[SPARK-37535] Change default spark.io.compression.codec to zstd

• Type: Sub-task
• Status: In Progress
• Priority: Major
• Resolution: Unresolved
• Affects Version/s: 3.3.0
• Component/s: Spark Core
• Assignee: Unassigned
• Reporter: Yuming Wang
• Created: 03/Dec/21 09:51
• Updated: 03/Dec/21 10:11

Description

To workaround this issue:

org.apache.spark.shuffle.FetchFailedException: Stream is corrupted
	at org.apache.spark.storage.ShuffleBlockFetcherIterator.throwFetchFailedException(ShuffleBlockFetcherIterator.scala:830)
	at org.apache.spark.storage.BufferReleasingInputStream.read(ShuffleBlockFetcherIterator.scala:926)
	at java.io.BufferedInputStream.fill(BufferedInputStream.java:246)
	at java.io.BufferedInputStream.read1(BufferedInputStream.java:286)
	at java.io.BufferedInputStream.read(BufferedInputStream.java:345)
	at java.io.DataInputStream.read(DataInputStream.java:149)
	at org.sparkproject.guava.io.ByteStreams.read(ByteStreams.java:899)
	at org.sparkproject.guava.io.ByteStreams.readFully(ByteStreams.java:733)
	at org.apache.spark.sql.execution.UnsafeRowSerializerInstance$$anon$2$$anon$3.next(UnsafeRowSerializer.scala:127)
	at org.apache.spark.sql.execution.UnsafeRowSerializerInstance$$anon$2$$anon$3.next(UnsafeRowSerializer.scala:110)
	at scala.collection.Iterator$$anon$11.next(Iterator.scala:494)
	at scala.collection.Iterator$$anon$10.next(Iterator.scala:459)
	at org.apache.spark.util.CompletionIterator.next(CompletionIterator.scala:29)
	at org.apache.spark.InterruptibleIterator.next(InterruptibleIterator.scala:40)
	at scala.collection.Iterator$$anon$10.next(Iterator.scala:459)
	at org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage2.sort_addToSorter_0$(Unknown Source)
	at org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage2.processNext(Unknown Source)
	at org.apache.spark.sql.execution.BufferedRowIterator.hasNext(BufferedRowIterator.java:50)
	at org.apache.spark.sql.execution.WholeStageCodegenExec$$anon$1.hasNext(WholeStageCodegenExec.scala:730)
	at org.apache.spark.sql.execution.UnsafeExternalRowSorter.sort(UnsafeExternalRowSorter.java:255)
	at org.apache.spark.sql.execution.SortExecBase.$anonfun$doExecute$1(SortExec.scala:266)
	at org.apache.spark.rdd.RDD.$anonfun$mapPartitionsInternal$2(RDD.scala:913)
	at org.apache.spark.rdd.RDD.$anonfun$mapPartitionsInternal$2$adapted(RDD.scala:913)
	at org.apache.spark.rdd.MapPartitionsRDD.compute(MapPartitionsRDD.scala:52)
	at org.apache.spark.rdd.RDD.computeOrReadCheckpoint(RDD.scala:388)
	at org.apache.spark.rdd.RDD.iterator(RDD.scala:315)
	at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:90)
	at org.apache.spark.scheduler.Task.run(Task.scala:129)
	at org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$3(Executor.scala:486)
	at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1379)
	at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:489)
	at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
	at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
	at java.lang.Thread.run(Thread.java:748)
Caused by: java.io.IOException: Stream is corrupted
	at net.jpountz.lz4.LZ4BlockInputStream.refill(LZ4BlockInputStream.java:259)
	at net.jpountz.lz4.LZ4BlockInputStream.read(LZ4BlockInputStream.java:157)
	at org.apache.spark.storage.BufferReleasingInputStream.read(ShuffleBlockFetcherIterator.scala:922)
	... 32 more

Issue Links

• links to: [Github] Pull Request #34798 (wangyum)