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

    https://github.com/apache/spark/pull/2187#discussion_r16874969
  
    --- Diff: 
core/src/test/scala/org/apache/spark/util/collection/ExternalAppendOnlyMapSuite.scala
 ---
    @@ -200,77 +204,127 @@ class ExternalAppendOnlyMapSuite extends FunSuite 
with LocalSparkContext {
     
         result.foreach { case (i, (seq1, seq2)) =>
           i match {
    -        case 0 => assert(seq1.toSet == Set[Int]() && seq2.toSet == 
Set[Int](2, 4))
    -        case 1 => assert(seq1.toSet == Set[Int](1) && seq2.toSet == 
Set[Int](1, 3))
    -        case 2 => assert(seq1.toSet == Set[Int](2) && seq2.toSet == 
Set[Int]())
    -        case 3 => assert(seq1.toSet == Set[Int](3) && seq2.toSet == 
Set[Int]())
    -        case 4 => assert(seq1.toSet == Set[Int](4) && seq2.toSet == 
Set[Int]())
    +        case 0 => assert(seq1.toSet === Set[Int]() && seq2.toSet === 
Set[Int](2, 4))
    +        case 1 => assert(seq1.toSet === Set[Int](1) && seq2.toSet === 
Set[Int](1, 3))
    +        case 2 => assert(seq1.toSet === Set[Int](2) && seq2.toSet === 
Set[Int]())
    +        case 3 => assert(seq1.toSet === Set[Int](3) && seq2.toSet === 
Set[Int]())
    +        case 4 => assert(seq1.toSet === Set[Int](4) && seq2.toSet === 
Set[Int]())
           }
         }
    +    sc.stop()
       }
     
    +  /**
    +   * For tests that involve spilling, run them multiple times with 
different compression settings.
    +   */
    +
       test("spilling") {
    -    val conf = createSparkConf(true)  // Load defaults, otherwise 
SPARK_HOME is not found
    +    runSpillingTest(testSpilling)
    +  }
    +
    +  test("spilling with hash collisions") {
    +    runSpillingTest(testSpillingWithCollisions)
    +  }
    +
    +  test("spilling with many hash collisions") {
    +    runSpillingTest(testSpillingWithManyCollisions)
    +  }
    +
    +  test("spilling with hash collisions using the Int.MaxValue key") {
    +    runSpillingTest(testSpillingWithCollisionsMaxInt)
    +  }
    +
    +  test("spilling with null keys and values") {
    +    runSpillingTest(testSpillingWithNullKeysAndValues)
    +  }
    +
    +  /* ------------------------------------ *
    +   * Actual test logic for spilling tests *
    +   * ------------------------------------ */
    +
    +  /**
    +   * Run a spilling test multiple times, with and without compression and 
using all codecs.
    +   */
    +  private def runSpillingTest(test: Option[String] => Unit): Unit = {
    --- End diff --
    
    A cool trick I used in YarnSparkHadoopUtilSuite is to do something like 
this:
    
        def spillingTest(name: String)(testFn: => Unit) = test(name) {
            blah blah blah testFn() blah
        }
    
    Then you can register like this:
    
        spillingTest("spilling with null keys and values") {
           // body of testSpillingWithNullKeysAndValues
        }
    
    Would look a little bit cleaner overall, but no biggie.


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