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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 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 <[email protected]>
@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! 🔥

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

* add release notes

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

* formatting

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

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

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

Signed-off-by: zazulam <[email protected]>
Co-authored-by: droctothorpe <[email protected]>
Co-authored-by: andreafehrman <[email protected]>
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Co-authored-by: CarterFendley <[email protected]>
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* address pr comments

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

Signed-off-by: droctothorpe <[email protected]>
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* Improve logic and update tests

Signed-off-by: droctothorpe <[email protected]>
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* POC hashing command and args

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* Add comments to clarify the logic

Signed-off-by: droctothorpe <[email protected]>
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* Hash entire PipelineContainerSpec

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

---------

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* feat(component): internal

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PiperOrigin-RevId: 660985413
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* feat(components): internal

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PiperOrigin-RevId: 661332120
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* fix(components): Fix to model batch explanation component for Structured Data pipelines

Signed-off-by: Googler <[email protected]>
PiperOrigin-RevId: 661475667
Signed-off-by: KevinGrantLee <[email protected]>

* 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 <[email protected]>
PiperOrigin-RevId: 662242688
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* chore: Upgrade Argo to v3.4.17 (#10978)

Signed-off-by: Giulio Frasca <[email protected]>
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* test: Moved kubeflow-pipelines-manifests to GitHub Actions (#11066)

Signed-off-by: vmudadla <[email protected]>
Signed-off-by: KevinGrantLee <[email protected]>

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

Signed-off-by: Liav Weiss (EXT-Nokia) <[email protected]>
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Signed-off-by: KevinGrantLee <[email protected]>

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

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

Signed-off-by: droctothorpe <[email protected]>
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* Add namespace tag handling and validation

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* Remove whitespace from keyFormat

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* Update frontend unit tests

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

* Remove superfluous log statements

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

* Add link to keyFormat in manifests

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

* Fix workflow parsing for log artifact

Signed-off-by: droctothorpe <[email protected]>
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* Fix unit test

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---------

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* feat(component): internal

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* feat(component): internal

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* chore(components): GCPC 2.16.1 Release

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PiperOrigin-RevId: 663883139
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* test: Fail fast when image build fails on tests #11102 (#11115)

* Fail fast when image build fails on tests #11102

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* Fail fast when image build fails on tests #11102

Signed-off-by: Elay Aharoni (EXT-Nokia) <[email protected]>

---------

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

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

Signed-off-by: hbelmiro <[email protected]>
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* Fix view edit cluster roles (#11067)

* Fixing incorrect typing in loop_parallism example

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* Fixing samples/core/loop_parameter example

Signed-off-by: Oswaldo Gomez <[email protected]>

* Fixing aggregate-to-kubeflow-pipelines-edit

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* keeping MRs separate.

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* Adding blank line

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---------

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

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PiperOrigin-RevId: 665977093
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* feat(components): release LLM Model Evaluation image version v0.7

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

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

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

Signed-off-by: Giulio Frasca <[email protected]>
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* 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 <[email protected]>
Signed-off-by: KevinGrantLee <[email protected]>

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

Signed-off-by: Fiona Waters <[email protected]>
Signed-off-by: KevinGrantLee <[email protected]>

* 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
...

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

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

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

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

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PiperOrigin-RevId: 668536503
Signed-off-by: KevinGrantLee <[email protected]>

* test: Improvements to wait_for_pods function (#11162)

Signed-off-by: hbelmiro <[email protected]>
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* 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

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

Signed-off-by: Elay Aharoni (EXT-Nokia) <[email protected]>

---------

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* 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 <[email protected]>
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* chore: Added DCO link to PR template (#11176)

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

Signed-off-by: Chen Sun <[email protected]>
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* chore(backend): update driver and launcher default images (#11178)

Signed-off-by: Chen Sun <[email protected]>
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* chore: Add instructions for releasing driver and launcher images (#11179)

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

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* (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 <[email protected]>

* 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 <[email protected]>

---------

Signed-off-by: Humair Khan <[email protected]>
Signed-off-by: KevinGrantLee <[email protected]>

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

Signed-off-by: Chen Sun <[email protected]>
Signed-off-by: KevinGrantLee <[email protected]>

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

* add gcpc modules tests to gha

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

Signed-off-by: Amanpreet Singh Bedi <[email protected]>

* fix path under gcpc modules tests github action

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* upgrade ubuntu base image

Signed-off-by: Amanpreet Singh Bedi <[email protected]>

* upgrade python version to 3.9

Signed-off-by: Amanpreet Singh Bedi <[email protected]>

---------

Signed-off-by: Amanpreet Singh Bedi <[email protected]>
Signed-off-by: Amanpreet Singh Bedi <[email protected]>
Co-authored-by: Amanpreet Singh Bedi <[email protected]>
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* fix(sdk): Kfp support for pip trusted host (#11151)

Signed-off-by: Diego Lovison <[email protected]>
Signed-off-by: KevinGrantLee <[email protected]>

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

* Loosening kubernetes dependency constraint

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

* added setuptools in test script

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

---------

Signed-off-by: egeucak <[email protected]>
Signed-off-by: KevinGrantLee <[email protected]>

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

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

Signed-off-by: Jan Staněk <[email protected]>
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* chore(backend): update driver and launcher default images (#11182)

Signed-off-by: Chen Sun <[email protected]>
Signed-off-by: KevinGrantLee <[email protected]>

* chore(release): bumped version to 2.3.0

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

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

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

Signed-off-by: Chen Sun <[email protected]>
Signed-off-by: KevinGrantLee <[email protected]>

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

Signed-off-by: Chen Sun <[email protected]>
Signed-off-by: KevinGrantLee <[email protected]>

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

Signed-off-by: Chen Sun <[email protected]>
Signed-off-by: KevinGrantLee <[email protected]>

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

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

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

Signed-off-by: Chen Sun <[email protected]>
Signed-off-by: KevinGrantLee <[email protected]>

* Delete test pipelines as they are duplicate with
pipeline_with_resource_spec

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

---------

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[feature] Mounting emptyDir option on kfp v2 workflow-task using kfp-kubernetes
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