[SPARK-47981][BUILD] Upgrade Arrow to 16.0.0

### What changes were proposed in this pull request?
The pr aims to upgrade `Arrow` from `15.0.2` to `16.0.0`.

### Why are the changes needed?
https://arrow.apache.org/release/16.0.0.html

SPARK-46718 and SPARK-47531 upgraded the arrow version from 14 to 15, and 15 introduced the `eclipse-collections` dependency.

apache/arrow#40896

### Does this PR introduce _any_ user-facing change?
No

### How was this patch tested?
GA

### Was this patch authored or co-authored using generative AI tooling?
No

Closes apache#46214 from cxzl25/SPARK-47981.

Authored-by: sychen <[email protected]>
Signed-off-by: Kent Yao <[email protected]>

dev/deps/spark-deps-hadoop-3-hive-2.3

@@ -16,10 +16,11 @@ antlr4-runtime/4.13.1//antlr4-runtime-4.13.1.jar
 aopalliance-repackaged/3.0.3//aopalliance-repackaged-3.0.3.jar
 arpack/3.0.3//arpack-3.0.3.jar
 arpack_combined_all/0.1//arpack_combined_all-0.1.jar
-arrow-format/15.0.2//arrow-format-15.0.2.jar
-arrow-memory-core/15.0.2//arrow-memory-core-15.0.2.jar
-arrow-memory-netty/15.0.2//arrow-memory-netty-15.0.2.jar
-arrow-vector/15.0.2//arrow-vector-15.0.2.jar
+arrow-format/16.0.0//arrow-format-16.0.0.jar
+arrow-memory-core/16.0.0//arrow-memory-core-16.0.0.jar
+arrow-memory-netty-buffer-patch/16.0.0//arrow-memory-netty-buffer-patch-16.0.0.jar
+arrow-memory-netty/16.0.0//arrow-memory-netty-16.0.0.jar
+arrow-vector/16.0.0//arrow-vector-16.0.0.jar
 audience-annotations/0.12.0//audience-annotations-0.12.0.jar
 avro-ipc/1.11.3//avro-ipc-1.11.3.jar
 avro-mapred/1.11.3//avro-mapred-1.11.3.jar
@@ -33,6 +34,7 @@ breeze-macros_2.13/2.1.0//breeze-macros_2.13-2.1.0.jar
 breeze_2.13/2.1.0//breeze_2.13-2.1.0.jar
 bundle/2.24.6//bundle-2.24.6.jar
 cats-kernel_2.13/2.8.0//cats-kernel_2.13-2.8.0.jar
+checker-qual/3.42.0//checker-qual-3.42.0.jar
 chill-java/0.10.0//chill-java-0.10.0.jar
 chill_2.13/0.10.0//chill_2.13-0.10.0.jar
 commons-cli/1.6.0//commons-cli-1.6.0.jar
@@ -62,8 +64,6 @@ derby/10.16.1.1//derby-10.16.1.1.jar
 derbyshared/10.16.1.1//derbyshared-10.16.1.1.jar
 derbytools/10.16.1.1//derbytools-10.16.1.1.jar
 dropwizard-metrics-hadoop-metrics2-reporter/0.1.2//dropwizard-metrics-hadoop-metrics2-reporter-0.1.2.jar
-eclipse-collections-api/11.1.0//eclipse-collections-api-11.1.0.jar
-eclipse-collections/11.1.0//eclipse-collections-11.1.0.jar
 esdk-obs-java/3.20.4.2//esdk-obs-java-3.20.4.2.jar
 flatbuffers-java/23.5.26//flatbuffers-java-23.5.26.jar
 gcs-connector/hadoop3-2.2.21/shaded/gcs-connector-hadoop3-2.2.21-shaded.jar

pom.xml

@@ -228,7 +228,7 @@
     ./python/pyspark/sql/pandas/utils.py, ./python/packaging/classic/setup.py
     and ./python/packaging/connect/setup.py too.
     -->
-    <arrow.version>15.0.2</arrow.version>
+    <arrow.version>16.0.0</arrow.version>
     <ammonite.version>3.0.0-M1</ammonite.version>
 
     <!-- org.fusesource.leveldbjni will be used except on arm64 platform. -->