[SPARK-21475][CORE][2ND ATTEMPT] Change to use NIO's Files API for external shuffle service

## What changes were proposed in this pull request?

This PR is the second attempt of #18684 , NIO's Files API doesn't override `skip` method for `InputStream`, so it will bring in performance issue (mentioned in #20119). But using `FileInputStream`/`FileOutputStream` will also bring in memory issue (https://dzone.com/articles/fileinputstream-fileoutputstream-considered-harmful), which is severe for long running external shuffle service. So here in this proposal, only fixing the external shuffle service related code.

## How was this patch tested?

Existing tests.

Author: jerryshao <[email protected]>

Closes #20144 from jerryshao/SPARK-21475-v2.

Author: jerryshao

common/network-common/src/main/java/org/apache/spark/network/buffer/FileSegmentManagedBuffer.java

@@ -24,6 +24,7 @@
 import java.io.RandomAccessFile;
 import java.nio.ByteBuffer;
 import java.nio.channels.FileChannel;
+import java.nio.file.StandardOpenOption;
 
 import com.google.common.base.Objects;
 import com.google.common.io.ByteStreams;
@@ -132,7 +133,7 @@ public Object convertToNetty() throws IOException {
     if (conf.lazyFileDescriptor()) {
       return new DefaultFileRegion(file, offset, length);
     } else {
-      FileChannel fileChannel = new FileInputStream(file).getChannel();
+      FileChannel fileChannel = FileChannel.open(file.toPath(), StandardOpenOption.READ);
       return new DefaultFileRegion(fileChannel, offset, length);
     }
   }

common/network-shuffle/src/main/java/org/apache/spark/network/shuffle/ShuffleIndexInformation.java

@@ -19,10 +19,10 @@
 
 import java.io.DataInputStream;
 import java.io.File;
-import java.io.FileInputStream;
 import java.io.IOException;
 import java.nio.ByteBuffer;
 import java.nio.LongBuffer;
+import java.nio.file.Files;
 
 /**
  * Keeps the index information for a particular map output
@@ -39,7 +39,7 @@ public ShuffleIndexInformation(File indexFile) throws IOException {
     offsets = buffer.asLongBuffer();
     DataInputStream dis = null;
     try {
-      dis = new DataInputStream(new FileInputStream(indexFile));
+      dis = new DataInputStream(Files.newInputStream(indexFile.toPath()));
       dis.readFully(buffer.array());
     } finally {
       if (dis != null) {