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https://api.github.com/repos/kubeflow/pipelines/issues/9703
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1,789,998,599
I_kwDOB-71UM5qsTYH
9,703
[feature] Continued support for resourceOp / custom resource definitions
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[ "Feel free to contribute to `kfp[kubernetes]` to extend the capability of VolumeOps." ]
2023-07-05T17:35:30
2023-07-13T22:43:53
null
NONE
null
### Feature Area /area backend /area sdk ### What feature would you like to see? To continue discussion from https://github.com/kubeflow/pipelines/issues/8570, the resourceOp was deprecated in v2, and although `kfp[kubernetes]` [supports](https://www.kubeflow.org/docs/components/pipelines/v2/platform-specific...
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1,789,738,717
I_kwDOB-71UM5qrT7d
9,702
[backend] Panic while connection to default cache endpoint ml-pipeline.kubeflow:8887
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[ "/assign @Linchin ", "Hi @andre-lx, thank you for bringing up this issue. I tried the same pipeline on a newly deployed 2.0.0 cluster, and the run finished without issue. looking at the log you provided, we have \r\n\r\n> github.com/kubeflow/pipelines/backend/src/v2/metadata.(*Client).PublishExecution(0xc000b2992...
2023-07-05T14:53:10
2023-08-08T17:08:21
null
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Manifests * KFP version: 2.0.0 * KFP SDK version: ``` kfp 2.0.1 kfp-pipeline-spec 0.2.2 kfp-server-api 2.0.0 ``` ### Steps to reproduce Hello, we are trying the migration from pipelines 1.8.5 to 2.0.0 but ...
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1,787,377,309
I_kwDOB-71UM5qiTad
9,701
[frontend] Listing all runs take a lot of time
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[ "/cc @jlyaoyuli \r\n/assign @zijianjoy ", "@axel7083 This is a good point for improving the latency of rendering run list. There are multiple approaches to solve this problem:\r\n\r\n1. Like you suggested, we might be able to extend `/pipeline/apis/v2beta1/runs` List call to include experiment name and run detail...
2023-07-04T07:55:55
2023-07-14T00:02:46
null
CONTRIBUTOR
null
### Description When we navigate to the runs page, listing all the runs. The page take a lot of times to loads. The frontend make a request to `/pipeline/apis/v2beta1/runs` then returns a list of run, containing each of them a `run-id` and a `pipeline_version_id`, for each run, the frontend will query the run det...
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1,786,617,694
I_kwDOB-71UM5qfZ9e
9,700
Unable to run sidecar with kubeflow
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[ "Hi @robbiedow, the documentation you linked is not the official documentation. Please use [this](https://kubeflow-pipelines.readthedocs.io/en/sdk-2.0.1/) for documentation. At this point, KFP v2 does not support sidecar. We will use #9768 to track the feature request." ]
2023-07-03T18:12:50
2023-07-27T22:59:37
null
NONE
null
Hi, I am trying to run a sidecar in a kubeflow component, and I can't figure out how to do it. I found some [documentation](https://kf-pipelines.readthedocs.io/en/latest/source/kfp.dsl.html#kfp.dsl.Sidecar) that indicates there is a class called kfp.dsl.Sidecar, but this example indicates this is not the case. **...
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1,783,176,622
I_kwDOB-71UM5qSR2u
9,698
feature(frontend): Support driver logs in KFP v2
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2023-06-30T21:18:13
2023-07-25T17:18:34
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1,783,125,800
I_kwDOB-71UM5qSFco
9,696
feature(frontend): Support sorting in artifact list
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2023-06-30T20:26:37
2023-07-25T17:17:48
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9,695
feature(frontend): Support sorting in execution list
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[ "Hi @chensun @jlyaoyuli can I look into this issue?" ]
2023-06-30T20:26:04
2023-07-26T01:56:41
null
COLLABORATOR
null
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9,689
[feature] remove hard-coded configs in KFP V2 launcher
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[ "@chensun @zijianjoy I think this is very important before cutting the 2.0.0 for the backend.", "/assign @zijianjoy " ]
2023-06-29T00:18:35
2023-07-13T22:46:18
null
MEMBER
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> /area backend <!-- /area sdk --> <!-- /area samples --> <!-- /area components --> ## Related Issues - https://github.com/kubeflow/pipelines/issues/6517 # The Problem Currently, we are har...
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1,776,030,346
I_kwDOB-71UM5p3BKK
9,687
[frontend] Able to trigger run retry from another user
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null
[ "Hello @tleewongjaro-agoda , the ability to control whether a user has permission to take KFP actions, is same as configuring role and rolebinding in kubernetes, the reference to each action is mapped to RBAC configuration: https://github.com/kubeflow/pipelines/blob/master/backend/src/apiserver/common/const.go#L18-...
2023-06-27T03:35:53
2023-07-31T23:58:55
null
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Multi-user <!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/installation/overview/. --> * KFP version: v1.6.0 <!-- Specify the version of Kubeflow Pipelines that you are using. The v...
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1,774,862,639
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9,683
[feature] simplify collecting scalar metrics
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[ "I made a quick POC to show how we could simply the process of getting those metrics. See [kfp-metrics-collector](https://github.com/axel7083/kfp-metrics-collector)" ]
2023-06-26T14:00:13
2023-06-27T13:09:09
null
CONTRIBUTOR
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> /area backend /area sdk <!-- /area samples --> <!-- /area components --> ## Description In the current implentation, it is very hard to collect scalar metrics for a given run. It requires inter...
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1,772,795,936
I_kwDOB-71UM5pqrgg
9,682
[feature] Add ability to specify node affinity & toleration using KFP V2
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[ "Additionally would be great to have the ability to set requests/limits for custom resources. `cpu`, `memory` and `nvidia.com/gpu` are obviously staples and cover most of the necessary resource requests/limits, but being able to use and experiment with other custom resources (e.g. to make GPU sharing between contai...
2023-06-24T15:48:09
2023-08-28T20:54:34
null
NONE
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> <!-- /area backend --> /area sdk <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? A core production use case of KFP involves being able to run CPU and GP...
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1,772,123,914
I_kwDOB-71UM5poHcK
9,681
[sdk] Error while trying to output Metric inside Condition
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[ "Hello @marlonmBoti, we suggest to use KFP SDK 2.0 and see if the error is still existing.", "> Hello @marlonmBoti, we suggest to use KFP SDK 2.0 and see if the error is still existing.\r\n\r\nThanks, @jlyaoyuli " ]
2023-06-23T20:44:05
2023-07-14T14:35:07
null
NONE
null
### Environment * KFP version: <!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/installation/overview/. --> * KFP SDK version: <!-- Specify the version of Kubeflow Pipelines that you are using. The version number appears in the left side navigation...
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1,770,990,195
I_kwDOB-71UM5pjypz
9,679
Where is `UserContainer` for v2? Is it deprecated completely?
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2023-06-23T07:48:48
2023-06-23T07:48:48
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I was previously using `UserContainer` to create my init containers as follows: ``` @property def INIT_CONTAINER(self) -> dsl.UserContainer: return dsl.UserContainer( name="git-sync", image="k8s.gcr.io/git-sync:v3.1.1", mirror_volume_mounts=True, ) ...
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9,678
cannot save parameter /tmp/outputs/condition
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[ "same issue on my kfp deployment, any solution?", "I haven't found any yet! I've moved away from Kubeflow Pipelines because there doesn't seem to be much support for it, and a lot of what I needed is being deprecated in v1 to v2.", "I'm having the same issue +1", "/assign @chensun \r\nWill it be related to ht...
2023-06-23T00:07:53
2023-08-31T22:45:21
null
NONE
null
I've created a KubeFlow pipelines deployment on GKE with the manifests directly from the repository (the ones in the tutorial combined with code examples here led to validation errors). You can see the exact steps I'm taking to deploy the cluster, install KubeFlow, generate the compile / compile / install here: https:/...
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1,768,564,665
I_kwDOB-71UM5paie5
9,675
[feature] Migration from @material-ui to @mui
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[ "/cc @zijianjoy ", "I think we already have this functionality for grouping list:\r\n\r\n![4G5aCkHM7Yw9y94](https://github.com/kubeflow/pipelines/assets/37026441/7238f6a7-bf6a-4cc0-8be0-ff012af5e01f)\r\n" ]
2023-06-21T21:57:37
2023-06-22T23:09:23
null
NONE
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> /area frontend <!-- /area backend --> <!-- /area sdk --> <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? <!-- Provide a description of this feature and the user experience. -...
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1,767,390,068
I_kwDOB-71UM5pWDt0
9,673
[feature] filter.proto support for json or nested comparaison
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[ "@axel7083: The label(s) `area/-->, area/-->` cannot be applied, because the repository doesn't have them.\n\n<details>\n\nIn response to [this](https://github.com/kubeflow/pipelines/issues/9673):\n\n>### Feature Area\r\n>\r\n>\r\n>\r\n>/area backend -->\r\n>/area sdk -->\r\n>\r\n>\r\n>\r\n>\r\n>### What feature wo...
2023-06-21T11:35:30
2023-06-21T11:35:47
null
CONTRIBUTOR
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> /area backend /area sdk <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? For example when listing runs, I would like to be able to filter based on the ...
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1,766,865,800
I_kwDOB-71UM5pUDuI
9,672
[feature] Option to provide pipeline parameters as a JSON file or some other key-value mapping.
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[ "Hi @seanswyi, we do support dictionary-typed input parameters in v2: https://www.kubeflow.org/docs/components/pipelines/v2/data-types/parameters/#input-parameters\r\n", "@chensun Thanks, just noticed. I'll try to use that and re-open the issue if needed." ]
2023-06-21T06:42:12
2023-06-23T07:39:22
2023-06-23T07:39:22
NONE
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> <!-- /area backend --> /area sdk <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? <!-- Provide a description of this feature and the user experience. -...
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1,766,428,853
I_kwDOB-71UM5pSZC1
9,671
ModelBatchPredictJob: documentation indicates bigquery_output_table as valid input when it is not
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2023-06-21T00:53:44
2023-07-20T22:54:39
null
NONE
null
ModeBatchPredictJob documentation states bigquery_output_table as a valid output, stating that "Artifact tracking the batch prediction job output. This is only available if bigquery_output_table is specified." However, bigquery_output_table is not an input of the function.
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9,670
[bug] Out of date documentation linked in google-cloud-components on README file
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[ "This has been fixed. Thanks!" ]
2023-06-21T00:23:44
2023-07-20T22:54:07
2023-07-20T22:54:07
NONE
null
[This page](https://github.com/kubeflow/pipelines/tree/master/components/google-cloud) appears to be updated for v2.0.0, however, the text "Please see the [Google Cloud Pipeline Components API reference documentation] " links to v1.0.41 documentation. Impacted by this bug? Give it a 👍.
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I_kwDOB-71UM5pNeap
9,657
[BigQueryQueryJobOp] <BigQueryQueryJobOp does not work with KFP pipeline>
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2023-06-20T10:49:13
2023-06-29T22:59:54
null
NONE
null
### Environment <!-- Please fill in those that seem relevant. --> * How do you deploy Kubeflow Pipelines (KFP)? <!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/installation/overview/. --> Using SDK: ``` aiplatform.init( project=project_id...
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1,764,017,532
I_kwDOB-71UM5pJMV8
9,653
When using NamedTuple as a return type for a pipeline, which is created inside another pipeline (pipeline inside another pipeline case), how to access the outputs of that inner pipeline?
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[ "Hi @Princy-Malhotra , if you click the ` test-train-split ` component, do you see any log?", "> Hi @Princy-Malhotra , if you click the ` test-train-split ` component, do you see any log?\r\n\r\nNo @chensun , there are no logs for that component. Logs are empty. Here are some screenshots attached:\r\n![image](htt...
2023-06-19T18:34:37
2023-07-03T16:44:55
null
NONE
null
### Environment <!-- Please fill in those that seem relevant. --> * How do you deploy Kubeflow Pipelines (KFP)? I used Standalone deployment as mentioned here: [https://www.kubeflow.org/docs/components/pipelines/v2/installation/quickstart/#:~:text=Step%201%3A%20Deploy%20a%20KFP%20standalone%20instance%20into%20...
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1,761,666,409
I_kwDOB-71UM5pAOVp
9,650
[6/16/23] e2e and upgrade presubmit tests failing consistently
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2023-06-17T06:09:15
2023-06-17T07:10:39
2023-06-17T07:10:39
COLLABORATOR
null
e.g.: https://oss.gprow.dev/view/gs/oss-prow/pr-logs/pull/kubeflow_pipelines/9640/kubeflow-pipeline-e2e-test/1669824095170072576 ``` Failed to build test images: STEP TEMPLATE PODNAME DURATION MESSAGE ✖ integration-test-bkwmd ...
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1,761,001,022
I_kwDOB-71UM5o9r4-
9,638
[samples] Component specification for kfpv2
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[ "> Will components built for KFPv1 be compatible with KFPv2?\r\n\r\nGenerally speaking, yes. KFP v2 aims to be backward compatible with v1 components for the critical paths. \r\n\r\nTo add one more documentation to your existing list, components and pipelines are now compiled/persisted in the same manner:\r\nhttps:...
2023-06-16T16:59:26
2023-06-22T23:15:25
null
CONTRIBUTOR
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> /area samples /area components ### What feature would you like to see? Samples and documentation on component specification, build and package instructions for KFPv2 components similar to https://www.kubeflow.org/docs/co...
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1,759,360,492
I_kwDOB-71UM5o3bXs
9,627
[Pipeline backend] <In few scenarios, on pipeline terminate, the pipeline doesn't show the right status>
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[ "Thank you @mChowdhury-91. This is covered by #8966. Let's keep that for tracking the issue." ]
2023-06-15T18:42:15
2023-07-20T22:59:33
2023-07-20T22:59:33
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Standalone deployment * KFP SDK version: 1.8.14 ### Steps to reproduce There are 2 scenarios: 1. For long running Kubeflow pipelines, the terminate pipeline action doesn't update the right status. The job was complete, but the status show ru...
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1,756,937,228
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9,622
Error (exit code 1): failed to put file: Get "https://s3.domain/location?": dial tcp: i/o timeout
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2023-06-14T13:39:25
2023-07-27T22:50:40
null
NONE
null
### Environment kfp==1.8.13 kfp-pipeline-spec==0.1.16 kfp-server-api==1.8.3 ### Steps to reproduce [Try out this example](https://github.com/kubeflow/examples/blob/master/financial_time_series/tensorflow_model/run_preprocess.py) I am receiving the below logs, only change from example is instead txt file, ...
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I_kwDOB-71UM5oqq-p
9,621
[feature] <Bagging pipeline with Node-red control>
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[ "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." ]
2023-06-14T04:08:37
2023-09-12T07:41:41
null
NONE
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> <!-- /area backend --> <!-- /area sdk --> <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? Bagging is an Ensemble learning technique that allows partit...
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1,755,220,268
I_kwDOB-71UM5onoks
9,614
[sdk]: credentials type as str instead of ServiceAccountTokenVolumeCredentials
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[ "Hi @axel7083!\r\nThank you. If you would like, you are very welcome for send a short PR and cc @connor-mccarthy." ]
2023-06-13T15:59:01
2023-07-20T23:01:07
null
CONTRIBUTOR
null
## Description When creating a kfp Client and providing the argument `credentials`, the typing indicates `str` but is suppose to be `kfp.client.ServiceAccountTokenVolumeCredentials`. https://github.com/kubeflow/pipelines/blob/a9ac0b95bcc69c6214ca4e5e3208c816096f0377/sdk/python/kfp/client/client.py#L153
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1,754,862,362
I_kwDOB-71UM5omRMa
9,613
[feature] Plotting Scalar Metrics
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[ "@zpChris you have been working on the CompareV2, any feedback on this idea ?\r\n", "I think it would make reading those scalar metrics easy in many circumstances, depending on the range and quantity of the data. It might be tricky to display different variables in this format - whether they would be on the same ...
2023-06-13T13:12:23
2023-09-12T07:41:42
null
CONTRIBUTOR
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> /area backend <!-- /area sdk --> <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? I would like to be able to plot for example getting an Histograms whe...
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I_kwDOB-71UM5omB8q
9,612
[bug] ModelBatchPredictOp component is not using SA of pipeline to run itself
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null
[ "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." ]
2023-06-13T12:41:13
2023-09-12T07:41:44
null
NONE
null
### Environment google-api-core 1.34.0 google-cloud-aiplatform 1.25.0 google-cloud-core 2.3.2 google-cloud-logging 3.5.0 google-cloud-pipeline-components 1.0.44 kfp 1.8.22 kfp-pipeline-spec ...
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1,754,478,362
I_kwDOB-71UM5okzca
9,611
[frontend] Content is not available yet when using set_display_name. (after failed, or succeeded)
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[ "I migrate to kfp 2.0.0 and the issue is still here. The issue is probably linked to https://github.com/kubeflow/pipelines/issues/9603" ]
2023-06-13T09:44:47
2023-08-28T20:54:18
null
CONTRIBUTOR
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? manifests <!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/installation/overview/. --> * KFP version: 2.0.0-rc.1 <!-- Specify the version of Kubeflow Pipelines that you are using. The ve...
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https://api.github.com/repos/kubeflow/pipelines/issues/9610
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1,753,713,570
I_kwDOB-71UM5oh4ui
9,610
[backend] using large number of file watchers / instances
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[ "@kubeflow/wg-pipeline-leads", "Hello @thesuperzapper, can you provide more information to prove that the issue (open too many files) is attributed by pipeline?" ]
2023-06-12T22:51:53
2023-06-29T22:59:07
null
MEMBER
null
Kubeflow Pipelines seems to be using a very large number of file watchers & instances, this has caused issues like: - https://github.com/kubeflow/manifests/issues/2087 Currently, the only solution is to increase the max, with these values in `/etc/sysctl.conf`: - `fs.inotify.max_user_instances = 1280` - `fs....
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1,752,834,010
I_kwDOB-71UM5oeh_a
9,607
[sdk] parent_model parameter of ModelUploadOp is ignored, update to issue #8881
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null
[ "@RansSelected, closing as duplicate of canonical bog #8881." ]
2023-06-12T14:01:30
2023-06-12T16:31:27
2023-06-12T16:31:27
NONE
null
Hello @connor-mccarthy , Unfortunately I'm still experiencing same issue, parent_model is ignored; ![image](https://github.com/kubeflow/pipelines/assets/43318715/e6e6fff0-a443-4665-a216-641bd8b6d992) I'm getting the parent like this: ``` python _ID = 0 try: models = aip.Model.list(project = PROJECT_ID,...
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1,749,957,162
I_kwDOB-71UM5oTjoq
9,603
[frontend]: node not marked as failed, state still on running
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[ "If I recall correctly, we have fixed this issue in the latest version. Can you try 2.0.0?", "I migrate to 2.0.0 (`gcr.io/ml-pipeline/frontend:2.0.0`) and the problem still persist.\r\nI made the following steps:\r\n- Migrate from `gcr.io/ml-pipeline/frontend:2.0.0-rc.1` to `gcr.io/ml-pipeline/frontend:2.0.0`\r\n...
2023-06-09T14:02:11
2023-07-10T08:39:05
null
CONTRIBUTOR
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? manifests <!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/installation/overview/. --> * KFP version: [2.0.0-rc.1](https://github.com/kubeflow/pipelines/releases/tag/2.0.0-rc.1) <!-- Spe...
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1,749,013,104
I_kwDOB-71UM5oP9Jw
9,600
[feature] <Quantum AI kubeflow pipeline with Node-red control>
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[ "This is maybe going over my head, but maybe what you could do at the moment is using Kubeflow to interact with the IBM SDKs and use their APIs to control a quantum computer. Maybe a cool first pr will be a cool Kubeflow pipeline example interacting with that kind of service. Let me know if that workaround works fo...
2023-06-09T02:53:22
2023-06-26T07:52:52
null
NONE
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> <!-- /area backend --> <!-- /area sdk --> <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? A GUI front-end that allows users to trigger a quantum AI flow...
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1,747,421,576
I_kwDOB-71UM5oJ4mI
9,593
[frontend] tqdm logs not displayed correctly
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2023-06-08T08:56:46
2023-06-22T23:48:11
2023-06-22T23:48:11
CONTRIBUTOR
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? manifests <!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/installation/overview/. --> * KFP version: [2.0.0-rc.1](https://github.com/kubeflow/pipelines/releases/tag/2.0.0-rc.1) <!-- Spe...
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1,746,638,449
I_kwDOB-71UM5oG5Zx
9,590
[sdk] ParallelFor not resolving iterable object correctly when used with DataprocPySparkBatchOp
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null
[ "I am really hoping there is some easy subscriptable way to access the value. I have tried using an 2 arrays, 1 of integers and 1 with the values, parallelfor over the integer, using it to index the array. However, a parallelfor seems to iterate in a different way, it seems to 'print' from the loop only once, ev...
2023-06-07T20:36:03
2023-06-22T22:56:10
null
NONE
null
### Environment Google Cloud Platform: * KFP version: 1.0.29 (forced runtime version) * KFP SDK version: Google Provided (not sure how it works in the cloud, all I needed was a pip install on my vertex notebook) * All dependencies version: kfp 1.8.20 kfp-pipeline-spec ...
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1,746,269,228
I_kwDOB-71UM5oFfQs
9,586
[backend] PutParentContexts API is called multiple times using same primary key in V2
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null
[ "cc @chensun ", "Looks like this issue actually already exists without upgrading MLMD version. \r\n![65U4vopiv9MRWcU](https://github.com/kubeflow/pipelines/assets/37026441/f1375536-5847-4b72-9cad-f854cff95de0)\r\n", "PR is merged, thus marking this issue as fixed." ]
2023-06-07T16:23:33
2023-06-26T17:57:55
2023-06-26T17:57:55
COLLABORATOR
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? KFP v2 * MLMD Upgrade MLMD to 1.13 version or above ### Steps to reproduce Create a KFP V2 Pipeline Run which has sub-DAG. The problem is that such run will fail in newer MLMD version, because the following MLMD API call is made multiple ...
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[backend] OOM on large OutputPath file
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[ "I found out there is an argoexecutor which runs alongside the Python container. The cluster logs indicated that it was being OOMKilled. I found a config in the cluster that specified memory settings for argoexecutor so I increased the max from 512MB to 1024MB. This solved the issue.\r\n\r\nI still think it would b...
2023-06-07T10:52:07
2023-08-28T20:54:22
null
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Not sure * KFP version: Version: 1.8.5 * KFP SDK version: ``` $ pip list | grep kfp kfp 1.8.20 kfp-pipeline-spec 0.1.16 kfp-server-api 1.8.5 ``` ### Steps to reproduce Run the code in...
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9,583
[feature] Kubeflow kserve pipeline with Node-red control for IOT application
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[ "Hi @ifuwang, could you please explain what exactly needs to be done on KFP to achieve this feature? Thank you.", "@Linchin thanks for your enquiry. What this feature needs is a Node-red front end interacting with a Kubeflow pipeline modules. The Node-red front end originally comes with GUIs specifically geared...
2023-06-07T03:18:04
2023-06-30T02:07:25
null
NONE
null
### Feature Area We implemented a kserve pipeline specifically for the IOT Rasberry PI chipset. The pipeline takes in a regular input data, be a text or image, and feeds into a trained model. e.g. H5 file, from other AI training processes. The pipeline will take an input from Rasberry PI sensor, and deliver an ou...
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1,744,262,357
I_kwDOB-71UM5n91TV
9,577
[backend] Pipeline contains failed task shown as succeeded
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[ "After some investigation, it turns out that the status of the run comes from the report from argo that is then [relayed by the persistence agent to the backend](https://github.com/kubeflow/pipelines/blob/db1e0e213c83780619dea3eabbc5231450ba62c5/backend/src/agent/persistence/client/pipeline_client.go#L79). Since th...
2023-06-06T17:08:08
2023-06-14T20:31:57
2023-06-14T20:31:57
COLLABORATOR
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? KFP standalone * KFP version: 2.0.0-rc.1 * KFP SDK version: 2.0.0-rc.1 ### Steps to reproduce Run this pipeline: https://github.com/kubeflow/pipelines/blob/27d8f7a651631df1afc59b18cb387b7d7dd87636/sdk/python/test_data/pipelines/pipeline_...
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[backend] input parameter with default value not resolved at runtime.
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[ "Hi @chensun, thank you so much for catching this! I think this was caused due to a [decision we made earlier about resolving default parameters](https://github.com/kubeflow/pipelines/blob/c0640d7a033b6fa2133b92c2a459d9eb3dabee32/backend/src/v2/driver/driver.go#L824)(PR #9184). In the past, we would add the default...
2023-06-05T21:31:09
2023-06-13T18:25:05
2023-06-13T18:25:04
COLLABORATOR
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? KFP standalone * KFP version: 2.0.0rc.1 * KFP SDK version: 2.0.0rc.1 ### Steps to reproduce Run the following pipeline: https://github.com/kubeflow/pipelines/blob/63936c07735521b1244e1e528a9baf80d40b296d/sdk/python/test_data/pipelines...
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[feature] Earlier Caching (on incomplete pipeline)
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[ "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.", "Well that's not very nice..." ]
2023-06-05T20:44:10
2023-09-05T07:41:22
null
NONE
null
### Feature Area <!-- /area backend --> ### What feature would you like to see? Caching of output of tasks once task completes and not only once the entire pipeline is finished. ### What is the use case or pain point? Waiting for entire pipeline to finish before starting a new pipeline so some early outp...
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1,742,499,789
I_kwDOB-71UM5n3G_N
9,570
AttributeError: module 'kfp_server_api' has no attribute 'ApiPipelineSpec'
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[ "@Princy-Malhotra, do you have the opportunity to recompile the pipeline with with the latest release of the KFP SDK, 2.0.0-rc.1? This issue is resolved with that version.", "> @Princy-Malhotra, do you have the opportunity to recompile the pipeline with with the latest release of the KFP SDK, 2.0.0-rc.1? This iss...
2023-06-05T19:52:38
2023-06-11T21:56:12
2023-06-11T21:56:12
NONE
null
### Environment * KFP version: 2.0.0b4 <!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/installation/overview/. --> * KFP SDK version: 2.0.0-rc.1 <!-- Specify the version of Kubeflow Pipelines that you are using. The version number appears in the l...
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How to import containerized Python component after building it?
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[ "I recommend importing the Python component from the module in which it is defined. Loading the YAML also works, however.", "@connor-mccarthy Forgive me for being dense, but by \"importing the Python component from the module in which it is defined\" do you mean in the `component.py` file? (referencing the exampl...
2023-06-05T15:08:32
2023-07-05T17:56:56
2023-07-05T17:56:56
CONTRIBUTOR
null
This might be a really dumb question, but given a file layout of something similar to the docs example: ``` pipeline.py components/ component.py util.py ``` And then running the build command: ``` kfp component build src/ --component-filepattern component.py ``` How would I import the component in...
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9,567
How to Apply node affinity and toleration in kubeflow components deployment?
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[ "```python\r\nfrom kfp import dsl\r\nfrom kubernetes.client import V1Toleration\r\n\r\ndef apply_toleration(toleration: str, container_op: dsl.ContainerOp) -> None:\r\n container_op.add_toleration(\r\n V1Toleration(\r\n key=toleration,\r\n operator=\"Equal\",\r\n value=\"t...
2023-06-05T12:17:18
2023-06-29T11:42:28
null
NONE
null
Hey, I have been using kubeflow for 3-4 months. I was using kubeflow v1.5, managed its deployment with kusotmize. Now, after upgrading the kubeflow version to [v1.7](https://awslabs.github.io/kubeflow-manifests/release-v1.7.0-aws-b1.0.1/docs/), as we get [terraform deployment option](https://awslabs.github.io/kubefl...
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[bug] `kfp component build` fails with click==7.1.2
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2023-06-04T15:03:03
2023-06-20T18:33:43
2023-06-20T18:33:43
NONE
null
### Environment <!-- Please fill in those that seem relevant. --> * How do you deploy Kubeflow Pipelines (KFP)? **Google Cloud Vertex AI** * KFP version: N/A * KFP SDK version: **2.0.0rc1** * Python 3.9.10 ### Steps to reproduce I'm following the tutorial for Containerized Python Components: https://w...
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[backend] default cache image missing tag, causing pull every time
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[ "@kubeflow/wg-pipeline-leads I believe this is a critical issue as it affects every Kubeflow Pipelines deployment." ]
2023-06-03T23:02:05
2023-08-28T20:54:43
null
MEMBER
null
Currently the default `cacheImage` is set to `gcr.io/google-containers/busybox` (with no tag). When an image has no tag, Kubernetes will default to using `latest` with a `pullPolicy` of `Always`, meaning large pipelines might be pulling this image a crazy number of times. This is likely the cause of the previous iss...
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1,737,980,403
I_kwDOB-71UM5nl3nz
9,555
[backend] ml-pipeline-visualizationserver and ml-pipeline-ui-artifact per user namespace resource allocation
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[ "/assign @zijianjoy ", "Thank you @andre-lx , the concern makes sense in the case of high amount of namespaces. I am reading the past design decision in https://docs.google.com/document/d/1YNxKUbJLnBRL7DbPn76fsShkQx5Q5jTc-iXfLmLt1FU/edit. The concern is over-granting permission to a single service account. If you...
2023-06-02T11:03:33
2023-07-20T09:27:49
null
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Kubeflow deployment * KFP version: 1.8.2 ### Steps to reproduce I didn't find any reference for this issue. At this moment, 2 pods are created for each namespace. The pipelines are running smoothly, but this 2 pods per namespace are making...
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1,737,514,608
I_kwDOB-71UM5nkF5w
9,553
[backend] Data too long for column 'StateHistory' at row 1
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2023-06-02T05:54:03
2023-06-02T10:49:09
2023-06-02T10:49:08
COLLABORATOR
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Standalone KFP * KFP version: 2.0.0-rc.1 * KFP SDK version: N/A ### Steps to reproduce While doing some random debugging, I found the following error log in api-server pod: ``` I0602 05:14:55.623705 7 error.go:278] Error 1406:...
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[feature] <Description>
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2023-06-02T03:35:41
2023-06-02T03:38:31
2023-06-02T03:38:31
NONE
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> <!-- /area backend --> <!-- /area sdk --> <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? desert <!-- Provide a description of this feature and the use...
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9,551
[backend] why is the `gcr.io/ml-pipeline/visualization-server` container 1.3GB
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[ "/assign @chensun ", "Because the visualization is using Tensorboard, and the base image is tensorflow:\r\nhttps://github.com/kubeflow/pipelines/blob/b339e93914a1417b376e53f7318d896cc3942088/backend/Dockerfile.visualization#L21 \r\n\r\nVisualization server is not currently used by v2, it's kept to maintain v1 com...
2023-06-02T01:29:51
2023-09-09T07:41:23
null
MEMBER
null
The `gcr.io/ml-pipeline/visualization-server` image is by far the largest container in Kubeflow pipelines at `1.3 GB`, what is making it so large, and how can we improve it? - https://console.cloud.google.com/gcr/images/ml-pipeline/GLOBAL/visualization-server This is especially important because a `Deployment/ml-...
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1,737,227,710
I_kwDOB-71UM5ni_2-
9,549
[backend] mysql 8.0 support (upstream ml-metadata issue)
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[ "We are hoping to be able to upgrade MLMD when its next minor version is available (1.14.0)" ]
2023-06-01T23:14:59
2023-06-22T21:00:45
null
MEMBER
null
While we updated our clients for MySQL 8.0 in https://github.com/kubeflow/pipelines/pull/8351, we still depend on [`google/ml-metadata`](https://github.com/google/ml-metadata), which does not fully support MySQL 8.0. In MySQL 8.0, the `default-authentication-plugin` was [changed from `mysql_native_password` to `cachin...
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1,737,047,200
I_kwDOB-71UM5niTyg
9,547
[backend] update cron version to 3.0.1
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2023-06-01T20:34:26
2023-08-28T20:54:46
null
COLLABORATOR
null
Currently KFP uses the package "[github.com/robfig/cron](https://pkg.go.dev/github.com/robfig/cron)" at version 1.2.0 and has been replaced by the [v3 version](https://pkg.go.dev/github.com/robfig/cron/v3). The major difference is version 1.2.0 uses a 6-digit cron string including the seconds, while v3 uses the standar...
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1,736,438,925
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9,546
Proxy agent and Controller Manager in CrashLoopBackOff state
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[ "/assign @zijianjoy ", "Can you try this installation approach instead?\r\nhttps://www.kubeflow.org/docs/components/pipelines/v1/installation/localcluster-deployment/#deploying-kubeflow-pipelines", "@zijianjoy When I used the commands in your link, everything was installed correctly, and none of the pods were c...
2023-06-01T14:20:48
2023-07-10T05:58:17
null
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? I deployed KFP to the K8S cluster that comes with Docker Desktop. I used the following commands: export PIPELINE_VERSION=2.0.0-rc.1 kubectl apply -k "github.com/kubeflow/pipelines/manifests/kustomize/cluster-scoped-resources?ref=$PIPELINE_VERSI...
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9,543
[feature] chore: loosen python kubernetes version requirement
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[ "/close\r\nby #9544 and #9545", "@Tomcli: Closing this issue.\n\n<details>\n\nIn response to [this](https://github.com/kubeflow/pipelines/issues/9543#issuecomment-1572696175):\n\n>/close\r\n>by #9544 and #9545\n\n\nInstructions for interacting with me using PR comments are available [here](https://git.k8s.io/comm...
2023-05-31T23:03:28
2023-06-01T20:02:48
2023-06-01T20:02:47
MEMBER
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> <!-- /area backend --> <!-- /area sdk --> <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? The Arrikto team added new enhancement for the k8s client up...
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docs(backend): retry and clone run
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2023-05-31T18:35:05
2023-08-28T20:54:50
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### Environment <!-- Please fill in those that seem relevant. --> * How do you deploy Kubeflow Pipelines (KFP)? <!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/installation/overview/. --> * KFP version: <!-- Specify the version of Kubeflow Pipel...
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1,734,776,100
I_kwDOB-71UM5nZpUk
9,539
docs(backend): environment variables
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2023-05-31T18:34:04
2023-08-28T20:55:01
null
COLLABORATOR
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### Environment <!-- Please fill in those that seem relevant. --> * How do you deploy Kubeflow Pipelines (KFP)? <!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/installation/overview/. --> * KFP version: <!-- Specify the version of Kubeflow Pipel...
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1,734,771,579
I_kwDOB-71UM5nZoN7
9,538
docs(backend): v2 concepts
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2023-05-31T18:30:14
2023-08-28T20:55:06
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COLLABORATOR
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### Environment run, job, pipeline, pipeline version, etc. Similar to https://www.kubeflow.org/docs/components/pipelines/v1/concepts/ <!-- Please fill in those that seem relevant. --> * How do you deploy Kubeflow Pipelines (KFP)? <!-- For more information, see an overview of KFP installation options: https:/...
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I_kwDOB-71UM5nZnXj
9,537
docs(backend): caching v2
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2023-05-31T18:27:40
2023-08-28T20:55:08
null
COLLABORATOR
null
### Environment <!-- Please fill in those that seem relevant. --> * How do you deploy Kubeflow Pipelines (KFP)? <!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/installation/overview/. --> * KFP version: <!-- Specify the version of Kubeflow Pipel...
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1,734,654,780
I_kwDOB-71UM5nZLs8
9,536
feat(backend/samples): Update preloaded samples to v2
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[ "Dupe" ]
2023-05-31T17:15:45
2023-06-03T00:28:04
2023-06-03T00:28:03
COLLABORATOR
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1,734,653,037
I_kwDOB-71UM5nZLRt
9,535
feat(backend/samples): update preloaded samples to v2
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2023-05-31T17:14:23
2023-06-07T23:35:23
2023-06-07T23:35:23
COLLABORATOR
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1,733,293,442
I_kwDOB-71UM5nT_WC
9,533
[Feature]Node-red YOLO pipeline
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[ "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." ]
2023-05-31T02:41:12
2023-08-29T07:41:21
null
NONE
null
### Feature Area You only look once (YOLO) is a state-of-the-art, real-time object detection system. On a Pascal Titan X it processes images at 30 FPS and has a mAP of 57.9% on COCO test-dev. Although it is a powerfull tool for AI applications, many coding procedures including proper library infusion and grammer editt...
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https://api.github.com/repos/kubeflow/pipelines/issues/9532
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1,733,245,362
I_kwDOB-71UM5nTzmy
9,532
[feature] Kubeflow-Node-Red
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[ "Hi @NightLightTw, thank you for requesting this feature! Kubeflow intends to work with different platforms. It would be great if you could bring this up in the Kubeflow community meeting. \r\nHere are the Kubeflow manifest: https://github.com/kubeflow/manifests", "Dear @Linchin 👍 Thank you for replying our feat...
2023-05-31T01:38:28
2023-08-30T21:26:16
null
NONE
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> <!-- /area backend --> <!-- /area sdk --> <!-- /area samples --> <!-- /area components --> It takes many laborious procedures to build a practical ML pipelines including pipeline docker file compila...
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1,731,878,606
I_kwDOB-71UM5nOl7O
9,524
[backend] Cache Debugging QA
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[ "Hi @WalterSmuts, thank you for bringing up this question! We do allow cache for tasks, and you can check out the design doc here: https://docs.google.com/document/d/1_Hy1_KvuKh-heydg8qIyXYTiMfNPxePx4BHGpZT4xMk/edit?resourcekey=0-PTtkRPF5xpS3lD8dssqX1Q\r\nHope this info helps you understand the issue! Please let me...
2023-05-30T09:29:00
2023-08-28T20:55:10
null
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? unsure * KFP version: 1.8.5 * KFP SDK version: 1.8.20 ### Not a bug. This is not a bug. Only a question. I tried joining the kubeflow slack but the link on the readme does not allow you to sign-in if you've not already got an account with http...
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Kube-node-red is aiming to integrate Kubeflow/Kubebeters with node-red, leveraging node-red's low-code modules, and using Kubeflow resources (e.g. Kubeflow pipeline, Kserve) to enhance its AI/ML ability.
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[ "We need more work on the illustration." ]
2023-05-28T05:19:51
2023-05-31T01:38:08
2023-05-31T01:37:26
NONE
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> <!-- /area backend --> <!-- /area sdk --> <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? Although kubeflow pipeline is a convenient tool for major ML o...
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I_kwDOB-71UM5nEUJG
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Kube-node-red is aiming to integrate Kubeflow/Kubebeters with node-red, leveraging node-red's low-code modules, and using Kubeflow resources (e.g. Kubeflow pipeline, Kserve) to enhance its AI/ML ability.
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2023-05-28T05:11:59
2023-05-31T01:38:49
2023-05-31T01:38:49
NONE
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> <!-- /area backend --> <!-- /area sdk --> <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? <!-- Provide a description of this feature and the user expe...
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1,728,304,375
I_kwDOB-71UM5nA9T3
9,520
[sdk] Remove trailing whitespace in the generated YAML
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null
[ "SGTM, @zzmao. Thanks for catching this." ]
2023-05-26T22:23:09
2023-06-15T22:57:00
null
COLLABORATOR
null
Trailing whitespace are observed in the generated YAML files: ![image](https://github.com/kubeflow/pipelines/assets/34247652/d918e5c3-bbca-440e-9f89-c778eeb95e35) We could remove them by simply apply `rstripe()`. @connor-mccarthy If this looks good to you, I can create a PR.
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1,722,954,581
I_kwDOB-71UM5msjNV
9,501
[bug] kfp run and recurring-run 404. kfp pipeline works fine with no namespace
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null
[ "Hello @ianmaddox , would you like to try 2.0.0-rc.1 manifests to see if the problem is fixed? https://github.com/kubeflow/pipelines/releases/tag/2.0.0-rc.1", "I followed the install instruction there and it all seems to have fallen apart. Here's the tail end of the upgrade output;\r\n```\r\nInstalling collected ...
2023-05-24T00:00:52
2023-08-25T07:41:36
null
NONE
null
### Environment Ubuntu 22.04 Kind 0.19.0 kubectl Client Version: v1.27.1 kubectl Kustomize Version: v5.0.1 kubectl Server Version: v1.27.1 kfp 2.0.0-alpha.7 manifests * How do you deploy Kubeflow Pipelines (KFP)? From full manifest deployment * KFP version: user_local * KFP SDK version: kfp ...
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9,491
[feature] Init metadata DB with predefined types
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[ "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." ]
2023-05-23T17:29:24
2023-08-28T20:55:16
null
COLLABORATOR
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> /area backend <!-- /area sdk --> <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? <!-- Provide a description of this feature and the user experience. ...
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1,722,502,941
I_kwDOB-71UM5mq08d
9,490
[feature] ParallelFor fan-in & Conditionals fan-in
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[ "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." ]
2023-05-23T17:27:03
2023-08-28T20:55:36
null
COLLABORATOR
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> /area backend <!-- /area sdk --> <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? <!-- Provide a description of this feature and the user experience. ...
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I_kwDOB-71UM5mq0u3
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[feature] Task level exit handler
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[ "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." ]
2023-05-23T17:26:19
2023-08-28T20:55:39
null
COLLABORATOR
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> /area backend <!-- /area sdk --> <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? <!-- Provide a description of this feature and the user experience....
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I_kwDOB-71UM5mq0jn
9,488
[feature] Pipeline level failure policy (fail fast)
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[ "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." ]
2023-05-23T17:25:42
2023-08-28T20:55:41
null
COLLABORATOR
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> /area backend <!-- /area sdk --> <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? <!-- Provide a description of this feature and the user experience. -...
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1,722,500,211
I_kwDOB-71UM5mq0Rz
9,487
[Test] Migrate samples test infra to work with KFP v2
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2023-05-23T17:24:46
2023-09-11T17:37:49
null
COLLABORATOR
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> /area backend <!-- /area sdk --> <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? <!-- Provide a description of this feature and the user experience. ...
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I_kwDOB-71UM5mqzkD
9,486
[feature] support IfPresent & Concat placeholder
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[ "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." ]
2023-05-23T17:22:28
2023-08-28T20:55:49
null
COLLABORATOR
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> /area backend <!-- /area sdk --> <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? <!-- Provide a description of this feature and the user experience. -...
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1,721,685,180
I_kwDOB-71UM5mntS8
9,484
[backend] 2.0.0-rc.1 multi-user deployment
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2023-05-23T09:57:14
2023-05-23T11:22:24
2023-05-23T11:22:24
CONTRIBUTOR
null
## Description Using `2.0.0-rc.1` tag with kubeflow manifest v1.7.0 leads to missing resources in profile namespace. (Missing `mlpipeline-minio-artifact` secrets, `metadata-grpc-configmap` configmap, etc.. It makes the pipelines crashes) ## Environment To show the problem, we will create a k8s cluster using ki...
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9,476
Standardize release tags
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[ "@chensun @connor-mccarthy Looks like in retagging the SDK releases, the tag `2.0.0b6` was missed and deleted. We no longer see `2.0.0b6` or `sdk-2.0.0b6` tag. Can you please check?", "> @chensun @connor-mccarthy Looks like in retagging the SDK releases, the tag `2.0.0b6` was missed and deleted. We no longer see...
2023-05-22T22:01:54
2023-05-25T22:47:13
2023-05-25T22:47:13
COLLABORATOR
null
## Issue: While investigating a recent [upgrade test failure](https://oss.gprow.dev/view/gs/oss-prow/pr-logs/pull/kubeflow_pipelines/9473/kubeflow-pipeline-upgrade-test/1660746693114597376), I discovered that it's upgrade upgrading from the last release (which is supposed to be 2.0.0-rc.1 at this moment) ![image]...
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1,716,401,163
I_kwDOB-71UM5mTjQL
9,459
[feature] Permit exit tasks to consume outputs from tasks enclosed by the exithandler
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[ "Yes its required since we should be having some way to make a proper status update at the end of the pipeline. ", "/assign @Linchin ", "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." ]
2023-05-18T23:33:11
2023-08-28T20:55:31
null
MEMBER
null
### Feature Area Specifically, support functionality exposed by `task.ignore_upstream_outputs` in the KFP SDK (SDK implementation https://github.com/kubeflow/pipelines/pull/8838). <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> /area backend <!-- /area sdk --> <!-...
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1,716,073,609
I_kwDOB-71UM5mSTSJ
9,456
[backend] Artifact passing fails with kfp launcher using s3 and query parameters
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[ "Not sure if this handles all cases but to get around the issue we change the regex in objectstore.go to:\r\n```\r\n\tbucketPattern := regexp.MustCompile(`(^[a-z][a-z0-9]+:///?)([^/?]+)([\\?][^/]+)?/([^?]*)?$`)\r\n```\r\nAnd then change what groups are pulled for prefix. Seems to work for the couple of cases we tri...
2023-05-18T18:22:45
2023-08-28T20:58:10
null
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Self hosted * KFP version: kubeflow 1.7 * KFP SDK version: kfp sdk 1.8.19 ### Steps to reproduce 1. Added the following the kfp-launcher configmap: ``` data: defaultPipelineRoot: s3://<bucket>?region=<region>&endpoint=<endpo...
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9,455
[bug] ModelBatchPredictOp component from google_cloud_pipeline_components does not allow to pass monitoring and alerting config for BatchPredictionJob
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null
[ "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." ]
2023-05-18T14:46:54
2023-08-17T07:41:40
null
NONE
null
### Environment <!-- Please fill in those that seem relevant. --> * KFP SDK version: 1.8.14; 2.0.0b17 ### Steps to reproduce Batch prediction operator ModelBatchPredictOp from google_cloud_pipeline_components (in both v1.* and the v2.0.0 beta branches) Does not allow to pass `model_monitoring_objective_...
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1,715,373,329
I_kwDOB-71UM5mPoUR
9,454
[feature] Cache Server to cache tasks as they complete instead of waiting on the entire pipeline.
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[ "@gkcalat I can look to submit the changes if the above suggestion makes sense", "Hi @CosyOranges,\r\n\r\nSounds good to me. Please, assign your PR to @chensun and @Linchin.", "This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occu...
2023-05-18T10:11:34
2023-08-21T07:41:37
null
NONE
null
### Feature Area We make **heavy** use of Kubeflow's caching feature. However, it doesn't play very well with some of the config you can set in Argo's `workflow-controller-configmap`. We run a large amount of pipelines at scale and as the number of pipelines increased the load on our EKS-Control plane also increase...
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[bug] Pipeline component input parameters has been altered from "y" to "true"
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[ "The underlying issue is because `gopkg.in/yaml.v2` library implements the problematic YAML 1.1 spec, and threats \"y\" as boolean by design: https://github.com/go-yaml/yaml/issues/214\r\nThis has been fixed in `gopkg.in/yaml.v3`" ]
2023-05-18T04:01:27
2023-05-24T08:57:21
2023-05-24T08:57:21
NONE
null
* How did you deploy Kubeflow Pipelines (KFP)? Use https://github.com/kubeflow/manifests to deploy kubeflow. ```bash git clone https://github.com/kubeflow/manifests.git cd manifests git checkout v1.7-branch ``` Modify `manifests/apps/pipeline/upstream/ba...
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[backend] URL escaped parameter parsing error
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2023-05-17T23:01:42
2023-05-23T04:00:37
2023-05-23T04:00:37
MEMBER
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Standalone KFP from `master` ### Steps to reproduce Try to upload a pipeline with `%` + any other special character in the pipeline name ### Expected result Creating a new pipeline and a new pipeline version ### Materials and Referen...
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1,714,039,073
I_kwDOB-71UM5mKikh
9,443
[Question] Non-Python (file component) based visualizations
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[ "It is actually possible for Markdown and HTML to define in the `component.yaml` the output in the following way:\r\n\r\n```yaml\r\noutputs:\r\n- {name: output-html, type: HTML, description: 'data analysis in html'}\r\n- {name: output-markdown, type: Markdown, description: 'data analysis in markdown'}\r\n```\r\n\r\...
2023-05-17T14:27:31
2023-08-22T07:41:56
null
CONTRIBUTOR
null
### Feature Area /area components ### What feature would you like to see? I do not know if it is already possible. I read the [Visualize Results in the Pipelines UI](https://www.kubeflow.org/docs/components/pipelines/v1/sdk/output-viewer/), but I do not see how to export visualization from components. I w...
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[bug] Pipelien runs fail due to wrong input parameters type casting
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2023-05-17T06:09:50
2023-05-23T19:05:38
2023-05-23T19:05:37
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Use https://github.com/kubeflow/manifests to deploy kubeflow. ```bash git clone https://github.com/kubeflow/manifests.git cd manifests git checkout v1.7-branch ``` Modify `manifests/apps/pip...
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1,713,158,809
I_kwDOB-71UM5mHLqZ
9,441
[frontend] Kubeflow Pipelines UI not showing pipeline input parameters
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[ "Hello @erhwenkuo, thanks for reporting this issue! It should be fixed in our next release.", "In addition, we would like to provide 2 alternative ways to create run using specific pipeline and experiment.\r\n1. Similar to what you observed, you can create experiment from experiment list and then create run in ex...
2023-05-17T05:38:35
2023-05-19T19:02:49
2023-05-19T19:02:49
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Use https://github.com/kubeflow/manifests to deploy kubeflow. ```bash git clone https://github.com/kubeflow/manifests.git cd manifests git checkout v1.7-branch ``` Modify `manifests/apps/pip...
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1,710,766,947
I_kwDOB-71UM5l-Dtj
9,424
Relaxed PyYAML dependency in stable version
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[ "Found the fix here https://github.com/kubeflow/pipelines/pull/9437. Will wait for the next feature release :) " ]
2023-05-15T20:18:21
2023-05-17T09:47:29
2023-05-17T09:47:29
NONE
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> <!-- /area backend --> /area sdk <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? <!-- Provide a description of this feature and the user experience. -...
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1,710,267,160
I_kwDOB-71UM5l8JsY
9,418
[feature] support PipelineParameterChannel for SecretAsEnv
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[ "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." ]
2023-05-15T14:52:37
2023-08-17T07:41:42
null
CONTRIBUTOR
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> <!-- /area backend --> /area sdk <!-- /area samples --> <!-- /area components --> ### What feature would you like to see? When using `kubernetes.secret.use_secret_as_env` the name of the sec...
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1,708,040,016
I_kwDOB-71UM5lzp9Q
9,406
[sdk] client wait_for_run_completion function has an extra wait iteration
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2023-05-12T18:30:21
2023-05-12T21:49:30
2023-05-12T21:49:30
MEMBER
null
### Environment * KFP version: Version 2.0.0-beta.2 * KFP SDK version: KFP SDK v2.0.0b16 * All dependencies version: <!-- Specify the output of the following shell command: $pip list | grep kfp --> ### Steps to reproduce The state of the pipeline is updated and still have to sleep for 1 iteration even...
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9,389
[sdk] Which versions work with which one
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[ "Sorry about the confusion. We have a tracking bug to document the compatibility matrix: https://github.com/kubeflow/pipelines/issues/8728\r\n\r\nShort answer:\r\n- `Kubeflow Pipelines 2.0.0-alpha.7` backend doesn't support the feature added via `kfp-kubernetes` or `platform_config` yet. But you can get k8s specifi...
2023-05-11T13:09:37
2023-05-11T17:55:24
2023-05-11T17:55:23
CONTRIBUTOR
null
We have some issues figuring out which version of the `sdk` goes with which `kfp-server-api`, and the extra `[kubernetes]` in kubeflow. In Kubeflow/manifest, in the 1.7 release they are using `Kubeflow Pipelines 2.0.0-alpha.7` however they do not specify the sdk or kfp-server-api. Based on some conversation in t...
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1,705,117,147
I_kwDOB-71UM5logXb
9,386
[sdk] ExitHandler doesn't work when a input of ParallelFor is a list.
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[ "@rayuron can you expand how you modify the code to make it pass?\r\n\r\n> Materials and Reference\r\n> The compilation is successful, but `job.submit()` does not working with the following error.\r\n> *Converting the input of ParallelFor from a list to JSON as following makes it successful. `s = \"[{'a':1,'b':2},{...
2023-05-11T05:55:33
2023-08-06T14:33:10
null
NONE
null
### Environment * KFP version: Vertex AI Pipelines * KFP SDK version: 1.8.21 * All dependencies version: kfp 1.8.21 kfp-pipeline-spec 0.1.16 kfp-server-api 1.8.5 ### Steps to reproduce Run the following pipeline on Vertex A...
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1,702,669,822
I_kwDOB-71UM5lfK3-
9,367
[backend] no MLMD log for createpvc/deletepvc pods
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null
[ "closed by #9397 " ]
2023-05-09T19:54:03
2023-05-15T19:53:00
2023-05-15T19:53:00
COLLABORATOR
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? <!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/installation/overview/. --> standalone * KFP version: <!-- Specify the version of Kubeflow Pipelines that you are using. The version nu...
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9,366
[sdk] Bug when trying to iterate a list of dictionaries with ParallelFor
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null
[ "I had the same issue but solved it by using `import json` and then\r\n\r\n```\r\nwith dsl.ParallelFor(\r\n items=[json.dump({\"a\": 1, \"b\": 10}), json.dump({\"a\": 2, \"b\": 20})], parallelism=1\r\n ) as item:\r\n task = add(val_a=item.a, val_b=item.b)\r\n```\r\n\r\nHope it helps,", "@msmendoz...
2023-05-09T17:23:12
2023-09-08T18:36:10
null
NONE
null
### Environment * KFP SDK version: kfp==2.0.0b16 * All dependencies version: kfp==2.0.0b16 kfp-pipeline-spec==0.2.2 kfp-server-api==2.0.0b1 ### Steps to reproduce When running the code snippet below the following error is raised: `kfp.components.types.type_utils.InconsistentTypeException: Incompatib...
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1,700,400,028
I_kwDOB-71UM5lWguc
9,350
[frontend] No console output when graph too large
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[ "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." ]
2023-05-08T14:50:06
2023-08-09T07:41:30
null
CONTRIBUTOR
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Onto an AWS-backed K8s cluster. * KFP version: 1.8.1 ### Steps to reproduce Create a pipeline with more than 1000 edges or nodes. ### Expected result There should be console indicating that graphs beyond a certain size are not supported. #...
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1,699,965,753
I_kwDOB-71UM5lU2s5
9,349
[sdk] GetVertexModelOp in google-cloud-pipeline-components==2.0.0b3 references image with kfp v1 (latest)
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null
[ "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.", "This is fixed." ]
2023-05-08T10:11:33
2023-08-10T15:33:10
2023-08-10T15:33:09
NONE
null
GetVertexModelOp in google-cloud-pipeline-components==2.0.0b3 references image with older version of google-cloud-pipeline-components and kfp v1 (latest): https://github.com/kubeflow/pipelines/blob/google-cloud-pipeline-components-2.0.0b3/components/google-cloud/google_cloud_pipeline_components/experimental/model/get_...
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9,330
[sdk] <Bug Name>
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null
[ "On kfp sdk 2.0.0b15, when you initialize the client, there should be a warning message says `This client only works with Kubeflow Pipeline v2.0.0-beta.1`. Recommend to upgrade both deployment and sdk to our latest release 2.0.0-rc.1 if you want to try out v2 features.", "I have the same issue even with `sdk` ver...
2023-05-04T22:15:21
2023-07-26T14:48:00
null
CONTRIBUTOR
null
### Environment * KFP version: `2.0.0-alpha.5` <!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/installation/overview/. --> * KFP SDK version: `2.0.0b15` <!-- Specify the version of Kubeflow Pipelines that you are using. The version number appears i...
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1,696,424,172
I_kwDOB-71UM5lHWDs
9,326
[bug] urllib3 breaks lightweight components in Vertex AI and kubeflow pipelines with 2.0.x
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[ "Fixed in: https://github.com/kubeflow/pipelines/pull/9323", "This issue is resolved in the latest v1 and v2 releases: [`kfp==1.8.21`](https://pypi.org/project/kfp/1.8.21/) and [`kfp==2.0.0b16`](https://pypi.org/project/kfp/2.0.0b16/).\r\n\r\n**Preferred solution**\r\nPip install and recompile your pipelines with...
2023-05-04T17:38:30
2023-05-04T23:30:14
2023-05-04T22:13:39
MEMBER
null
### Environment kfp[all]==2.0.0b15 # Although the version seems to impact all kfp versions see issue [930](https://github.com/kubeflow/pipelines/issues/9300) * How do you deploy Kubeflow Pipelines (KFP)? Vertex AI Pipelines * KFP version: Vertex AI Pipelines * KFP SDK version: kfp[all]==2.0.0b15 #...
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1,695,939,161
I_kwDOB-71UM5lFfpZ
9,320
[sdk] KeyError: 'custom-training-job' when create_custom_training_job_from_component() is called after creating a pipeline task
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null
[ "I got the same problem and for me the workaround for now has been to declare all the custom training job ops outside of the pipeline definition, as shown here: https://cloud.google.com/vertex-ai/docs/pipelines/request-gcp-machine-resources\r\n\r\nNot the best solution (would prefer to declare them inside the pipel...
2023-05-04T12:44:55
2023-08-30T08:49:00
null
NONE
null
### Environment * KFP SDK version: 2.0.0-beta.15 <!-- Specify the version of Kubeflow Pipelines that you are using. The version number appears in the left side navigation of user interface. To find the version number, See version number shows on bottom of KFP UI left sidenav. --> * All dependency versions: ...
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1,695,175,302
I_kwDOB-71UM5lClKG
9,319
Add a security policy
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2023-05-04T03:12:35
2023-05-05T23:29:55
2023-05-05T23:29:55
NONE
null
Hello 👋 I run a security community that finds and fixes vulnerabilities in OSS. A researcher (@sim4n6) has found a potential issue, which I would be eager to share with you. Could you add a `SECURITY.md` file with an e-mail address for me to send further details to? GitHub [recommends](https://docs.github.com/en/cod...
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[backend] Untracked changes on master after `git clone`
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[ "I was able to reproduce but not the same error message:\r\n\r\n> git clone git@github.com:kubeflow/pipelines.git\r\n> Cloning into 'pipelines'...\r\n> remote: Enumerating objects: 100585, done.\r\n> remote: Counting objects: 100% (2910/2910), done.\r\n> remote: Compressing objects: 100% (1434/1434), done.\r\n> rem...
2023-05-04T01:51:02
2023-05-05T19:32:59
2023-05-05T19:32:59
NONE
null
### Environment On MacOS. ``` ➜ git clone https://github.com/kubeflow/pipelines.git Cloning into 'pipelines'... remote: Enumerating objects: 100317, done. remote: Counting objects: 100% (2590/2590), done. remote: Compressing objects: 100% (1191/1191), done. remote: Total 100317 (delta 1461), reused 2211 (d...
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[sdk] `kfp<=1.8.20` incompatible with `urllib3>=2.0.0`
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[ "This is related to: [request issue](https://github.com/requests/toolbelt/issues/361) I had to start upgrading to 2.0.0b15", "Actually nevermind it also happens in the 2.0.x versions see [issue](https://github.com/googleapis/python-aiplatform/issues/2167)", "This issue is resolved in the latest v1 and v2 releas...
2023-05-03T17:27:05
2023-05-04T22:13:52
2023-05-04T22:13:52
NONE
null
### Environment * KFP version: <!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/installation/overview/. --> * KFP SDK version: 1.8.20 <!-- Specify the version of Kubeflow Pipelines that you are using. The version number appears in the left side nav...
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