Github user jkbradley commented on a diff in the pull request:
https://github.com/apache/spark/pull/19746#discussion_r155860707
--- Diff:
mllib/src/test/scala/org/apache/spark/ml/feature/VectorSizeHintSuite.scala ---
@@ -0,0 +1,173 @@
+/*
+ * Licensed to the Apache Software Foundation (ASF) under one or more
+ * contributor license agreements. See the NOTICE file distributed with
+ * this work for additional information regarding copyright ownership.
+ * The ASF licenses this file to You under the Apache License, Version 2.0
+ * (the "License"); you may not use this file except in compliance with
+ * the License. You may obtain a copy of the License at
+ *
+ * http://www.apache.org/licenses/LICENSE-2.0
+ *
+ * Unless required by applicable law or agreed to in writing, software
+ * distributed under the License is distributed on an "AS IS" BASIS,
+ * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+ * See the License for the specific language governing permissions and
+ * limitations under the License.
+ */
+
+package org.apache.spark.ml.feature
+
+import org.apache.spark.{SparkException, SparkFunSuite}
+import org.apache.spark.ml.attribute.AttributeGroup
+import org.apache.spark.ml.linalg.{Vector, Vectors}
+import org.apache.spark.ml.util.DefaultReadWriteTest
+import org.apache.spark.mllib.util.MLlibTestSparkContext
+import org.apache.spark.sql.Row
+import org.apache.spark.sql.execution.streaming.MemoryStream
+import org.apache.spark.sql.streaming.StreamTest
+
+class VectorSizeHintSuite
+ extends SparkFunSuite with MLlibTestSparkContext with
DefaultReadWriteTest {
+
+ import testImplicits._
+
+ test("Test Param Validators") {
+ intercept[IllegalArgumentException] (new
VectorSizeHint().setHandleInvalid("invalidValue"))
+ intercept[IllegalArgumentException] (new VectorSizeHint().setSize(-3))
+ }
+
+ test("Adding size to column of vectors.") {
+
+ val size = 3
+ val vectorColName = "vector"
+ val denseVector = Vectors.dense(1, 2, 3)
+ val sparseVector = Vectors.sparse(size, Array(), Array())
+
+ val data = Seq(denseVector, denseVector,
sparseVector).map(Tuple1.apply)
+ val dataFrame = data.toDF(vectorColName)
+ assert(
+ AttributeGroup.fromStructField(dataFrame.schema(vectorColName)).size
== -1,
+ "Transformer did not add expected size data.")
--- End diff --
incorrect error message
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