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[bug] outputUri prevents caching #5897

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boarder7395 opened this issue Jun 22, 2021 · 2 comments
Closed

[bug] outputUri prevents caching #5897

boarder7395 opened this issue Jun 22, 2021 · 2 comments

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@boarder7395
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What steps did you take

Ran a pipeline with an outputUri, and ran a pipeline with an outputValue.

What happened:

The pipeline using outputValue cached the component correctly, while the pipeline using outputUri did not cache the component.

What did you expect to happen:

I expected both pipelines to cache.

Environment:

KFP 1.4.1
Launched with minikube locally. Also so similar behavior with KFP on EKS.

  • How do you deploy Kubeflow Pipelines (KFP)?

  • KFP version:
    1.4.1

  • KFP SDK version:
    1.6.3

Anything else you would like to add:

I'm not sure if caching support has been added to outputUri's yet so it could be that functionality has not yet been added for outputUri's.

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/area backend


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@Bobgy
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Bobgy commented Jun 25, 2021

Hi @boarder7395, we are redesigning caching, see #5667.
The problem will be solved with the brand new caching mechanism that understands KFP semantics.

@Bobgy
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Bobgy commented Jun 25, 2021

The issue you reported is expected, and we'll not fix because of v1 caching design limitations.

@Bobgy Bobgy closed this as completed Jun 25, 2021
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