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feat(Backend + SDK): Update kfp backend and kubernetes sdk to support EmptyDir #10913

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gregsheremeta
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Description of your changes:
Update kfp backend and kubernetes sdk to support mounting EmptyDir volumes to task pods.

(Based on #10892 and needs rebase after that is merged first)

Inspired by #10427

Fixes: #10656

Checklist:

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Hi @gregsheremeta. Thanks for your PR.

I'm waiting for a kubeflow member to verify that this patch is reasonable to test. If it is, they should reply with /ok-to-test on its own line. Until that is done, I will not automatically test new commits in this PR, but the usual testing commands by org members will still work. Regular contributors should join the org to skip this step.

Once the patch is verified, the new status will be reflected by the ok-to-test label.

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Instructions for interacting with me using PR comments are available here. If you have questions or suggestions related to my behavior, please file an issue against the kubernetes-sigs/prow repository.

@hbelmiro
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/ok-to-test

@droctothorpe
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Thanks for tackling this! It's an important gap between v1 and v2.

@gregsheremeta
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@chensun can I ask for your review, or can you recommend someone to review? thanks.

@rimolive
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@gregsheremeta I can help with the backend review, but for SDK we have only @connor-mccarthy. I can review both and see how can we proceed with approvals.

@gregsheremeta
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thanks. For what it's worth, the SDK piece is fairly simple, and Chen gave a preliminary lgtm over in #10892. It follows the (already approved and merged) example set in #10410. The key thing to review there is that I included the important fields. When you are doing an emptydir mount in kube, there are four pieces of information required (ref: https://kubernetes.io/docs/reference/kubernetes-api/config-and-storage-resources/volume/#local-temporary-directory) : name, mount path, medium (optional), and size limit (optional)

@gregsheremeta
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actually, you may have been referring to the code in empty_dir.py :) In which case, kind of the same answer. It has the same pattern as (say) secrets but that I have these 4 fields instead.

@gregsheremeta
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The failing tests are expected. When #10892 is merged, I'll rebase this, and then the tests will work

@chensun @james-jwu @zijianjoy @connor-mccarthy can I ask for your review, or can you recommend someone to review? thanks.

@rimolive
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rimolive commented Jul 2, 2024

/rerun-all

@hbelmiro
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hbelmiro commented Jul 4, 2024

/lgtm

@thesuperzapper
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thesuperzapper commented Jul 11, 2024

@chensun @connor-mccarthy I am not sure why these tests are failing, but I would appreciate your review of this feature, as not being able to mount emptyDir to tasks is preventing a number of people updating to KFP v2.

If you are wondering why this is important, it's because PyTorch expects there to be a tempfs mounted at /dev/shm, and the only way to ensure this in a Kubernetes Pod is to mount an emptyDir with medium="Memory" to it.

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hbelmiro commented Jul 11, 2024

@gregsheremeta FYI all the GitHub Actions tests are mandatory. Some of the Prow ones may be optional. You can check which of them are optional here.
And some of them should have been already removed. There are several PRs to remove the ones that we migrated to GHA. They are waiting for review.

@gregsheremeta gregsheremeta force-pushed the add-empty-dir-mount-backend branch from a8374c2 to 1063e9c Compare July 25, 2024 21:32
@gregsheremeta gregsheremeta force-pushed the add-empty-dir-mount-backend branch 2 times, most recently from 97aac83 to caf3539 Compare August 15, 2024 20:13
… EmptyDir

Update kfp backend and kubernetes sdk to support mounting EmptyDir
volumes to task pods.

Inspired by kubeflow#10427

Fixes: kubeflow#10656

Signed-off-by: Greg Sheremeta <gshereme@redhat.com>
@gregsheremeta gregsheremeta force-pushed the add-empty-dir-mount-backend branch from caf3539 to fb9d32a Compare August 15, 2024 20:47
@DharmitD
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Added some nitpick error handling and logging suggestions for the driver code. The Kubernetes Platform / SDK code and the corresponding tests LGTM.

@rimolive
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/lgtm

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/lgtm

@HumairAK
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/lgtm
/approve

Thanks!

@gregsheremeta
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@chensun this is ready for your final review / merge. Can you take a look?

@gregsheremeta
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@chensun bumping :)

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[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: chensun, HumairAK

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@google-oss-prow google-oss-prow bot merged commit 7506a8e into kubeflow:master Aug 23, 2024
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@droctothorpe
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Congrats on the merge, @gregsheremeta. Thank you for tackling this meaningful contribution! 🔥

@gregsheremeta
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this should now be available in KFP 2.3.0 / SDK 2.9.0

KevinGrantLee pushed a commit that referenced this pull request Sep 17, 2024
… EmptyDir (#10913)

Update kfp backend and kubernetes sdk to support mounting EmptyDir
volumes to task pods.

Inspired by #10427

Fixes: #10656

Signed-off-by: Greg Sheremeta <gshereme@redhat.com>
Signed-off-by: KevinGrantLee <kglee@google.com>
R3hankhan123 pushed a commit to R3hankhan123/pipelines that referenced this pull request Sep 20, 2024
… EmptyDir (kubeflow#10913)

Update kfp backend and kubernetes sdk to support mounting EmptyDir
volumes to task pods.

Inspired by kubeflow#10427

Fixes: kubeflow#10656

Signed-off-by: Greg Sheremeta <gshereme@redhat.com>
google-oss-prow bot pushed a commit that referenced this pull request Sep 20, 2024
…etters (#11097)

* temp title: change title

Signed-off-by: KevinGrantLee <kglee@google.com>

* add release notes

Signed-off-by: KevinGrantLee <kglee@google.com>

* formatting

Signed-off-by: KevinGrantLee <kglee@google.com>

* feat(backend): move comp logic to workflow params (#10979)

* feat(backend): move comp logic to workflow params

Signed-off-by: zazulam <m.zazula@gmail.com>
Co-authored-by: droctothorpe <mythicalsunlight@gmail.com>
Co-authored-by: andreafehrman <andrea.k.fehrman@vanderbilt.edu>
Co-authored-by: MonicaZhang1 <zhangmonica1@gmail.com>
Co-authored-by: kylekaminky <kyle.kaminky@gmail.com>
Co-authored-by: CarterFendley <carter.fendley@gmail.com>
Signed-off-by: zazulam <m.zazula@gmail.com>

* address pr comments

Signed-off-by: zazulam <m.zazula@gmail.com>

* Use function name instead of base name and address edge cases

Signed-off-by: droctothorpe <mythicalsunlight@gmail.com>
Co-authored-by: zazulam <m.zazula@gmail.com>

* Improve logic and update tests

Signed-off-by: droctothorpe <mythicalsunlight@gmail.com>
Co-authored-by: zazulam <m.zazula@gmail.com>

* POC hashing command and args

Signed-off-by: droctothorpe <mythicalsunlight@gmail.com>
Co-authored-by: zazulam <m.zazula@gmail.com>

* Add comments to clarify the logic

Signed-off-by: droctothorpe <mythicalsunlight@gmail.com>
Co-authored-by: zazulam <m.zazula@gmail.com>

* Hash entire PipelineContainerSpec

Signed-off-by: droctothorpe <mythicalsunlight@gmail.com>
Co-authored-by: zazulam <m.zazula@gmail.com>

---------

Signed-off-by: zazulam <m.zazula@gmail.com>
Signed-off-by: droctothorpe <mythicalsunlight@gmail.com>
Co-authored-by: droctothorpe <mythicalsunlight@gmail.com>
Co-authored-by: andreafehrman <andrea.k.fehrman@vanderbilt.edu>
Co-authored-by: MonicaZhang1 <zhangmonica1@gmail.com>
Co-authored-by: kylekaminky <kyle.kaminky@gmail.com>
Co-authored-by: CarterFendley <carter.fendley@gmail.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* feat(component): internal

Signed-off-by: Googler <nobody@google.com>
PiperOrigin-RevId: 660985413
Signed-off-by: KevinGrantLee <kglee@google.com>

* feat(components): internal

Signed-off-by: Googler <nobody@google.com>
PiperOrigin-RevId: 661332120
Signed-off-by: KevinGrantLee <kglee@google.com>

* fix(components): Fix to model batch explanation component for Structured Data pipelines

Signed-off-by: Googler <nobody@google.com>
PiperOrigin-RevId: 661475667
Signed-off-by: KevinGrantLee <kglee@google.com>

* feat(components): Support dynamic values for boot_disk_type, boot_disk_size in preview.custom_job.utils.create_custom_training_job_from_component

Signed-off-by: Googler <nobody@google.com>
PiperOrigin-RevId: 662242688
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore: Upgrade Argo to v3.4.17 (#10978)

Signed-off-by: Giulio Frasca <gfrasca@redhat.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* test: Moved kubeflow-pipelines-manifests to GitHub Actions (#11066)

Signed-off-by: vmudadla <vmudadla@redhat.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* fix: re-enable exit hanler test. (#11100)

Signed-off-by: Liav Weiss (EXT-Nokia) <liav.weiss.ext@nokia.com>
Co-authored-by: Liav Weiss (EXT-Nokia) <liav.weiss.ext@nokia.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* fix(frontend): retrieve archived logs from correct location (#11010)

* fix(frontend): retrieve archived logs from correct location

Signed-off-by: droctothorpe <mythicalsunlight@gmail.com>
Co-authored-by: andreafehrman <andrea.k.fehrman@vanderbilt.edu>
Co-authored-by: owmasch <owenmaschal0598@gmail.com>

* Add namespace tag handling and validation

Signed-off-by: droctothorpe <mythicalsunlight@gmail.com>
Co-authored-by: andreafehrman <andrea.k.fehrman@vanderbilt.edu>
Co-authored-by: owmasch <owenmaschal0598@gmail.com>

* Remove whitespace from keyFormat

Signed-off-by: droctothorpe <mythicalsunlight@gmail.com>
Co-authored-by: andreafehrman <andrea.k.fehrman@vanderbilt.edu>
Co-authored-by: owmasch <owenmaschal0598@gmail.com>

* Update frontend unit tests

Signed-off-by: droctothorpe <mythicalsunlight@gmail.com>

* Remove superfluous log statements

Signed-off-by: droctothorpe <mythicalsunlight@gmail.com>
Co-authored-by: quinnovator <jack@jq.codes>

* Add link to keyFormat in manifests

Signed-off-by: droctothorpe <mythicalsunlight@gmail.com>

* Fix workflow parsing for log artifact

Signed-off-by: droctothorpe <mythicalsunlight@gmail.com>
Co-authored-by: quinnovator <jack@jq.codes>

* Fix unit test

Signed-off-by: droctothorpe <mythicalsunlight@gmail.com>

---------

Signed-off-by: droctothorpe <mythicalsunlight@gmail.com>
Co-authored-by: andreafehrman <andrea.k.fehrman@vanderbilt.edu>
Co-authored-by: owmasch <owenmaschal0598@gmail.com>
Co-authored-by: quinnovator <jack@jq.codes>
Signed-off-by: KevinGrantLee <kglee@google.com>

* feat(component): internal

Signed-off-by: Googler <nobody@google.com>
PiperOrigin-RevId: 663774557
Signed-off-by: KevinGrantLee <kglee@google.com>

* feat(component): internal

Signed-off-by: Googler <nobody@google.com>
PiperOrigin-RevId: 663872006
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore(components): GCPC 2.16.1 Release

Signed-off-by: Googler <nobody@google.com>
PiperOrigin-RevId: 663883139
Signed-off-by: KevinGrantLee <kglee@google.com>

* test: Fail fast when image build fails on tests #11102 (#11115)

* Fail fast when image build fails on tests #11102

Signed-off-by: Elay Aharoni (EXT-Nokia) <elay.aharoni.ext@nokia.com>

* Fail fast when image build fails on tests #11102

Signed-off-by: Elay Aharoni (EXT-Nokia) <elay.aharoni.ext@nokia.com>

---------

Signed-off-by: Elay Aharoni (EXT-Nokia) <elay.aharoni.ext@nokia.com>
Co-authored-by: Elay Aharoni (EXT-Nokia) <elay.aharoni.ext@nokia.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* fix(components): Use instance.target_field_name format for text-bison models only, use target_field_name for gemini models

Signed-off-by: Googler <nobody@google.com>
PiperOrigin-RevId: 665638487
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore: Renamed GitHub workflows from *.yaml to *.yml for consistency (#11126)

Signed-off-by: hbelmiro <helber.belmiro@gmail.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* Fix view edit cluster roles (#11067)

* Fixing incorrect typing in loop_parallism example

Signed-off-by: Oswaldo Gomez <oswaldo.gomez@roche.com>

* Fixing samples/core/loop_parameter example

Signed-off-by: Oswaldo Gomez <oswaldo.gomez@roche.com>

* Fixing aggregate-to-kubeflow-pipelines-edit

Signed-off-by: Oswaldo Gomez <oswaldo.gomez@roche.com>

* keeping MRs separate.

Signed-off-by: Oswaldo Gomez <oswaldo.gomez@roche.com>

* Adding blank line

Signed-off-by: Oswaldo Gomez <oswaldo.gomez@roche.com>

---------

Signed-off-by: Oswaldo Gomez <oswaldo.gomez@roche.com>
Co-authored-by: Oswaldo Gomez <oswaldo.gomez@roche.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* fix(components): Pass moddel name to eval_runner to process batch prediction's output as per the output schema of model used

Signed-off-by: Googler <nobody@google.com>
PiperOrigin-RevId: 665977093
Signed-off-by: KevinGrantLee <kglee@google.com>

* feat(components): release LLM Model Evaluation image version v0.7

Signed-off-by: Jason Dai <jsndai@google.com>
PiperOrigin-RevId: 666102687
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore: Adding @DharmitD to SDK reviewers (#11131)

Signed-off-by: ddalvi <ddalvi@redhat.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* test: Kubeflow Pipelines V2 integration Tests (#11125)

Signed-off-by: Diego Lovison <diegolovison@gmail.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore: Add make targets for building driver and launcher images (#11103)

Signed-off-by: Giulio Frasca <gfrasca@redhat.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* feat(Backend + SDK): Update kfp backend and kubernetes sdk to support EmptyDir (#10913)

Update kfp backend and kubernetes sdk to support mounting EmptyDir
volumes to task pods.

Inspired by #10427

Fixes: #10656

Signed-off-by: Greg Sheremeta <gshereme@redhat.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* docs:fixing broken links in readme (#11108)

Signed-off-by: Fiona Waters <fiwaters6@gmail.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore(deps): bump micromatch from 4.0.5 to 4.0.8 in /test/frontend-integration-test (#11132)

Bumps [micromatch](https://github.com/micromatch/micromatch) from 4.0.5 to 4.0.8.
- [Release notes](https://github.com/micromatch/micromatch/releases)
- [Changelog](https://github.com/micromatch/micromatch/blob/4.0.8/CHANGELOG.md)
- [Commits](micromatch/micromatch@4.0.5...4.0.8)

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

Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* Fix: Basic sample tests - sequential is flaky (#11138)

Signed-off-by: Diego Lovison <diegolovison@gmail.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore: Wrapped "Failed GetContextByTypeAndName" error for better troubleshooting (#11098)

Signed-off-by: hbelmiro <helber.belmiro@gmail.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore(components): Update AutoSxS and RLHF image tags

Signed-off-by: Michael Hu <humichael@google.com>
PiperOrigin-RevId: 668536503
Signed-off-by: KevinGrantLee <kglee@google.com>

* test: Improvements to wait_for_pods function (#11162)

Signed-off-by: hbelmiro <helber.belmiro@gmail.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* fix(frontend): fixes filter pipeline text box shows error when typing anything in it. Fixes #10241 (#11096)

* Filter pipeline text box shows error when typing anything in it #10241

Signed-off-by: Elay Aharoni (EXT-Nokia) <elay.aharoni.ext@nokia.com>

* Filter pipeline text box shows error when typing anything in it #10241

Signed-off-by: Elay Aharoni (EXT-Nokia) <elay.aharoni.ext@nokia.com>

---------

Signed-off-by: Elay Aharoni (EXT-Nokia) <elay.aharoni.ext@nokia.com>
Co-authored-by: Elay Aharoni (EXT-Nokia) <elay.aharoni.ext@nokia.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* correct artifact preview behavior in UI (#11059)

This change allows KFP UI to fallback to UI host namespace when no
namespaces are provided when referencing the artifact object store
provider secret, in default kubeflow deployments this namespace is
simply "kubeflow", however the user can customize this behavior by
providing the environment variable "SERVER_NAMESPACE" to the KFP UI
deployment.

Further more, this change addresses a bug that caused URL
parse to fail when parsing endpoints without a protocol, this will
support such endpoint types as <ip>:<port> for object store endpoints,
as is the case in the default kfp deployment manifests.

Signed-off-by: Humair Khan <HumairAK@users.noreply.github.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore: Added DCO link to PR template (#11176)

Signed-off-by: Helber Belmiro <helber.belmiro@gmail.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore(backend): Update driver and launcher licenses (#11177)

Signed-off-by: Chen Sun <chensun@users.noreply.github.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore(backend): update driver and launcher default images (#11178)

Signed-off-by: Chen Sun <chensun@users.noreply.github.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore: Add instructions for releasing driver and launcher images (#11179)

Signed-off-by: Chen Sun <chensun@users.noreply.github.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* test: Fixed `kfp-runtime-tests` to run on master branch (#11158)

Signed-off-by: hbelmiro <helber.belmiro@gmail.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* (fix): reduce executor logs (#11169)

* remove driver logs from executor

These logs congest the executor runtime logs making it difficult for the
user to differentiate between logs. The driver logs are unnecessary here
and can be removed to reduce this clutter.

Signed-off-by: Humair Khan <HumairAK@users.noreply.github.com>

* remove duplicate emissary call in executor

As per the initial inline dev comment, argo podspecpatch did not add the
emissary call, and had to be manualy added. This was fixed a couple of
argo versions back. However, as a result executor pod makes double calls
to the executor, which as a consequence also results in superflous logs.

This change removes the additional call to emissary to resolve this.

Signed-off-by: Humair Khan <HumairAK@users.noreply.github.com>

---------

Signed-off-by: Humair Khan <HumairAK@users.noreply.github.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore: add PaulinaPacyna and ouadakarim as reviewers (#11180)

Signed-off-by: Chen Sun <chensun@users.noreply.github.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* test: Move run-all-gcpc-modules to GitHub Actions  (#11157)

* add gcpc modules tests to gha

Signed-off-by: Amanpreet Singh Bedi <amanpreet.bedi@zscaler.com>

* remove run-all-gcpc-modules test driver script

Signed-off-by: Amanpreet Singh Bedi <amanpreet.bedi@zscaler.com>

* fix path under gcpc modules tests github action

Signed-off-by: Amanpreet Singh Bedi <amanpreet.bedi@zscaler.com>

* upgrade ubuntu base image

Signed-off-by: Amanpreet Singh Bedi <amanpreet.bedi@zscaler.com>

* upgrade python version to 3.9

Signed-off-by: Amanpreet Singh Bedi <amanpreetsinghbedi23@gmail.com>

---------

Signed-off-by: Amanpreet Singh Bedi <amanpreet.bedi@zscaler.com>
Signed-off-by: Amanpreet Singh Bedi <amanpreetsinghbedi23@gmail.com>
Co-authored-by: Amanpreet Singh Bedi <amanpreet.bedi@zscaler.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* fix(sdk): Kfp support for pip trusted host (#11151)

Signed-off-by: Diego Lovison <diegolovison@gmail.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore(sdk): Loosening kubernetes dependency constraint (#11079)

* Loosening kubernetes dependency constraint

Signed-off-by: egeucak <egeucak75@hotmail.com>

* added setuptools in test script

Signed-off-by: egeucak <egeucak75@hotmail.com>

---------

Signed-off-by: egeucak <egeucak75@hotmail.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore: Remove unwanted Frontend test files (#10973)

Signed-off-by: ddalvi <ddalvi@redhat.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* fix(ui): fixes empty string value in pipeline parameters (#11175)

Signed-off-by: Jan Staněk <jan@jstanek.cz>
Co-authored-by: Jan Staněk <jan.stanek2@firma.seznam.cz>
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore(backend): update driver and launcher default images (#11182)

Signed-off-by: Chen Sun <chensun@users.noreply.github.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore(release): bumped version to 2.3.0

Signed-off-by: KevinGrantLee <kglee@google.com>

* chore: Update RELEASE.md to remove obsolete instructions (#11183)

Signed-off-by: Chen Sun <chensun@users.noreply.github.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore: Release kfp-pipeline-spec 0.4.0 (#11189)

Signed-off-by: Chen Sun <chensun@users.noreply.github.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore: release kfp-kubernetes 1.3.0 (#11190)

Signed-off-by: Chen Sun <chensun@users.noreply.github.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore: update kfp-kubernetes release scripts and instructions (#11191)

Signed-off-by: Chen Sun <chensun@users.noreply.github.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* feat(sdk)!: Pin kfp-pipeline-spec==0.4.0, kfp-server-api>=2.1.0,<2.4.0 (#11192)

Signed-off-by: Chen Sun <chensun@users.noreply.github.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* chore(sdk): release KFP SDK 2.9.0 (#11193)

Signed-off-by: Chen Sun <chensun@users.noreply.github.com>
Signed-off-by: KevinGrantLee <kglee@google.com>

* Delete test pipelines as they are duplicate with
pipeline_with_resource_spec

Signed-off-by: KevinGrantLee <kglee@google.com>

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Signed-off-by: KevinGrantLee <kglee@google.com>
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[feature] Mounting emptyDir option on kfp v2 workflow-task using kfp-kubernetes
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