diff options
Diffstat (limited to 'mllib/src/test/scala/org')
-rw-r--r-- | mllib/src/test/scala/org/apache/spark/mllib/util/MLUtilsSuite.scala | 35 |
1 files changed, 35 insertions, 0 deletions
diff --git a/mllib/src/test/scala/org/apache/spark/mllib/util/MLUtilsSuite.scala b/mllib/src/test/scala/org/apache/spark/mllib/util/MLUtilsSuite.scala index 734b7babec..70219e9ad9 100644 --- a/mllib/src/test/scala/org/apache/spark/mllib/util/MLUtilsSuite.scala +++ b/mllib/src/test/scala/org/apache/spark/mllib/util/MLUtilsSuite.scala @@ -25,6 +25,7 @@ import breeze.linalg.{squaredDistance => breezeSquaredDistance} import com.google.common.base.Charsets import com.google.common.io.Files +import org.apache.spark.SparkException import org.apache.spark.SparkFunSuite import org.apache.spark.mllib.linalg.{DenseVector, SparseVector, Vectors} import org.apache.spark.mllib.regression.LabeledPoint @@ -108,6 +109,40 @@ class MLUtilsSuite extends SparkFunSuite with MLlibTestSparkContext { Utils.deleteRecursively(tempDir) } + test("loadLibSVMFile throws IllegalArgumentException when indices is zero-based") { + val lines = + """ + |0 + |0 0:4.0 4:5.0 6:6.0 + """.stripMargin + val tempDir = Utils.createTempDir() + val file = new File(tempDir.getPath, "part-00000") + Files.write(lines, file, Charsets.US_ASCII) + val path = tempDir.toURI.toString + + intercept[SparkException] { + loadLibSVMFile(sc, path).collect() + } + Utils.deleteRecursively(tempDir) + } + + test("loadLibSVMFile throws IllegalArgumentException when indices is not in ascending order") { + val lines = + """ + |0 + |0 3:4.0 2:5.0 6:6.0 + """.stripMargin + val tempDir = Utils.createTempDir() + val file = new File(tempDir.getPath, "part-00000") + Files.write(lines, file, Charsets.US_ASCII) + val path = tempDir.toURI.toString + + intercept[SparkException] { + loadLibSVMFile(sc, path).collect() + } + Utils.deleteRecursively(tempDir) + } + test("saveAsLibSVMFile") { val examples = sc.parallelize(Seq( LabeledPoint(1.1, Vectors.sparse(3, Seq((0, 1.23), (2, 4.56)))), |