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

    https://github.com/apache/spark/pull/23231#discussion_r239008438
  
    --- Diff: 
mllib/src/test/scala/org/apache/spark/ml/feature/OneHotEncoderEstimatorSuite.scala
 ---
    @@ -0,0 +1,423 @@
    +/*
    + * 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.ml.attribute.{AttributeGroup, BinaryAttribute, 
NominalAttribute}
    +import org.apache.spark.ml.linalg.{Vector, Vectors, VectorUDT}
    +import org.apache.spark.ml.param.ParamsSuite
    +import org.apache.spark.ml.util.{DefaultReadWriteTest, MLTest}
    +import org.apache.spark.sql.{Encoder, Row}
    +import org.apache.spark.sql.catalyst.encoders.ExpressionEncoder
    +import org.apache.spark.sql.functions.col
    +import org.apache.spark.sql.types._
    +
    +class OneHotEncoderEstimatorSuite extends MLTest with DefaultReadWriteTest 
{
    --- End diff --
    
    The fitting of OneHotEncoderEstimator is actually done by OneHotEncoder. 
OneHotEncoderEstimator is just an alias. I'm not sure if we really need to add 
this test suite for it.


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