Minor Description
We recently got the following exception on production:
java.io.FileNotFoundException: Key 'xxx/_temporary/0/_temporary/attempt_201609010631_0000_m_001128_1128/part-01128' does not exist in S3
at org.apache.hadoop.fs.s3native.Jets3tNativeFileSystemStore.handleServiceException(Jets3tNativeFileSystemStore.java:234)
at org.apache.hadoop.fs.s3native.Jets3tNativeFileSystemStore.copy(Jets3tNativeFileSystemStore.java:201)
at sun.reflect.GeneratedMethodAccessor71.invoke(Unknown Source)
at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43)
at java.lang.reflect.Method.invoke(Method.java:497)
at org.apache.hadoop.io.retry.RetryInvocationHandler.invokeMethod(RetryInvocationHandler.java:186)
at org.apache.hadoop.io.retry.RetryInvocationHandler.invoke(RetryInvocationHandler.java:102)
at org.apache.hadoop.fs.s3native.$Proxy13.copy(Unknown Source)
at org.apache.hadoop.fs.s3native.NativeS3FileSystem.rename(NativeS3FileSystem.java:659)
at org.apache.hadoop.mapreduce.lib.output.FileOutputCommitter.commitTask(FileOutputCommitter.java:435)
at org.apache.hadoop.mapred.FileOutputCommitter.commitTask(FileOutputCommitter.java:172)
at org.apache.hadoop.mapred.OutputCommitter.commitTask(OutputCommitter.java:291)
at org.apache.spark.mapred.SparkHadoopMapRedUtil$.performCommit$1(SparkHadoopMapRedUtil.scala:98)
at org.apache.spark.mapred.SparkHadoopMapRedUtil$.commitTask(SparkHadoopMapRedUtil.scala:124)
at org.apache.spark.SparkHadoopWriter.commit(SparkHadoopWriter.scala:107)
at org.apache.spark.rdd.PairRDDFunctions$$anonfun$saveAsHadoopDataset$1$$anonfun$13.apply(PairRDDFunctions.scala:1204)
at org.apache.spark.rdd.PairRDDFunctions$$anonfun$saveAsHadoopDataset$1$$anonfun$13.apply(PairRDDFunctions.scala:1183)
FileOutputCommitter.commitTask() does check that the file exists before trying to rename it, but due to S3's relaxed consistency guarantees the following fs.rename(taskAttemptPath, committedTaskPath) still fails.
Here's an excerpt from the Amazon S3 documentation (https://docs.aws.amazon.com/AmazonS3/latest/dev/Introduction.html):
Amazon S3 Data Consistency Model
Amazon S3 provides read-after-write consistency for PUTS of new objects in your S3 bucket in all regions with one caveat. The caveat is that if you make a HEAD or GET request to the key name (to find if the object exists) before creating the object, Amazon S3 provides eventual consistency for read-after-write.
The problematic S3 object existence check, that causes S3 to fallback to eventual consistency, is in NativeS3FileSystem.create():
if (exists(f) && !overwrite) { throw new IOException("File already exists:"+f); }
If the "overwrite" parameter is set to "true" (as in our case), calling exists(f) is unnecessary and only "upsets" S3.
The proposed fix is to switch the order of the predicates:
if (!overwrite && exists(f)) { throw new IOException("File already exists:"+f); }
Attachments
Issue Links
- duplicates
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HADOOP-13786 Add S3A committers for zero-rename commits to S3 endpoints
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- Resolved
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