[SPARK-54170] Use StructuredLogging message in Scala side #52864
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HyukjinKwon
approved these changes
Nov 4, 2025
zhengruifeng
approved these changes
Nov 4, 2025
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What changes were proposed in this pull request?
Uses StructuredLogging message in Scala side.
Why are the changes needed?
Follow-up of #52689.
The StructuredLogging framework should be used.
Does this PR introduce any user-facing change?
No.
How was this patch tested?
Manually.
Was this patch authored or co-authored using generative AI tooling?
No.