s3committer | Hadoop output committers for S3
kandi X-RAY | s3committer Summary
kandi X-RAY | s3committer Summary
Hadoop output committers for S3
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Top functions reviewed by kandi - BETA
- Performs the commit
- Commits a pending job
- Gets a list of pending upload files
- Returns the final output path
- Commit the task
- Obtain the list of files on the local filesystem
- Creates a multipart upload request
- Commit a task
- Attempts to delete the pending file
- Generate a random temp dir
- Performs commit
- Waits for all futures to complete
- Throw one or more exceptions
- This method determines whether a file is on the local filesystem
- Sets up directories
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QUESTION
We are using Spark 3.0.0 and we are trying to write to S3a using the new S3A committers that Ryan Blue at Netflix wrote and were added in Spark by steveloughran.
We are using the build without Hadoop (spark-3.0.0-bin-without-hadoop) and provide our own Hadoop Jars (Hadoop 3.2.1).
The original issue I was facing was that we were getting a class not found exception for org.apache.spark.internal.io.cloud.PathOutputCommitProtocol
Full trace below:
...ANSWER
Answered 2020-Jul-02 at 15:10This surfaces when you have > 1 machine in the spark cluster but you aren't using a shared filesystem to propagate the data about pending commits into the final dir.
make sure that fs.s3a.committer.staging.tmp.path
points to something in HDFS, not paths local to the machines
Not using HDFS? well, you'd better make sure s3guard is on (for consistent s3 listings), then I'd switch to the magic committer which is pure S3 -no need for any cluster FS. Do not attempt to use it without S3Guard unless you like invalid answers
w.r.t why no spark-hadoop-cloud artifact? didn't get built in the release. The fact it adds the entire AWS SDK to the download is probably a factor. You can build it yourself though -it is probably safer to do that than mix spark artifacts
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