Github user andrewor14 commented on a diff in the pull request:

    https://github.com/apache/spark/pull/10835#discussion_r50891801
  
    --- Diff: core/src/main/scala/org/apache/spark/util/JsonProtocol.scala ---
    @@ -284,11 +284,44 @@ private[spark] object JsonProtocol {
       }
     
       def accumulableInfoToJson(accumulableInfo: AccumulableInfo): JValue = {
    +    val name = accumulableInfo.name
         ("ID" -> accumulableInfo.id) ~
    -    ("Name" -> accumulableInfo.name) ~
    -    ("Update" -> accumulableInfo.update.map(new 
JString(_)).getOrElse(JNothing)) ~
    -    ("Value" -> accumulableInfo.value) ~
    -    ("Internal" -> accumulableInfo.internal)
    +    ("Name" -> name) ~
    +    ("Update" -> accumulableInfo.update.map { v => accumValueToJson(name, 
v) }) ~
    +    ("Value" -> accumulableInfo.value.map { v => accumValueToJson(name, v) 
}) ~
    +    ("Internal" -> accumulableInfo.internal) ~
    +    ("Count Failed Values" -> accumulableInfo.countFailedValues)
    +  }
    +
    +  /**
    +   * Serialize the value of an accumulator to JSON.
    +   *
    +   * For accmulators representing internal task metrics, this looks up the 
relevant
    +   * [[AccumulatorParam]] to serialize the value accordingly. For all 
other accumulators,
    +   * this will simply serialize the value as a string.
    +   *
    +   * The behavior here must match that of [[accumValueFromJson]]. TODO: 
add some tests.
    --- End diff --
    
    I just added a test


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