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[SPARK-47659][CORE][TESTS] Improve
*LoggingSuite*
### What changes were proposed in this pull request? The pr aims to improve `UT` related to `structured logs`, including: `LoggingSuiteBase`, `StructuredLoggingSuite` and `PatternLoggingSuite`. ### Why are the changes needed? Enhance readability and make it more elegant. ### Does this PR introduce _any_ user-facing change? No. ### How was this patch tested? - Manually test. - Pass GA. ### Was this patch authored or co-authored using generative AI tooling? No. Closes #45784 from panbingkun/SPARK-47659. Authored-by: panbingkun <[email protected]> Signed-off-by: Gengliang Wang <[email protected]>
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