Github user cloud-fan commented on a diff in the pull request:

    https://github.com/apache/spark/pull/11410#discussion_r54535121
  
    --- Diff: 
repl/scala-2.11/src/test/scala/org/apache/spark/repl/ReplSuite.scala ---
    @@ -254,6 +254,30 @@ class ReplSuite extends SparkFunSuite {
             |import sqlContext.implicits._
             |case class TestCaseClass(value: Int)
             |sc.parallelize(1 to 10).map(x => 
TestCaseClass(x)).toDF().collect()
    +        |
    +        |// Test Dataset Serialization in the REPL
    +        |Seq(TestCaseClass(1)).toDS().collect()
    +      """.stripMargin)
    +    assertDoesNotContain("error:", output)
    +    assertDoesNotContain("Exception", output)
    +  }
    +
    +  test("Datasets and encoders") {
    +    val output = runInterpreter("local",
    +      """
    +        |import org.apache.spark.sql.functions._
    +        |import org.apache.spark.sql.Encoder
    +        |import org.apache.spark.sql.expressions.Aggregator
    +        |import org.apache.spark.sql.TypedColumn
    +        |val simpleSum = new Aggregator[Int, Int, Int] {
    +        |  def zero: Int = 0                     // The initial value.
    +        |  def reduce(b: Int, a: Int) = b + a    // Add an element to the 
running total
    +        |  def merge(b1: Int, b2: Int) = b1 + b2 // Merge intermediate 
values.
    +        |  def finish(b: Int) = b                // Return the final 
result.
    +        |}.toColumn
    +        |
    +        |val ds = Seq(1, 2, 3, 4).toDS()
    +        |ds.select(simpleSum).collect
    --- End diff --
    
    I tried to add such a test, but couldn't figure it out. The outer scope is 
the line wrapper class that generated by scala REPL framework and I'm not sure 
how to insert side effect into it.


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