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docs: add warning about multi-namespace Spark Operator deployments#4303

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Sanika123-art:fix/spark-operator-multi-namespace-doc
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docs: add warning about multi-namespace Spark Operator deployments#4303
Sanika123-art wants to merge 1 commit intokubeflow:masterfrom
Sanika123-art:fix/spark-operator-multi-namespace-doc

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@Sanika123-art
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What this PR does

Adds an Important alert to the Spark Operator documentation explaining that
the operator creates cluster-scoped resources (such as webhooks and ClusterRoles),
which makes running instances in different namespaces within the same cluster
unsupported.

Why this change is needed

Users attempting to deploy multiple Spark Operator instances may encounter
resource conflicts that are not clearly documented today. This change makes the
limitation explicit and guides users toward the recommended approach of using a
single operator namespace with different Spark job namespaces.

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Hi @Sanika123-art. Thanks for your PR.

I'm waiting for a kubeflow member to verify that this patch is reasonable to test. If it is, they should reply with /ok-to-test on its own line. Until that is done, I will not automatically test new commits in this PR, but the usual testing commands by org members will still work. Regular contributors should join the org to skip this step.

Once the patch is verified, the new status will be reflected by the ok-to-test label.

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[APPROVALNOTIFIER] This PR is NOT APPROVED

This pull-request has been approved by:
Once this PR has been reviewed and has the lgtm label, please assign vara-bonthu for approval. For more information see the Kubernetes Code Review Process.

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@google-oss-prow google-oss-prow bot added the area/spark-operator AREA: Kubeflow Spark Operator label Feb 8, 2026
@google-oss-prow google-oss-prow bot requested review from ImpSy and nabuskey February 8, 2026 08:59
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github-actions bot commented Feb 8, 2026

🚫 This command cannot be processed. Only organization members or owners can use the commands.

Signed-off-by: sanika palav <palavsanika62@gmail>
@Sanika123-art Sanika123-art force-pushed the fix/spark-operator-multi-namespace-doc branch from 97eabc9 to a886077 Compare February 8, 2026 09:10
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/ok-to-test

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2 participants