Hi Kong,
Sorry that I'm not expert of Hadoop, but from the logs and Google, It
seems more likely to be a problem of HDFS side [1] ? Like long-time GC in
DataNode.
Also I have found a similar issue from the history mails [2], and the
conclusion should be similar.
Best,
Yun
[1]
https://community.cloudera.com/t5/Support-Questions/Solution-for-quot-slow-readprocessor-quot-warnings/td-p/122046
[2]
http://apache-flink-user-mailing-list-archive.2336050.n4.nabble.com/quot-Slow-ReadProcessor-quot-warnings-when-using-BucketSink-td9427.html
------------------原始邮件 ------------------
发件人:Mu Kong <[email protected]>
发送时间:Fri May 22 11:16:32 2020
收件人:user <[email protected]>
主题:Performance issue when writing to HDFS
Hi all,
I have Flink application consuming from Kafka and writing the data to HDFS
bucketed by event time with BucketingSink.
Sometimes, the the traffic gets high and from the prometheus metrics, it shows
the writing is not stable.
(getting from flink_taskmanager_job_task_operator_numRecordsOutPerSecond)
The output data on HDFS is also getting delayed. (The records for a certain
hour bucket are written to HDFS 50 minutes after that hour)
I looked into the log, and find warning regarding the datanode ack, which might
be related:
DFSClient exception:2020-05-21 10:43:10,432 INFO
org.apache.hadoop.hdfs.DFSClient - Exception in
createBlockOutputStream
java.io.IOException: Got error, status message , ack with firstBadLink as <IP
address here>:1004
at
org.apache.hadoop.hdfs.protocol.datatransfer.DataTransferProtoUtil.checkBlockOpStatus(DataTransferProtoUtil.java:140)
at
org.apache.hadoop.hdfs.DFSOutputStream$DataStreamer.createBlockOutputStream(DFSOutputStream.java:1478)
at
org.apache.hadoop.hdfs.DFSOutputStream$DataStreamer.nextBlockOutputStream(DFSOutputStream.java:1380)
at
org.apache.hadoop.hdfs.DFSOutputStream$DataStreamer.run(DFSOutputStream.java:558)
Slow ReadProcessor read fields warning:2020-05-21 10:42:30,509 WARN
org.apache.hadoop.hdfs.DFSClient - Slow
ReadProcessor read fields took 30230ms (threshold=30000ms); ack: seqno: 126
reply: SUCCESS reply: SUCCESS reply: SUCCESS downstreamAckTimeNanos: 372753456
flag: 0 flag: 0 flag: 0, targets: [DatanodeInfoWithStorage[<IP address
here>:1004,DS-833b175e-9848-453d-a222-abf5c05d643e,DISK],
DatanodeInfoWithStorage[<IP address
here>:1004,DS-f998208a-df7b-4c63-9dde-26453ba69559,DISK],
DatanodeInfoWithStorage[<IP address
here>:1004,DS-4baa6ba6-3951-46f7-a843-62a13e3a62f7,DISK]]
We haven't done any tuning for the Flink job regarding writing to HDFS. Is
there any config or optimization we can try to avoid delay and these warnings?
Thanks in advance!!
Best regards,
Mu
