java.lang.OutOfMemoryError

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Ahmet Uyar

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Aug 13, 2020, 11:45:58 AM8/13/20
to Twister2
Hi Chathura, Supun and all,

Another thing that I noticed with these tests is that when I used hdfs for saving intermediate data, twsiter2 goes out of memory easily. 

I cancelled persisting delete tweetIDs and cached them instead. They are small, 1K per worker.
I reduced the number of tweetID-date pairs per worker to 10K.
I used only 4 workers.  
But I got  java.lang.OutOfMemoryError from all workers. 

I attached the logs and put the java heap dumps at the login node of victor: 
/scratch_hdd/auyar/heap-dump/java_pid141124.hprof
/scratch_hdd/auyar/heap-dump/java_pid193304.hprof
/scratch_hdd/auyar/heap-dump/java_pid194512.hprof
/scratch_hdd/auyar/heap-dump/java_pid195638.hprof

Can this be related to the other problem? 

Ahmet
auyar-membership-finding-ng5a3cl.log

Ahmet Uyar

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Aug 13, 2020, 12:52:17 PM8/13/20
to Twister2
Hi guys,

This problem is not there anymore after the fix. 

Ahmet

Supun Kamburugamuve

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Aug 13, 2020, 1:12:38 PM8/13/20
to Ahmet Uyar, Twister2
Nice. Did it run to the end without issues?

Best,
Supun..

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Ahmet Uyar

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Aug 13, 2020, 1:27:13 PM8/13/20
to Supun Kamburugamuve, Twister2
yes. it is completing successfully. I am testing with larger data. I am also testing with hdfs 2.10. I will let you know. 

Ahmet

Ahmet Uyar

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Aug 13, 2020, 1:49:17 PM8/13/20
to Supun Kamburugamuve, Twister2
It ran successfully with 240 workers each processing 10M tweetID-date pairs. 
It was running on hdfs 2.10. It also works fine with hdfs 3.2.

Ahmet
 

Chathura Widanage

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Aug 13, 2020, 1:49:52 PM8/13/20
to Ahmet Uyar, Supun Kamburugamuve, Twister2
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