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Merge branch 'main' into codex/upgrade-spark-4.1.2

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PR Build (Linux) / Lint

PR Build (Linux) / Lint Java (Spark 3.4, JDK 11, Scala 2.12)

PR Build (Linux) / Lint Java (Spark 3.5, JDK 17, Scala 2.12)

PR Build (Linux) / Lint Java (Spark 4.0, JDK 17)

PR Build (Linux) / Lint Java (Spark 4.0, JDK 21)

PR Build (Linux) / Build Spark 4.1, JDK 17

PR Build (Linux) / Build Native Library

PR Build (Linux) / ubuntu-latest/rust-test

PR Build (Linux) / Spark 3.4, JDK 11, Scala 2.12 [scans]

PR Build (Linux) / Spark 3.4, JDK 11, Scala 2.12 [shuffle]

PR Build (Linux) / Spark 3.4, JDK 11, Scala 2.12 [exec]

PR Build (Linux) / Spark 3.4, JDK 11, Scala 2.12 [expressions]

PR Build (Linux) / Spark 3.5, JDK 17, Scala 2.13 [scans]

PR Build (Linux) / Spark 3.5, JDK 17, Scala 2.13 [shuffle]

PR Build (Linux) / Spark 3.5, JDK 17, Scala 2.13 [exec]

PR Build (Linux) / Spark 3.5, JDK 17, Scala 2.13 [expressions]

PR Build (Linux) / Spark 4.0, JDK 21 [scans]

PR Build (Linux) / Spark 4.0, JDK 21 [shuffle]

PR Build (Linux) / Spark 4.0, JDK 21 [exec]

PR Build (Linux) / Spark 4.0, JDK 21 [expressions]

PR Build (Linux) / Spark 4.1, JDK 17 [scans]

PR Build (Linux) / Spark 4.1, JDK 17 [shuffle]

PR Build (Linux) / Spark 4.1, JDK 17 [exec]

PR Build (Linux) / Spark 4.1, JDK 17 [expressions]

PR Build (Linux) / Spark 4.2, JDK 17 [scans]

PR Build (Linux) / Spark 4.2, JDK 17 [shuffle]

PR Build (Linux) / Spark 4.2, JDK 17 [exec]

PR Build (Linux) / Spark 4.2, JDK 17 [expressions]

PR Build (Linux) / Verify TPC-H Results

PR Build (Linux) / Verify TPC-DS Results

PR Build (macOS) / Lint

PR Build (macOS) / Build Native Library (macOS)

PR Build (macOS) / macos-14/Spark 4.0, JDK 17, Scala 2.13 [scans]

PR Build (macOS) / macos-14/Spark 4.0, JDK 17, Scala 2.13 [shuffle]

PR Build (macOS) / macos-14/Spark 4.0, JDK 17, Scala 2.13 [exec]

PR Build (macOS) / macos-14/Spark 4.0, JDK 17, Scala 2.13 [expressions]

PR Benchmark Check

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Spark SQL Tests (Spark 3.4)

Spark SQL Tests (Spark 3.5) / Build Native Library

Spark SQL Tests (Spark 3.5) / spark-sql-catalyst/spark-3.5.8-jdk17

Spark SQL Tests (Spark 3.5) / spark-sql-sql_core-1/spark-3.5.8-jdk17

Spark SQL Tests (Spark 3.5) / spark-sql-sql_core-2/spark-3.5.8-jdk17

Spark SQL Tests (Spark 3.5) / spark-sql-sql_core-3/spark-3.5.8-jdk17

Spark SQL Tests (Spark 3.5) / spark-sql-sql_hive-1/spark-3.5.8-jdk17

Spark SQL Tests (Spark 3.5) / spark-sql-sql_hive-2/spark-3.5.8-jdk17

Spark SQL Tests (Spark 3.5) / spark-sql-sql_hive-3/spark-3.5.8-jdk17

Spark SQL Tests (Spark 3.5) / merge-fallback-logs

Spark SQL Tests (Spark 4.0) / Build Native Library

Spark SQL Tests (Spark 4.0) / spark-sql-catalyst/spark-4.0.2-jdk17

Spark SQL Tests (Spark 4.0) / spark-sql-sql_core-1/spark-4.0.2-jdk17

Spark SQL Tests (Spark 4.0) / spark-sql-sql_core-2/spark-4.0.2-jdk17

Spark SQL Tests (Spark 4.0) / spark-sql-sql_core-3/spark-4.0.2-jdk17

Spark SQL Tests (Spark 4.0) / spark-sql-sql_hive-1/spark-4.0.2-jdk17

Spark SQL Tests (Spark 4.0) / spark-sql-sql_hive-2/spark-4.0.2-jdk17

Spark SQL Tests (Spark 4.0) / spark-sql-sql_hive-3/spark-4.0.2-jdk17

Spark SQL Tests (Spark 4.0) / merge-fallback-logs

Spark SQL Tests (Spark 4.1)

Iceberg Spark SQL Tests (Iceberg 1.8)

Iceberg Spark SQL Tests (Iceberg 1.9)

Iceberg Spark SQL Tests (Iceberg 1.10) / Build Native Library

Iceberg Spark SQL Tests (Iceberg 1.10) / iceberg-spark/iceberg-1.10.0/spark-3.5.8/scala-2.13/java-17

Iceberg Spark SQL Tests (Iceberg 1.10) / iceberg-spark-extensions/iceberg-1.10.0/spark-3.5.8/scala-2.13/java-17

Iceberg Spark SQL Tests (Iceberg 1.10) / iceberg-spark-runtime/iceberg-1.10.0/spark-3.5.8/scala-2.13/java-17

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