[SPARK-53064][CORE] Rewrite MDC LogKey in Java#51775

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Commits on Aug 5, 2025

[SPARK-53064][CORE] Rewrite MDC LogKey in Java - step1 - common changes
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[SPARK-53064][CORE] Rewrite MDC LogKey in Java - step2 - fix import
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