[SPARK-51679] Support dtypes for DataFrame
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What changes were proposed in this pull request?
This PR aims to support
dtypesforDataFrame.Why are the changes needed?
For feature parity.
Does this PR introduce any user-facing change?
No, this is a new addition to the unreleased version.
How was this patch tested?
Pass the CIs.
Was this patch authored or co-authored using generative AI tooling?
No.