[SPARK-42403] JsonProtocol should handle null JSON strings

• Type: Bug
• Status: Resolved
• Priority: Blocker
• Resolution: Fixed
• Affects Version/s: 3.4.0
• Fix Version/s: 3.4.0
• Component/s: Spark Core
• Target Version/s: 3.4.0
• Assignee: Josh Rosen
• Reporter: Dongjoon Hyun
• Created: 11/Feb/23 01:12
• Updated: 11/Feb/23 05:55
• Resolved: 11/Feb/23 05:54

Description

Event Log

{"Declaring Class":"org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage1","Method Name":"columnartorow_nextBatch_0$","File Name":null,"Line Number":-1}

Apache Spark 3.4

3/02/10 16:54:46 ERROR ReplayListenerBus: Exception parsing Spark event log: file:/Users/dongjoon/data/history/eventlog_v2_spark-1676069204164-1qq70hioosynfzib9rmi77wbavnao-driver-job/events_1_spark-1676069204164-1qq70hioosynfzib9rmi77wbavnao-driver-job.zstd
java.lang.IllegalArgumentException: requirement failed: Expected string, got NULL
        at scala.Predef$.require(Predef.scala:281)
        at org.apache.spark.util.JsonProtocol$JsonNodeImplicits.extractString(JsonProtocol.scala:1614)
        at org.apache.spark.util.JsonProtocol$.$anonfun$stackTraceFromJson$1(JsonProtocol.scala:1561)
        at scala.collection.Iterator$$anon$10.next(Iterator.scala:461)
        at scala.collection.Iterator.foreach(Iterator.scala:943)
        at scala.collection.Iterator.foreach$(Iterator.scala:943)
        at scala.collection.AbstractIterator.foreach(Iterator.scala:1431)
        at scala.collection.generic.Growable.$plus$plus$eq(Growable.scala:62)
        at scala.collection.generic.Growable.$plus$plus$eq$(Growable.scala:53)
        at scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:105)
        at scala.collection.mutable.ArrayBuffer.$plus$plus$eq(ArrayBuffer.scala:49)
        at scala.collection.TraversableOnce.to(TraversableOnce.scala:366)
        at scala.collection.TraversableOnce.to$(TraversableOnce.scala:364)
        at scala.collection.AbstractIterator.to(Iterator.scala:1431)
        at scala.collection.TraversableOnce.toBuffer(TraversableOnce.scala:358)
        at scala.collection.TraversableOnce.toBuffer$(TraversableOnce.scala:358)
        at scala.collection.AbstractIterator.toBuffer(Iterator.scala:1431)
        at scala.collection.TraversableOnce.toArray(TraversableOnce.scala:345)
        at scala.collection.TraversableOnce.toArray$(TraversableOnce.scala:339)
        at scala.collection.AbstractIterator.toArray(Iterator.scala:1431)
        at org.apache.spark.util.JsonProtocol$.stackTraceFromJson(JsonProtocol.scala:1564)
        at org.apache.spark.util.JsonProtocol$.taskEndReasonFromJson(JsonProtocol.scala:1361)
        at org.apache.spark.util.JsonProtocol$.taskEndFromJson(JsonProtocol.scala:938)
        at org.apache.spark.util.JsonProtocol$.sparkEventFromJson(JsonProtocol.scala:876)
        at org.apache.spark.util.JsonProtocol$.sparkEventFromJson(JsonProtocol.scala:865)
        at org.apache.spark.scheduler.ReplayListenerBus.replay(ReplayListenerBus.scala:88)
        at org.apache.spark.scheduler.ReplayListenerBus.replay(ReplayListenerBus.scala:59)
        at org.apache.spark.deploy.history.FsHistoryProvider.$anonfun$parseAppEventLogs$3(FsHistoryProvider.scala:1140)
        at org.apache.spark.deploy.history.FsHistoryProvider.$anonfun$parseAppEventLogs$3$adapted(FsHistoryProvider.scala:1138)
        at org.apache.spark.util.Utils$.tryWithResource(Utils.scala:2777)
        at org.apache.spark.deploy.history.FsHistoryProvider.$anonfun$parseAppEventLogs$1(FsHistoryProvider.scala:1138)
        at org.apache.spark.deploy.history.FsHistoryProvider.$anonfun$parseAppEventLogs$1$adapted(FsHistoryProvider.scala:1136)
        at scala.collection.IndexedSeqOptimized.foreach(IndexedSeqOptimized.scala:36)
        at scala.collection.IndexedSeqOptimized.foreach$(IndexedSeqOptimized.scala:33)
        at scala.collection.mutable.WrappedArray.foreach(WrappedArray.scala:38)
        at org.apache.spark.deploy.history.FsHistoryProvider.parseAppEventLogs(FsHistoryProvider.scala:1136)
        at org.apache.spark.deploy.history.FsHistoryProvider.rebuildAppStore(FsHistoryProvider.scala:1117)

Issue Links

• is caused by: SPARK-39489 Improve EventLoggingListener and ReplayListener performance by replacing Json4S ASTs with Jackson trees
• links to: [Github] Pull Request #39972 (dongjoon-hyun)
• links to: [Github] Pull Request #39972 (dongjoon-hyun)
• links to: [Github] Pull Request #39973 (JoshRosen)