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feat(sdk): enable dependency-free runtime install of kfp #9886

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merged 14 commits into from
Aug 24, 2023
Merged

feat(sdk): enable dependency-free runtime install of kfp #9886

merged 14 commits into from
Aug 24, 2023

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connor-mccarthy
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@connor-mccarthy connor-mccarthy commented Aug 16, 2023 •
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Description of your changes:
Compiles Python components and structures the KFP SDK such that the KFP SDK will require no additional runtime dependencies (excluding the standard library backport of typing via typing-extensions for components running Python 3.7 and Python 3.8).

This:

  • improves task startup latency
  • reduces errors associated with dependency conflicts between the KFP SDK and user code
  • reduces vulnerability to runtime bugs introduced by transitive dependencies

Checklist:

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Skipping CI for Draft Pull Request.
If you want CI signal for your change, please convert it to an actual PR.
You can still manually trigger a test run with /test all

@google-oss-prow google-oss-prow bot requested review from gkcalat and jlyaoyuli August 16, 2023 18:50
@connor-mccarthy connor-mccarthy force-pushed the dep-free-kfp-runtime branch 3 times, most recently from 89a1c33 to 4e705b7 Compare August 16, 2023 20:05
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/test all

@connor-mccarthy connor-mccarthy force-pushed the dep-free-kfp-runtime branch 2 times, most recently from f89e170 to 63cf8c7 Compare August 16, 2023 23:21
@connor-mccarthy connor-mccarthy marked this pull request as ready for review August 16, 2023 23:41
chensun
chensun reviewed Aug 22, 2023
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/lgtm

sdk/python/kfp/dsl/__init__.py Outdated Show resolved Hide resolved
sdk/runtime_tests/__init__.py Outdated Show resolved Hide resolved
@google-oss-prow google-oss-prow bot added lgtm and removed lgtm labels Aug 22, 2023
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/hold

@connor-mccarthy
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/hold

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/unhold

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/test all

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@connor-mccarthy: The following test failed, say /retest to rerun all failed tests or /retest-required to rerun all mandatory failed tests:

Test name Commit Details Required Rerun command
kubeflow-pipelines-sdk-execution-tests d0027c8 link false /test kubeflow-pipelines-sdk-execution-tests

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/test-infra repository. I understand the commands that are listed here.

chensun
chensun approved these changes Aug 24, 2023
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/lgtm
/approve

Thanks!

@google-oss-prow google-oss-prow bot added the lgtm label Aug 24, 2023
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[APPROVALNOTIFIER] This PR is APPROVED

This pull-request has been approved by: chensun

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@google-oss-prow google-oss-prow bot merged commit cf0e0cf into kubeflow:master Aug 24, 2023
stijntratsaertit pushed a commit to stijntratsaertit/kfp that referenced this pull request Feb 16, 2024
@connor-mccarthy @stijntratsaertit
feat(sdk): enable dependency-free runtime install of kfp (kubeflow#9886)
0c448b4 
* handle problematic imports

* separate runtime and compile-time symbols

* wrap kfp/__init__.py imports unavailable at runtime

* update component factory + tests

* add runtime tests

* add --no-deps flag to component factory

* update release notes

* clean up

* handle containerized python components

* update golden snapshots

* update component_factory unit tests

* respond to review feedback

* fix runtime test and compilation logic

* update tests
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@chensun chensun chensun approved these changes

@gkcalat gkcalat Awaiting requested review from gkcalat

@jlyaoyuli jlyaoyuli Awaiting requested review from jlyaoyuli

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@chensun chensun

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