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https://issues.apache.org/jira/browse/HADOOP-18233?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17539697#comment-17539697
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Jason Sleight commented on HADOOP-18233:
----------------------------------------
Happy to report back that when I run the application without the aws credential
env variables set, and only pass the creds in via spark configs, then I don't
see the warning/exceptions anymore.
*So for anyone looking for a workaround to this issue, you should directly set
the spark.hadoop.fs.s3a configurations and not use any of the aws credential
environment variables.*
I think this suggests there is a race condition somewhere between the
TemporaryCredentialProvider initialization and the spark
appendS3AndSparkHadoopHiveConfigurations call? [[email protected]] I suspect
this also means the root issue is in Spark and not Hadoop? So perhaps it is
best to close this issue and put some of the context here on to SPARK-38934?
> Possible race condition with TemporaryAWSCredentialsProvider
> ------------------------------------------------------------
>
> Key: HADOOP-18233
> URL: https://issues.apache.org/jira/browse/HADOOP-18233
> Project: Hadoop Common
> Issue Type: Bug
> Components: auth, fs/s3
> Affects Versions: 3.3.1
> Environment: spark v3.2.0
> hadoop-aws v3.3.1
> java version 1.8.0_265 via zulu-8
> Reporter: Jason Sleight
> Priority: Major
>
> I'm in the process of upgrading spark+hadoop versions for my workflows and
> observing a weird behavior regression. I'm setting
> {code:java}
> spark.hadoop.fs.s3a.aws.credentials.provider=org.apache.hadoop.fs.s3a.TemporaryAWSCredentialsProvider
> spark.hadoop.fs.s3.impl=org.apache.hadoop.fs.s3a.S3AFileSystem
> spark.sql.catalogImplementation=hive
> spark.hadoop.aws.region=us-west-2
> ...many other things, I think these might be the relevant ones though...{code}
> in Spark config and I'm observing some non-fatal warnings/exceptions (see
> below for some examples). The warnings/exceptions randomly appear for some
> tasks, which causes them to fail, but then when Spark retries the task it
> will succeed. The initial tasks don't always fail either, just sometimes.
> I also found that if I switch to a SimpleAWSCredentials and use static keys,
> then I don't see any issues.
> My old setup was spark v3.0.2 with hadoop-aws v3.2.1 which also does not have
> these warnings/exceptions.
> From reading some other tickets I thought perhaps adding
> {code:java}
> spark.sql.hive.metastore.sharedPrefixes=com.amazonaws {code}
> would help, but it did not.
> Appreciate any suggestions for how to proceed or debug further :)
>
> Example stack traces:
> First one for an s3 read
> {code:java}
> WARN TaskSetManager: Lost task 27.0 in stage 4.0 (TID 29) (<ip> executor
> 13): java.nio.file.AccessDeniedException:
> s3a://bucket/path/to/part.snappy.parquet:
> org.apache.hadoop.fs.s3a.CredentialInitializationException: Provider
> TemporaryAWSCredentialsProvider has no credentials
> at org.apache.hadoop.fs.s3a.S3AUtils.translateException(S3AUtils.java:206)
> at org.apache.hadoop.fs.s3a.S3AUtils.translateException(S3AUtils.java:170)
> at
> org.apache.hadoop.fs.s3a.S3AFileSystem.s3GetFileStatus(S3AFileSystem.java:3289)
> at
> org.apache.hadoop.fs.s3a.S3AFileSystem.innerGetFileStatus(S3AFileSystem.java:3185)
> at
> org.apache.hadoop.fs.s3a.S3AFileSystem.getFileStatus(S3AFileSystem.java:3053)
> at
> org.apache.parquet.hadoop.util.HadoopInputFile.fromPath(HadoopInputFile.java:39)
> at
> org.apache.spark.sql.execution.datasources.parquet.ParquetFooterReader.readFooter(ParquetFooterReader.java:39)
> at
> org.apache.spark.sql.execution.datasources.parquet.ParquetFileFormat.footerFileMetaData$lzycompute$1(ParquetFileFormat.scala:268)
> at
> org.apache.spark.sql.execution.datasources.parquet.ParquetFileFormat.footerFileMetaData$1(ParquetFileFormat.scala:267)
> at
> org.apache.spark.sql.execution.datasources.parquet.ParquetFileFormat.$anonfun$buildReaderWithPartitionValues$2(ParquetFileFormat.scala:270)
> at
> org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1.org$apache$spark$sql$execution$datasources$FileScanRDD$$anon$$readCurrentFile(FileScanRDD.scala:116)
> at
> org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1.nextIterator(FileScanRDD.scala:164)
> at
> org.apache.spark.sql.execution.datasources.FileScanRDD$$anon$1.hasNext(FileScanRDD.scala:93)
> at
> org.apache.spark.sql.execution.FileSourceScanExec$$anon$1.hasNext(DataSourceScanExec.scala:522)
> at
> org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage7.columnartorow_nextBatch_0$(Unknown
> Source)
> at
> org.apache.spark.sql.catalyst.expressions.GeneratedClass$GeneratedIteratorForCodegenStage7.processNext(Unknown
> Source)
> at
> org.apache.spark.sql.execution.BufferedRowIterator.hasNext(BufferedRowIterator.java:43)
> at
> org.apache.spark.sql.execution.WholeStageCodegenExec$$anon$1.hasNext(WholeStageCodegenExec.scala:759)
> at scala.collection.Iterator$$anon$10.hasNext(Iterator.scala:460)
> at
> org.apache.spark.shuffle.sort.BypassMergeSortShuffleWriter.write(BypassMergeSortShuffleWriter.java:140)
> at
> org.apache.spark.shuffle.ShuffleWriteProcessor.write(ShuffleWriteProcessor.scala:59)
> at
> org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:99)
> at
> org.apache.spark.scheduler.ShuffleMapTask.runTask(ShuffleMapTask.scala:52)
> at org.apache.spark.scheduler.Task.run(Task.scala:131)
> at
> org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$3(Executor.scala:506)
> at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1462)
> at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:509)
> at
> java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
> at
> java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
> at java.lang.Thread.run(Thread.java:748)
> Caused by: org.apache.hadoop.fs.s3a.CredentialInitializationException:
> Provider TemporaryAWSCredentialsProvider has no credentials
> at
> org.apache.hadoop.fs.s3a.auth.AbstractSessionCredentialsProvider.getCredentials(AbstractSessionCredentialsProvider.java:130)
> at
> org.apache.hadoop.fs.s3a.AWSCredentialProviderList.getCredentials(AWSCredentialProviderList.java:177)
> at
> com.amazonaws.http.AmazonHttpClient$RequestExecutor.getCredentialsFromContext(AmazonHttpClient.java:1266)
> at
> com.amazonaws.http.AmazonHttpClient$RequestExecutor.runBeforeRequestHandlers(AmazonHttpClient.java:842)
> at
> com.amazonaws.http.AmazonHttpClient$RequestExecutor.doExecute(AmazonHttpClient.java:792)
> at
> com.amazonaws.http.AmazonHttpClient$RequestExecutor.executeWithTimer(AmazonHttpClient.java:779)
> at
> com.amazonaws.http.AmazonHttpClient$RequestExecutor.execute(AmazonHttpClient.java:753)
> at
> com.amazonaws.http.AmazonHttpClient$RequestExecutor.access$500(AmazonHttpClient.java:713)
> at
> com.amazonaws.http.AmazonHttpClient$RequestExecutionBuilderImpl.execute(AmazonHttpClient.java:695)
> at com.amazonaws.http.AmazonHttpClient.execute(AmazonHttpClient.java:559)
> at com.amazonaws.http.AmazonHttpClient.execute(AmazonHttpClient.java:539)
> at
> com.amazonaws.services.s3.AmazonS3Client.invoke(AmazonS3Client.java:5437)
> at
> com.amazonaws.services.s3.AmazonS3Client.getBucketRegionViaHeadRequest(AmazonS3Client.java:6408)
> at
> com.amazonaws.services.s3.AmazonS3Client.fetchRegionFromCache(AmazonS3Client.java:6381)
> at
> com.amazonaws.services.s3.AmazonS3Client.invoke(AmazonS3Client.java:5422)
> at
> com.amazonaws.services.s3.AmazonS3Client.invoke(AmazonS3Client.java:5384)
> at
> com.amazonaws.services.s3.AmazonS3Client.getObjectMetadata(AmazonS3Client.java:1367)
> at
> org.apache.hadoop.fs.s3a.S3AFileSystem.lambda$getObjectMetadata$6(S3AFileSystem.java:2066)
> at org.apache.hadoop.fs.s3a.Invoker.retryUntranslated(Invoker.java:412)
> at org.apache.hadoop.fs.s3a.Invoker.retryUntranslated(Invoker.java:375)
> at
> org.apache.hadoop.fs.s3a.S3AFileSystem.getObjectMetadata(S3AFileSystem.java:2056)
> at
> org.apache.hadoop.fs.s3a.S3AFileSystem.getObjectMetadata(S3AFileSystem.java:2032)
> at
> org.apache.hadoop.fs.s3a.S3AFileSystem.s3GetFileStatus(S3AFileSystem.java:3273)
> ... 27 more{code}
> And here is one for an s3 write which is similar but slightly different
> {code:java}
> WARN TaskSetManager: Lost task 21.0 in stage 78.0 (TID 1358) (<ip> executor
> 11): org.apache.spark.SparkException: Task failed while writing rows.
> at
> org.apache.spark.sql.errors.QueryExecutionErrors$.taskFailedWhileWritingRowsError(QueryExecutionErrors.scala:500)
> at
> org.apache.spark.sql.execution.datasources.FileFormatWriter$.executeTask(FileFormatWriter.scala:321)
> at
> org.apache.spark.sql.execution.datasources.FileFormatWriter$.$anonfun$write$16(FileFormatWriter.scala:229)
> at org.apache.spark.scheduler.ResultTask.runTask(ResultTask.scala:90)
> at org.apache.spark.scheduler.Task.run(Task.scala:131)
> at
> org.apache.spark.executor.Executor$TaskRunner.$anonfun$run$3(Executor.scala:506)
> at org.apache.spark.util.Utils$.tryWithSafeFinally(Utils.scala:1462)
> at org.apache.spark.executor.Executor$TaskRunner.run(Executor.scala:509)
> at
> java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)
> at
> java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)
> at java.lang.Thread.run(Thread.java:748)
> Caused by: java.nio.file.AccessDeniedException:
> s3a://bucket/path/to/_temporary/0/_temporary/attempt_0123456789:
> org.apache.hadoop.fs.s3a.CredentialInitializationException: Provider
> TemporaryAWSCredentialsProvider has no credentials
> at org.apache.hadoop.fs.s3a.S3AUtils.translateException(S3AUtils.java:206)
> at org.apache.hadoop.fs.s3a.S3AUtils.translateException(S3AUtils.java:170)
> at
> org.apache.hadoop.fs.s3a.S3AFileSystem.s3GetFileStatus(S3AFileSystem.java:3289)
> at
> org.apache.hadoop.fs.s3a.S3AFileSystem.innerGetFileStatus(S3AFileSystem.java:3185)
> at
> org.apache.hadoop.fs.s3a.S3AFileSystem.getFileStatus(S3AFileSystem.java:3053)
> at org.apache.hadoop.fs.FileSystem.exists(FileSystem.java:1760)
> at org.apache.hadoop.fs.s3a.S3AFileSystem.exists(S3AFileSystem.java:4263)
> at
> org.apache.hadoop.mapreduce.lib.output.FileOutputCommitter.needsTaskCommit(FileOutputCommitter.java:674)
> at
> org.apache.hadoop.mapreduce.lib.output.FileOutputCommitter.needsTaskCommit(FileOutputCommitter.java:663)
> at
> org.apache.spark.mapred.SparkHadoopMapRedUtil$.commitTask(SparkHadoopMapRedUtil.scala:61)
> at
> org.apache.spark.internal.io.HadoopMapReduceCommitProtocol.commitTask(HadoopMapReduceCommitProtocol.scala:269)
> at
> org.apache.spark.sql.execution.datasources.FileFormatDataWriter.$anonfun$commit$1(FileFormatDataWriter.scala:107)
> at org.apache.spark.util.Utils$.timeTakenMs(Utils.scala:605)
> at
> org.apache.spark.sql.execution.datasources.FileFormatDataWriter.commit(FileFormatDataWriter.scala:107)
> at
> org.apache.spark.sql.execution.datasources.FileFormatWriter$.$anonfun$executeTask$1(FileFormatWriter.scala:305)
> at
> org.apache.spark.util.Utils$.tryWithSafeFinallyAndFailureCallbacks(Utils.scala:1496)
> at
> org.apache.spark.sql.execution.datasources.FileFormatWriter$.executeTask(FileFormatWriter.scala:311)
> ... 9 more
> Caused by: org.apache.hadoop.fs.s3a.CredentialInitializationException:
> Provider TemporaryAWSCredentialsProvider has no credentials
> at
> org.apache.hadoop.fs.s3a.auth.AbstractSessionCredentialsProvider.getCredentials(AbstractSessionCredentialsProvider.java:130)
> at
> org.apache.hadoop.fs.s3a.AWSCredentialProviderList.getCredentials(AWSCredentialProviderList.java:177)
> at
> com.amazonaws.http.AmazonHttpClient$RequestExecutor.getCredentialsFromContext(AmazonHttpClient.java:1266)
> at
> com.amazonaws.http.AmazonHttpClient$RequestExecutor.runBeforeRequestHandlers(AmazonHttpClient.java:842)
> at
> com.amazonaws.http.AmazonHttpClient$RequestExecutor.doExecute(AmazonHttpClient.java:792)
> at
> com.amazonaws.http.AmazonHttpClient$RequestExecutor.executeWithTimer(AmazonHttpClient.java:779)
> at
> com.amazonaws.http.AmazonHttpClient$RequestExecutor.execute(AmazonHttpClient.java:753)
> at
> com.amazonaws.http.AmazonHttpClient$RequestExecutor.access$500(AmazonHttpClient.java:713)
> at
> com.amazonaws.http.AmazonHttpClient$RequestExecutionBuilderImpl.execute(AmazonHttpClient.java:695)
> at com.amazonaws.http.AmazonHttpClient.execute(AmazonHttpClient.java:559)
> at com.amazonaws.http.AmazonHttpClient.execute(AmazonHttpClient.java:539)
> at
> com.amazonaws.services.s3.AmazonS3Client.invoke(AmazonS3Client.java:5437)
> at
> com.amazonaws.services.s3.AmazonS3Client.getBucketRegionViaHeadRequest(AmazonS3Client.java:6408)
> at
> com.amazonaws.services.s3.AmazonS3Client.fetchRegionFromCache(AmazonS3Client.java:6381)
> at
> com.amazonaws.services.s3.AmazonS3Client.invoke(AmazonS3Client.java:5422)
> at
> com.amazonaws.services.s3.AmazonS3Client.invoke(AmazonS3Client.java:5384)
> at
> com.amazonaws.services.s3.AmazonS3Client.getObjectMetadata(AmazonS3Client.java:1367)
> at
> org.apache.hadoop.fs.s3a.S3AFileSystem.lambda$getObjectMetadata$6(S3AFileSystem.java:2066)
> at org.apache.hadoop.fs.s3a.Invoker.retryUntranslated(Invoker.java:412)
> at org.apache.hadoop.fs.s3a.Invoker.retryUntranslated(Invoker.java:375)
> at
> org.apache.hadoop.fs.s3a.S3AFileSystem.getObjectMetadata(S3AFileSystem.java:2056)
> at
> org.apache.hadoop.fs.s3a.S3AFileSystem.getObjectMetadata(S3AFileSystem.java:2032)
> at
> org.apache.hadoop.fs.s3a.S3AFileSystem.s3GetFileStatus(S3AFileSystem.java:3273)
> ... 23 more {code}
>
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