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"/assign @connor-mccarthy ",
"@rahuja23, I'm not sure I understand what you mean by optional flag. Can you explain? If possible, can you create a minimal reproducible example of the behavior you suspect is a bug?",
"This issue has been automatically marked as stale because it has not had recent activity. It wil... | 2023-02-21T12:42:50 | 2023-08-26T07:42:15 | null | NONE | null | ### Environment
* KFP version:
kfp 2.0.0b12
* KFP SDK version:
kfp-pipeline-spec 0.2.0
kfp-server-api 2.0.0a6
```
### Steps to reproduce
from kfp.components import load_component_from_file
@component(
ba... | {
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"@RansSelected, as a short term fix, I suggest you either (1) fork the component and change the code yourself or (2) modify the object in-memory to override the image tag.",
"This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activity occurs. ... | 2023-02-20T14:31:57 | 2023-08-26T07:42:17 | null | NONE | null | * KFP version:
1.8.19 and earlier ones
### Steps to reproduce
- I'm constructing a Vertex AI pipeline;
- I'm using Hyperparameter tuning components in my pipeline;
- I have the very strict vpc-sc settings; if I want to use components such as GetBestTrialOp, etc from
https://github.com/kubeflow/pipelines/blo... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8870 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8870/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8870/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8870/events | https://github.com/kubeflow/pipelines/issues/8870 | 1,591,839,327 | I_kwDOB-71UM5e4Ypf | 8,870 | [sdk] kfp 2.0.0.b11 (and other betas) incompatible with kfp_server_api version 2.0.0.b | {
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"Hi @anifort!\r\nTo resolve it, please upgrade the `kfp` package to 2.0.0-b12"
] | 2023-02-20T13:04:36 | 2023-02-24T00:00:28 | 2023-02-24T00:00:28 | NONE | null | ### Description
KFP installation also install dependencies. this include kfp-server-api. It seems that kfp-server-api 2.0.0.b0 is now the required version for kfp 2.0.0.bX however the 2 are not compatible as kfp is attempting to use an attribute from kfp-server-api thad does not exist.
### Environment
* KFP v... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8869 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8869/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8869/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8869/events | https://github.com/kubeflow/pipelines/issues/8869 | 1,591,301,025 | I_kwDOB-71UM5e2VOh | 8,869 | [Feature Request]Add metrics in experiments section of kubeflow for version 2 | {
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"Any updates on this ?\r\n",
"This is not planned for KFPv2. Instead of the above approach, you can use Scalar metrics https://www.kubeflow.org/docs/components/pipelines/v1/sdk/output-viewer/#scalar-metrics to achieve the same goal. You can define any amount of metrics with any value.",
"I would very much suppo... | 2023-02-20T07:23:45 | 2023-08-03T10:19:30 | null | NONE | null | How to get something like this (below image) in Kubeflow pipeline version 1.8.5 ( python kfp version 2 )?
Currently in the experiment dashboard , I don't see any metrics in the experiment section of ... | {
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"@MatthewRalston: The label(s) `area/component` cannot be applied, because the repository doesn't have them.\n\n<details>\n\nIn response to [this](https://github.com/kubeflow/pipelines/issues/8868):\n\n>### Environment\r\n>\r\n>\r\n>Minikube v1.28.0\r\n>kubernetes 1.22.2\r\n>Kustomize v3.2.0\r\n>kubectl v1.25.5\r\n... | 2023-02-19T03:53:47 | 2023-08-26T07:42:19 | null | NONE | null | ### Environment
Minikube v1.28.0
kubernetes 1.22.2
Kustomize v3.2.0
kubectl v1.25.5
Manifests v1.6.1
KFP SDK version:
All dependencies version:
kfp 2.0.0b9
kfp-pipeline-spec 0.1.16
kfp-server-api 2.0.0a6
### Steps to reproduce
From arch Linux
```bash
yay -S minikube docker containe... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8867 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8867/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8867/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8867/events | https://github.com/kubeflow/pipelines/issues/8867 | 1,590,125,096 | I_kwDOB-71UM5ex2Io | 8,867 | refactor[backend]: Increase test coverage | {
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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."
] | 2023-02-18T00:19:10 | 2023-08-26T07:42:21 | null | MEMBER | null | The majority of the backend code has test coverage under 90%, although pre-submit test-coverage is often expected to be above it and it is sometimes reasonable to expect >95% coverage. While enforcing high coverage is impractical, we have an opportunity to improve gradually improve the situation.
---
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"Any updates on this ?",
"/cc @connor-mccarthy to investigate more.",
"/assign @chensun ",
"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."
] | 2023-02-17T07:07:00 | 2023-08-26T07:42:23 | null | NONE | null | So I have a component where I need to save a dataframe as an output. So I used this code in my component
```
with open(f'{prediction_path.path}.csv', 'wb') as f:
df.to_csv(path_or_buf=f)
```
But I am getting this error
```
W0217 06:53:10.959325 73 launcher.go:560] Local filepath "/minio/mlp... | {
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"Same Issue on listing kubeflow pipelines thought UI. I was forced to update to 2.0.0-beta.0 because of AWS S3 IRSA support introduced in this update but now I'm totally blocked by this issue",
"I had the listing issue as well, I guess that for this the fix will come eventually from manifests, but I could fix it ... | 2023-02-15T13:50:33 | 2023-05-09T06:28:32 | 2023-05-04T23:53:27 | CONTRIBUTOR | null | ### Environment
* How did you deploy Kubeflow Pipelines (KFP)?
Installed following kubeflow manifests installation - master version (currently identical to tag v1.7.0-rc.0) of manifests with beta.0 instead of alpha.6 version of kubeflow pipeline components.
* KFP version:
2.0.0-beta.0
* KFP SDK version:
2.... | {
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"This has been fixed by #8850 and #8926. Reopen it if you encounter the same issue.\r\n\r\n/CC @chensun "
] | 2023-02-15T03:30:46 | 2023-03-10T00:27:49 | 2023-03-10T00:27:49 | MEMBER | null | ### Environment
* How did you deploy Kubeflow Pipelines (KFP)?
KFP Standalone from master
### Steps to reproduce
Logs:
```
api.ReportService/ReportWorkflowV1 handler starting
I0215 03:26:04.850861 7 error.go:270] InternalServerError: Failed to store resource references: Error 1062: Duplicate ent... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8852 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8852/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8852/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8852/events | https://github.com/kubeflow/pipelines/issues/8852 | 1,585,136,196 | I_kwDOB-71UM5ee0JE | 8,852 | chore(backend): Upgrade gorm to v2 | {
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"Closed and see more info at #9859"
] | 2023-02-15T03:06:56 | 2023-08-28T20:57:30 | 2023-08-28T20:57:29 | MEMBER | null | Problem:
1. Backend's `storage` relies on `gorm` v1 package
2. `gorm` v1 is not actively developed and it will be difficult if we need to make more complex SQL queries
3. Lack of support of multiple database drivers
4. Bags and issues that will not be resolved in `gorm` v1
Solution:
1. Migrate to `gorm` v2 ... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8851 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8851/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8851/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8851/events | https://github.com/kubeflow/pipelines/issues/8851 | 1,585,117,278 | I_kwDOB-71UM5eevhe | 8,851 | chore(backend): Change backend unit-testing store from SQLite to MySQL | {
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Problem:
- Backend testing uses SQLite as a fake DB instance
- Real DB is based on MySQL
- Two databases have slight differences, which makes the testing useless
Solution:
- Switch the fake DB to MySQL instances
---
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"fixed by #8860 "
] | 2023-02-13T19:22:46 | 2023-02-24T20:35:12 | 2023-02-24T20:35:12 | COLLABORATOR | null | ### Environment
* How did you deploy Kubeflow Pipelines (KFP)?
standalone
* KFP version:
2.0.0-beta.0
* KFP SDK version:
N/A
### Steps to reproduce
Run https://github.com/kubeflow/pipelines/blob/master/sdk/python/test_data/pipelines/pipeline_with_condition.py
or find its run result in sdk executio... | {
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* How did you deploy Kubeflow Pipelines (KFP)?
standalone
* KFP version:
2.0.0-beta.0
* KFP SDK version:
N/A
### Steps to reproduce
Run pipeline: https://github.com/kubeflow/pipelines/blob/master/samples/v2/pipeline_container_no_input.py
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https://api.github.com/repos/kubeflow/pipelines/issues/8844 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8844/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8844/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8844/events | https://github.com/kubeflow/pipelines/issues/8844 | 1,582,898,896 | I_kwDOB-71UM5eWR7Q | 8,844 | [frontend] Artifacts tab broken with error : mysql_real_connect failed errno: , error: Click Details for ... | {
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"Hi @ReggieCarey!\r\n\r\nCould you please check if you can retrieve logs from the `mysql` pod?",
"The same issue, mysql pod logs\r\n```\r\nmysql-55778745b6-lcl8q istio-proxy [2023-02-24T07:15:17.569Z] \"- - -\" 0 - - - \"-\" 10362 21332 29 - \"-\" \"-\" \"-\" \"-\" \"10.128.48.144:3306\" inbound|3306|| 127.0.0.6:... | 2023-02-13T19:05:03 | 2023-06-01T21:34:21 | 2023-06-01T20:43:01 | NONE | null | ### Environment
* How did you deploy Kubeflow Pipelines (KFP)?
Deployed as part of Kubeflow 1.6.0 using all-in-one manifests.
* KFP version:
2.0.0.alpha.3
### Steps to reproduce
Login to Kubeflow
Get the dashboard visible
Click on "Artifacts" in left hand pane.
### Expected result
A list of my ... | {
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"Hi @ReggieCarey!\r\nThank you for reporting it. This component is not actively developed. If you wish, please create a PR adding the support for non-GCP distributions of kubernetes.",
"Thanks for the feedback! Great community. What was diagnose me supposed to do? I'll try to find the code and answer that myself.... | 2023-02-13T14:38:51 | 2023-08-26T07:42:27 | null | NONE | null | ### Environment
* KFP version:
KFP as installed by Kubeflow Manifests 1.6.0 onto private k8s.
* KFP SDK version:
Local install (MacOS) as installed via pip install kfp (as of Feb 13, 2023)
* All dependencies version:
kfp 1.8.18
kfp-pipeline-spec 0.1.16
kfp-server-api ... | {
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"Hi @AaronUST!\r\nCould you please check if you have specified a correct input for the component?",
"@AaronUST @gkcalat I found the cause of this issue, please see https://github.com/kubeflow/pipelines/issues/8942 for more information.\r\n\r\nI imagine you will be able to fix this by removing `WorkflowTaskResults... | 2023-02-13T11:09:52 | 2023-04-11T16:19:43 | 2023-04-11T16:19:43 | NONE | null | ### Environment
* KFP has been installed on a Google Cloud kubernetes cluster
* KFP version: 1.8.5
### Steps to reproduce
The error appears in the runs console when trying to perform a run. The first time I ran the same pipeline it worked fine, but the second and subsequent times I get this error.
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https://api.github.com/repos/kubeflow/pipelines/issues/8840 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8840/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8840/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8840/events | https://github.com/kubeflow/pipelines/issues/8840 | 1,580,530,196 | I_kwDOB-71UM5eNPoU | 8,840 | [backend] InternalServerError: Failed to convert a pipeline to API pipeline: Pipeline namespace cannot be empty | {
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* How did you deploy Kubeflow Pipelines (KFP)?
standalone
* KFP version:
2.0.0b0
* KFP SDK version:
dev
### Steps to reproduce
Calling [list_pipelines](https://github.com/kubeflow/pipelines/blob/a45d72d75dd99c9cbb8dc4706d380e4ceb9ec47e/sdk/python/kfp/client/client.py#L689-L722) AP... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8837 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8837/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8837/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8837/events | https://github.com/kubeflow/pipelines/issues/8837 | 1,578,696,616 | I_kwDOB-71UM5eGP-o | 8,837 | [frontend] Cannot GET /apis/v2beta1/healthz | {
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"I was confused, the healthz response I saw was served by the frontend. So missing v2beta1/healthz is expected, as we haven't migrate frontend to connect to v2 APIs yet.\r\n\r\nhttps://github.com/kubeflow/pipelines/blob/508b6a133ab7a0d8abefe7ac95a4de824461e30b/frontend/server/app.ts#L109-L116",
"This is resolved ... | 2023-02-09T22:19:09 | 2023-02-10T22:18:56 | 2023-02-10T22:18:56 | COLLABORATOR | null | ### Environment
* How did you deploy Kubeflow Pipelines (KFP)? KFP standalone deployment
<!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/installation/overview/. -->
* KFP version: 2.0.0-beta.0
* KFP SDK version: N/A
### Steps to reproduce
... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8833 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8833/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8833/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8833/events | https://github.com/kubeflow/pipelines/issues/8833 | 1,578,456,021 | I_kwDOB-71UM5eFVPV | 8,833 | feature(backend): Update healthz service in KFP v2 | {
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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."
] | 2023-02-09T19:20:38 | 2023-08-26T07:42:29 | null | MEMBER | null | Current state:
KFP v2 inherited HealthzSerivce from KFP v1:
```
service HealthzService {
// Get healthz data.
rpc GetHealthz(google.protobuf.Empty) returns (GetHealthzResponse) {
option (google.api.http) = {
get: "/apis/v2beta1/healthz"
};
}
}
message GetHealthzResponse {
// TODO... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8832 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8832/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8832/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8832/events | https://github.com/kubeflow/pipelines/issues/8832 | 1,578,449,945 | I_kwDOB-71UM5eFTwZ | 8,832 | chore(backend): Migrate backend API reference docs from kuberflow.org | {
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We have separate [v1](https://www.kubeflow.org/docs/components/pipelines/v1/reference/api/kubeflow-pipeline-api-spec/) and [v2](https://www.kubeflow.org/docs/components/pipelines/v2/reference/api/kubeflow-pipeline-api-spec/) API references on kubeflow.org. As kubeflow.org is versioned by full-fledged kubefl... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8830 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8830/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8830/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8830/events | https://github.com/kubeflow/pipelines/issues/8830 | 1,577,582,214 | I_kwDOB-71UM5eB_6G | 8,830 | [backend] Argo workflow validation fails for kfp v2 pipeline with downstream tasks depending on tasks in `dsl.ParallelFor` (using `dsl.Collected`) | {
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"Not sure what was the reason adding a `-iterations` suffix to the loop task name [here](https://github.com/kubeflow/pipelines/blob/2.0.0-beta.0/backend/src/v2/compiler/argocompiler/dag.go#L297), but tested in my Kubeflow deployment, simply removing the suffix would make the compiled Argo workflow passing validatio... | 2023-02-09T09:59:36 | 2023-06-20T17:14:05 | null | NONE | null | ### Environment
* How did you deploy Kubeflow Pipelines (KFP)?
Full Kubeflow deployment on GKE.
* KFP version:
2.0.0-beta.0
* KFP SDK version:
2.0.0-beta.11
### Steps to reproduce
```
# pipeline.py
from kfp import compiler, dsl
from components import components as test_components
@d... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8827 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8827/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8827/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8827/events | https://github.com/kubeflow/pipelines/issues/8827 | 1,576,902,141 | I_kwDOB-71UM5d_Z39 | 8,827 | [sdk] Imports from kfp.dsl cause error AttributeError: module 'kfp_server_api' has no attribute 'ApiPipelineSpec | {
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"I've got the same error",
"In my environment, upgrading kfp to 2.0.0b12 resolved this issue.",
"I will close this issue. Feel free to reopen the issue if there's any more problems.",
"> In my environment, upgrading kfp to 2.0.0b12 resolved this issue.\r\n\r\nI tried upgrading to 2.0.0b12, but I have CSV file... | 2023-02-08T22:46:08 | 2023-06-05T19:58:13 | 2023-02-09T23:40:42 | NONE | null | ### Environment
* KFP version:
kfp==2.0.0b1
* All dependencies version:
kfp-pipeline-spec==0.1.16
kfp-server-api==2.0.0b0
### Steps to reproduce
1. `from kfp import dsl`
2. Use any part of dsl, such as pipeline or component decorators
```
from kfp import dsl, compiler
@dsl.pipeline(
name... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8826 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8826/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8826/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8826/events | https://github.com/kubeflow/pipelines/issues/8826 | 1,576,817,906 | I_kwDOB-71UM5d_FTy | 8,826 | [sdk] Types for kfp and kfp.dsl are not found by mypy | {
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"@JakeSummers, please see my comment here: https://github.com/kubeflow/pipelines/pull/7451#issuecomment-1423310652",
"The issue is lack of py.typed (+ setup.py to preserve py.typed in wheel). kfp uses types internally, but types are not exposed to users because of [pep 560](https://peps.python.org/pep-0560/). An ... | 2023-02-08T21:22:43 | 2023-07-28T08:16:49 | null | NONE | null | ### Environment
All dependencies version:
* kfp 1.8.12 and 1.8.18
* mypy 1.0.0
I am managing my dependencies with poetry.
### Steps to reproduce
```
import kfp.dsl as dsl
```
Run `mypy`
Produces error:
```
file.py:1: error: Skipping analyzing "kfp.dsl": module is installed, but missing ... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8825 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8825/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8825/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8825/events | https://github.com/kubeflow/pipelines/issues/8825 | 1,576,702,821 | I_kwDOB-71UM5d-pNl | 8,825 | [bug] Vertex AI and kfp v2 'ApiPipelineSpec' | {
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"I do not know if I should report this to the vertex-ai team, but I do not know how.",
"I think now with the last release of kfp `v2.0.12.0b` are now running fine."
] | 2023-02-08T19:42:10 | 2023-02-08T21:38:21 | 2023-02-08T21:38:21 | MEMBER | null | ### Environment
I am using Vertex AI from GCP
* How do you deploy Kubeflow Pipelines (KFP)?
Vertex
* KFP version:
Vertex
* KFP SDK version:
v2.0.12b and v2.0.11b
### Steps to reproduce
Any pipeline that was compiled to run with either of the last two versions are now failing as:
![image](https://us... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8818 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8818/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8818/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8818/events | https://github.com/kubeflow/pipelines/issues/8818 | 1,574,621,559 | I_kwDOB-71UM5d2tF3 | 8,818 | chore(backend): Update release script due to proto generation changes in V2 | {
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"followers_url": "https://api.git... | null | [] | 2023-02-07T16:17:32 | 2023-03-10T00:55:41 | 2023-02-07T21:57:42 | MEMBER | null | We need to update one of the release scripts due to the changes in API generator script:
- Add `API_VERSION` variable
- Add proto compilation for v1 and v2
---
<!-- Don't delete message below to encourage users to support your issue! -->
Impacted by this bug? Give it a 👍. | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8817 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8817/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8817/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8817/events | https://github.com/kubeflow/pipelines/issues/8817 | 1,574,441,104 | I_kwDOB-71UM5d2BCQ | 8,817 | [sdk] cannot wait for dsl.ParallelFor completion | {
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"I came across the same issue when tried to convert an existing v1 pipeline implementation to v2, which had a downstream task depending on upstream tasks in a `ParallelFor` group. Then I came across this new [commit](https://github.com/kubeflow/pipelines/pull/8631) in kfp pre-release `2.0.0b12`. At least using `dsl... | 2023-02-07T14:29:56 | 2023-08-26T07:42:31 | null | NONE | null | ### Environment
* KFP SDK version: 2.0.0b11
* All dependencies version:
kfp 2.0.0b11
kfp-pipeline-spec 0.2.0
kfp-server-api 2.0.0a6
### Steps to reproduce
The following example fails to even create the graph component from the pipeline ... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8816 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8816/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8816/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8816/events | https://github.com/kubeflow/pipelines/issues/8816 | 1,573,905,803 | I_kwDOB-71UM5dz-WL | 8,816 | [feature] Support pip_index_urls in containerized python components | {
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"Thanks, @b4sus. I'd be happy to review your contribution if you'd like to work on this!"
] | 2023-02-07T08:36:16 | 2023-03-01T17:33:03 | 2023-03-01T17:33:03 | 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?
So far the argument `pip_index_urls` is used only for lightweight python compo... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8815 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8815/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8815/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8815/events | https://github.com/kubeflow/pipelines/issues/8815 | 1,573,726,440 | I_kwDOB-71UM5dzSjo | 8,815 | chore(backend): Manually update v2 image references post v2 API update | {
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"This is a beta release blocker. \r\n\r\n@gkcalat for awareness."
] | 2023-02-07T05:50:06 | 2023-03-10T00:55:51 | 2023-02-07T21:57:32 | COLLABORATOR | null | null | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8803 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8803/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8803/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8803/events | https://github.com/kubeflow/pipelines/issues/8803 | 1,572,980,789 | I_kwDOB-71UM5dwcg1 | 8,803 | [frontend/backend] Invalid STORAGESTATE values are used in listing requests | {
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"This has been resolved together with #8703 "
] | 2023-02-06T17:27:43 | 2023-04-11T18:33:23 | 2023-04-11T18:33:23 | MEMBER | 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 standalone
* KFP version:
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https://api.github.com/repos/kubeflow/pipelines/issues/8802 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8802/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8802/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8802/events | https://github.com/kubeflow/pipelines/issues/8802 | 1,572,971,153 | I_kwDOB-71UM5dwaKR | 8,802 | [backend] Can't create a run from pipeline with empty PipelineSpec (stored as a file in OS) | {
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* 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 standalone
* KFP version:
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https://api.github.com/repos/kubeflow/pipelines/issues/8801 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8801/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8801/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8801/events | https://github.com/kubeflow/pipelines/issues/8801 | 1,572,278,407 | I_kwDOB-71UM5dtxCH | 8,801 | [sdk] Use the same component output twice fails | {
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"Thanks for raising this, @Roymprog. The Vertex AI Pipelines team is aware of this.\r\n\r\nFor posterity, here is a minimal reproducible example:\r\n\r\n```python\r\nfrom kfp import dsl\r\n\r\n@dsl.component\r\ndef c(a: dsl.Input[dsl.Artifact], b: dsl.Input[dsl.Artifact]):\r\n print(a)\r\n print(b)\r\n\r\n@ds... | 2023-02-06T10:09:13 | 2023-08-26T07:42:33 | null | NONE | null | ### Environment
* KFP version:
Running KFP (v2 pipelines) on Vertex AI.
* KFP SDK version:
1.8.18
* All dependencies version:
- kfp 1.8.18
- kfp-pipeline-spec 0.1.16
- kfp-server-api 1.8.5
### Steps to reproduce
```python
from kfp.v2.dsl import compone... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8794 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8794/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8794/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8794/events | https://github.com/kubeflow/pipelines/issues/8794 | 1,570,443,409 | I_kwDOB-71UM5dmxCR | 8,794 | [feature] Add support for Tensorboard in KFP v2 | {
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"@zijianjoy Hello, I would like to hear your thoughts on this feature request, do you think it would be feasible in KFP v2?. \r\nThanks ",
"I think this feature is already supported for ROC curve, confusion matrix, and scalar metrics. Can you check if the followings match your need?\r\n\r\nCompare pipeline runs:... | 2023-02-03T21:01:53 | 2023-08-26T07:42:35 | 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?
As a Kubeflow Pipelines user, I would like to be able to use the SDK to log a list of nu... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8792 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8792/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8792/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8792/events | https://github.com/kubeflow/pipelines/issues/8792 | 1,570,147,074 | I_kwDOB-71UM5dlosC | 8,792 | Cannot Import functions written in the same file | {
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"@vikashg, I suspect you are describing a component runtime error for a [Lightweight Python Component](https://www.kubeflow.org/docs/components/pipelines/v2/author-a-pipeline/components/#1-lighweight-python-function-based-components).\r\n\r\nThis is expected behavior; the Lightweight Python Component function only ... | 2023-02-03T16:57:44 | 2023-02-24T03:45:16 | 2023-02-23T23:52:03 | NONE | null | Hello all,
I am trying to build a pipeline, the structure of which is like the following
`some_function.py`: This file contains 2 functions `func1` and `func2`. `func2` uses `func1` and gives an output
in my pipeline I will import the func2 as
`from some_function import func2`
due to this I get the follow... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8791 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8791/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8791/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8791/events | https://github.com/kubeflow/pipelines/issues/8791 | 1,569,937,691 | I_kwDOB-71UM5dk1kb | 8,791 | [sdk] Cannot execute containerized python component - AttributeError: 'PythonComponent' object has no attribute '__annotations__' | {
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"I've managed to find a workaround for this. The point is that the @component decorator is necessary for `kfp component build ...` and later when compiling/running the pipeline. But the target image and the code in it should not have it (at least not with current sdk version). Steps:\r\n1. run `kfp component build... | 2023-02-03T14:34:19 | 2023-02-28T00:57:12 | 2023-02-28T00:42:52 | CONTRIBUTOR | null | ### Environment
* KFP version:
2.0.0-alpha.5
* KFP SDK version:
2.0.0b9
* All dependencies version:
kfp 2.0.0b9
kfp-pipeline-spec 0.1.16
kfp-server-api 2.0.0a6
### Steps to reproduce
I am following these [instructions](https://www.kubeflow.org/docs/components/... | {
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"@jayaprasadt Thanks for reaching out. Would you mind sharing what type of issue you're trying to fix? If the change is related to pipeline template, it won't start from the failed step by design.\r\n\r\nAt the meantime, we suggest you to try the KFP v2 to see whether the problem exists.",
"@jlyaoyuli Thanks for ... | 2023-02-03T10:41:41 | 2023-08-26T07:42:37 | null | NONE | null | ### Environment
<!-- Please fill in those that seem relevant. -->
* How can I restart the Kubeflow pipeline after fixing error in a failed step, retaining the data/model in previous steps?
* I'm running a pipeline that has 4 steps/components
1. Download Data
2. Load data as frame
3. Train and save model
... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8788 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8788/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8788/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8788/events | https://github.com/kubeflow/pipelines/issues/8788 | 1,568,977,209 | I_kwDOB-71UM5dhLE5 | 8,788 | which version of gcr.io/ml-pipeline/api-server has driver task in argo workflow? | {
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"anyone knows this issue?",
"@elim19 Thanks for reaching out! The driver task is supported in KFP v2 SDK. https://www.kubeflow.org/docs/components/pipelines/v2/run-a-pipeline/"
] | 2023-02-03T00:29:57 | 2023-02-17T00:00:50 | 2023-02-17T00:00:50 | NONE | null | I see in the pipeline code(tag 1.8.5), when pipeline is transformed to argo workflow, it will create a driver task to make podSpecPatch to the pod, but when I deployed 1.8.5 gcr.io/ml-pipeline/api-server, I don't see this feature, which version have this driver task? | {
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"We've upgraded golang to 1.20: https://github.com/kubeflow/pipelines/blob/c0640d7a033b6fa2133b92c2a459d9eb3dabee32/backend/Dockerfile#L16\r\n\r\nAlso I can confirm we no longer see this CVE in our latest api-server image (2.0.0-rc.1)"
] | 2023-02-02T18:45:15 | 2023-06-07T20:08:26 | 2023-06-07T20:08:25 | NONE | null | ### Environment
* How do you deploy Kubeflow Pipelines (KFP)?
KFP is deployed via a 'full kubeflow deployment' on GKE
* KFP version:
Kubeflow v1.5.0
### Steps to reproduce
A security scanning tool running against our kubeflow cluster (Orca Security) detected that the ml-pipeline-api-server pod is vulner... | {
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"Does it work for 1.8.5 but not for 1.8.9? Not sure which local deployment methods are you using, and did you get any specific error? \r\nMaybe you've already seen this, but here's our local deployment instruction: https://www.kubeflow.org/docs/components/pipelines/v1/installation/localcluster-deployment/",
"Yes ... | 2023-02-02T17:19:07 | 2023-02-17T00:05:02 | 2023-02-17T00:05:01 | NONE | null | Changing pipeline version doesn't work during local deployment
The following commands does not work for PIPELINE_VERSION=1.8.9
```
export PIPELINE_VERSION=1.8.5
kubectl apply -k "github.com/kubeflow/pipelines/manifests/kustomize/cluster-scoped-resources?ref=$PIPELINE_VERSION"
kubectl wait --for condition=establ... | {
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"Hi, @AlbertCintas. If you're using KFP v2 (BE nearly in beta), the following example should demonstrate the usage you're looking for:\r\n\r\n```python\r\nfrom kfp import compiler\r\nfrom kfp import dsl\r\nfrom kfp.dsl import component\r\n\r\n\r\n@component\r\ndef print_op(message: str):\r\n \"\"\"Prints a messa... | 2023-02-02T15:38:42 | 2023-08-26T07:42:39 | null | NONE | null | Hello!
Is it possible to run two steps with two components in the Exit Handler? Maybe some workaround to perform a similar task?
I've been trying to do it in many different ways but all attempts have been unsuccessful.
Thank you! | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8782 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8782/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8782/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8782/events | https://github.com/kubeflow/pipelines/issues/8782 | 1,568,169,832 | I_kwDOB-71UM5deF9o | 8,782 | [bug] 1.6 manifests with systemd MinIO configured (improperly)| /tmp/outputs/Output/data: no such file or directory | {
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"Hi @MatthewRalston , you need to create parent directories for the output path, before you can write the data. See example: https://github.com/kubeflow/pipelines/blob/61a6172e7d88e21ee90af8b3ecf63b0224b8172c/sdk/python/test_data/pipelines/pipeline_with_outputs.py#L36",
"@chensun that's a nice example, and thank ... | 2023-02-02T14:33:55 | 2023-02-10T01:12:03 | 2023-02-02T23:56:28 | NONE | null | @chensun I spun off this new issue related to `/tmp/outputs/Output/data: no such file or directory`
_Originally posted by @MatthewRalston in https://github.com/kubeflow/pipelines/issues/86... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8778 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8778/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8778/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8778/events | https://github.com/kubeflow/pipelines/issues/8778 | 1,566,446,654 | I_kwDOB-71UM5dXhQ- | 8,778 | [feature] Add dataclass for filter | {
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"@JakeSummers, I think this is a good idea. If you're interested in contributing this (including the [docs](https://github.com/kubeflow/website) fix) I would happy to review your PR.",
"This issue has been automatically marked as stale because it has not had recent activity. It will be closed if no further activi... | 2023-02-01T16:42:34 | 2023-08-26T07:42:41 | null | NONE | null | ### Feature Area
/area sdk
/area samples
### What feature would you like to see?
#6748 added support for filters.
The suggested workflow, is to build the predicates like this ([doc](https://www.kubeflow.org/docs/components/pipelines/v1/tutorials/sdk-examples/#example-2-listing-pipelines-with-a-filter))... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8777 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8777/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8777/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8777/events | https://github.com/kubeflow/pipelines/issues/8777 | 1,566,399,321 | I_kwDOB-71UM5dXVtZ | 8,777 | [sdk] `list_recurring_runs` needs a namespace filter even-though the kfpClient was instantiated with a namespace | {
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"Looking at this a bit further, it seems like it is not asking for the `namespace` but for the `experiment`. \r\n\r\nChanging this: \r\n\r\n```\r\n current_recurring_runs: ApiListJobsResponse = client.list_recurring_runs(page_token=None)\r\n```\r\n\r\nTo this: \r\n\r\n```\r\n current_recurring_runs: ApiListJ... | 2023-02-01T16:11:57 | 2023-08-26T07:42:43 | null | NONE | null | ### Environment
* KFP version: kubeflow 1.6 and kubeflow pipelines 1.8.3
* KFP SDK version: 1.8.12
### Steps to reproduce
```
# Create a kfp client with a namespace
client = kfp.Client(kubeflow_host.host,
namespace="NamespaceJake", # NOTE: Namespace is provided here!
... | {
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"I logged this under the wrong area. Relogging as #8777"
] | 2023-02-01T16:02:25 | 2023-02-01T16:13:11 | 2023-02-01T16:13:10 | NONE | null | ### Environment
* How did you deploy Kubeflow Pipelines (KFP)? _Not sure - hosted by another team_
* KFP version: kubeflow 1.6 and kubeflow pipelines 1.8.3
* KFP Client version: 1.8.12
### Steps to reproduce
```
# Create a kfp client with a namespace
client = kfp.Client(kubeflow_host.host,
... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8775 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8775/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8775/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8775/events | https://github.com/kubeflow/pipelines/issues/8775 | 1,565,729,846 | I_kwDOB-71UM5dUyQ2 | 8,775 | Use a custom python function in two different components of kubeflow pipelines | {
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"Hi @Rstar1998 , you can achieve that using \"Containerized Python components\": https://www.kubeflow.org/docs/components/pipelines/v2/author-a-pipeline/components/#2-containerized-python-components"
] | 2023-02-01T09:14:21 | 2023-02-02T23:50:56 | 2023-02-02T23:50:55 | NONE | null | For example I have a custom function
```
def do_something(a,b):
//doing something
return something
@component(
packages_to_install=["xyz"],
base_image="python:3.9",
output_component_file="component_1.yaml"
)
def component_1(
query: str,
df_path: Output[Dataset]
):
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https://api.github.com/repos/kubeflow/pipelines/issues/8768 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8768/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8768/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8768/events | https://github.com/kubeflow/pipelines/issues/8768 | 1,563,993,479 | I_kwDOB-71UM5dOKWH | 8,768 | is there any doc about kfp-launcher, I just upgrade to pipeline v2, found kfp use this binary to start the pod command | {
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"Hi @elim19, you may find more info about launcher in the design doc we shared with the community: [bit.ly/kfp-v2](https://bit.ly/kfp-v2)\r\nTo gain access to the doc, please join https://groups.google.com/g/kubeflow-discuss google group.\r\n"
] | 2023-01-31T09:57:17 | 2023-02-03T00:28:56 | 2023-02-02T23:46:35 | NONE | null | is there any doc about kfp-launcher, I just upgrade to pipeline v2, found kfp use this binary to start the pod command | {
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"/assign @chensun ",
"We also experience the very same issue, once our cluster Auto-Scales. All logs are gone and NOT read from our mirror in MINIO (interface of KFP to access S3) / AWS S3 (physical location).",
"This issue has been automatically marked as stale because it has not had recent activity. It will b... | 2023-01-26T06:52:18 | 2023-08-26T07:42:45 | null | NONE | null | I have set up logging.info () at various places in my code and the UI Log console is retrieving only a few of them. I have also noticed that it stops logging in the middle and the last log I see is Tearing down program. Although my pipeline doesn't seem to fail anywhere, I can see this happening across most of them.
I... | {
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"/assign @gkcalat ",
"Hi @deepk2u!\r\nIt may be due to insufficient resource provisioning or the lack of etc maintenance (see [here](https://etcd.io/docs/v3.3/op-guide/maintenance/)). How longs did it take for you to reach these numbers?",
"It's an eks cluster. We connected with AWS support and they are maintai... | 2023-01-25T04:25:41 | 2023-08-26T07:42:47 | null | CONTRIBUTOR | null | ### Environment
* How did you deploy Kubeflow Pipelines (KFP)?
Full Kuebflow deployment using manifests
* KFP version: 2.0.0b6
* KFP SDK version: 2.0.0b6
### Steps to reproduce
We have around 125 recurring runs within a single namespace. After a few months of historical runs, we have started seeing perfo... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8754 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8754/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8754/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8754/events | https://github.com/kubeflow/pipelines/issues/8754 | 1,555,236,122 | I_kwDOB-71UM5cswUa | 8,754 | feat(backend): Enable running KFP v2 pipelines in multi-user environments | {
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"/assign @chensun ",
"I'm seeing something similar when trying to test with a local k3s install. I installed kfp 2.0.0b12 backend and sdk, and then used the example [from the new 2.0.0b12 docs](https://kubeflow-pipelines.readthedocs.io/en/2.0.0b12/#getting-started), but I get errors. Oddly enough, I was able to r... | 2023-01-24T15:55:20 | 2023-08-26T07:42:49 | null | NONE | null | ### Feature Area
<!-- Uncomment the labels below which are relevant to this feature: -->
/area backend
### What feature would you like to see?
<!-- Provide a description of this feature and the user experience. -->
We would like to run a KFP v2 pipeline in a multi-user environment.
### What is the use c... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8747 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8747/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8747/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8747/events | https://github.com/kubeflow/pipelines/issues/8747 | 1,552,184,183 | I_kwDOB-71UM5chHN3 | 8,747 | KFP building component with local custom utils.py throws "No module named 'utils'" | {
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"@samcaetano, I recommend you try KFP SDK v2 (`pip install kfp --pre`). It is in beta phase, but stable.",
"Any update on this?",
"@LuigiCerone, no fix for this yet. This is captured by https://github.com/kubeflow/pipelines/issues/8385. Let's treat that one as the canonical bug and close this one, since the oth... | 2023-01-22T16:26:21 | 2023-03-17T20:37:45 | 2023-03-17T20:37:45 | NONE | null | https://github.com/kubeflow/pipelines/blob/8f472d98723b446a1eecca2db48664fc08cfcde7/sdk/python/kfp/components/utils.py#L47
I have found this issue while trying to build a component from my main.py script, which imports my local custom utils1.py script. But when I run `kfp components build my_component/ `, all I get ... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8741 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8741/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8741/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8741/events | https://github.com/kubeflow/pipelines/issues/8741 | 1,551,027,930 | I_kwDOB-71UM5ccs7a | 8,741 | feat(backend): Enable driver and launcher images configuration using env vars | {
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"/assign @chensun",
"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."
] | 2023-01-20T15:18:50 | 2023-08-26T07:42:51 | null | NONE | null | ### Feature Area
/area backend
### What feature would you like to see?
<!-- Provide a description of this feature and the user experience. -->
Make the driver and launcher images configurable, at deployment time via environment variables, or a kustomize overlay.
### What is the use case or pain point?
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https://api.github.com/repos/kubeflow/pipelines/issues/8740 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8740/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8740/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8740/events | https://github.com/kubeflow/pipelines/issues/8740 | 1,550,335,989 | I_kwDOB-71UM5caD_1 | 8,740 | [bug] KFP v2 Can't Detect Model Output | {
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"/assign @chensun ",
"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."
] | 2023-01-20T05:45:14 | 2023-08-27T07:41:43 | null | NONE | null | ### Environment
<!-- Please fill in those that seem relevant. -->
* How do you deploy Kubeflow Pipelines (KFP)?
I deployed Kubeflow by docker driver on minikube
```
minikube start --driver=docker --kubernetes-version=1.23.14 --memory=12g --cpus=4
```
* KFP version:
1.6.0
* KFP SDK version:
2.0.0b2
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https://api.github.com/repos/kubeflow/pipelines/issues/8738 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8738/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8738/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8738/events | https://github.com/kubeflow/pipelines/issues/8738 | 1,550,155,474 | I_kwDOB-71UM5cZX7S | 8,738 | [fix instructions] KFP 2.0 SDK Client APIException 400 | {
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"`kfp==2.0.0b10` and `kfp-pipeline==0.1.17` are yanked. This is no longer be an issue."
] | 2023-01-20T00:35:32 | 2023-01-20T21:46:19 | 2023-01-20T21:46:19 | MEMBER | null | If you are getting `kfp_server_api.exceptions.ApiException: (400)` errors when trying to run a pipeline and have `kfp-pipeline-spec==0.1.17` installed in your environment, you must `pip install kfp<=2.0.0b9 kfp-pipeline-spec==0.1.16` and pin these dependencies in your KFP SDK environment. | {
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"/cc @gkcalat ",
"This has been fixed in #8633"
] | 2023-01-19T22:38:17 | 2023-03-10T00:54:43 | 2023-02-07T00:27:12 | COLLABORATOR | null | null | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8734 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8734/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8734/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8734/events | https://github.com/kubeflow/pipelines/issues/8734 | 1,548,912,217 | I_kwDOB-71UM5cUoZZ | 8,734 | [sdk] InvalidInputError when uploading dsl.pipeline with default values in arguments | {
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"Hi @fstetic!\r\nThank you for reporting this. Could you please share more details on this: error message, logs, yaml pipeline spec?",
"@fstetic, if you `pip install kfp-pipeline-spec==0.1.16` is the error resolved?",
"@gkcalat sure!\r\n\r\nHere is the full error message:\r\n`{\"error_message\":\"Error creating... | 2023-01-19T10:45:25 | 2023-06-06T07:20:38 | 2023-06-06T07:20:38 | NONE | null | ### Environment
* KFP version:
<!-- For more information, see an overview of KFP installation options: https://www.kubeflow.org/docs/pipelines/installation/overview/. -->
Local Canonical Kubeflow using [this guide](https://charmed-kubeflow.io/docs/quickstart)
* KFP SDK version:
<!-- Specify the version of Kub... | {
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https://api.github.com/repos/kubeflow/pipelines/issues/8733 | https://api.github.com/repos/kubeflow/pipelines | https://api.github.com/repos/kubeflow/pipelines/issues/8733/labels{/name} | https://api.github.com/repos/kubeflow/pipelines/issues/8733/comments | https://api.github.com/repos/kubeflow/pipelines/issues/8733/events | https://github.com/kubeflow/pipelines/issues/8733 | 1,548,888,123 | I_kwDOB-71UM5cUig7 | 8,733 | [backend] Cannot get MLMD objects from Metadata store when running v2 pipeline | {
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"Hi @fstetic!\r\nThank you for reporting this. Could you confirm whether the problem is persistent or if it goes away after the run completes?",
"Hi @gkcalat! Thanks for the quick response.\r\n\r\nThe run doesn't complete. That error happens at the start of the run.\r\n\r\nI tried a tutorial pipeline with v1 YAML... | 2023-01-19T10:30:18 | 2023-09-06T02:12:32 | null | NONE | null | ### Environment
* How did you deploy Kubeflow Pipelines (KFP)?
Local Canonical Kubeflow using [this guide](https://charmed-kubeflow.io/docs/quickstart)
* KFP version:
Bottom of KFP UI left sidenav says `build version dev_local` and the guide states 1.6
* KFP SDK version:
kfp 2.0.0b10
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"Hi @HumairAK!\r\nThank you for reporting thins. Could you please share if you encounter this problem with `MySQL` DB?",
"@gkcalat Percona xtradb is a drop in replacement for mysql db so I expect the same queries are made against mysql db, they may not show up in stdout logs though, you may need to check the quer... | 2023-01-19T04:52:31 | 2023-08-28T20:58:38 | null | NONE | null | When running a fresh deployment of pipelines (from kfp-tekton repo) using Percona Xtradb as a replacement db, I noticed some errors during start up in the logs where apiserver attempts to drop indexes named `Name` that don't exist.
```
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"issue also present in kfp 2.0.0b11",
"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."
] | 2023-01-19T03:11:55 | 2023-08-27T07:41:47 | null | NONE | null | ### Environment
Python version 3.8.6 Local Jupyter Notebook
MacBook Pro 2019
* KFP version: kfp 2.0.0b10
* KFP SDK version: kfp 2.0.0b10
* All dependencies version:
kfp 2.0.0b10
kfp-pipeline-spec 0.1.17
kfp-server-api 2.0.0a6
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"After another look, this is already supported."
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```
F0118 21:12:37.782413 14 main.go:49] failed to execute importer component: failed to create MLMD artifact from ImporterSpec: failed to get or insert artifact type with schema title: system.Dataset: getOrInsertArtifactType(schema="title: system.Dataset") failed: rpc error: code = No... | {
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* [x] #8726
* [x] #8727
* [x] #8729
* [x] #8728
* [ ] #9019
* [x] #9049
* [ ] #9537
* [ ] #9538
* [ ] #9539
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* [x] #8700
* [x] #8701
* [x] #8702
* [x] #8735 | {
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(Open the issue to track an earlier thought). | {
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Migrate KFP SDK tests to use [`pytest`](https://docs.pytest.org/en/7.... | {
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Refactor [kfp.components.type_utils](https://github.com/kubeflow/pipelines/blob/master/sdk/python/kfp/components... | {
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### What feature would you like to see?
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Per [Python docs](https://docs.python.org/3/howto/logging.html#when-to-use-logging), use `warnings.warn` when warn... | {
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<!-- /area frontend -->
<!-- /area backend -->
/area sdk
<!-- /area samples -->
<!-- /area components -->
### What feature would you like to see?
Support Python 3.11.
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