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What changes were proposed in this pull request?

This PR is a followup of #51590 that imports SDP module when connect dependencies are available

Why are the changes needed?

To make the builds without Spark Connect dependencies work, e.g., https://github.com/apache/spark/actions/runs/16552497456/job/46809414074

Does this PR introduce any user-facing change?

No, test-only.

How was this patch tested?

Manually.

Was this patch authored or co-authored using generative AI tooling?

No.

@HyukjinKwon
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Merged to master.

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