Try using the DirectParquetOutputCommiter: http://dev.sortable.com/spark-directparquetoutputcommitter/
On Wed, May 10, 2017 at 10:07 PM, lucas.g...@gmail.com <lucas.g...@gmail.com> wrote: > Hi users, we have a bunch of pyspark jobs that are using S3 for loading / > intermediate steps and final output of parquet files. > > We're running into the following issues on a semi regular basis: > * These are intermittent errors, IE we have about 300 jobs that run > nightly... And a fairly random but small-ish percentage of them fail with > the following classes of errors. > > S3 write errors > >> "ERROR Utils: Aborting task >> com.amazonaws.services.s3.model.AmazonS3Exception: Status Code: 404, AWS >> Service: Amazon S3, AWS Request ID: 2D3RP, AWS Error Code: null, AWS Error >> Message: Not Found, S3 Extended Request ID: BlaBlahEtc=" > > >> >> "Py4JJavaError: An error occurred while calling o43.parquet. >> : com.amazonaws.services.s3.model.MultiObjectDeleteException: Status Code: >> 0, AWS Service: null, AWS Request ID: null, AWS Error Code: null, AWS Error >> Message: One or more objects could not be deleted, S3 Extended Request ID: >> null" > > > > S3 Read Errors: > >> [Stage 1:=================================================> (27 + 4) >> / 31]17/05/10 16:25:23 ERROR Executor: Exception in task 10.0 in stage 1.0 >> (TID 11) >> java.net.SocketException: Connection reset >> at java.net.SocketInputStream.read(SocketInputStream.java:196) >> at java.net.SocketInputStream.read(SocketInputStream.java:122) >> at sun.security.ssl.InputRecord.readFully(InputRecord.java:442) >> at sun.security.ssl.InputRecord.readV3Record(InputRecord.java:554) >> at sun.security.ssl.InputRecord.read(InputRecord.java:509) >> at sun.security.ssl.SSLSocketImpl.readRecord(SSLSocketImpl.java:927) >> at sun.security.ssl.SSLSocketImpl.readDataRecord(SSLSocketImpl.java:884) >> at sun.security.ssl.AppInputStream.read(AppInputStream.java:102) >> at >> org.apache.http.impl.io.AbstractSessionInputBuffer.read(AbstractSessionInputBuffer.java:198) >> at >> org.apache.http.impl.io.ContentLengthInputStream.read(ContentLengthInputStream.java:178) >> at >> org.apache.http.impl.io.ContentLengthInputStream.read(ContentLengthInputStream.java:200) >> at >> org.apache.http.impl.io.ContentLengthInputStream.close(ContentLengthInputStream.java:103) >> at >> org.apache.http.conn.BasicManagedEntity.streamClosed(BasicManagedEntity.java:168) >> at >> org.apache.http.conn.EofSensorInputStream.checkClose(EofSensorInputStream.java:228) >> at >> org.apache.http.conn.EofSensorInputStream.close(EofSensorInputStream.java:174) >> at java.io.FilterInputStream.close(FilterInputStream.java:181) >> at java.io.FilterInputStream.close(FilterInputStream.java:181) >> at java.io.FilterInputStream.close(FilterInputStream.java:181) >> at java.io.FilterInputStream.close(FilterInputStream.java:181) >> at com.amazonaws.services.s3.model.S3Object.close(S3Object.java:203) >> at org.apache.hadoop.fs.s3a.S3AInputStream.close(S3AInputStream.java:187) > > > > We have literally tons of logs we can add but it would make the email > unwieldy big. If it would be helpful I'll drop them in a pastebin or > something. > > Our config is along the lines of: > > spark-2.1.0-bin-hadoop2.7 > '--packages > com.amazonaws:aws-java-sdk:1.10.34,org.apache.hadoop:hadoop-aws:2.6.0 > pyspark-shell' > > Given the stack overflow / googling I've been doing I know we're not the > only org with these issues but I haven't found a good set of solutions in > those spaces yet. > > Thanks! > > Gary Lucas --------------------------------------------------------------------- To unsubscribe e-mail: user-unsubscr...@spark.apache.org
