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https://api.github.com/repos/kubeflow/pipelines/issues/8313
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1,387,958,970
I_kwDOB-71UM5SupK6
8,313
[sdk] 403 error when API key is auto-refreshed with Out of Cluster kube-context
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[ "Hi @alexlatchford!\r\n\r\nIt seems that the `refresh_token` got expired or removed. Could you logout from your Google account and try repeating the steps you outlined?", "Hey @gkcalat we're on EKS 😅", "@alexlatchford, I am not an AWS expert, but it might have an option to set the expiration of the tokens. @su...
2022-09-27T15:29:08
2022-10-04T21:33:33
null
CONTRIBUTOR
null
### Environment * KFP version: <!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/installation/overview/. --> We run KFP v1.8.1 via KF v1.5.0. * KFP SDK version: <!-- Specify the version of Kubeflow Pipelines that you are using. The version number...
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1,387,804,595
I_kwDOB-71UM5SuDez
8,312
[sdk] <Bug Name>
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2022-09-27T13:49:34
2022-09-29T22:41:28
2022-09-29T22:41:28
NONE
null
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1,386,500,014
I_kwDOB-71UM5SpE-u
8,308
[feature] Container start and end times associated with a Pod
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[ "Hi @ameya-parab, thank you for bringing up this feature request. We recommend using the API from k8s to collect pod info now, and we don't have plans to implement this functionality. Feel free to open this thread if you have more thoughts!" ]
2022-09-26T18:05:01
2022-09-29T22:52:10
2022-09-29T22:52:09
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? We want to track the start and end times of containers within a pod ...
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1,386,037,128
I_kwDOB-71UM5SnT-I
8,307
[bug] Unable to produce pipeline with basic Component I/O
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[ "Hi @MartinRogmann, maybe consider upgrading the kfp SDK to 1.8.14 and see if the error persists? ", "Hi @Linchin, that solved the problem. Thank you" ]
2022-09-26T12:56:54
2022-09-30T08:19:53
2022-09-30T08:19:53
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/. --> Installed kubeflow manifest **v1.6.0-rc.1** with **miniku...
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1,385,145,397
I_kwDOB-71UM5Sj6Q1
8,302
[sdk] KFPv2: Custom Container component set bool default value `False` to `0` which caused runtime failure
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2022-09-25T19:56:04
2023-02-23T19:36:36
2023-02-23T19:36:36
COLLABORATOR
null
### Environment * KFP version: KFP 2.0.0-alpha.4 * KFP SDK version: SDK 2.0.0-beta4 ### Steps to reproduce Create the following custom container component: ``` from kfp.dsl import Input, Output, Artifact, container_component, ContainerSpec @dsl.container_component def create_dataset(experiment_na...
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1,384,498,692
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8,300
[sdk] Unable to import ServiceAccountTokenVolumeCredentials in KFPv2 SDK
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[ "Thank you, @zijianjoy!" ]
2022-09-24T03:09:25
2022-09-26T15:08:13
null
COLLABORATOR
null
### Environment * KFP version: KFP 2.0.0-alpha4 * KFP SDK version: 2.0.0-beta.4 ### Steps to reproduce Follow https://www.kubeflow.org/docs/components/pipelines/v1/sdk/connect-api/#full-kubeflow-subfrom-inside-clustersub to set the default SA token path as empty. But `ServiceAccountTokenVolumeCredentials...
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1,382,977,963
I_kwDOB-71UM5SbpGr
8,294
[feature] Stop recurring run when failed
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[ "This feels like a custom logic that probably shouldn't be part of a scheduling system. Alternatives could be implementing the custom logic yourself either from client side or in component level like using exit handler.", "@chensun I wonder wdym to implement this from client side? Scheduled runs after they are cr...
2022-09-22T20:28:32
2022-09-23T00:51:46
2022-09-22T22:54:31
CONTRIBUTOR
null
### Feature Area /area backend ### What feature would you like to see? Support for stopping recurring runs (or retry N times) if a run fails. ### What is the use case or pain point? At the moment, when a recurring run has a failed run, it will continue scheduling new runs independently of previous sta...
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1,382,464,256
I_kwDOB-71UM5SZrsA
8,292
[feature] Add a progress bar in the DAG UI for long-running tasks
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[ "This is infeasible, as each task is a containerized app. KFP system doesn't have visibility into the progress of a task. \r\nOur suggestion would be use the log workaround as you described.", "ok, thanks for answering." ]
2022-09-22T13:33:29
2022-09-23T08:06:10
2022-09-22T22:47:37
NONE
null
### Feature Area /area frontend /area backend /area sdk ### What feature would you like to see? In the UI displaying the DAG of the pipeline, it would be great to see a progress bar on each task. This would allow to visually see how far the task is to completion. In the code of the component, we could provid...
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1,382,180,542
I_kwDOB-71UM5SYma-
8,291
[sdk] Package version conflict in kfp and google-cloud-pipeline-components
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[ "`google-cloud-pipeline-components` is currently not fully compatible with kfp 2.0*. We're working on the migration, and @chongyouquan may help provide a rough timeline.\r\n", "Any update here?", "Hi, the following `requirements.in` works:\r\n```\r\nkfp==2.0.0b10\r\nproto-plus==1.19.6\r\ngoogleapis-common-proto...
2022-09-22T10:03:22
2023-01-11T08:51:00
null
NONE
null
### Environment * KFP version: 2.0.0b1 ### Steps to reproduce Create a `requirements.in` file: ``` kfp==2.0.0b1 google-cloud-pipeline-components ``` Then run `pip-compile -v requirements.in` ### Result ```Using indexes: https://pypi.org/simple ROUND 1 Current con...
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1,378,737,179
I_kwDOB-71UM5SLdwb
8,283
[backend] metadata-writer cannot save metadata of S3 artifacts with argo v3.1+
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[ "@tktest1234 Are you running on AWS and want to use KFP with S3 as storage backend?\r\n\r\n", "Yes, I install kubeflow1.4 on AWS(EKS) and want to use KFP with S3 as storage backend.\r\nIsn't it expected?", "Hey @tktest1234 please follow the instructions on AWS distribution of Kubeflow to install KFP with S3 as ...
2022-09-20T02:39:36
2022-12-28T03:18:38
null
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? kubeflow 1.4 manifest (git::https://github.com/kubeflow/manifests.git?ref=v1.4.0 ) and manually change config for S3 * KFP version: 1.7.0 (kubeflow 1.4) * KFP SDK version: 1.7.1 ### Steps to reproduce 1. setting to save artifacts to S3...
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1,374,042,311
I_kwDOB-71UM5R5jjH
8,269
Cannot get key for artifact location
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[ "@SeibertronSS, do other pipelines have this error? Have you successfully run a pipeline on this deployment?\r\n\r\nIt seems like there may be an issue with the deployment related to the [minio artifact secret](https://github.com/kubeflow/pipelines/blob/74c7773ca40decfd0d4ed40dc93a6af591bbc190/manifests/kustomize/t...
2022-09-15T07:11:35
2022-09-15T22:52:43
null
NONE
null
### Environment <!-- Please fill in those that seem relevant. --> * How do you deploy Kubeflow Pipelines (KFP)? I deploy the Kubeflow Pipelines (standalone) by Kubeflow Manifests (https://github.com/kubeflow/manifests) * KFP version: 1.7.0 * KFP SDK version: 1.8.2 When I su...
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1,373,732,443
I_kwDOB-71UM5R4X5b
8,267
[sdk] ssl.SSLError: [SSL: WRONG_VERSION_NUMBER] wrong version number
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[ "Feels like something is wrong with your kubernetes/kubeflow setup.\r\nCan you see the pipelines UI or does it also show this error?", "@BroderPeters Thank you very much for your answer. I can see pipelines UI. \r\n\r\nIt's a weird error. The error does not happen to me. It happens to my work colleague sometimes....
2022-09-15T00:20:34
2022-09-15T23:52:59
null
NONE
null
### Environment * KFP version: 1.8.1 * KFP SDK version: 1.6.2 * All dependencies version: kfp 1.6.2 kfp-pipeline-spec 0.1.16 kfp-server-api 1.8.5 ### Steps to reproduce It happens on GCP, on a Kubeflow 1.5 cluster To reproduce you should execute th...
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1,370,642,028
I_kwDOB-71UM5RslZs
8,257
[feature] Allow GCP ModelUploadOp to upload a model version
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[ "/cc @chongyouquan ", "Similarly other Ops that can generate a model (Custom*TrainingJobRunOp, AutoML*TrainingJobRunOp etc) should support adding new versions of a model as well.", "> \r\n\r\n+1", "This should now be supported by the latest release, via the parent_model parameter. Please reopen if you see it'...
2022-09-12T23:21:34
2023-05-31T09:55:18
2023-01-26T17:50:51
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? The ability to upload a Vertex Model version to the model registry ...
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1,369,572,385
I_kwDOB-71UM5RogQh
8,256
[bug] Pipeline metrics Invalid input error: Unknown execution spec
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[ "I'm experiencing the same issue. It seems that the issue was introduced in the alpha.3 release. Metrics are successfully picked up when downgrading the ml-pipeline deployment to the previous image `gcr.io/ml-pipeline/api-server:2.0.0-alpha.2`", "@Tobiasgoerke and myself can reproduce this too. @kimwnasptd @annaj...
2022-09-12T09:36:20
2022-09-26T19:27:53
2022-09-21T17:31:09
NONE
null
### Environment <!-- Please fill in those that seem relevant. --> * How do you deploy Kubeflow Pipelines (KFP)? Kubeflow/manifest v1.6 AKS v1.22 <!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/installation/overview/. --> * KFP vers...
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1,369,054,485
I_kwDOB-71UM5Rmh0V
8,255
[frontend] Can't see log field in UI (SDK v2)
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[ "We do not support main.logs in KFP v2 compatible mode. We are no longer supporting KFP v2 compatible mode.\r\n\r\nWe support main.logs in KFP v1 and are working toward support in KFP v2." ]
2022-09-11T20:24:44
2022-09-15T22:49:39
2022-09-15T22:49:39
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? from kubeflow/manifests v1.4 * KFP version: 1.7.0 ### Steps to reproduce QQ When I try to run a simple pipeline on SDK 2, I don't see the main.log fields in the output artifact. Although I can see the log saved in minio. ![image](https://user-im...
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1,367,373,279
I_kwDOB-71UM5RgHXf
8,252
[bug] GCP ModelBatchPredictOp is never cached
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2022-09-09T06:56:51
2022-09-09T06:56:55
null
NONE
null
### Environment * How do you deploy Kubeflow Pipelines (KFP)? Vertex-AI pipelines * KFP version: I don't know (vertex ai) * KFP SDK version: 1.8.12 ### Steps to reproduce Create a pipeline that uses the ModelBatchPredictOp, and run it several times. The task is never cached, but systematically executed...
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1,363,758,041
I_kwDOB-71UM5RSUvZ
8,242
[feature] Allow Filtering On Pipeline ID for List Runs Api Endpoint
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[]
null
[ "/cc @Linchin\r\n\r\n" ]
2022-09-06T20:05:43
2022-09-08T22:46:11
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? Extend the api endpoint for listing runs to allow selecting or filter...
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1,361,857,532
I_kwDOB-71UM5RLEv8
8,240
when using the emissary executor you must either explicitly specify the command, or list the image's command in the index: https://argoproj.github.io/argo-workflows/workflow-executors/#emissary-emissary[bug] <Bug Name>
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[ "using kubeflow , machine learning model deployed in to kubernetes,then i'm getting the attached error message", "Hello @kotalakshman ,\r\n\r\nThere are multiple information in here, I am assuming you are using container component in your pipeline:\r\n\r\n1. In the issue title, this is by design because you need ...
2022-09-05T12:20:37
2022-09-08T23:04:39
2022-09-08T23:04:38
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/. --> * KFP version: 1.7.1 <!-- Specify the version of Kubeflo...
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1,359,557,825
I_kwDOB-71UM5RCTTB
8,236
[bug] Disabling caching for a step by set_caching_options lead to disabling caching for subsequent steps
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[ "Hello @ysk24ok \r\n\r\n1. It is likely that `download_task` generates new output every time, even if the content is the same. As a result, if the upstream is not cached, then the downstream task will not be able to use cache.\r\n2. We have deprecated V2_COMPATIBLE mode, please use 2.0.0-XXX and remove the use of `...
2022-09-02T00:02:18
2022-09-08T23:00:28
null
CONTRIBUTOR
null
I'm not sure if it's a bug or an expected behavior, but let me mark as a bug for now. ### Environment <!-- Please fill in those that seem relevant. --> * How do you deploy Kubeflow Pipelines (KFP)? full Kubeflow deployment <!-- For more information, see an overview of KFP installation options: https://www.k...
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https://api.github.com/repos/kubeflow/pipelines/issues/8230
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1,358,783,253
I_kwDOB-71UM5Q_WMV
8,230
[bug] Kubeflow Pipeline UI not rendering Pipeline Metrics (again?)
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[ "Ignore. I found that the value inside the metrics json was screwed up.. I was passing a dict unintentionally in one of the metric where I had to pass the number.\r\n\r\nI think KFP Compiler can show this as warning when ml-pipeline metrics doesn't have an expected return output schema (or it can be shown in UI so ...
2022-09-01T12:39:16
2022-09-01T22:55:36
2022-09-01T22:55:36
NONE
null
### Environment <!-- Please fill in those that seem relevant. --> * How do you deploy Kubeflow Pipelines (KFP)? Ans: Full Kubeflow Deployment * KFP version: For some reason the sidebar shows : **build version dev_local** but was installed using YAMLs at: https://github.com/kubeflow/manifests Docker Imag...
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1,357,755,047
I_kwDOB-71UM5Q7bKn
8,224
[backend] metadata-grpc-deployment cannot connect to mysql
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[ "Hi @jielou !\r\nCould you please try a newer version of KFP standalone deployment (e.g. 1.8.5) and let us know if you still encounter the problem.", "@gkcalat Hi. I tried to install 1.8.5, but `metadata-grpc-deployment` still failed. Logs showed `MetadataStore cannot be created with the given connection config`....
2022-08-31T19:15:15
2022-10-07T15:45:38
null
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? follow the standalone deployment doc, but run `kubectl create -k platform-agnostic' instead. * KFP version: 1.5 * KFP SDK version: NA * EKS cluster k8s version: 1.19 ### Steps to reproduce I follow the guideline the deploy the standalone ...
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1,354,090,761
I_kwDOB-71UM5QtckJ
8,205
[feature] import python function in component
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[ "Which SDK version are you using?\r\n\r\nIn both KFP v1 (v2 namespace) and KFP v2, this is provided by the containerized component functionality. Try `kfp component build --help` on the command line and view the reference docs for `kfp.v2.dsl.component` and `kfp.dsl.component` in v1 and v2, respectively. Reference ...
2022-08-29T10:51:27
2022-12-27T17:05:26
2022-12-27T17:05:05
NONE
null
for example: I have a file utils.py which defined some functions. How can I import those functions in my components? Any ideas?
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1,353,271,685
I_kwDOB-71UM5QqUmF
8,203
[sdk] Can't use pipeline's input object in dsl.Condition
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[ "Thanks for reporting this @ittus. This is a known bug.", "Any update on this? We'd like to use the dsl.Condition to trigger some alert ops and can't whilst this is open.", "This has not yet been fixed in KFP v1.\r\n\r\nThis was fixed at least as early as `kfp==2.0.0b1`. The following runs without issue:\r\n\r\...
2022-08-28T07:22:29
2023-02-01T02:50:31
null
CONTRIBUTOR
null
### Environment <!-- Please fill in those that seem relevant. --> * How do you deploy Kubeflow Pipelines (KFP)? Full Kubeflow deployment * KFP version: 1.8.1 * KFP SDK version: 1.8.12 ### Steps to reproduce ```python @dsl.pipeline(name="Test pipeline", description=__doc__) def test_pipeline( ...
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1,352,355,575
I_kwDOB-71UM5Qm073
8,201
[sdk] sdk documentation of kfp.v2
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[ "@verhoek, thanks for raising this. We are working on a significant documentation refresh that should help with this. In the meantime, maybe I can help here.\r\n\r\nWhich version of the SDK are you using?\r\n\r\n> Some functionality from the package kfp.v2.google seems to be referenced on the web/from the vertex ai...
2022-08-26T14:35:40
2023-04-04T17:52:25
2023-04-04T17:52:25
NONE
null
I am having difficulties regarding the documentation of the python SDK of pipelines, in particular the kfp.v2 package of the 1.8.x releases. Some functionality from the package kfp.v2.google seems to be referenced on the web/from the vertex ai docu, yet I cannot find any official referenced documentation of it from th...
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1,351,897,426
I_kwDOB-71UM5QlFFS
8,200
[backend] Metadata writer pod always restarting
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[ "Hello @andre-lx , does this issue happen during start-up time, or does it happen when you are running specific pipeline? If there is more information about how to reproduce this issue, it will help us to investigate the problem. \r\n\r\n/assign @chensun ", "> Hello @andre-lx , does this issue happen during start...
2022-08-26T07:53:41
2023-05-16T20:08:33
null
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Manifests in k8s * K8S Version: 1.21 * KFP version: 1.8.1/1.8.2/1.8.3/1.8.4 ### Steps to reproduce Hi. Since release 1.8.1 (can't be sure about older versions) our metadata-writer pod is always restarting infinitely with the following ...
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1,349,923,063
I_kwDOB-71UM5QdjD3
8,189
[backend] Cannot list artifacts
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[ "Have you checked that both `ml-pipeline-ui` deployment in `kubeflow` namespace and the `ml-pipeline-ui-artifact` deployment in user namespaces are all using `ml-pipeline/frontend:1.8.1`?", "@zijianjoy Yes, I have\r\n\r\n```\r\nName: ml-pipeline-ui\r\nNamespace: kubeflow\r\nCreation...
2022-08-24T19:28:06
2023-09-13T08:24:47
null
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Using https://www.kubeflow.org/docs/distributions/gke/deploy/upgrade/ * KFP version: ml-pipeline/frontend:1.8.1 ml-pipeline/api-server:1.8.1 ### Steps to reproduce Upgrade from Kubeflow 1.3 to Kubeflow 1.5 allows to replicate the pro...
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1,347,536,775
I_kwDOB-71UM5QUceH
8,185
[feature] add delete button for runs to KFP UI
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[ "Hi @tingshua-yts , you can archive the runs first and then delete them in the archived list." ]
2022-08-23T08:19:39
2022-08-25T22:47:17
2022-08-25T22:47:17
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? ![image](https://user-images.githubusercontent.com/57979478/186108318...
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8,184
[backend] disabling task caching doesn't appear to work
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null
[ "I think this is because this function only works when using SDK V2.\r\n\r\nTo disable the cache for a component in V1, use:\r\n\r\n```python\r\ncontainer_op.execution_options.caching_strategy.max_cache_staleness = \"P0D\"\r\n```", "Thanks! That appears to work.", "> Thanks! That appears to work.\r\n\r\nPlease ...
2022-08-23T07:05:07
2022-09-06T10:20:22
2022-09-06T10:20:22
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? ``` $ kubectl version --short Client Version: v1.24.4 Kustomize Version: v4.5.4 Server Version: v1.20.2 ``` - minikube v1.18.1 - kubernetes v1.20.2 <!-- For more information, see an overview of KFP installation options: http...
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1,345,406,619
I_kwDOB-71UM5QMUab
8,176
[sdk] Missing outputs field in generated component yaml
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[ "Close as this is resolved by updating the kfp SDK to v1.8.13 and above. Seems like a minor bug in the v1 to v2 migration that got fixed." ]
2022-08-21T07:09:12
2022-08-22T15:22:17
2022-08-22T15:21:00
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: 1.8.3 <!-- Specify the version of Kubeflow Pipelines that you are using. The version number appears in the left side navig...
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1,345,405,364
I_kwDOB-71UM5QMUG0
8,175
[backend] <Bug Name>TypeError: compile() got an unexpected keyword argument 'pipeline_parameters'
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null
[ "Hi @r-matsuzaka, \r\n\r\nSorry about the confusion here. The doc you referred to is about KFP v1, and the master branch code is about KFP v2. The code for v1 can be found in the `sdk/release-1.8` branch: https://github.com/kubeflow/pipelines/blob/0ad4cdfaabebbb566dad2b9523267d886942f2ad/sdk/python/kfp/compiler/com...
2022-08-21T07:02:29
2022-08-25T23:05:40
2022-08-25T23:05:39
NONE
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/. --> - minikube latest (kubernets 1.21.14) - kustomize 3.2.0 - kubectl 1.21.14 - kubeflow/manifests v1.6-branc...
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1,344,856,124
I_kwDOB-71UM5QKOA8
8,171
[backend] Use the taskInfo name to find artifact
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2022-08-19T20:10:55
2022-08-19T20:10:55
null
CONTRIBUTOR
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Kubeflow Pipelines Standalone * KFP version: 2.0.0-alpha.3 * KFP SDK version: 2.0.0b2 <!-- Specify the output of the following shell command: $pip list | grep kfp --> ### Steps to reproduce 1. Open https://github.com/kubeflow/pipelines...
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1,343,011,553
I_kwDOB-71UM5QDLrh
8,166
[sdk] Not able to parse `JsonObject` type input correctly
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2022-08-18T12:13:47
2022-08-18T22:42:52
null
NONE
null
### Environment * KFP version: 1.8.12 GCP Vertex AI pipelines. * KFP SDK version: GCP Vertex AI pipelines. * All dependencies version: ```shell kfp 1.8.12 kfp-pipeline-spec 0.1.16 kfp-server-api 1.8.4 ``` ```shell google-cloud-pipeline...
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1,342,431,886
I_kwDOB-71UM5QA-KO
8,165
[bug] Recurring runs not working after re-installing kubeflow-pipelines modules
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[ "I figured out that registering a recurring run creates a scheduled workflow crd instance. Removing the pipeline modules from the k8s cluster, also destroyed those crd instances, so the remaining metadata is meaningless. Is there a safer and more efficient way to upgrade the kubeflow-pipeline module without losing ...
2022-08-18T01:17:17
2022-08-25T22:44:07
2022-08-25T22:44:07
NONE
null
### Environment <!-- Please fill in those that seem relevant. --> * How do you deploy Kubeflow Pipelines (KFP)? Using Kubeflow 1.5.1 on EKS and it is updated from version 1.3.1 I did `kustomize build apps/pipeline | kubectl delete -f -` and `kustomize build apps/pipeline | kubectl apply -f -` registerin...
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1,342,377,594
I_kwDOB-71UM5QAw56
8,164
[bug] <kubeflow/pipelines mysql && workflow-controller pods failing 'Running' stuck in 'Pending' State with several other pods crashing consistently on Apple M1 architecture Deployed in Kind>
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2022-08-17T23:17:15
2022-08-17T23:17:15
null
NONE
null
### Environment <!-- Please fill in those that seem relevant. --> * How do you deploy Kubeflow Pipelines (KFP)? Deploy in Kind --image kindest/node:v1.21.2 (Apple M1 Silicon Architecture BigSur) <!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/insta...
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1,341,662,790
I_kwDOB-71UM5P-CZG
8,159
[sdk] Incompatibility between conditionals in component definitions and google-cloud-pipeline-components
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[]
2022-08-17T12:05:54
2022-08-18T22:34:14
null
NONE
null
### Environment * KFP version: 1.8.12 * All dependencies version: <!-- Specify the output of the following shell command: $pip list | grep kfp --> kfp 1.8.12 kfp-pipeline-spec 0.1.16 kfp-server-api 1.8.4 ### Steps to reproduce Run...
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1,340,854,745
I_kwDOB-71UM5P69HZ
8,155
Critical CVEs found in gcr.io/ml-pipeline/visualization-server:1.8.4
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null
[ "@andresmascl, thank you for your contribution!\r\n\r\nAs these vulnerabilities are not marked as critical on GCR, we will keep this in backlog for now.", "Closing this as we have released KFP v2.0.0" ]
2022-08-16T20:37:31
2023-08-04T23:01:52
2023-08-04T23:01:52
NONE
null
### Environment Critical CVEs reported by the `anchore` scanning service: CVE-2020-36242, GHSA-57wx-m983-2f88, GHSA-8vj2-vxx3-667w, GHSA-9j59-75qj-795w , GHSA-cq27-v7xp-c356, GHSA-h6gw-r52c-724r , GHSA-pw3c-h7wp-cvhx * KFP version: `1.8.4` ### Materials and Reference ![image](https://user-images.github...
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1,340,852,010
I_kwDOB-71UM5P68cq
8,154
Critical CVEs found in gcr.io/ml-pipeline/frontend:1.8.4
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null
[ "@andresmascl, thank you for your contribution!\r\n\r\nAs these vulnerabilities are not marked as critical on GCR, we will keep this in backlog for now.", "Closing this as we have released KFP v2.0.0" ]
2022-08-16T20:34:35
2023-08-04T23:01:27
2023-08-04T23:01:27
NONE
null
### Environment Critical CVEs found by the `anchore` scanning service: CVE-2020-3681, CVE-2022-28391, GHSA-896r-f27r-55mw, GHSA-xvch-5gv4-984h, * KFP version: `1.8.4` ### Materials and Reference ![image](https://user-images.githubusercontent.com/26497935/184979777-70e25b06-a681-4654-84a6-7fb5973711f8...
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1,340,844,134
I_kwDOB-71UM5P66hm
8,153
Critical CVEs found in gcr.io/ml-pipeline/metadata-writer:1.8.4
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null
[ "@andresmascl, thank you for your contribution!\r\n\r\nAs these vulnerabilities are not marked as critical on GCR, we will keep this in backlog for now.", "Resolving as we have released v2.0.0" ]
2022-08-16T20:26:18
2023-08-04T22:09:46
2023-08-04T22:09:46
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Critical Vulnerabilities reported by `anchore` : CVE-2015-20107, CVE-2017-18342, CVE-2021-30473, CVE-2021-30474, CVE-2021-30475, GHSA-8q59-q68h-6hv4 * KFP version: `1.8.4` ### Materials and Reference ![image](https://user-images.githubuse...
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1,337,255,332
I_kwDOB-71UM5PtOWk
8,141
[feature] Print deep links outside of Jupyter notebooks
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2022-08-12T14:08:39
2022-09-09T00:00:30
2022-09-09T00:00:30
CONTRIBUTOR
null
### Feature Area /area sdk ### What feature would you like to see? Currently, `client.py` has 5 blocks that look like this: ```python if self._is_ipython(): import IPython html = \ f'<a href="{self._get_url_prefix()}/#/experiments/details/{experiment.id}" targ...
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1,335,040,025
I_kwDOB-71UM5PkxgZ
8,133
[frontend] Inaccurate two-level dropdown selection
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2022-08-10T18:47:09
2022-08-10T18:48:52
null
CONTRIBUTOR
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Kubeflow Pipelines Standalone * KFP version: 2.0.0-alpha.3 ### Steps to reproduce 1. Create a run which has two Confusion Matrix artifacts of the same type on the same execution - One artifact has the name `Artifact ID #<id>`, and th...
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1,335,029,616
I_kwDOB-71UM5Pku9w
8,132
[frontend] Dropdown and HTML / Markdown artifacts are misaligned
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2022-08-10T18:38:40
2023-01-18T10:29:44
null
CONTRIBUTOR
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Kubeflow Pipelines Standalone * KFP version: 2.0.0-alpha.3 ### Steps to reproduce 1. Go to the "Runs" tab on KFP 2. Select multiple runs which have HTML or Markdown artifacts, and click "Compare Runs" 3. Select the "HTML" or "Markdown...
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1,335,004,298
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8,131
[frontend] Address KFPv2 Run Comparison page scalability
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2022-08-10T18:18:40
2022-08-11T18:25:26
null
CONTRIBUTOR
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Kubeflow Pipelines Standalone * KFP version: 2.0.0-alpha.3 ### Steps to reproduce 1. Go to the "Runs" tab on KFP 2. Select multiple runs which have many artifacts (for instance, some over 100+), and click "Compare Runs" ### Expected...
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8,130
[frontend] Clarify the two-level dropdown naming schema
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2022-08-10T18:10:12
2022-08-10T18:32:09
null
CONTRIBUTOR
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Kubeflow Pipelines Standalone * KFP version: 2.0.0-alpha.3 ### Steps to reproduce 1. Go to the "Runs" tab on KFP 2. Select multiple runs which have Confusion Matrices, and click "Compare Runs" 3. Select the "Confusion Matrix" tab unde...
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1,334,987,608
I_kwDOB-71UM5PkktY
8,129
[frontend] Confusion matrix unnecessary spacing
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2022-08-10T18:03:41
2022-08-10T18:31:49
null
CONTRIBUTOR
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Kubeflow Pipelines Standalone * KFP version: 2.0.0-alpha.3 ### Steps to reproduce 1. Go to the "Runs" tab on KFP 2. Select multiple runs which have Confusion Matrices, and click "Compare Runs" 3. Select the "Confusion Matrix" tab unde...
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1,333,948,492
I_kwDOB-71UM5PgnBM
8,126
[feature] Implement comprehensive unit tests for the KFP SDK Client class
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[ "Hi @droctothorpe feel free to contribute ? JFYI, here're some example code on how we tested the v2 Vertex client (which was moved out of KFP package in the master branch): https://github.com/kubeflow/pipelines/tree/sdk/release-1.8/sdk/python/kfp/v2/google/client" ]
2022-08-10T01:28:47
2022-08-11T22:54:28
null
CONTRIBUTOR
null
### Feature Area /area sdk ### What feature would you like to see? We would like to see comprehensive unit tests for the KFP SDK [Client](https://github.com/kubeflow/pipelines/blob/master/sdk/python/kfp/client/client.py#L82) class to improve confidence in code changes. The existing coverage looks [quite spars...
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https://api.github.com/repos/kubeflow/pipelines/issues/8125
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1,333,944,091
I_kwDOB-71UM5Pgl8b
8,125
[feature]Add a KubeFlow pipeline for TensorFlowJS/JavaScript
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[ "Hi @shivaylamba, KFP support running containerized app, meaning you can always package your code into a container, and we support running any container as a KFP component. Would that work for your case?", "/cc @zichuan-scott-xu " ]
2022-08-10T01:20:30
2022-08-11T22:50:16
null
NONE
null
### Feature Area <!-- Uncomment the labels below which are relevant to this feature: --> /area javascript /area samples /area pipelines ### What feature would you like to see? We would like to see a dedicated pipeline for TensorFlowJS or even a pipeline for JavaScript. Today TensorFlowJS is being used...
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1,333,774,038
I_kwDOB-71UM5Pf8bW
8,121
[frontend] Table sort mechanism broken on multiple tabs
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2022-08-09T20:50:06
2022-08-09T20:50:06
null
CONTRIBUTOR
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Kubeflow Pipelines Standalone * KFP version: `HEAD` ### Steps to reproduce 1. Go to the `Runs`, `Artifacts`, or `Executions` tab on KFP 2. Try to sort by any of the desired and sortable columns ### Expected result You should see ...
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1,333,206,696
I_kwDOB-71UM5Pdx6o
8,119
[sdk] kfp==2.0.0b1 is incompatible with google-cloud-pipeline-components
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[ "Hi @GytisBraz , this is a known issue and we're working on migrating `google-cloud-pipeline-components` to be compatible with kfp 2.0.", "any updates on this? Also will there be any breaking changes?", "Interested a solution", "Any updates? This incompatibility is impacting me quite badly as a new user. We a...
2022-08-09T12:45:53
2023-04-05T17:04:05
null
NONE
null
### Environment * KFP version: `2.0.0b1` <!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/installation/overview/. --> ### Steps to reproduce `pip3 install kfp==2.0.0b1` followed by `pip3 install google-cloud-pipeline-components` ### Expe...
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1,332,686,916
I_kwDOB-71UM5PbzBE
8,117
[sdk] SlicedClassificationMetrics Artifact load_confusion_matrix has incorrect call
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2022-08-09T04:17:56
2022-08-11T22:45:43
null
NONE
null
### Environment * KFP version: N/A * KFP SDK version: `1.8.13` ### Steps to reproduce Use a `SlicedClassificationMetrics` Artifact and try to call `load_confusion_matrix`. Internally this calls `log_confusion_matrix_cell` on the `ClassificationMetrics` object instead of `log_confusion_matrix`, which resul...
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1,332,053,763
I_kwDOB-71UM5PZYcD
8,111
[frontend] Artifact API Does not support S3 Regions
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[ "My bad, I've found that it actually uses `AWS_REGION` variable here: https://github.com/kubeflow/pipelines/blob/e8abec24fed4c4f8be6f527207b1cec9811ce3e7/frontend/server/configs.ts#L129. Will add that to deployment to test if it works", "It works as expected if I specify `AWS_REGION`, `AWS_SECRET_ACCESS_KEY`, and...
2022-08-08T15:39:02
2022-09-01T13:57:30
null
NONE
null
<img width="1727" alt="Screenshot 2022-08-08 at 18 16 17" src="https://user-images.githubusercontent.com/832185/183455928-0c6c6c10-da25-4c2b-b19f-13573e43bafe.png"> <img width="1719" alt="Screenshot 2022-08-08 at 18 16 02" src="https://user-images.githubusercontent.com/832185/183455906-ba856df3-d657-4bbb-922f-572c7f...
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https://api.github.com/repos/kubeflow/pipelines/issues/8104
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1,328,941,966
I_kwDOB-71UM5PNguO
8,104
[feature] Make managing the artifact storage and cache available in the UI
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[ "Is it also possible to do this from the runs page? E.g. if you delete a run it tries to delete the artifacts and if you delete an experiment it deletes all runs and therefore all corresponding artifacts. This is what most datascientists expect when they delete a run. You are using ml-metadata which is not namespac...
2022-08-04T17:05:33
2022-08-23T09:20:52
null
NONE
null
I'd like users to be able to manage the artifacts their pipelines have created. This involves disabling or invalidating the cache for certain artifacts so that a pipeline can be re-executed without having to touch code. I've first mentioned this feature [here](https://github.com/kubeflow/pipelines/issues/7939#issue...
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https://api.github.com/repos/kubeflow/pipelines/issues/8103
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1,328,918,911
I_kwDOB-71UM5PNbF_
8,103
[backend] JSONDecodeError: in BigQuery `bigquery_create_model_job` execution
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[ "Hi Team,\r\nany suggestions here?" ]
2022-08-04T16:47:19
2022-08-08T15:36:08
null
NONE
null
### What steps did you take ### Executing big query create model functionality through pipeline using image: gcr.io/ml-pipeline/google-cloud-pipeline-components:1.0.13 command: [python3, -u, -m, google_cloud_pipeline_components.container.v1.gcp_launcher.launcher] with type: `BigqueryCreateModelJob`, Also foll...
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1,326,753,840
I_kwDOB-71UM5PFKgw
8,097
[sdk] Compilation with V2_COMPATIBLE mode fails when inputPath/outputPath name contains an empty space
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[ "Hi @ysk24ok. We no longer support v2-compatible mode. If you'd like to use this compilation style, please consider using the official KFP v2 pre-release (`pip install kfp --pre`). Otherwise, please use a name without a space for v2 compatible mode.", "> please use a name without a space for v2 compatible mode. ...
2022-08-03T06:42:59
2022-08-24T05:37:13
null
CONTRIBUTOR
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: 1.8.13 <!-- Specify the version of Kubeflow Pipelines that you are using. The version number appears in the left side navi...
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https://api.github.com/repos/kubeflow/pipelines/issues/8096
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1,326,701,089
I_kwDOB-71UM5PE9oh
8,096
container not ready status showing
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[]
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[ "@kotalakshman, could you please provide some more information or screenshots to help us diagnose this issue?", "issue got resolved.\r\n\r\nThanks" ]
2022-08-03T05:33:06
2022-08-09T05:22:32
2022-08-09T05:22:32
NONE
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/. --> * KFP version: 1.7.1 <!-- Specify the version of Kubeflow Pipelines that you are using. The version number ap...
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1,326,656,451
I_kwDOB-71UM5PEyvD
8,095
[bug] TypeError: Object of type PipelineParam is not JSON serializable
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[ "Hi @lightingghost. Using a component within a list comprehension is not a permitted component usage pattern in the KFP SDK and will result in unpredictable behavior. This is the source of the error.\r\n\r\n`outputs = {i: compute(i).output for i in range(10)}`" ]
2022-08-03T04:18:31
2022-08-04T22:46:55
2022-08-04T22:46:55
NONE
null
### Environment <!-- Please fill in those that seem relevant. --> * KFP SDK version: 1.8.13 ### Steps to reproduce ``` import kfp import kfp.v2.dsl as dsl @dsl.component def compute(x: int) -> int: return x @dsl.component def print_op(results: dict): print(results) @dsl.pipeline(nam...
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1,326,651,262
I_kwDOB-71UM5PExd-
8,094
[feature] Nested component
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[ "Hi @lightingghost. Thanks for your feature request. This is concept of using a pipeline as a task is actually currently in development. You can look forward to this in an upcoming release.", "heyyyy @connor-mccarthy, are there any updates or planned release date for that particular feature?\r\nHow could we help ...
2022-08-03T04:10:03
2023-08-30T17:14:25
2023-03-21T17:48:59
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? I would like to be able to do nested call to components, for example ...
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1,324,028,715
I_kwDOB-71UM5O6xMr
8,087
failed to authenticate with kubeflow pipeline [bug] <HTTP 500 error>
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[ "the second error message :\r\n\r\n HTTP response body: {\"error\":\"Internal error: Unauthenticated: Request header error: there is no user identity header.: Request header error: there is no user identity header.\\nFailed to authorize with API resource references\\ngithub.com/kubeflow/pipelines/backend/src/common...
2022-08-01T08:23:46
2022-08-15T09:12:42
null
NONE
null
* How do you deploy Kubeflow Pipelines (KFP)? Kubeflow is deployed on MiniKF locally downloaded on windows using vagrant and Virtual Box downloading steps : [here](https://v0-7.kubeflow.org/docs/started/workstation/getting-started-windows/) * KFP version: i cant fin it, neither on the dahsboard nor on the min...
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1,320,093,507
I_kwDOB-71UM5OrwdD
8,076
[bug] Kubeflow Pipelines Standalone Kustomize incompatible with K8s 1.22+
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[ "I suspect that upgrading from KFP 1.7.1 fixes this. Never mind.", "Hi, Im facing the same issue with Kubernetes 1.22, doesnt seem like KFP 1.7.1+ fixes this" ]
2022-07-27T20:34:01
2023-05-03T10:03:40
2022-07-27T20:42:12
NONE
null
KFP Kustomize setup does not work with Kubernetes 1.22+. The [kustomization.yaml](https://github.com/kubeflow/pipelines/blob/master/manifests/kustomize/cluster-scoped-resources/kustomization.yaml) references an API that was removed (apiextensions.k8s.io/v1beta1). ### Environment * How do you deploy Kubeflow Pip...
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1,319,210,049
I_kwDOB-71UM5OoYxB
8,074
[feature] Add authorization to all functions in ReportServer
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[ "cc: @juliusvonkohout ", "/assign @difince ", "For the next KFP meeting ;-)", "Hello @difince , the `ReportWorkflow` and `ReportScheduledWorkflow` are used by single persistent-agent instance for monitoring the status of workflow. persistent-agent itself cannot and shouldn't authenticate as a user. \r\n/assig...
2022-07-27T08:33:39
2023-08-17T19:23:24
2023-08-17T19:23:24
MEMBER
null
### Feature Area There are two API-server endpoints that still miss authorization - [ReportWorkflow](https://github.com/kubeflow/pipelines/blob/d48776fb2d9752ca48af14ea6256791d2b167a71/backend/src/apiserver/server/report_server.go#L32) and [ReportScheduledWorkflow](https://github.com/kubeflow/pipelines/blob/d48776fb2d...
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1,316,994,341
I_kwDOB-71UM5Of70l
8,067
[question] How does `importer` work under the hood?
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null
[ "/assign @chensun ", "I'm not certain if the current KFP backend implementation on importer is correct or complete at this point. Concept-wise, importer doesn't download an artifact per se, it only retrieves or registers (if not found) an artifact record from MLMD. \r\nIt is launcher that handles downloading from...
2022-07-25T15:19:13
2022-08-09T22:12:36
2022-08-09T22:12:36
CONTRIBUTOR
null
I'm trying to find/understand the underlying Argo YAML for an `importer`. Is https://github.com/kubeflow/pipelines/blob/3e734ed19146f569e910f75627d12239ec2e86dc/backend/src/v2/compiler/argocompiler/testdata/importer.yaml the right place to look (for an example, of how https://github.com/kubeflow/pipelines/blob/c6125ffc...
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1,314,925,604
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8,061
[bug] open /tmp/outputs/Output/data: permission denied
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[ "Hello @szymonbcoding, `V2_COMPATIBLE` is not supported any more. You can start using KFP SDK 2.0.0-beta and see if this resolves your problem. Note that there are breaking changes when you use the new v2.0+ SDK. Breaking change: https://docs.google.com/document/d/1nCUUVRXexXbQ0LDkGHsMIBDSu1WvJA9Upy1JzybNVMk/edit",...
2022-07-22T12:08:01
2023-02-22T17:43:49
null
NONE
null
### Environment <!-- Please fill in those that seem relevant. --> * How do you deploy Kubeflow Pipelines (KFP)? with Kubeflow on prem * KFP version: No info, just "Build: dev local | Dashboard v0.0.2- | Isolation-Mode: multi-user" in left corner of Kubeflow UI. I got non-admin access to Kubeflow platform. ...
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This step is in Error state with this message: Error (exit code 1): failed to put file: You did not provide the number of bytes specified by the Content-Length HTTP header.
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[ "/assign @Linchin \r\n\r\nIt might be something related to argoworkflow: https://github.com/argoproj/argo-workflows/issues?q=is%3Aissue+%22+failed+to+put+file%22+is%3Aclosed.", "We deployed a Kubeflow system with Minio on a NFS Storage and the same error happened.\r\nIt might be related to slow disk speed on Mini...
2022-07-22T05:44:30
2023-08-28T20:58:53
null
NONE
null
My pipeline contains several components, these components have OutputPath type variables, so there will be files stored in minio, but when running, a random component will generate an error: `This step is in Error state with this message: Error (exit code 1): failed to put file: You did not provide the number of byte...
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1,311,620,760
I_kwDOB-71UM5OLb6Y
8,053
[feature] Re-enable extra_code parameter for Python components.
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null
[ "/assign @connor-mccarthy ", "@casassg, thanks for creating this issue. Since our previous discussion, I want to provide a bit more context about how this functionality will be supported in the v2 KFP SDK, but through a slightly different approach than the `extra_code` parameter.\r\n\r\nIn v2, we're adding suppor...
2022-07-20T18:02:17
2022-07-22T17:18:31
null
CONTRIBUTOR
null
### Feature Area /area sdk ### What feature would you like to see? In KFP v1, there's an option to extend lightweight python components via `extra_code` which enables to have non-primitive values as defaults supported. However in KFPv2 this seems to be largely unsupported. Even in KFP v1, seems to be di...
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1,310,920,049
I_kwDOB-71UM5OIw1x
8,052
[feature] Ability to add Runtime Class name to Kubeflow Pipeline
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null
[ "Hi @jayanthp-intellect, can you provide the reference for changing the default Runtime?", "/assign @chensun ", "@jlyaoyuli Refer to the following containerd config file auto-generated and managed by KOPS 1.23.x ([KOPS GPU support](https://github.com/kubernetes/kops/blob/master/docs/gpu.md)). This is on a GPU n...
2022-07-20T11:45:08
2023-04-12T10:33:59
null
NONE
null
### Feature Area /area backend /area sdk ### What feature would you like to see? Would like to have a separate method in kfp py package to add Runtime class (https://kubernetes.io/docs/concepts/containers/runtime-class/) to KF Pipeline Config and/or KFP Components. This is already supported in kubernetes py pac...
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I_kwDOB-71UM5OG82k
8,051
Not able to use Kubeflow PyTorchJob launcher as a Kubeflow Pipeline component - Always waiting
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[ "anyone else faced this issue ?", "/cc @jagadeeshi2i Would you like to help with this issue? Thank you!", "@kanwaljitkhurmi did the launcher start worker and master pods ? Can you share the logs or describe the pod.\r\n\r\nI could launch pytorch job for the example - https://github.com/kubeflow/pipelines/blob/m...
2022-07-20T05:08:37
2022-08-16T06:13:16
null
NONE
null
### Environment <!-- Please fill in those that seem relevant. --> * How do you deploy Kubeflow Pipelines (KFP)? As part of the Kubeflow Manifest 1.4 * KFP version: * KFP SDK version: 1.8.4 ### Steps to reproduce Trying to use Kubeflow PyTorchJob launcher component in the kubeflow pipeline ,however ...
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1,306,982,279
I_kwDOB-71UM5N5veH
8,038
Unable to set memory for a Kubeflow component using yaml
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null
[ "In the interim, it appears that I can set the memory in the pipeline json.", "/assign @chensun ", "Hi @patrickmead, are you using KFP SDK v1.8.*? \r\nYou can still set memory limit for components load from file. Example:\r\nhttps://github.com/kubeflow/pipelines/blob/d5bc8ddd6250d90b38cff5759e856f73e71e7d03/sdk...
2022-07-17T04:14:45
2022-07-28T23:09:37
null
NONE
null
I'm using yaml for my Kubeflow components which run on Vertex AI. I know that I have alternatives for creating components such as the python SDK, but I would like to use yaml directly if possible (rather than generating it). I see methods like set_memory_limit and set_memory_request for the ContainerOp but when I use...
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1,305,520,428
I_kwDOB-71UM5N0Kks
8,034
[frontend] Couldn't get Logs, Pod, and Events of any pipeline components in Runs
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[ "There is a similar issue https://github.com/kubeflow/kubeflow/issues/5605 \r\nAfter updating kubernetes-client, it works in his case, but for me, even though I upgraded it to 0.11.2 which supports IPv6, it didn't work.", "Hi @vsk2015 , do you have any idea about this issue?", "Hi @ConverJens , do you have any ...
2022-07-15T03:11:38
2022-12-27T06:06:11
2022-07-21T11:25:17
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Following https://github.com/kubeflow/manifests/tree/v1.3.1 * Versions: Kubeflow:1.3.1, Pipeline:1.5.1, "@kubernetes/client-node": "^0.11.2". Original version is "^0.8.2", tried to upgrade to "^0.11.2", but still the same errors. "portable-fetch...
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1,302,410,636
I_kwDOB-71UM5NoTWM
8,014
[feature] Add primary key to DB tables
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[ "/assign @Linchin ", "@ca-scribner Hi, we do create each DB with a column as primary key, see examples [here](https://github.com/kubeflow/pipelines/blob/061905b6df397c40fbcc4ffafa24d7b3b9daf439/backend/src/apiserver/model/run.go#L26) and [here](https://github.com/kubeflow/pipelines/blob/061905b6df397c40fbcc4ffafa...
2022-07-12T17:28:22
2022-07-26T09:03:18
2022-07-26T09:03:18
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? That kfp create [its database](https://github.com/kubeflow/pipelines/...
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1,301,678,349
I_kwDOB-71UM5NlgkN
8,012
[bug] executor attempts to kill already terminated kfp-launcher init container
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[ "Hi @jazzsir , can you provide what kubernetes version you used? We are moving toward the emissary executor. Here is the doc for executor: https://www.kubeflow.org/docs/components/pipelines/installation/choose-executor/" ]
2022-07-12T07:49:14
2022-07-21T22:44:57
null
NONE
null
### Environment <!-- Please fill in those that seem relevant. --> * How do you deploy Kubeflow Pipelines (KFP)? [standalone-deployment](https://www.kubeflow.org/docs/components/pipelines/installation/standalone-deployment/#deploying-kubeflow-pipelines) <!-- For more information, see an overview of KFP installat...
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1,300,882,413
I_kwDOB-71UM5NiePt
8,001
Does Kubeflow (1.2) has dependency with any specific kfp python library version?
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[ "/assign @connor-mccarthy ", "@JebasinghLuccas, I do not believe there is any strict dependency on a KFP SDK version, so long as you're using a kfp SDK 1.x version, as we've adhered closely to the semantic versioning standards. The most recent is `1.8.13`.\r\n\r\nContext: Kubeflow 1.2 uses Kubeflow Pipelines 1.0....
2022-07-11T15:32:55
2022-07-22T15:54:48
2022-07-22T15:54:48
NONE
null
i am wondering if there any dependencies in kfp python library version when i want to use it in kubeflow
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1,298,512,597
I_kwDOB-71UM5NZbrV
7,995
[frontend] AWS S3 artifacts handler hardcode for s3 endpoint.
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null
[ "I've created a PR for this change here: https://github.com/kubeflow/pipelines/pull/8033\r\n" ]
2022-07-08T05:34:00
2022-08-02T22:54:44
2022-08-02T22:54:44
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Install with Kubeflow * KFP version: 1.8.2 ### Steps to reproduce Access the S3 artifaces locate in China regions(Beijing&Ningxia) the UI will run into errors: ``` S3Error: The provided token is malformed or otherwise invalid. at Objec...
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1,296,556,062
I_kwDOB-71UM5NR-Ae
7,990
[backend] discussion - make jobs and runs top level resources?
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[ "/cc @zijianjoy @chensun @difince @IronPan @annajung \r\nWould be great to see your thoughts on this.", "The decision is already taken in v2beta design [doc](https://docs.google.com/document/d/19oL11PfTZyuevgoMR00JlwMdJuR6U8to0N3CoMmtqeg/edit#) \r\nThe choisen approach is the experiment to be passed as an argumen...
2022-07-06T22:28:53
2022-12-08T12:16:12
null
COLLABORATOR
null
Currently we have jobs and runs as sub-resources of experiments, i.e., a job or a run must belong to one and only one experiment. This is reflected in creating runs and jobs by specifying resource references. In v2 API, we are planning to [retire resource references](https://docs.google.com/document/d/19OfU-hIsY4xBKA6b...
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1,295,339,675
I_kwDOB-71UM5NNVCb
7,986
[emissary] LibreOffice fails with emissary runtime.
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[ "With emissary executor, container cannot run commands with root privilege. Is that possible that `libreoffice` relies on some root privilege to run? Seems like this is out of control of KFP, and you have created https://github.com/argoproj/argo-workflows/issues/9117. " ]
2022-07-06T07:26:51
2022-07-28T06:41:25
2022-07-14T23:12:28
NONE
null
## Summary What happened/what you expected to happen? I am need to use libreoffice headless to convert docx file to pdf. This is working execellent in Vanilla k8s and Databricks but when i do the same in Kubeflow which uses argo workflow at its backend it does not produce any output. What version are you running...
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1,295,052,551
I_kwDOB-71UM5NMO8H
7,984
[bug] TFJob launcher pipeline task fails when `delete_finished_tfjob` flag is `True`
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[ "I found this PR in `kubeflow/training-operator` repo about similar problem.\r\nhttps://github.com/kubeflow/training-operator/pull/1281\r\n\r\nI think those changes above should be applied here and also to `nikenano/launchernew` container image.\r\nhttps://github.com/kubeflow/pipelines/blob/127dab4d4671849d596c455f...
2022-07-06T02:58:07
2022-10-06T20:40:44
2022-07-13T07:37:03
CONTRIBUTOR
null
https://github.com/kubeflow/pipelines/blob/127dab4d4671849d596c455f4619ea807d22f6ea/components/kubeflow/launcher/component.yaml#L19 When `delete_finished_tfjob` flag is `True`, TFJob launcher task fails with error below. ``` Traceback (most recent call last): File "/ml/launch_tfjob.py", line 136, in <module> ...
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1,294,522,107
I_kwDOB-71UM5NKNb7
7,983
[sdk] Cut a new release that supports `typing_extensions 4.0`?
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[ "think this is a dup of https://github.com/kubeflow/pipelines/pull/7801#issuecomment-1151064795 ?\r\nWith that said, any chance of getting a rough ETA of when 1.8.13 will be cut? =)", "Can prob close this, kfp 1.8.13 was cut yesterday. \r\nThanks!" ]
2022-07-05T16:34:35
2022-07-12T15:54:51
2022-07-12T15:54:51
NONE
null
Currently, the latest `kfp=1.8.12` pins `typing_extensions to ` 'typing-extensions>=3.7.4,<4;python_version<"3.9"',`. This is a bit of a problem for us, since we have another dependency (PyTorch Lightning) that requires `typing-extensions >= 4`. Would it be possible to cut a new release that supports the latest typing...
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1,294,232,642
I_kwDOB-71UM5NJGxC
7,982
[backend] DeleteExperiment does not clean up all relevant children objects from the DB
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[ "I just saw this [comment](https://github.com/kubeflow/pipelines/blob/127dab4d4671849d596c455f4619ea807d22f6ea/backend/api/experiment.proto#L84-L87) in the code. It looks that the current behavior is intended to behave this way - it is not a bug. But IMO, the server should self-validate that all runs/jobs are delet...
2022-07-05T12:27:54
2022-07-14T22:57:48
null
MEMBER
null
### Steps to reproduce When [deleteExperiment](https://github.com/kubeflow/pipelines/blob/127dab4d4671849d596c455f4619ea807d22f6ea/backend/src/apiserver/server/experiment_server.go#L173) is called, not all children objects ( like Runs/ resource_references) are deleted from MySQL. DeleteExperiment cannot be called f...
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1,290,369,750
I_kwDOB-71UM5M6XrW
7,972
[backend] Caching does not work when using volumes for the data_passing_method
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2022-06-30T16:18:17
2022-07-08T08:25:48
null
NONE
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### Environment * How did you deploy Kubeflow Pipelines (KFP)? Install the Kubeflow Manifests manually via manifests (https://github.com/kubeflow/manifests#installation), install with a single command * KFP version: 1.8.2 * KFP SDK version: * kfp 1.8.12 * kfp-server-a...
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1,290,199,934
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7,971
Metrics using SDK
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[ "@bertinma how did you resolve the issue?", "I create a dictionary with my metrics and save to a minIO output path like this \r\n\r\n`metrics = {\r\n 'metrics': [\r\n {\r\n 'name': 'loss',\r\n 'numberValue': self.metrics_dict['loss'],\r\n ...
2022-06-30T14:13:21
2022-09-02T13:34:42
2022-06-30T15:52:29
NONE
null
Hi, I'm. using kip to build my kubeflow pipeline following this method/tutorial : https://www.kubeflow.org/docs/components/pipelines/sdk/component-development/ So I have a python code, component.yaml, Dockerfile and build_image.sh files for each pipeline step. I want to track metrics produced during evaluat...
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1,288,081,345
I_kwDOB-71UM5Mxo_B
7,963
[backend] Terminate Behavior Regression between Workflow Controllers 2.x vs 3.x (HEAD)
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[ "Do note that the expected behavior was true for Argo < 3, as the same function would fall through. I.e https://github.com/argoproj/argo-workflows/blob/v2.12.13/workflow/controller/exec_control.go#L89.", "This will be resolved after we upgrade argo to version 3.3.", "Is there a timeline for this? For this upgra...
2022-06-29T02:03:52
2023-08-28T20:59:04
null
NONE
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/. --> * KFP version: 1.8.2 * KFP SDK version: 1.8.2 ### Steps to reproduce Currently, Kubeflow's termina...
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1,286,171,330
I_kwDOB-71UM5MqWrC
7,947
[sdk] The component method .after() not working properly with multiple components from the same spec.yaml file
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[ "Could you write them as graph components and see if that works? I'm not sure using two \".after()\"s consecutively will work. You may also try wrapping the first two steps into a single component, and execute the third one after it. See example here:\r\nhttps://github.com/kubeflow/pipelines/blob/master/samples/con...
2022-06-27T18:11:08
2022-06-30T22:37:57
null
NONE
null
### Environment * KFP SDK version: 2.0.0a5 ### Purpose I am trying to build and run a pipeline using a reusable component, leveraging an image hosted in Google Container Registry, a `component-spec.yaml` file as well as the `load_component_from_file()` function. The pipeline consists of three components, wher...
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1,284,915,508
I_kwDOB-71UM5MlkE0
7,945
Difference between add_volume and add_pvolume
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[ "Here is the documentation: \r\nhttps://kubeflow-pipelines.readthedocs.io/en/stable/source/kfp.dsl.html#kfp.dsl.BaseOp.add_volume\r\nhttps://kubeflow-pipelines.readthedocs.io/en/stable/source/kfp.dsl.html#kfp.dsl.BaseOp.add_pvolumes\r\n\r\nAre these what you are looking for?\r\n\r\nAs to volume vs. persistent volum...
2022-06-26T13:34:54
2022-06-30T22:59:31
null
NONE
null
I couldn't find any good documentation b/w add_volume and add_pvolume and when to use which.
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7,939
[backend] the cache server does not check whether the cached artifacts have been deleted
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[ "I'm not entirely sure about v1 behavior, but in v2, we don't make any assumption on whether an artifact has content in its path. For instance, `Metrics` artifact has nothing in its cloud storage path but only metadata in the MLMD database. So it's by design that we don't check the \"existence\" of artifacts with o...
2022-06-24T09:21:23
2022-10-14T08:33:59
null
MEMBER
null
### Environment Kubeflow 1.5.1 ### Steps to reproduce The cache server wrongly states that the step is cached even if the artifacts have been deleted from S3. We propose https://github.com/kubeflow/pipelines/pull/7938 that checks whether the folder actually still exists on S3. If the folder does not exist we d...
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..
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2022-06-23T06:39:52
2022-06-26T03:11:31
2022-06-26T03:11:31
NONE
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..
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7,929
[frontend] Input/Output tab doesn't show information.
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null
[ "https://github.com/kubeflow/pipelines/blob/master/frontend/src/components/tabs/InputOutputTab.tsx#L149-L170\r\nhttps://github.com/kubeflow/pipelines/blob/master/frontend/src/mlmd/MlmdUtils.ts#L213-L228", "Execution details:\r\nhttps://screenshot.googleplex.com/7E9SGJGD6hbrC7v\r\n\r\nPattern(RegExp) & Key in Exec...
2022-06-22T20:34:33
2022-07-27T03:22:08
2022-07-27T03:22:08
COLLABORATOR
null
We expect to see detailed information about the input and output in the Input/Output tab of components. Currently it is not able to display the info. https://screenshot.googleplex.com/3doJNfZJQ6AzmVb
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1,278,934,192
I_kwDOB-71UM5MOvyw
7,923
[feature] Implement an agnostic way to initialize the database
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[ "KFP uses gorm which already provides abstraction. it might already be supported, or easy to tweak the config and support \r\nhttps://gorm.io/docs/connecting_to_the_database.html", "That's right, but there is something in the code that end up with a switch-case where if MySQL is not the driver used, it will retur...
2022-06-21T19:16:59
2022-07-06T17:33:32
null
NONE
null
### Feature Area Currently, Kubeflow Pipelines relies on a specific database vendor (MySQL) which restrict users on database choice. <!-- Uncomment the labels below which are relevant to this feature: --> <!-- /area frontend --> /area backend <!-- /area sdk --> <!-- /area samples --> <!-- /area components --...
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1,277,581,296
I_kwDOB-71UM5MJlfw
7,917
ask 'no2-pipeline-xxg59.marge-pos-neg-data' errored: Pod "no2-pipeline-xxg59-3831270412" is invalid: spec.volumes[3].name: Duplicate value: "no2-pvc"
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[ "Maybe it's because the two `pvolumes` used in `marge_pos_neg_data` actually point to the same persistent volume? As in this line:\r\n```\r\n pvolumes = {\"/mnt/positive/\": load_negative_data.pvolume, \"/mnt/negative/\": load_positive_data.pvolume}\r\n```\r\n" ]
2022-06-21T01:16:25
2022-06-30T23:20:39
null
NONE
null
Hi, I am trying to run a Kubeflow pipeline. Two steps will run in parallel and dump data to two different folders in PVC, then the third component will collect data from those t folders and merge them together and dump the merged data to another PVC folder. `vop = dsl.VolumeOp( name='no2-pvc', ...
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1,275,832,061
I_kwDOB-71UM5MC6b9
7,915
Failed to copy data to Persistant Volume (PV) from GCS in Kubeflow Pipeline
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2022-06-18T16:40:31
2022-06-20T21:09:48
2022-06-20T21:09:48
NONE
null
Its been a long time since I am struggling to run a Kubeflow pipeline. I am trying this code to collect data from GCS and after filtering pass those data to Persistent Volume (PV) (/mnt/positive) to use as input in the next step: ``` def get_pos_data(analyte_name: str = "no2", run_name: str = "no2"): ...
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1,275,339,713
I_kwDOB-71UM5MBCPB
7,909
[bug] Minio S3 Gateway results in 'pipeline spec is invalid'
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[ "Could you please share the pipeline template that you used?", "It says in the description: [Tutorial] Data passing in python components", "I am facing the same error but just for tutorial pipeline example , I can create runs for pipelines I created" ]
2022-06-17T18:22:22
2022-10-10T12:14:13
null
NONE
null
### What steps did you take I updated minio on Kubeflow version 1.5.0 standard manifest install on a generic cluster to use an s3 gateway. I also updated the bucket name on pipeline-install-config which was reflected in the workflow-controller-configmap ### What happened: Minio came up correctly, and was able...
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1,273,919,121
I_kwDOB-71UM5L7naR
7,904
[backend] GCR images not accessible: `Consumer 'project:ml-pipeline' has been suspended.`
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[ "Okay, this feels real, I can't access any of the images from this repo: `ml-pipeline`\r\n\r\nAnd confirmed that other gcr.io pulls work fine, for example: `gcr.io/google-containers/busybox@sha256:d8d3bc2c183ed2f9f10e7258f84971202325ee6011ba137112e01e30f206de67`", "This is definitely an issue our cluster is havin...
2022-06-16T18:09:31
2022-06-16T22:26:40
2022-06-16T22:26:40
NONE
null
### Environment * How did you deploy Kubeflow Pipelines (KFP)? Standalone installation with Kustomize on EKS. * KFP version: 1.7.0 My KFP runs are failing and when I tried to pull this image: `gcr.io/ml-pipeline/argoexec:v3.1.14-license-compliance` manually from another unrelated machine, that failed with...
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1,272,320,517
I_kwDOB-71UM5L1hIF
7,894
[sdk] 1.8.1 git tag is misplaced
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[ "Hello @davidxia , the SDK versions in Pypi are not the same as GitHub release tags. KFP package in Pypi (SDK) has its own release cycle. The GitHub release tags are for KFP backend (docker images)." ]
2022-06-15T14:26:23
2022-06-23T22:45:07
2022-06-23T22:45:07
CONTRIBUTOR
null
The 1.8.1 git tag is [here](https://github.com/kubeflow/pipelines/commits/1.8.1/sdk/python/requirements.in) on Nov 23, 2021. The `kfp` package on Pypi [here](https://pypi.org/project/kfp/#history) was published on Sep 10, 2021. I suspect the git tag is misplaced and should be moved back to the correct commit that creat...
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1,271,309,811
I_kwDOB-71UM5LxqXz
7,893
[6/14/22] v2 sample test failure
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2022-06-14T20:12:56
2022-07-07T22:46:34
2022-07-07T22:46:34
COLLABORATOR
null
``` F0614 17:22:43.063393 18 main.go:74] KFP driver: driver.RootDAG(pipelineName=my-test-pipeline-beta, runID=8aa7dfc3-519f-4548-b886-ff1a11a37a4e, runtimeConfig, componentSpec) failed: Failed PutContext(name="8aa7dfc3-519f-4548-b886-ff1a11a37a4e", type="system.PipelineRun", typeid=16): rpc error: code = Unavaila...
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1,270,469,758
I_kwDOB-71UM5LudR-
7,891
[bug] Considerable delay in showing steps in Kubeflow Pipelines UI after navigating to Runs
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[ "Could you check the resource usage in your cluster, and see if any limit was reached? You may also consider upgrading to 1.8.", "@Linchin No limit was reached when it comes to resource usage. " ]
2022-06-14T08:50:53
2022-07-18T10:16:46
null
NONE
null
### What steps did you take Create a pipeline with working ML algorithm. ### What happened: We encountered considerable delay (lasting more than 2 minutes) in showing steps in Kubeflow UI after navigating to Runs. Initially, after opening Runs, Kubeflow Pipelines UI shows only a blank window. The algorithm's st...
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1,269,825,243
I_kwDOB-71UM5Lr_7b
7,887
[feature] google-cloud component for generic container jobs
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[ "/assign @connor-mccarthy ", "@defoishugo, thanks for reaching out. This is on our development roadmap as a \"Bring your own container\" feature. I believe this will meet your needs once implemented.", "@connor-mccarthy perfect!\r\n\r\nCurrent workaround: using YML file with a container implementation. The issu...
2022-06-13T18:53:58
2023-08-10T20:19:38
2023-08-10T20:19:38
NONE
null
### Feature Area /area sdk /area samples /area components ### What feature would you like to see? The ability to create custom container jobs, not only for training. In my mind, we should be able to output user-defined artifacts (e.g.: metrics, datasets, two models, ...). ### What is the use case or pai...
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I_kwDOB-71UM5LkWxP
7,880
[CI] release-1.8 branch build-each-commit error
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[ "The issue appears to be caused by go 1.18 adds additional info which are not recognized by the license check tool. Found a similar issue: https://github.com/uw-labs/lichen/issues/14\r\n\r\nIn the latest go-licenses tool, we removed the feature of checking licenses from binary file, so this issue shouldn't be a blo...
2022-06-10T17:21:55
2022-06-16T22:56:22
2022-06-16T22:56:22
COLLABORATOR
null
CRD viewer build failure on the go-licenses check ``` Step 8/17 : RUN go-licenses csv /bin/controller > /tmp/licenses.csv && diff /tmp/licenses.csv backend/third_party_licenses/viewer.csv && go-licenses save /tmp/licenses.csv --save_path /tmp/NOTICES ---> Running in 8c96b00fe722 listModulesInGoBinary(pa...
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1,267,052,820
I_kwDOB-71UM5LhbEU
7,879
[feature] TaskSpecs from create_component_from_func to support "after(...)"
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[ "Actually, I just discovered that this request is not needed. It appears that this is already supported, but I ran into this issue because I was working outside of the compiler. To others who stumble upon this issue: it appears that I do in fact get ContainerOps back from `kfp.components.create_component_from_func`...
2022-06-10T05:37:07
2022-06-12T05:00:04
2022-06-12T05:00:04
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. --> All...
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1,266,758,583
I_kwDOB-71UM5LgTO3
7,878
[feature] Seek alternative for object store solution other than MinIO
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[ "I would clarify it a bit more\r\n\r\n- It is open sourced and uses license that can be accepted by KFP, something similar to Apache 2.0.\r\n- Orchestration engine (like Argoworkflow) can interact with this object store (S3 compatibility).\r\n- It has fine-grained S3 permission control e.g. ${aws:username} https://...
2022-06-09T23:15:32
2023-08-23T14:06:44
null
COLLABORATOR
null
### Feature Area /area backend /area frontend ### What is the use case or pain point? Currently, KFP is using MinIO as the default object store for Artifact payload and Pipeline template. However, MinIO has fully changed its license to AGPLv3 since 2021. This change has prevented KFP from upgrading to the lat...
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1,264,805,012
I_kwDOB-71UM5LY2SU
7,861
[feature] google-cloud component for loading existing VertexDataset
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[ "Thanks, @defoishugo. This development is currently in progress and should be released with an upcoming v2 alpha release!", "Thank you @connor-mccarthy.\r\n\r\nJust to let you know, I found this workaround for my task:\r\n\r\n```\r\n@component(base_image=\"python:3.9\", packages_to_install=[\"google-cloud-aiplatf...
2022-06-08T14:02:34
2023-01-26T14:11:27
null
NONE
null
### Feature Area /area sdk /area samples /area components ### What feature would you like to see? A new component to load existing VertexDataset. Related to #7792 ### What is the use case or pain point? As a user, I have one existing dataset in VertexAI. I am doing several experiments with different m...
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1,264,647,569
I_kwDOB-71UM5LYP2R
7,860
Passing big data between components SDK[V2]
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null
[ "Are you sure you've included the whole code?\r\n\r\nI'm not sure this can work: `output_path.path`.\r\nYou should replace it with just `output_path`.\r\n\r\nYour second issue is that your 2nd component is getting the texts without `InputPath`.\r\nReplace `docs: List[str]` with `docs_path: InputPath(List[str])`.\r\...
2022-06-08T12:12:32
2022-08-09T22:13:48
null
NONE
null
### What steps did you take 1. Read text data from file on minio, write it to `Outputpath` to pass it to next step `@component(base_image='wafaaabdelhafez/tensorflow-2') def load_docs(output_path: OutputPath(List[str])): from minio import Minio import json client = Minio() obj = client.ge...
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1,264,512,907
I_kwDOB-71UM5LXu-L
7,859
Deploy a new version of a model
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[ "Hello @clausagerskov \r\nKFP SDK doesn't have client to talk to Vertex AI service. Would you mind creating another issue under this repo: https://github.com/googleapis/python-aiplatform ? Thank you." ]
2022-06-08T10:12:42
2022-06-16T22:48:04
2022-06-16T22:48:04
NONE
null
### Feature Area As per this issue in the vertex-ai-samples repo, https://github.com/GoogleCloudPlatform/vertex-ai-samples/issues/585 Vertex AI has model versions numbers that increase when manually importing models with the GUI. Is updating models to higher versions supported when doing CI/CD using kubeflow pipel...
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1,264,490,612
I_kwDOB-71UM5LXph0
7,858
KFP SDK should support other cloud platforms other than GCP for storing image artifacts built via "build_image_from_working_dir"
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[ "`build_image_from_working_dir` is deprecated, you can use the following KFP CLI to build component for KFPv2:\r\n\r\n```\r\nkfp component build --help\r\n```\r\n\r\ncc @chensun @connor-mccarthy " ]
2022-06-08T09:54:27
2022-06-23T23:00:45
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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