Options
- Subscribe to RSS Feed
- Mark as New
- Mark as Read
- Bookmark
- Subscribe
- Printer Friendly Page
- Report Inappropriate Content
Rising Star
Created on 04-07-2017 10:54 PM
ISSUE: Java Heap Space issue in Hive MR engine
While working on a sample data set in hive. Query such as "select count(*)" was seen to fail with below error.
Starting Job = job_1491603076412_0001, Tracking URL = http://krishna3.openstacklocal:8088/proxy/application_1491603076412_0001/ Kill Command = /usr/hdp/2.4.2.0-258/hadoop/bin/hadoop job -kill job_1491603076412_0001 Hadoop job information for Stage-1: number of mappers: 1; number of reducers: 1 2017-04-07 22:18:09,736 Stage-1 map = 0%, reduce = 0% 2017-04-07 22:18:46,065 Stage-1 map = 100%, reduce = 100% Ended Job = job_1491603076412_0001 with errors Error during job, obtaining debugging information... Examining task ID: task_1491603076412_0001_m_000000 (and more) from job job_1491603076412_0001 Task with the most failures(4): ----- Task ID: task_1491603076412_0001_m_000000 URL: http://krishna3.openstacklocal:8088/taskdetails.jsp?jobid=job_1491603076412_0001&tipid=task_14916030... ----- Diagnostic Messages for this Task: Error: Java heap space FAILED: Execution Error, return code 2 from org.apache.hadoop.hive.ql.exec.mr.MapRedTask MapReduce Jobs Launched: Stage-Stage-1: Map: 1 Reduce: 1 HDFS Read: 0 HDFS Write: 0 FAIL Total MapReduce CPU Time Spent: 0 msec
Checking the corresponding application logs, we observe that
2017-04-07 22:25:40,828 FATAL [main] org.apache.hadoop.mapred.YarnChild: Error running child : java.lang.OutOfMemoryError: Java heap space at org.apache.hadoop.mapred.MapTask$MapOutputBuffer.init(MapTask.java:986) at org.apache.hadoop.mapred.MapTask.createSortingCollector(MapTask.java:402) at org.apache.hadoop.mapred.MapTask.runOldMapper(MapTask.java:442) at org.apache.hadoop.mapred.MapTask.run(MapTask.java:343) at org.apache.hadoop.mapred.YarnChild$2.run(YarnChild.java:168) at java.security.AccessController.doPrivileged(Native Method) at javax.security.auth.Subject.doAs(Subject.java:422) at org.apache.hadoop.security.UserGroupInformation.doAs(UserGroupInformation.java:1709) at org.apache.hadoop.mapred.YarnChild.main(YarnChild.java:162)
ROOT CAUSE: Insufficient HeapSpace in MR Engine for mapreduce.map.memory.mb
RESOLUTION:
Increasing mapreduce.map.memory.mb from 1.2G to 1.75G and hence increasing the
mapreduce.task.io.sort.mb to 1003
mapreduce.map.java.opts to -Xmx1433m
and restarting the necessary services did resolve the problem.
(NOTE: mapreduce.task.io.sort.mb and mapreduce.map.java.opts value recommendations were made by Ambari )
14,967 Views