Github user mengxr commented on a diff in the pull request:

    https://github.com/apache/spark/pull/8537#discussion_r38583232
  
    --- Diff: 
mllib/src/test/java/org/apache/spark/ml/source/JavaLibSVMRelationSuite.java ---
    @@ -0,0 +1,59 @@
    +package org.apache.spark.ml.source;
    +
    +import com.google.common.base.Charsets;
    +import com.google.common.io.Files;
    +import org.apache.spark.api.java.JavaSparkContext;
    +import org.apache.spark.mllib.linalg.Vectors;
    +import org.apache.spark.sql.DataFrame;
    +import org.apache.spark.sql.Row;
    +import org.apache.spark.sql.SQLContext;
    +import org.apache.spark.util.Utils;
    +import org.junit.After;
    +import org.junit.Assert;
    +import org.junit.Before;
    +import org.junit.Test;
    +
    +import java.io.File;
    +import java.io.IOException;
    +
    +/**
    + * Test LibSVMRelation in Java.
    + */
    +public class JavaLibSVMRelationSuite {
    +  private transient JavaSparkContext jsc;
    +  private transient SQLContext jsql;
    +  private transient DataFrame dataset;
    +
    +  private File path;
    +
    +  @Before
    +  public void setUp() throws IOException {
    +    jsc = new JavaSparkContext("local", "JavaLibSVMRelationSuite");
    +    jsql = new SQLContext(jsc);
    +
    +    path = Utils.createTempDir(System.getProperty("java.io.tmpdir"),
    +      "datasource").getCanonicalFile();
    +    if (path.exists()) {
    +      path.delete();
    +    }
    +
    +    String s = "1 1:1.0 3:2.0 5:3.0\n0\n0 2:4.0 4:5.0 6:6.0";
    +    Files.write(s, path, Charsets.US_ASCII);
    +  }
    +
    +  @After
    +  public void tearDown() {
    +    jsc.stop();
    +    jsc = null;
    +  }
    +
    +  @Test
    +  public void verifyLibSvmDF() {
    --- End diff --
    
    `LibSVM`  to be consistent.


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