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

    https://github.com/apache/spark/pull/19681#discussion_r158326122
  
    --- Diff: 
sql/core/src/main/scala/org/apache/spark/sql/execution/ui/SQLAppStatusListener.scala
 ---
    @@ -0,0 +1,366 @@
    +/*
    + * 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.sql.execution.ui
    +
    +import java.util.Date
    +import java.util.concurrent.ConcurrentHashMap
    +import java.util.function.Function
    +
    +import scala.collection.JavaConverters._
    +
    +import org.apache.spark.{JobExecutionStatus, SparkConf}
    +import org.apache.spark.internal.Logging
    +import org.apache.spark.scheduler._
    +import org.apache.spark.sql.execution.SQLExecution
    +import org.apache.spark.sql.execution.metric._
    +import org.apache.spark.status.LiveEntity
    +import org.apache.spark.status.config._
    +import org.apache.spark.ui.SparkUI
    +import org.apache.spark.util.kvstore.KVStore
    +
    +private[sql] class SQLAppStatusListener(
    +    conf: SparkConf,
    +    kvstore: KVStore,
    +    live: Boolean,
    +    ui: Option[SparkUI] = None)
    +  extends SparkListener with Logging {
    +
    +  // How often to flush intermediate state of a live execution to the 
store. When replaying logs,
    +  // never flush (only do the very last write).
    +  private val liveUpdatePeriodNs = if (live) 
conf.get(LIVE_ENTITY_UPDATE_PERIOD) else -1L
    +
    +  // Live tracked data is needed by the SQL status store to calculate 
metrics for in-flight
    +  // executions; that means arbitrary threads may be querying these maps, 
so they need to be
    +  // thread-safe.
    +  private val liveExecutions = new ConcurrentHashMap[Long, 
LiveExecutionData]()
    +  private val stageMetrics = new ConcurrentHashMap[Int, LiveStageMetrics]()
    +
    +  private var uiInitialized = false
    +
    +  override def onJobStart(event: SparkListenerJobStart): Unit = {
    +    val executionIdString = 
event.properties.getProperty(SQLExecution.EXECUTION_ID_KEY)
    +    if (executionIdString == null) {
    +      // This is not a job created by SQL
    +      return
    +    }
    +
    +    val executionId = executionIdString.toLong
    +    val jobId = event.jobId
    +    val exec = getOrCreateExecution(executionId)
    +
    +    // Record the accumulator IDs for the stages of this job, so that the 
code that keeps
    +    // track of the metrics knows which accumulators to look at.
    +    val accumIds = exec.metrics.map(_.accumulatorId).sorted.toList
    +    event.stageIds.foreach { id =>
    +      stageMetrics.put(id, new LiveStageMetrics(id, 0, accumIds.toArray, 
new ConcurrentHashMap()))
    +    }
    +
    +    exec.jobs = exec.jobs + (jobId -> JobExecutionStatus.RUNNING)
    +    exec.stages = event.stageIds.toSet
    --- End diff --
    
    oh good catch.  I can submit a fix for this


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