* Fix Katib unit tests.

Signed-off-by: Elena Zioga <[email protected]>

Signed-off-by: Elena Zioga <[email protected]>

Bumps [jose](https://github.com/panva/jose) from 2.0.5 to 2.0.6.
- [Release notes](https://github.com/panva/jose/releases)
- [Changelog](https://github.com/panva/jose/blob/v2.0.6/CHANGELOG.md)
- [Commits](panva/jose@v2.0.5...v2.0.6)

---
updated-dependencies:
- dependency-name: jose
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

…1825)

Bumps [url-parse](https://github.com/unshiftio/url-parse) from 1.5.3 to 1.5.10.
- [Release notes](https://github.com/unshiftio/url-parse/releases)
- [Commits](unshiftio/url-parse@1.5.3...1.5.10)

---
updated-dependencies:
- dependency-name: url-parse
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Bumps [url-parse](https://github.com/unshiftio/url-parse) from 1.4.7 to 1.5.10.
- [Release notes](https://github.com/unshiftio/url-parse/releases)
- [Commits](unshiftio/url-parse@1.4.7...1.5.10)

---
updated-dependencies:
- dependency-name: url-parse
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

)

Bumps [minimist](https://github.com/substack/minimist) from 1.2.5 to 1.2.6.
- [Release notes](https://github.com/substack/minimist/releases)
- [Commits](https://github.com/substack/minimist/compare/1.2.5...1.2.6)

---
updated-dependencies:
- dependency-name: minimist
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Bumps [minimist](https://github.com/substack/minimist) from 1.2.5 to 1.2.6.
- [Release notes](https://github.com/substack/minimist/releases)
- [Commits](https://github.com/substack/minimist/compare/1.2.5...1.2.6)

---
updated-dependencies:
- dependency-name: minimist
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Bumps [async](https://github.com/caolan/async) from 2.6.3 to 2.6.4.
- [Release notes](https://github.com/caolan/async/releases)
- [Changelog](https://github.com/caolan/async/blob/v2.6.4/CHANGELOG.md)
- [Commits](caolan/async@v2.6.3...v2.6.4)

---
updated-dependencies:
- dependency-name: async
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Bumps [async](https://github.com/caolan/async) from 2.6.3 to 2.6.4.
- [Release notes](https://github.com/caolan/async/releases)
- [Changelog](https://github.com/caolan/async/blob/v2.6.4/CHANGELOG.md)
- [Commits](caolan/async@v2.6.3...v2.6.4)

---
updated-dependencies:
- dependency-name: async
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

#1835)

Bumps [lodash-es](https://github.com/lodash/lodash) from 4.17.11 to 4.17.21.
- [Release notes](https://github.com/lodash/lodash/releases)
- [Commits](lodash/lodash@4.17.11...4.17.21)

---
updated-dependencies:
- dependency-name: lodash-es
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Bumps [karma](https://github.com/karma-runner/karma) from 6.3.14 to 6.3.16.
- [Release notes](https://github.com/karma-runner/karma/releases)
- [Changelog](https://github.com/karma-runner/karma/blob/master/CHANGELOG.md)
- [Commits](karma-runner/karma@v6.3.14...v6.3.16)

---
updated-dependencies:
- dependency-name: karma
  dependency-type: direct:development
...

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

…1880)

Bumps [eventsource](https://github.com/EventSource/eventsource) from 1.1.0 to 1.1.1.
- [Release notes](https://github.com/EventSource/eventsource/releases)
- [Changelog](https://github.com/EventSource/eventsource/blob/master/HISTORY.md)
- [Commits](EventSource/eventsource@v1.1.0...v1.1.1)

---
updated-dependencies:
- dependency-name: eventsource
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Bumps [terser](https://github.com/terser/terser) from 4.8.0 to 4.8.1.
- [Release notes](https://github.com/terser/terser/releases)
- [Changelog](https://github.com/terser/terser/blob/master/CHANGELOG.md)
- [Commits](https://github.com/terser/terser/commits)

---
updated-dependencies:
- dependency-name: terser
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Bumps [eventsource](https://github.com/EventSource/eventsource) from 1.0.7 to 1.1.2.
- [Release notes](https://github.com/EventSource/eventsource/releases)
- [Changelog](https://github.com/EventSource/eventsource/blob/master/HISTORY.md)
- [Commits](EventSource/eventsource@v1.0.7...v1.1.2)

---
updated-dependencies:
- dependency-name: eventsource
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Bumps [got](https://github.com/sindresorhus/got) from 11.7.0 to 11.8.5.
- [Release notes](https://github.com/sindresorhus/got/releases)
- [Commits](sindresorhus/got@v11.7.0...v11.8.5)

---
updated-dependencies:
- dependency-name: got
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Bumps [ansi-regex](https://github.com/chalk/ansi-regex), [ansi-regex](https://github.com/chalk/ansi-regex) and [ansi-regex](https://github.com/chalk/ansi-regex). These dependencies needed to be updated together.

Updates `ansi-regex` from 5.0.0 to 5.0.1
- [Release notes](https://github.com/chalk/ansi-regex/releases)
- [Commits](chalk/ansi-regex@v5.0.0...v5.0.1)

Updates `ansi-regex` from 4.1.0 to 5.0.1
- [Release notes](https://github.com/chalk/ansi-regex/releases)
- [Commits](chalk/ansi-regex@v5.0.0...v5.0.1)

Updates `ansi-regex` from 3.0.0 to 5.0.1
- [Release notes](https://github.com/chalk/ansi-regex/releases)
- [Commits](chalk/ansi-regex@v5.0.0...v5.0.1)

---
updated-dependencies:
- dependency-name: ansi-regex
  dependency-type: indirect
- dependency-name: ansi-regex
  dependency-type: indirect
- dependency-name: ansi-regex
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Removes [ansi-html](https://github.com/Tjatse/ansi-html). It's no longer used after updating ancestor dependency [react-scripts](https://github.com/facebook/create-react-app/tree/HEAD/packages/react-scripts). These dependencies need to be updated together.


Removes `ansi-html`

Updates `react-scripts` from 3.2.0 to 5.0.1
- [Release notes](https://github.com/facebook/create-react-app/releases)
- [Changelog](https://github.com/facebook/create-react-app/blob/main/CHANGELOG-3.x.md)
- [Commits](https://github.com/facebook/create-react-app/commits/[email protected]/packages/react-scripts)

---
updated-dependencies:
- dependency-name: ansi-html
  dependency-type: indirect
- dependency-name: react-scripts
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* UI: Make KWA's main table responsive and add toolbar

* Add a top row toolbar with the title of the app and the button to
  create a new Experiment.
* Replace the card with a responsive table that shows the items. The
  component also has a paginator.

Signed-off-by: Elena Zioga <[email protected]>

* build: Update Dockerfile and README file

Update Dockerfile and README file to check out to the commit in master
branch from the Kubeflow repository that includes the corresponding
changes.

Signed-off-by: Elena Zioga <[email protected]>

Signed-off-by: Elena Zioga <[email protected]>

Signed-off-by: tenzen-y <[email protected]>

Signed-off-by: tenzen-y <[email protected]>

Signed-off-by: tenzen-y <[email protected]>

Signed-off-by: tenzen-y <[email protected]>

…1990)

* Move the status column to the first position of the trials table as
  it is in the other tables.

Signed-off-by: Elena Zioga <[email protected]>

Signed-off-by: Elena Zioga <[email protected]>

* Update training operator image in CI

* Remove deprecated GRPC var

* Remove deprecated GRPC var

* Remove deprecated GRPC var

* Support for k8s v1.25 in CI

* Revert "Support for k8s v1.25 in CI"

This reverts commit 16e6fe4.

…/setup-python version (#1996)

* [chore] Upgrade docker/metadata-action to v4

Signed-off-by: tenzen-y <[email protected]>

* [chore] Upgrade actions/checkout to v3

Signed-off-by: tenzen-y <[email protected]>

* [chore] Upgrade action/setup-python version to v4

Signed-off-by: tenzen-y <[email protected]>

Signed-off-by: tenzen-y <[email protected]>

* Support for k8s v1.25 in CI

* Revert "Support for k8s v1.25 in CI"

This reverts commit 16e6fe4.

* Support for k8s v1.25 in CI

* Support for k8s v1.25 in CI

* Support for k8s v1.25 in CI

* Add Readme changes

* Rename the Age header to Created at and right align it.

Signed-off-by: Elena Zioga <[email protected]>

Signed-off-by: Elena Zioga <[email protected]>

…#2003)

Bumps [loader-utils](https://github.com/webpack/loader-utils) from 1.4.0 to 1.4.1.
- [Release notes](https://github.com/webpack/loader-utils/releases)
- [Changelog](https://github.com/webpack/loader-utils/blob/v1.4.1/CHANGELOG.md)
- [Commits](webpack/loader-utils@v1.4.0...v1.4.1)

---
updated-dependencies:
- dependency-name: loader-utils
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Co-authored-by: shaowei su <[email protected]>

…tend (#2005)

Bumps [socket.io-parser](https://github.com/socketio/socket.io-parser) from 4.0.4 to 4.0.5.
- [Release notes](https://github.com/socketio/socket.io-parser/releases)
- [Changelog](https://github.com/socketio/socket.io-parser/blob/main/CHANGELOG.md)
- [Commits](socketio/socket.io-parser@4.0.4...4.0.5)

---
updated-dependencies:
- dependency-name: socket.io-parser
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* gh-actions: Extend action to run Frontend Unit tests

Extend Frontend Test action to run also KWA frontend unit tests.

Signed-off-by: Orfeas Kourkakis <[email protected]>

* gh-actions: Exclude actions when there are only UI changes

Prevent the following workflows when a PR contains changes that affect
only the frontend:
 - Charmed Katib
 - E2E Test with darts-cnn-cifar10
 - E2E Test with enas-cnn-cifar10
 - E2E Test with mxnet-mnist
 - E2E Test with pytorch-mnist
 - E2E Test with simple-pbt
 - E2E Test with tf-mnist-with-summaries
 - Go Test
 - Publish AutoML Algorithm Images
 - Publish Katib Core Images
 - Publish Trial Images
 - Python Test
 - Shellcheck

Signed-off-by: Orfeas Kourkakis <[email protected]>

* gh-actions: Add action to build Katib UI image.

Signed-off-by: Orfeas Kourkakis <[email protected]>

Signed-off-by: Orfeas Kourkakis <[email protected]>

Signed-off-by: tariq-hasan <[email protected]>

Signed-off-by: Andrey Velichkevich <[email protected]>

Signed-off-by: Andrey Velichkevich <[email protected]>

Signed-off-by: Andrey Velichkevich <[email protected]>

implmentation -> implementation

Signed-off-by: Ikko Ashimine <[email protected]>

Signed-off-by: jaffe-fly <[email protected]>

* Begin enabling pre-commit hooks

Signed-off-by: droctothorpe <[email protected]>

* Address PR feedback

Signed-off-by: droctothorpe <[email protected]>

---------

Signed-off-by: droctothorpe <[email protected]>

* chore: add metrics_collector_config in tune function.

Signed-off-by: Electronic-Waste <[email protected]>

* rebase: rebase feat/new-param-tune to master.

Signed-off-by: Electronic-Waste <[email protected]>

* chore: add metrics collector kind list in comment.

Signed-off-by: Electronic-Waste <[email protected]>

* fix: always pass Trial name to the training container.

Signed-off-by: Electronic-Waste <[email protected]>

* fix: delete passing env variable logics in katib_client.py

Signed-off-by: Electronic-Waste <[email protected]>

* fix: passing env variable KATIB_TRIAL_NAME in the webhook of pod.

Signed-off-by: Electronic-Waste <[email protected]>

* fix: pass env variable KATIB_TRIAL_NAME only to the primary container.

Signed-off-by: Electronic-Waste <[email protected]>

* chore: add report_metrics in post_gen.py.

Signed-off-by: Electronic-Waste <[email protected]>

* fix: change nil error to allErrs(deleted by accident).

Signed-off-by: Electronic-Waste <[email protected]>

* fix: fix lint error in inject_webhook.go.

Signed-off-by: Electronic-Waste <[email protected]>

* fix: wrap env variables passing logics into mutatePodEnv.

Signed-off-by: Electronic-Waste <[email protected]>

* chore: add unit tests for mutatePodEnv.

Signed-off-by: Electronic-Waste <[email protected]>

* fix: delete protocmp.

Signed-off-by: Electronic-Waste <[email protected]>

---------

Signed-off-by: Electronic-Waste <[email protected]>

…uf/testing/protocmp`. (#2391)

Signed-off-by: Electronic-Waste <[email protected]>

* create llm hyperparameters tuning api proposal

Signed-off-by: helenxie-bit <[email protected]>

* update llm hyperparameters tuning api proposal

Signed-off-by: helenxie-bit <[email protected]>

* update proposal

Signed-off-by: helenxie-bit <[email protected]>

* fix some typos

Signed-off-by: helenxie-bit <[email protected]>

* update the path of image and delete parameter 'resouces_per_worker' from tune api

Signed-off-by: helenxie-bit <[email protected]>

* delete objective function and adjust the design of tune API

Signed-off-by: helenxie-bit <[email protected]>

* Update docs/proposals/llm-hyperparameter-optimization-api.md

Co-authored-by: Andrey Velichkevich <[email protected]>
Signed-off-by: helenxie-bit <[email protected]>

* Move 'Advanced Functionalities' to 'Non-Goals', and update 'Implementation' part

Signed-off-by: helenxie-bit <[email protected]>

* update 'pytorch_config'

Signed-off-by: helenxie-bit <[email protected]>

* change the name of 'pytorch_config' to 'resources_per_trial'

Signed-off-by: helenxie-bit <[email protected]>

* adjust format

Signed-off-by: helenxie-bit <[email protected]>

* adjust format

Signed-off-by: helenxie-bit <[email protected]>

* adjust format

Signed-off-by: helenxie-bit <[email protected]>

* update implementation part and the type of 'resources_per_trial'

Signed-off-by: helenxie-bit <[email protected]>

* update the example

Signed-off-by: helenxie-bit <[email protected]>

* update 'resources_per_trial'& add one more option for defining objective function

Signed-off-by: helenxie-bit <[email protected]>

* fix typo errors

Signed-off-by: helenxie-bit <[email protected]>

* delete 'WIP' tag

Signed-off-by: helenxie-bit <[email protected]>

* update example

Signed-off-by: helenxie-bit <[email protected]>

* update example

Signed-off-by: helenxie-bit <[email protected]>

* update example

Signed-off-by: helenxie-bit <[email protected]>

* fix format

Signed-off-by: helenxie-bit <[email protected]>

---------

Signed-off-by: helenxie-bit <[email protected]>
Co-authored-by: Andrey Velichkevich <[email protected]>

Signed-off-by: Shashank Mittal <[email protected]>

…mpatible (#2400)

Bumps [github.com/docker/docker](https://github.com/docker/docker) from 24.0.9+incompatible to 26.1.4+incompatible.
- [Release notes](https://github.com/docker/docker/releases)
- [Commits](moby/moby@v24.0.9...v26.1.4)

---
updated-dependencies:
- dependency-name: github.com/docker/docker
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

Signed-off-by: Shashank Mittal <[email protected]>

modified feasibleSpace

Removed Categorical from Distribution

Signed-off-by: Shashank Mittal <[email protected]>

modified feasibleSpace

refactored proposal based on comments

comparison table updated

extra heading removed

* fix(sdk): fix error field metrics_collector in tune function.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): Add e2e tests for tune function.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): add missing field parameters.

Signed-off-by: Electronic-Waste <[email protected]>

* refactor(test/sdk): add run-e2e-tune-api.py.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): delete tune testing code in run-e2e-experiment.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): add blank lines.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): add verbose and temporarily delete e2e-experiment test.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): add namespace_labels.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): add time.sleep(5).

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): add error output.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): build random image for tune.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): delete extra debug log.

Signed-off-by: Electronic-Waste <[email protected]>

* refactor(test/sdk): create separate workflow for tune.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): change api to API.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): change the permission of scripts.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): delete exit code & comment image pulling.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): delete image pulling phase.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): refactor workflow file to use template.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): mark experiments and trial-images as not required.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): pass tune-api param to setup-minikube.sh.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): fix err in template-e2e-test.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): add debug logs.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): reorder params and delete logs.

Signed-off-by: Electronic-Waste <[email protected]>

---------

Signed-off-by: Electronic-Waste <[email protected]>

…mpatible (#2405)

Bumps [github.com/docker/docker](https://github.com/docker/docker) from 26.1.4+incompatible to 26.1.5+incompatible.
- [Release notes](https://github.com/docker/docker/releases)
- [Commits](moby/moby@v26.1.4...v26.1.5)

---
updated-dependencies:
- dependency-name: github.com/docker/docker
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* Add black formater and flake8 linter to pre-commit

Also add's the flake8 config file

Signed-off-by: Ignas Baranauskas <[email protected]>

* Fixes black formating

Signed-off-by: Ignas Baranauskas <[email protected]>

* Fixes flake8 linting errors

Signed-off-by: Ignas Baranauskas <[email protected]>

---------

Signed-off-by: Ignas Baranauskas <[email protected]>

…uide (#2401)

* test(webhook): save current work.

Signed-off-by: Electronic-Waste <[email protected]>

* refactor(test/webhook): refactor inject_webhook_test.go.

Signed-off-by: Electronic-Waste <[email protected]>

* test(webhook): fix lint error.

Signed-off-by: Electronic-Waste <[email protected]>

* test(webhook): add UT deleted by accident.

Signed-off-by: Electronic-Waste <[email protected]>

---------

Signed-off-by: Electronic-Waste <[email protected]>

…on client (#2403)

* added Unknown distribution and convertDistribution in suggestion client

added unit tests

Signed-off-by: Shashank Mittal <[email protected]>

* removed custom compare func

Signed-off-by: Shashank Mittal <[email protected]>

---------

Signed-off-by: Shashank Mittal <[email protected]>

* introduced error constants and replaced reflect with cmp

Signed-off-by: tariq-hasan <[email protected]>

* fix order of mock method calls

Signed-off-by: tariq-hasan <[email protected]>

---------

Signed-off-by: tariq-hasan <[email protected]>

* added validator for feasible space distribution

Signed-off-by: Shashank Mittal <[email protected]>

validation logic fixed

added unit test

added unit test for valid distribution

requested changes made

Update pkg/webhook/v1beta1/experiment/validator/validator.go

Co-authored-by: Yuki Iwai <[email protected]>

fmt

* fmt fix

Signed-off-by: Shashank Mittal <[email protected]>

---------

Signed-off-by: Shashank Mittal <[email protected]>

… dir for black and flake8 (#2413)

* Chnage the isort profile to black, and add pkg dir for black and flake8

Signed-off-by: Ignas Baranauskas <[email protected]>

* Fix the formating

Signed-off-by: Ignas Baranauskas <[email protected]>

* Fix flake8 lint issues

Signed-off-by: Ignas Baranauskas <[email protected]>

---------

Signed-off-by: Ignas Baranauskas <[email protected]>

* fix: fix bugs in report_metrics.

Signed-off-by: Electronic-Waste <[email protected]>

* fix: fix bugs in tune.

Signed-off-by: Electronic-Waste <[email protected]>

* fix: fix bugs in get_trial_metrics.

Signed-off-by: Electronic-Waste <[email protected]>

* fix: update .gitignore and setup.py.

Signed-off-by: Electronic-Waste <[email protected]>

* fix: update Makefile.

Signed-off-by: Electronic-Waste <[email protected]>

* feat: add report_metrics_test.py.

Signed-off-by: Electronic-Waste <[email protected]>

* fix: fix lint error.

Signed-off-by: Electronic-Waste <[email protected]>

* feat: add UTs for get_trial_metrics.

Signed-off-by: Electronic-Waste <[email protected]>

* fix: update post_gen.py.

Signed-off-by: Electronic-Waste <[email protected]>

* refactor: rebase to master.

Signed-off-by: Electronic-Waste <[email protected]>

* test(sdk): use single katib_client.

Signed-off-by: Electronic-Waste <[email protected]>

* fix(sdk): add TODO for import rewrite.

Signed-off-by: Electronic-Waste <[email protected]>

* fix(sdk): fix lint error with black.

Signed-off-by: Electronic-Waste <[email protected]>

* fix(sdk): fix lint error with isort.

Signed-off-by: Electronic-Waste <[email protected]>

* fix(sdk): reformat import in katib_client_test.py.

Signed-off-by: Electronic-Waste <[email protected]>

---------

Signed-off-by: Electronic-Waste <[email protected]>

* update tune api for llm hyperparameters optimization

Signed-off-by: helenxie-bit <[email protected]>

* resolve conflict

Signed-off-by: helenxie-bit <[email protected]>

* fix the problem of dependency

Signed-off-by: helenxie-bit <[email protected]>

* fix the format of import statement

Signed-off-by: helenxie-bit <[email protected]>

* adjust the blank lines

Signed-off-by: helenxie-bit <[email protected]>

* delete the trainer to reuse it in Training Operator

Signed-off-by: helenxie-bit <[email protected]>

* update constants

Signed-off-by: helenxie-bit <[email protected]>

* update metrics format

Signed-off-by: helenxie-bit <[email protected]>

* update the type of  and

Signed-off-by: helenxie-bit <[email protected]>

* update the message of 'ImportError'

Signed-off-by: helenxie-bit <[email protected]>

* add TODO of PVC creation

Signed-off-by: helenxie-bit <[email protected]>

* update the name of pvc

Signed-off-by: helenxie-bit <[email protected]>

* reuse constants from Training Operator

Signed-off-by: helenxie-bit <[email protected]>

* keep 'parameters' and update validation

Signed-off-by: helenxie-bit <[email protected]>

* update for test

Signed-off-by: helenxie-bit <[email protected]>

* reuse 'get_container_spec' and 'get_pod_template_spec' from Training Operator

Signed-off-by: helenxie-bit <[email protected]>

* format with black

Signed-off-by: helenxie-bit <[email protected]>

* fix Lint error

Signed-off-by: helenxie-bit <[email protected]>

* fix Lint errors

Signed-off-by: helenxie-bit <[email protected]>

* delete types

Signed-off-by: helenxie-bit <[email protected]>

* fix format

Signed-off-by: helenxie-bit <[email protected]>

* update format

Signed-off-by: helenxie-bit <[email protected]>

* update format

Signed-off-by: helenxie-bit <[email protected]>

* fix e2e test error

Signed-off-by: helenxie-bit <[email protected]>

* add TODO

Signed-off-by: helenxie-bit <[email protected]>

* format with max line length

Signed-off-by: helenxie-bit <[email protected]>

* format docstring

Signed-off-by: helenxie-bit <[email protected]>

* update format

Signed-off-by: helenxie-bit <[email protected]>

* add helper functions

Signed-off-by: helenxie-bit <[email protected]>

* update format

Signed-off-by: helenxie-bit <[email protected]>

* update format

Signed-off-by: helenxie-bit <[email protected]>

* run test again

Signed-off-by: helenxie-bit <[email protected]>

* run test again

Signed-off-by: helenxie-bit <[email protected]>

* run test again

Signed-off-by: helenxie-bit <[email protected]>

* fix dict substitution in training_parameters

Signed-off-by: helenxie-bit <[email protected]>

* fix typo

Signed-off-by: helenxie-bit <[email protected]>

* resolve conflicts and add check for case of no parameters

Signed-off-by: helenxie-bit <[email protected]>

* fix format

Signed-off-by: helenxie-bit <[email protected]>

* fix format

Signed-off-by: helenxie-bit <[email protected]>

* fix format

Signed-off-by: helenxie-bit <[email protected]>

* fix flake8 error

Signed-off-by: helenxie-bit <[email protected]>

* fix format

Signed-off-by: helenxie-bit <[email protected]>

* fix format

Signed-off-by: helenxie-bit <[email protected]>

* fix format

Signed-off-by: helenxie-bit <[email protected]>

* fix format

Signed-off-by: helenxie-bit <[email protected]>

* fix format

Signed-off-by: helenxie-bit <[email protected]>

* update isort file to black and fix typo

Signed-off-by: helenxie-bit <[email protected]>

* modify the set of metrics format

Signed-off-by: helenxie-bit <[email protected]>

* update tune API

Signed-off-by: helenxie-bit <[email protected]>

* add types.TrainerResources class

Signed-off-by: helenxie-bit <[email protected]>

* fix flake8 error

Signed-off-by: helenxie-bit <[email protected]>

* rerun tests

Signed-off-by: helenxie-bit <[email protected]>

* rerun tests

Signed-off-by: helenxie-bit <[email protected]>

* resolve conflict

Signed-off-by: helenxie-bit <[email protected]>

* rerun tests

Signed-off-by: helenxie-bit <[email protected]>

* rerun tests

Signed-off-by: helenxie-bit <[email protected]>

* rerun tests

Signed-off-by: helenxie-bit <[email protected]>

* rerun tests

Signed-off-by: helenxie-bit <[email protected]>

* rerun tests

Signed-off-by: helenxie-bit <[email protected]>

* rerun tests

Signed-off-by: helenxie-bit <[email protected]>

* rerun tests

Signed-off-by: helenxie-bit <[email protected]>

* rerun tests

Signed-off-by: helenxie-bit <[email protected]>

* rerun tests

Signed-off-by: helenxie-bit <[email protected]>

* rerun tests

Signed-off-by: helenxie-bit <[email protected]>

* delete properties of 'TrainerResources'

Signed-off-by: helenxie-bit <[email protected]>

* fix format error

Signed-off-by: helenxie-bit <[email protected]>

* update types

Signed-off-by: helenxie-bit <[email protected]>

* fix format

Signed-off-by: helenxie-bit <[email protected]>

* add import of 'TrainerResources' in '__init__.py' of katib

Signed-off-by: helenxie-bit <[email protected]>

* rerun tests

Signed-off-by: helenxie-bit <[email protected]>

* revert changes and rerun tests

Signed-off-by: helenxie-bit <[email protected]>

* check pvc and pv status of katib deployments

Signed-off-by: helenxie-bit <[email protected]>

* check pvc and pv status of katib deployments

Signed-off-by: helenxie-bit <[email protected]>

* recommit changes

Signed-off-by: helenxie-bit <[email protected]>

* update minikube version when setup

Signed-off-by: helenxie-bit <[email protected]>

* delete the code that disables formatting for the tune function

Signed-off-by: helenxie-bit <[email protected]>

* update according to andrey's feedback

Signed-off-by: helenxie-bit <[email protected]>

* add helper function in utils

Signed-off-by: helenxie-bit <[email protected]>

* fix format

Signed-off-by: helenxie-bit <[email protected]>

* rerun tests

Signed-off-by: helenxie-bit <[email protected]>

* move metrics_collector_spec back & update helper functions & add return type for helper functions

Signed-off-by: helenxie-bit <[email protected]>

* rerun tests

Signed-off-by: helenxie-bit <[email protected]>

* fix some typos

Signed-off-by: helenxie-bit <[email protected]>

* simplify the definition of 'TrainerResources'

Signed-off-by: helenxie-bit <[email protected]>

---------

Signed-off-by: helenxie-bit <[email protected]>

Signed-off-by: helenxie-bit <[email protected]>

* chore: add condition branch in requeue logic.

Signed-off-by: Electronic-Waste <[email protected]>

* chore: add ReportObservationLog in katib_manager_util.go.

Signed-off-by: Electronic-Waste <[email protected]>

* chore: add ReportTrialUnavailableMetrics func.

Signed-off-by: Electronic-Waste <[email protected]>

* chore: insert unavailable value into Katib DB.

Signed-off-by: Electronic-Waste <[email protected]>

* fix: fix lint error.

Signed-off-by: Electronic-Waste <[email protected]>

* fix: add nil condition judgement.

Signed-off-by: Electronic-Waste <[email protected]>

* fix: add nil condition judgement in trial_controller_util.go

Signed-off-by: Electronic-Waste <[email protected]>

* chore(trial): delete nil check of MC kind in the Trial controller.

Signed-off-by: Electronic-Waste <[email protected]>

* chore(trial): init MC in newFakeTrialBatchJob to avoid nil condition in trial reconcile loop.

Signed-off-by: Electronic-Waste <[email protected]>

* fix(trial): fix lint error.

Signed-off-by: Electronic-Waste <[email protected]>

* fix(trial): fix lint error in controller.

Signed-off-by: Electronic-Waste <[email protected]>

* test(trial): add integration test for Push MC.

Signed-off-by: Electronic-Waste <[email protected]>

* chore(trial): retry reconcilation when reporting unavailable metrics failed.

Signed-off-by: Electronic-Waste <[email protected]>

* test(trial): fix EXPECT order.

Signed-off-by: Electronic-Waste <[email protected]>

* test(trial): fix typo error.

Signed-off-by: Electronic-Waste <[email protected]>

* chore(trial): add errReportMetricsFailed.

Signed-off-by: Electronic-Waste <[email protected]>

* Update pkg/controller.v1beta1/trial/trial_controller.go

Co-authored-by: Andrey Velichkevich <[email protected]>
Signed-off-by: Electronic-Waste <[email protected]>

* Update pkg/controller.v1beta1/trial/trial_controller_util.go

Co-authored-by: Yuki Iwai <[email protected]>
Signed-off-by: Electronic-Waste <[email protected]>

* Update pkg/controller.v1beta1/trial/trial_controller.go

Co-authored-by: Yuki Iwai <[email protected]>
Signed-off-by: Electronic-Waste <[email protected]>

* fix(trial): rename errors pkg.

Signed-off-by: Electronic-Waste <[email protected]>

* test(trial): update the order of UT.

Signed-off-by: Electronic-Waste <[email protected]>

* test(trial): use different names for UTs.

Signed-off-by: Electronic-Waste <[email protected]>

* test(trial): separate Push MC UTs with original UTs.

Signed-off-by: Electronic-Waste <[email protected]>

* test(trial): fix line error with gofmt.

Signed-off-by: Electronic-Waste <[email protected]>

* test(trial): reserve one UT for Push MC.

Signed-off-by: Electronic-Waste <[email protected]>

* test(trial): fix typo error.

Signed-off-by: Electronic-Waste <[email protected]>

* test(trial): make some tiny changes.

Signed-off-by: Electronic-Waste <[email protected]>

* fix(trial): move cancel func to t.Cleanup.

Signed-off-by: Electronic-Waste <[email protected]>

* fix(trial): use the propagated gomega instance to improve debuggability.

Signed-off-by: Electronic-Waste <[email protected]>

* fix(trial): use gofmt to reformat code.

Signed-off-by: Electronic-Waste <[email protected]>

---------

Signed-off-by: Electronic-Waste <[email protected]>
Co-authored-by: Andrey Velichkevich <[email protected]>
Co-authored-by: Yuki Iwai <[email protected]>

Signed-off-by: Andrey Velichkevich <[email protected]>

Signed-off-by: Andrey Velichkevich <[email protected]>

Signed-off-by: Gonçalo Montalvão Marques <[email protected]>

Bumps [github.com/golang-jwt/jwt/v4](https://github.com/golang-jwt/jwt) from 4.5.0 to 4.5.1.
- [Release notes](https://github.com/golang-jwt/jwt/releases)
- [Changelog](https://github.com/golang-jwt/jwt/blob/main/VERSION_HISTORY.md)
- [Commits](golang-jwt/jwt@v4.5.0...v4.5.1)

---
updated-dependencies:
- dependency-name: github.com/golang-jwt/jwt/v4
  dependency-type: indirect
...

Signed-off-by: dependabot[bot] <[email protected]>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>