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

    https://github.com/apache/spark/pull/13620#discussion_r66895790
  
    --- Diff: core/src/main/scala/org/apache/spark/ui/jobs/AllJobsPage.scala ---
    @@ -369,3 +361,246 @@ private[ui] class AllJobsPage(parent: JobsTab) 
extends WebUIPage("") {
         }
       }
     }
    +
    +private[ui] class JobTableRowData(
    +    val jobData: JobUIData,
    +    val lastStageName: String,
    +    val lastStageDescription: String,
    +    val duration: Long,
    +    val formattedDuration: String,
    +    val submissionTime: Long,
    +    val formattedSubmissionTime: String,
    +    val jobDescription: NodeSeq,
    +    val detailUrl: String)
    +
    +private[ui] class JobDataSource(
    +    jobs: Seq[JobUIData],
    +    stageIdToInfo: HashMap[Int, StageInfo],
    +    stageIdToData: HashMap[(Int, Int), StageUIData],
    +    basePath: String,
    +    currentTime: Long,
    +    pageSize: Int,
    +    sortColumn: String,
    +    desc: Boolean) extends PagedDataSource[JobTableRowData](pageSize) {
    +
    +  // Convert JobUIData to JobTableRowData which contains the final 
contents to show in the table
    +  // so that we can avoid creating duplicate contents during sorting the 
data
    +  private val data = jobs.map(jobRow).sorted(ordering(sortColumn, desc))
    +
    +  private var _slicedJobIds: Set[Int] = null
    +
    +  override def dataSize: Int = data.size
    +
    +  override def sliceData(from: Int, to: Int): Seq[JobTableRowData] = {
    +    val r = data.slice(from, to)
    +    _slicedJobIds = r.map(_.jobData.jobId).toSet
    +    r
    +  }
    +
    +  def slicedJobIds: Set[Int] = _slicedJobIds
    +
    +  private def getLastStageNameAndDescription(job: JobUIData): (String, 
String) = {
    +    val lastStageInfo = Option(job.stageIds)
    +      .filter(_.nonEmpty)
    +      .flatMap { ids => stageIdToInfo.get(ids.max)}
    +    val lastStageData = lastStageInfo.flatMap { s =>
    +      stageIdToData.get((s.stageId, s.attemptId))
    +    }
    +    val name = lastStageInfo.map(_.name).getOrElse("(Unknown Stage Name)")
    +    val description = lastStageData.flatMap(_.description).getOrElse("")
    +    (name, description)
    +  }
    +
    +  private def jobRow(jobData: JobUIData): JobTableRowData = {
    +    val (lastStageName, lastStageDescription) = 
getLastStageNameAndDescription(jobData)
    +    val duration: Option[Long] = {
    +      jobData.submissionTime.map { start =>
    +        val end = 
jobData.completionTime.getOrElse(System.currentTimeMillis())
    +        end - start
    +      }
    +    }
    +    val formattedDuration = duration.map(d => 
UIUtils.formatDuration(d)).getOrElse("Unknown")
    +    val submissionTime = jobData.submissionTime
    +    val formattedSubmissionTime = 
submissionTime.map(UIUtils.formatDate).getOrElse("Unknown")
    +    val jobDescription = UIUtils.makeDescription(lastStageDescription, 
basePath, plainText = false)
    +
    +    val detailUrl = "%s/jobs/job?id=%s".format(basePath, jobData.jobId)
    +
    +    new JobTableRowData (
    +      jobData,
    +      lastStageName,
    +      lastStageDescription,
    +      duration.getOrElse(-1),
    +      formattedDuration,
    +      submissionTime.getOrElse(-1),
    +      formattedSubmissionTime,
    +      jobDescription,
    +      detailUrl
    +    )
    +  }
    +
    +  /**
    +   * Return Ordering according to sortColumn and desc
    +   */
    +  private def ordering(sortColumn: String, desc: Boolean): 
Ordering[JobTableRowData] = {
    +    val ordering = sortColumn match {
    +      case "Job Id" | "Job Id (Job Group)" => new 
Ordering[JobTableRowData] {
    +        override def compare(x: JobTableRowData, y: JobTableRowData): Int =
    +          Ordering.Int.compare(x.jobData.jobId, y.jobData.jobId)
    +      }
    +      case "Description" => new Ordering[JobTableRowData] {
    +        override def compare(x: JobTableRowData, y: JobTableRowData): Int =
    +          Ordering.String.compare(x.lastStageDescription, 
y.lastStageDescription)
    +      }
    +      case "Submitted" => new Ordering[JobTableRowData] {
    +        override def compare(x: JobTableRowData, y: JobTableRowData): Int =
    +          Ordering.Long.compare(x.submissionTime, y.submissionTime)
    +      }
    +      case "Duration" => new Ordering[JobTableRowData] {
    +        override def compare(x: JobTableRowData, y: JobTableRowData): Int =
    +          Ordering.Long.compare(x.duration, y.duration)
    +      }
    +      case "Stages: Succeeded/Total" | "Tasks (for all stages): 
Succeeded/Total" =>
    +        throw new IllegalArgumentException(s"Unsortable column: 
$sortColumn")
    +      case unknownColumn => throw new IllegalArgumentException(s"Unknown 
column: $unknownColumn")
    +    }
    +    if (desc) {
    +      ordering.reverse
    +    } else {
    +      ordering
    +    }
    +  }
    +
    +}
    +private[ui] class JobPagedTable(
    +    data: Seq[JobUIData],
    +    jobTag: String,
    +    basePath: String,
    +    // TODO: Should use StageID instead of Int below, but cannot resolve. 
How?
    --- End diff --
    
    in the class `JobProgressListener`, the `stageIdToData` is defined as 
`HashMap[(StageId, StageAttemptId), StageUIData]` and the `stageIdToInfo` is 
defined as `HashMap[StageId, StageInfo]`.
    But they cannot be resolved when the types like `StageId`, `StageAttemptId` 
are used. (They are defined in `JobProgressListener`, which I think could be 
used by others.) So I used `Int` here temporary.
    I think this should be fixed before the patch is merged, but I don't know 
how for now.
    Any suggestions?


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