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[backend] <Cannot get MLMD objects from Metadata store. Cannot find context>(version 1.8.0 and 1.10.0) #11086

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ZDowney926 opened this issue Aug 9, 2024 · 10 comments

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@ZDowney926
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ZDowney926 commented Aug 9, 2024

Environment

Steps to reproduce

Here is a pipeline issue, I try in KubeFlow both v1.8.0 and v1.10.0 ,it both have same issue. I have read relevant issue, and try lots of method, it doesn't work. It seems like MLMD problem?( I don't know is it about database?)
I followed the example to build a simple pipeline, here is the code.
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The pipeline.yaml show:
image
image
image

Then, I put the yaml file to pipleline
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I create run of pipeline, then I get the result of this "Cannot get MLMD objects from Metadata store.", if click Details, it shows
image
image


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@rimolive
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https://github.com/kubeflow/manifests/tree/v1.10-branch is still under development. I recommend use https://github.com/kubeflow/manifests/tree/v1.9-branch or the v1.9.0 tag.

@ESKYoung
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I'm encountering the same issue, but from installing only Kubeflow Pipelines as detailed here. Will investigate the full installation.

@nparkstar
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I have the same problem.

@nparkstar
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I solved my issue at last.
I did fresh install on the new machine, and the problem has not appear anymore.

But I think the following instruction is wrong.
"Install individual components" of https://github.com/kubeflow/manifests/tree/v1.9.0.

I cannot connect to the central dashboard after installing kubeflow according to the above instruction.

I succeeded after installing using bellow command.

while ! kustomize build example | kubectl apply -f -; do echo "Retrying to apply resources"; sleep 10; done

Thanks,

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github-actions bot commented Nov 5, 2024

This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. Thank you for your contributions.

@github-actions github-actions bot added the lifecycle/stale The issue / pull request is stale, any activities remove this label. label Nov 5, 2024
@stale stale bot removed the lifecycle/stale The issue / pull request is stale, any activities remove this label. label Nov 20, 2024
@shivanibhargove
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Hi,
I am also facing the same issue with kfp upgrade. Could anyone help?
Details:
kfp-pipeline: 2.3.0
kfp-server-api: 2.0.3 )
kubeflow: I have tried with 1.8, 1.9
Error: Cannot find context with {"typeName":"system.PipelineRun","contextName":"9d29166b-68e1-433f-b506-62a70f0e1a13"}: Cannot find specified context

It is a blocker for us to upgrade to kfp v2.

@juliusvonkohout
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juliusvonkohout commented Dec 12, 2024

@rimolive i can confirm the issue.

@922tech
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922tech commented Dec 13, 2024

I think if you guys send pods' status in kubeflow and related namespaces (auth, admission-controllee, etc.) and also k8s system pods would help a lot. Because these pods are almost like a chain and each pod depends on another one to work and you must find the broken link.

@shivanibhargove
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Any update on the issue fix?
Not able to run pipelines because of this issue.

@juliusvonkohout
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I got a pipeline to finish, but there are still errors with ml-metadata image
Also no clear errors in the ml-metadata deployments. I think i have to examine the database directly Maybe I know more in a few weeks @rimolive

CC @kubeflow/release-team

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