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add docs around pipelines obj store configurations
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Signed-off-by: Humair Khan <HumairAK@users.noreply.github.com>
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HumairAK committed Sep 16, 2024
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15 changes: 5 additions & 10 deletions content/en/docs/components/pipelines/concepts/pipeline-root.md
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Expand Up @@ -14,11 +14,10 @@ guide](/docs/components/pipelines/operator-guides/installation/) to deploy Kubef

## What is pipeline root?

Pipeline root represents an artifact repository where Kubeflow Pipelines stores a pipeline's artifacts.
This feature supports MinIO, S3, GCS natively using [Go CDK](https://github.com/google/go-cloud). Artifacts can be more accessible in S3 and GCS when integrating Kubeflow Pipelines with other systems.
Pipeline root represents the path within an object store bucket where Kubeflow Pipelines stores a pipeline's artifacts.
This feature supports MinIO, S3, GCS natively using [Go CDK](https://github.com/google/go-cloud).

**Note:** For MinIO, you can't change the MinIO instance. Kubeflow Pipelines can only use the Minio instance deployed with itself.
(Please thumb up this [GitHub Issue](https://github.com/kubeflow/pipelines/issues/6517) if you need to specify the Minio instance.)
Artifacts can be more accessible in S3 and GCS when integrating Kubeflow Pipelines with other systems.

## How to configure pipeline root authentication
#### MinIO
Expand All @@ -45,13 +44,9 @@ If you want to specify the `pipeline root` to S3, please choose one of the follo
## How to configure pipeline root

#### Via ConfigMaps
The default Pipeline root at the Kubeflow pipeline deployment level can be changed by configuring the KFP Launcher configmap.

You can configure default pipeline root for Kubeflow Pipelines via changing the `defaultPipelineRoot` entry of ConfigMaps `kfp-launcher` in Kubernetes namespace.

```shell
kubectl edit configMap kfp-launcher -n ${namespace}
```
This pipeline root will be the default pipeline root for all pipelines running in the Kubernetes namespace unless you override it using one of the following options:
Instructions can be found [here](/docs/components/pipelines/operator-guides/configure-object-store/_index.md/#object-store-configuration).

#### Via Building Pipelines
You can configure a pipeline root through the `kfp.dsl.pipeline` annotation when [building pipelines](/docs/components/pipelines/legacy-v1/sdk/build-pipeline/#build-your-pipeline)
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