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[SPARK-53787] Upgrade Spark to 4.1.0-preview2
### What changes were proposed in this pull request? This PR aims to upgrade Spark to `4.1.0-preview2` for `4.0.1`. ### Why are the changes needed? Since Apache Spark 4.1.0 is planned next month, we had better prepare to use new features via using `4.1.0-preview2` (September) and `4.1.0-preview2 (October)` gradually. - apache/spark#51678 - apache/spark#51522 - apache/spark#50925 ### Does this PR introduce _any_ user-facing change? No behavior change. ### How was this patch tested? Pass the CIs. ### Was this patch authored or co-authored using generative AI tooling? No. Closes #364 from dongjoon-hyun/SPARK-53787. Authored-by: Dongjoon Hyun <[email protected]> Signed-off-by: Dongjoon Hyun <[email protected]>
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gradle/libs.versions.toml

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@@ -19,7 +19,7 @@ fabric8 = "7.4.0"
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lombok = "1.18.42"
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operator-sdk = "5.1.3"
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dropwizard-metrics = "4.2.33"
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spark = "4.0.1"
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spark = "4.1.0-preview2"
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log4j = "2.24.3"
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slf4j = "2.0.17"
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