanks to @andreyvelich.

New Features

Algorithms and Components

• Add Optuna based suggestion service (#1613 by @g-votte)
• Support Sobol's Quasirandom Sequence using Goptuna. (#1523 by @c-bata)
• Bump the Goptuna version up to v0.8.0 with IPOP-CMA-ES and BIPOP-CMA-ES support. (#1519 by @c-bata)
• Validate possible operations for Grid suggestion (#1205 by @andreyvelich)
• Validate for Bayesian Optimization algorithm settings (#1600 by @anencore94)
• Add Support for Argo Workflows (#1605 by @andreyvelich)
• Add Support for XGBoost Operator with LightGBM example (#1603 by @andreyvelich)
• Allow empty resources for CPU and Memory in Katib config (#1564 by @andreyvelich)
• Add kustomization overlay: katib-openshift (#1513 by @maanur)
• Switch to SDI in Katib Charm (#1555 by @knkski)

UI Features

• Add Multivariate TPE to Katib UI (#1625 by @andreyvelich)
• Update Katib UI with Optuna Algorithm Settings (#1626 by @andreyvelich)
• Change the default image for the new Katib UI (#1608 by @andreyvelich)

Documentation

• Add Katib 2021 ROADMAP (#1524 by @andreyvelich)
• Add AutoML and Training WG Summit July 2021 (#1615 by @andreyvelich)
• Add the new Katib presentations 2021 (#1539 by @andreyvelich)
• Add Doc checklist to PR template (#1568 by @andreyvelich)
• Fix typo in operators/README (#1557 by @evilnick)
• Adds docs on how to use Katib Charm within KF (#1556 by @RFMVasconcelos)
• Fix a link to Kustomize manifest for new Katib UI (#1521 by @c-bata)

Bug Fixes

• Fix UI for handling missing params (#1657 by @kimwnasptd)
• Reconcile semantics for Suggestion Algorithms (#1644 by @johnugeorge)
• Fix Metrics Collector error in case of non-existing Process (#1614 by @andreyvelich)
• Fix mysql version in docker image (#1594 by @munagekar)
• Fix grep in Tekton Experiment Doc (#1578 by @andreyvelich)
• Error messages corrected (#1522 by @himanshu007-creator)
• Install charmcraft 1.0.0 (#1593 by @DomFleischmann)

Misc

• Modify XGBoostJob example for the new Controller (#1623 by @andreyvelich)
• Modify Labels for controller resources (#1621 by @andreyvelich)
• Modify Labels for Katib Components (#1611 by @andreyvelich)
• Upgrade CRDs to apiextensions.k8s.io/v1 (#1610 by @andreyvelich)
• Update Katib SDK with OpenAPI generator (#1572 by @andreyvelich)
• Disable default PV for Experiment with resume from volume (#1552 by @andreyvelich)
• Remove PV from MySQL component (#1527 by @andreyvelich)
• feat: add naming regex check on validating webhook (#1541 by @anencore94)

Change Log

Check the Full Change Log.

Katib v0.11.1

This is the Katib v0.11.1 release.

Bug fixes

• Fix Katib manifest for Kubeflow 1.3 (#1503 by @yanniszark)
• Fix Katib release script (#1510 by @andreyvelich)

Enhancements

• Remove Application CR (#1509 by @yanniszark)
• Modify Katib manifest to support newer Kustomize version (#1515 by @davidspek and @andreyvelich)

Check the Full Change Log.

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.

v0.10.1

Check the Full Change Log.