I am trying to perform map side with one big Table (10G) and small Table (230 MB). With the small i will use all the columns to produce output records, after joining on key columns
I have used below setting
set hive.auto.convert.join=true;
set hive.mapjoin.smalltable.filesize=262144000;
Logs :
**2013-09-20 02:43:50 Starting to launch local task to process map join; maximum memory = 1065484288
2013-09-20 02:44:05 Processing rows: 200000 Hashtable size: 199999 Memory usage: 430269904 rate:0.404
2013-09-20 02:44:14 Processing rows: 300000 Hashtable size: 299999 Memory usage: 643070664 rate:0.604
Exception in thread "Thread-0" java.lang.OutOfMemoryError: Java heap space
at java.util.jar.Manifest$FastInputStream.<init>(Manifest.java:313)
at java.util.jar.Manifest$FastInputStream.<init>(Manifest.java:308)
at java.util.jar.Manifest.read(Manifest.java:176)
at java.util.jar.Manifest.<init>(Manifest.java:50)
at java.util.jar.JarFile.getManifestFromReference(JarFile.java:168)
at java.util.jar.JarFile.getManifest(JarFile.java:149)
at sun.misc.URLClassPath$JarLoader$2.getManifest(URLClassPath.java:696)
at java.net.URLClassLoader.defineClass(URLClassLoader.java:228)
at java.net.URLClassLoader.access$000(URLClassLoader.java:58)
at java.net.URLClassLoader$1.run(URLClassLoader.java:197)
at java.security.AccessController.doPrivileged(Native Method)
at java.net.URLClassLoader.findClass(URLClassLoader.java:190)
at java.lang.ClassLoader.loadClass(ClassLoader.java:306)
at sun.misc.Launcher$AppClassLoader.loadClass(Launcher.java:301)
at java.lang.ClassLoader.loadClass(ClassLoader.java:247)
at org.apache.hadoop.util.RunJar$1.run(RunJar.java:126)
Execution failed with exit status: 3
Obtaining error information
Task failed!
Task ID:
Stage-7
Logs:
FAILED: Execution Error, return code 3 from org.apache.hadoop.hive.ql.exec.MapredLocalTask
ATTEMPT: Execute BackupTask: org.apache.hadoop.hive.ql.exec.MapRedTask**
but still i am facing OOM exception , Heap size set in my cluster is 1 GB. Please assist which properties do i need to consider and tune to make this map side join work
I faced this problem and was only able to get over it by using
set hive.auto.convert.join=false
set hive.auto.convert.join = false;
it will not give u memory exception.
If you love us? You can donate to us via Paypal or buy me a coffee so we can maintain and grow! Thank you!
Donate Us With