[SPARK-48021][ML][BUILD] Add --add-modules=jdk.incubator.vector to …

…`JavaModuleOptions`

### What changes were proposed in this pull request?
The pr aims to:
- add `--add-modules=jdk.incubator.vector` to `JavaModuleOptions`
- remove `jdk.incubator.foreign` and `-Dforeign.restricted=warn` from `SparkBuild.scala`

### Why are the changes needed?
1.`jdk.incubator.vector`
First introduction: apache#30810
https://github.com/apache/spark/pull/30810/files#diff-6f545c33f2fcc975200bf208c900a600a593ce6b170180f81e2f93b3efb6cb3e
<img width="1045" alt="image" src="https://github.com/apache/spark/assets/15246973/6ac7919a-5d82-475c-b8a2-7d9de71acacc">

Why should we add `--add-modules=jdk.incubator.vector` to `JavaModuleOptions`,
Because when we only add `--add-modules=jdk.incubator.vector` to `SparkBuild.scala`, it will only take effect when compiling, as follows:
```
build/sbt "mllib-local/Test/runMain org.apache.spark.ml.linalg.BLASBenchmark"
...
```
<img width="619" alt="image" src="https://github.com/apache/spark/assets/15246973/54d5f55f-cefe-4126-b255-69488f8699a6">

However, when we use `spark-submit`, it is as follows:
```
./bin/spark-submit --class org.apache.spark.ml.linalg.BLASBenchmark /Users/panbingkun/Developer/spark/spark-community/mllib-local/target/scala-2.13/spark-mllib-local_2.13-4.0.0-SNAPSHOT-tests.jar
```
<img width="1399" alt="image" src="https://github.com/apache/spark/assets/15246973/8e02fa93-fef4-4cdc-96bd-908b3e9baea1">

Obviously, `--add-modules=jdk.incubator.vector` does not take effect in the `Spark runtime`, so I propose adding `--add-modules=jdk.incubator.vector` to the `JavaModuleOptions`(`Spark runtime options`) so that we can improve `performance` by using `hardware-accelerated BLAS operations` by default.

After this patch(add `--add-modules=jdk.incubator.vector` to the `JavaModuleOptions`), as follows:
<img width="1399" alt="image" src="https://github.com/apache/spark/assets/15246973/da7aa494-0d3c-4c60-9991-e7cd29a1cec5">

2.`jdk.incubator.foreign` and `-Dforeign.restricted=warn`
A.First introduction: apache#32253
https://github.com/apache/spark/pull/32253/files#diff-6f545c33f2fcc975200bf208c900a600a593ce6b170180f81e2f93b3efb6cb3e
<img width="1041" alt="image" src="https://github.com/apache/spark/assets/15246973/3f526019-c389-4e60-ab2a-7777f8e99cfb">
Use `dev.ludovic.netlib:blas:1.3.2`, the class `ForeignLinkerBLAS` uses `jdk.incubator.foreign.*` in this version, so we need to add `jdk.incubator.foreign` and `-Dforeign.restricted=warn` to `SparkBuild.scala`
https://github.com/apache/spark/pull/32253/files#diff-9c5fb3d1b7e3b0f54bc5c4182965c4fe1f9023d449017cece3005d3f90e8e4d8
<img width="497" alt="image" src="https://github.com/apache/spark/assets/15246973/4fd35e96-0da2-4456-a3f6-6b57ad2e9b64">
https://github.com/luhenry/netlib/blob/v1.3.2/blas/src/main/java/dev/ludovic/netlib/blas/ForeignLinkerBLAS.java#L36
<img width="743" alt="image" src="https://github.com/apache/spark/assets/15246973/4b7e3bd1-4650-4c7d-bdb4-c1761d48d478">

However, with the iterative development of `dev.ludovic.netlib`, `ForeignLinkerBLAS` has experienced one `major` change, as following:
luhenry/netlib@48e923c
<img width="452" alt="image" src="https://github.com/apache/spark/assets/15246973/7ba30b19-00c7-4cc4-bea7-a6ab4b326ad8">
From now on (V3.0.0), `jdk.incubator.foreign.*` will not be used in `dev.ludovic.netlib`

Currently, Spark has used the `dev.ludovic.netlib` of version `v3.0.3`. In this version, `ForeignLinkerBLAS` has be removed.
https://github.com/apache/spark/blob/master/pom.xml#L191

Double check (`jdk.incubator.foreign` cannot be found in the `netlib` source code):
<img width="674" alt="image" src="https://github.com/apache/spark/assets/15246973/5c6c6d73-6a5d-427a-9fb4-f626f02335ca">

So we can completely remove options `jdk.incubator.foreign` and `-Dforeign.restricted=warn`.

B.For JDK 21
(PS: This is to explain the historical reasons for the differences between the current code logic and the initial ones)
(Just because `Spark` made changes to support `JDK 21`)
https://issues.apache.org/jira/browse/SPARK-44088
<img width="1350" alt="image" src="https://github.com/apache/spark/assets/15246973/34e7e7e8-4e72-470e-abc0-d79406ad25e5">

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

### How was this patch tested?
- Manually test
- Pass GA.

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

Closes apache#46246 from panbingkun/test_spark_build.

Authored-by: panbingkun <panbingkun@baidu.com>
Signed-off-by: Dongjoon Hyun <dhyun@apple.com>

launcher/src/main/java/org/apache/spark/launcher/JavaModuleOptions.java

@@ -27,6 +27,7 @@
 public class JavaModuleOptions {
     private static final String[] DEFAULT_MODULE_OPTIONS = {
       "-XX:+IgnoreUnrecognizedVMOptions",
+      "--add-modules=jdk.incubator.vector",
       "--add-opens=java.base/java.lang=ALL-UNNAMED",
       "--add-opens=java.base/java.lang.invoke=ALL-UNNAMED",
       "--add-opens=java.base/java.lang.reflect=ALL-UNNAMED",

project/SparkBuild.scala

@@ -294,13 +294,8 @@ object SparkBuild extends PomBuild {
     publishLocal := Seq((MavenCompile / publishLocal), (SbtCompile / publishLocal)).dependOn.value,
 
     javaOptions ++= {
-      val versionParts = System.getProperty("java.version").split("[+.\\-]+", 3)
-      val major = versionParts(0).toInt
-      if (major >= 21) {
-        Seq("--add-modules=jdk.incubator.vector", "-Dforeign.restricted=warn")
-      } else {
-        Seq("--add-modules=jdk.incubator.vector,jdk.incubator.foreign", "-Dforeign.restricted=warn")
-      }
+      // for `dev.ludovic.netlib.blas` which implements such hardware-accelerated BLAS operations
+      Seq("--add-modules=jdk.incubator.vector")
     },
 
     (Compile / doc / javacOptions) ++= {