Senmiao Liu created SPARK-56200:
-----------------------------------
Summary: History Server UI fails with StreamConstraintsException
due to excessive JSON nesting depth
Key: SPARK-56200
URL: https://issues.apache.org/jira/browse/SPARK-56200
Project: Spark
Issue Type: Bug
Components: Web UI
Affects Versions: 4.1.1
Reporter: Senmiao Liu
There is an issue in Spark History Server UI when replaying event logs that
contain deeply nested JSON structures.
With newer Jackson versions, a maximum nesting depth limit (default: 1000) is
enforced via {{StreamReadConstraints}} and {{{}StreamWriteConstraints{}}}.
During event log replay, parsing fails when this limit is exceeded.
This results in exceptions such as:
com.fasterxml.jackson.core.exc.StreamConstraintsException:
Document nesting depth (1001) exceeds the maximum allowed (1000)
The failure can occur in: * {*}Read path{*}: during parsing via
{{ObjectMapper.readTree}}
* {*}Write path{*}: when calling {{JsonNode.toString()}} during event
processing
As a result, the History Server fails to load the application UI (HTTP 500) for
affected applications.
h5.
Stack trace
{code:java}
HTTP ERROR 500 com.fasterxml.jackson.core.exc.StreamConstraintsException:
Document nesting depth (1001) exceeds the maximum allowed (1000, from
`StreamReadConstraints.getMaxNestingDepth()`)URI:
/history/application_1763026259077_37680319STATUS: 500MESSAGE:
com.fasterxml.jackson.core.exc.StreamConstraintsException: Document nesting
depth (1001) exceeds the maximum allowed (1000, from
`StreamReadConstraints.getMaxNestingDepth()`)SERVLET:
org.apache.spark.deploy.history.HistoryServer$$anon$1-2abc8034CAUSED BY:
com.fasterxml.jackson.core.exc.StreamConstraintsException: Document nesting
depth (1001) exceeds the maximum allowed (1000, from
`StreamReadConstraints.getMaxNestingDepth()`)Caused
by:com.fasterxml.jackson.core.exc.StreamConstraintsException: Document nesting
depth (1001) exceeds the maximum allowed (1000, from
`StreamReadConstraints.getMaxNestingDepth()`) at
com.fasterxml.jackson.core.StreamReadConstraints._constructException(StreamReadConstraints.java:658)
at
com.fasterxml.jackson.core.StreamReadConstraints.validateNestingDepth(StreamReadConstraints.java:474)
at
com.fasterxml.jackson.core.base.ParserBase.createChildArrayContext(ParserBase.java:1363)
at
com.fasterxml.jackson.core.json.ReaderBasedJsonParser._nextAfterName(ReaderBasedJsonParser.java:801)
at
com.fasterxml.jackson.core.json.ReaderBasedJsonParser.nextToken(ReaderBasedJsonParser.java:665)
at
com.fasterxml.jackson.databind.deser.std.BaseNodeDeserializer._deserializeContainerNoRecursion(JsonNodeDeserializer.java:540)
at
com.fasterxml.jackson.databind.deser.std.JsonNodeDeserializer.deserialize(JsonNodeDeserializer.java:99)
at
com.fasterxml.jackson.databind.deser.std.JsonNodeDeserializer.deserialize(JsonNodeDeserializer.java:24)
at
com.fasterxml.jackson.databind.deser.DefaultDeserializationContext.readRootValue(DefaultDeserializationContext.java:342)
at
com.fasterxml.jackson.databind.ObjectMapper._readTreeAndClose(ObjectMapper.java:5080)
at
com.fasterxml.jackson.databind.ObjectMapper.readTree(ObjectMapper.java:3349) at
org.apache.spark.util.JsonProtocol$.sparkEventFromJson(JsonProtocol.scala:938)
at
org.apache.spark.scheduler.ReplayListenerBus.replay(ReplayListenerBus.scala:89)
at
org.apache.spark.scheduler.ReplayListenerBus.replay(ReplayListenerBus.scala:60)
at
org.apache.spark.deploy.history.FsHistoryProvider.$anonfun$parseAppEventLogs$3(FsHistoryProvider.scala:1239)
at
org.apache.spark.deploy.history.FsHistoryProvider.$anonfun$parseAppEventLogs$3$adapted(FsHistoryProvider.scala:1237)
at
org.apache.spark.util.SparkErrorUtils.tryWithResource(SparkErrorUtils.scala:51)
at
org.apache.spark.util.SparkErrorUtils.tryWithResource$(SparkErrorUtils.scala:48)
at org.apache.spark.util.Utils$.tryWithResource(Utils.scala:97) at
org.apache.spark.deploy.history.FsHistoryProvider.$anonfun$parseAppEventLogs$1(FsHistoryProvider.scala:1237)
at
org.apache.spark.deploy.history.FsHistoryProvider.$anonfun$parseAppEventLogs$1$adapted(FsHistoryProvider.scala:1235)
at scala.collection.immutable.List.foreach(List.scala:323) at
org.apache.spark.deploy.history.FsHistoryProvider.parseAppEventLogs(FsHistoryProvider.scala:1235)
at
org.apache.spark.deploy.history.FsHistoryProvider.rebuildAppStore(FsHistoryProvider.scala:1216)
at
org.apache.spark.deploy.history.FsHistoryProvider.$anonfun$createDiskStore$3(FsHistoryProvider.scala:1446)
at
org.apache.spark.deploy.history.FsHistoryProvider.$anonfun$createDiskStore$3$adapted(FsHistoryProvider.scala:1445)
at
org.apache.spark.util.SparkErrorUtils.tryWithResource(SparkErrorUtils.scala:51)
at
org.apache.spark.util.SparkErrorUtils.tryWithResource$(SparkErrorUtils.scala:48)
at org.apache.spark.util.Utils$.tryWithResource(Utils.scala:97) at
org.apache.spark.deploy.history.FsHistoryProvider.createDiskStore(FsHistoryProvider.scala:1445)
at
org.apache.spark.deploy.history.FsHistoryProvider.loadDiskStore(FsHistoryProvider.scala:1353)
at
org.apache.spark.deploy.history.FsHistoryProvider.getAppUI(FsHistoryProvider.scala:372)
at
org.apache.spark.deploy.history.HistoryServer.getAppUI(HistoryServer.scala:211)
at
org.apache.spark.deploy.history.ApplicationCache.$anonfun$loadApplicationEntry$2(ApplicationCache.scala:179)
at
org.apache.spark.deploy.history.ApplicationCache.time(ApplicationCache.scala:150)
at
org.apache.spark.deploy.history.ApplicationCache.org$apache$spark$deploy$history$ApplicationCache$$loadApplicationEntry(ApplicationCache.scala:177)
at
org.apache.spark.deploy.history.ApplicationCache$$anon$1.load(ApplicationCache.scala:67)
at
org.apache.spark.deploy.history.ApplicationCache$$anon$1.load(ApplicationCache.scala:58)
at
org.sparkproject.guava.cache.LocalCache$LoadingValueReference.loadFuture(LocalCache.java:3551)
at
org.sparkproject.guava.cache.LocalCache$Segment.loadSync(LocalCache.java:2302)
at
org.sparkproject.guava.cache.LocalCache$Segment.lockedGetOrLoad(LocalCache.java:2177)
at
org.sparkproject.guava.cache.LocalCache$Segment.get(LocalCache.java:2068) at
org.sparkproject.guava.cache.LocalCache.get(LocalCache.java:3986) at
org.sparkproject.guava.cache.LocalCache.getOrLoad(LocalCache.java:4007) at
org.sparkproject.guava.cache.LocalCache$LocalLoadingCache.get(LocalCache.java:4946)
at
org.apache.spark.deploy.history.ApplicationCache.get(ApplicationCache.scala:104)
at
org.apache.spark.deploy.history.ApplicationCache.withSparkUI(ApplicationCache.scala:116)
at
org.apache.spark.deploy.history.HistoryServer.org$apache$spark$deploy$history$HistoryServer$$loadAppUi(HistoryServer.scala:273)
at
org.apache.spark.deploy.history.HistoryServer$$anon$1.doGet(HistoryServer.scala:106)
at jakarta.servlet.http.HttpServlet.service(HttpServlet.java:500) at
jakarta.servlet.http.HttpServlet.service(HttpServlet.java:587) at
org.sparkproject.jetty.servlet.ServletHolder.handle(ServletHolder.java:764) at
org.sparkproject.jetty.servlet.ServletHandler$ChainEnd.doFilter(ServletHandler.java:1665)
at
org.apache.spark.ui.HttpSecurityFilter.doFilter(HttpSecurityFilter.scala:91) at
org.sparkproject.jetty.servlet.FilterHolder.doFilter(FilterHolder.java:202) at
org.sparkproject.jetty.servlet.ServletHandler$Chain.doFilter(ServletHandler.java:1635)
at
org.sparkproject.jetty.servlet.ServletHandler.doHandle(ServletHandler.java:527)
at
org.sparkproject.jetty.server.handler.ScopedHandler.nextHandle(ScopedHandler.java:221)
at
org.sparkproject.jetty.server.handler.ContextHandler.doHandle(ContextHandler.java:1381)
at
org.sparkproject.jetty.server.handler.ScopedHandler.nextScope(ScopedHandler.java:176)
at
org.sparkproject.jetty.servlet.ServletHandler.doScope(ServletHandler.java:484)
at
org.sparkproject.jetty.server.handler.ScopedHandler.nextScope(ScopedHandler.java:174)
at
org.sparkproject.jetty.server.handler.ContextHandler.doScope(ContextHandler.java:1303)
at
org.sparkproject.jetty.server.handler.ScopedHandler.handle(ScopedHandler.java:129)
at
org.sparkproject.jetty.server.handler.HandlerWrapper.handle(HandlerWrapper.java:122)
at
org.sparkproject.jetty.server.handler.gzip.GzipHandler.handle(GzipHandler.java:822)
at
org.sparkproject.jetty.server.handler.ContextHandlerCollection.handle(ContextHandlerCollection.java:192)
at
org.sparkproject.jetty.server.handler.HandlerWrapper.handle(HandlerWrapper.java:122)
at org.sparkproject.jetty.server.Server.handle(Server.java:563) at
org.sparkproject.jetty.server.HttpChannel$RequestDispatchable.dispatch(HttpChannel.java:1598)
at
org.sparkproject.jetty.server.HttpChannel.dispatch(HttpChannel.java:753) at
org.sparkproject.jetty.server.HttpChannel.handle(HttpChannel.java:501) at
org.sparkproject.jetty.server.HttpConnection.onFillable(HttpConnection.java:287)
at
org.sparkproject.jetty.io.AbstractConnection$ReadCallback.succeeded(AbstractConnection.java:314)
at org.sparkproject.jetty.io.FillInterest.fillable(FillInterest.java:100)
at
org.sparkproject.jetty.io.SelectableChannelEndPoint$1.run(SelectableChannelEndPoint.java:53)
at
org.sparkproject.jetty.util.thread.strategy.AdaptiveExecutionStrategy.runTask(AdaptiveExecutionStrategy.java:421)
at
org.sparkproject.jetty.util.thread.strategy.AdaptiveExecutionStrategy.consumeTask(AdaptiveExecutionStrategy.java:390)
at
org.sparkproject.jetty.util.thread.strategy.AdaptiveExecutionStrategy.tryProduce(AdaptiveExecutionStrategy.java:277)
at
org.sparkproject.jetty.util.thread.strategy.AdaptiveExecutionStrategy.produce(AdaptiveExecutionStrategy.java:193)
at
org.sparkproject.jetty.util.thread.QueuedThreadPool.runJob(QueuedThreadPool.java:969)
at
org.sparkproject.jetty.util.thread.QueuedThreadPool$Runner.doRunJob(QueuedThreadPool.java:1194)
at
org.sparkproject.jetty.util.thread.QueuedThreadPool$Runner.run(QueuedThreadPool.java:1149)
at java.base/java.lang.Thread.run(Thread.java:1474) {code}
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