[SPARK-53683] Use Spark 3.5.7 for Spark 3 integration tests

### What changes were proposed in this pull request?

This PR aims to use `Spark 3.5.7` for Spark 3 integration tests.

### Why are the changes needed?

Since Apache Spark 3.5.7 is available, we had better use this stable version than 3.5.6.
- https://github.com/apache/spark/releases/tag/v3.5.7

### Does this PR introduce _any_ user-facing change?

No.

### How was this patch tested?

Pass the CIs.

### Was this patch authored or co-authored using generative AI tooling?

No.

Closes #240 from dongjoon-hyun/SPARK-53683.

Authored-by: Dongjoon Hyun <[email protected]>
Signed-off-by: Dongjoon Hyun <[email protected]>

Author: dongjoon-hyun

.github/workflows/build_and_test.yml

@@ -217,11 +217,11 @@ jobs:
       run: swift test --filter NOTHING -c release
     - name: Test
       run: |
-        curl -LO https://www.apache.org/dyn/closer.lua/spark/spark-3.5.6/spark-3.5.6-bin-hadoop3.tgz?action=download
-        tar xvfz spark-3.5.6-bin-hadoop3.tgz && rm spark-3.5.6-bin-hadoop3.tgz
-        mv spark-3.5.6-bin-hadoop3 /tmp/spark
+        curl -LO https://www.apache.org/dyn/closer.lua/spark/spark-3.5.7/spark-3.5.7-bin-hadoop3.tgz?action=download
+        tar xvfz spark-3.5.7-bin-hadoop3.tgz && rm spark-3.5.7-bin-hadoop3.tgz
+        mv spark-3.5.7-bin-hadoop3 /tmp/spark
         cd /tmp/spark/sbin
-        ./start-connect-server.sh --packages org.apache.spark:spark-connect_2.12:3.5.6
+        ./start-connect-server.sh --packages org.apache.spark:spark-connect_2.12:3.5.7
         cd -
         swift test --no-parallel -c release
 
@@ -245,11 +245,11 @@ jobs:
       run: swift test --filter NOTHING -c release
     - name: Test
       run: |
-        curl -LO https://www.apache.org/dyn/closer.lua/spark/spark-3.5.6/spark-3.5.6-bin-hadoop3.tgz?action=download
-        tar xvfz spark-3.5.6-bin-hadoop3.tgz && rm spark-3.5.6-bin-hadoop3.tgz
-        mv spark-3.5.6-bin-hadoop3 /tmp/spark
+        curl -LO https://www.apache.org/dyn/closer.lua/spark/spark-3.5.7/spark-3.5.7-bin-hadoop3.tgz?action=download
+        tar xvfz spark-3.5.7-bin-hadoop3.tgz && rm spark-3.5.7-bin-hadoop3.tgz
+        mv spark-3.5.7-bin-hadoop3 /tmp/spark
         cd /tmp/spark/sbin
-        ./start-connect-server.sh --packages org.apache.spark:spark-connect_2.12:3.5.6,org.apache.iceberg:iceberg-spark-runtime-3.5_2.12:1.10.0 -c spark.sql.catalog.local=org.apache.iceberg.spark.SparkCatalog -c spark.sql.catalog.local.type=hadoop -c spark.sql.catalog.local.warehouse=/tmp/spark/warehouse -c spark.sql.defaultCatalog=local
+        ./start-connect-server.sh --packages org.apache.spark:spark-connect_2.12:3.5.7,org.apache.iceberg:iceberg-spark-runtime-3.5_2.12:1.10.0 -c spark.sql.catalog.local=org.apache.iceberg.spark.SparkCatalog -c spark.sql.catalog.local.type=hadoop -c spark.sql.catalog.local.warehouse=/tmp/spark/warehouse -c spark.sql.defaultCatalog=local
         cd -
         swift test --filter DataFrameWriterV2Tests -c release
         swift test --filter IcebergTest -c release