[SPARK-47281][PYTHON][DOCS] Update the versions.json file for the already released spark version

[panbingkun]

What changes were proposed in this pull request?

The pr aims to update the versions. json file for the already released spark version.

Why are the changes needed?

Make the pyspark document display correctly.

Does this PR introduce any user-facing change?

Yes, only for pyspark docs.

How was this patch tested?

Manually test.

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

No.

[panbingkun]

cc @HyukjinKwon @HeartSaVioR @dongjoon-hyun @LuciferYang

[panbingkun]

For the published document, I will submit another PR to manually update it first.

[panbingkun]

For the published document, I will submit another PR to manually update it first.

Okay, I checked the spark-website code repository and currently only the spark-3.5.1 version has this feature. Other released versions do not yet have this feature, so there is no need to update the already published documentation.

apache/spark-website#507

[HeartSaVioR]

We shouldn't go with this approach before constructing the story to update the released versions of docs. I feel like this is not scalable.

[panbingkun]

I have marked this PR on JIRA and it needs to be applied to branch-3.5.1

[panbingkun]

We shouldn't go with this approach before constructing the story to update the released versions of docs. I feel like this is not scalable.

If this feature is not needed for the time being, I can submit a PR to revert this feature first.

[panbingkun]

The PR for removing this feature is here: #45387