Difference between revisions of "Tutorial: Running MPI Programs on Hadoop Cluster"

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(Test MPI)
(Configuration for Running On Multiple Servers)
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=Running HelloWorld.c on all Four Servers=
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<br />
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<tanbox>
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'''Important Note''': Every time you create a new program on Hadoop01, you will need to replicate it on the other 3 servers.  This is something that is easily forgotten, so make a mental note to always copy your latest files to the other 3 servers.
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</tanbox>
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<br />
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* One powerful command to copy files remotely is '''rsync''':
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cd
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cd mpi
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rsync -azv *  yourusername@hadoop02.dyndns.org:mpi/
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rsync -azv *  yourusername@hadoop03.dyndns.org:mpi/
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rsync -azv *  yourusername@hadoop04.dyndns.org:mpi/
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* Or, if you like bash for-loops:
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cd
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cd mpi
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for i in 2 3 4 ; do rsync -azv * yourusername@hadoop0${i}.dyndns.org:mpi/ ; done
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* You are now ready to run '''hello''' on all four servers:
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'''mpirun -np 10 --hostfile hosts ./hello'''
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Hello from Process 3 of 10 on Host Hadoop04
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Hello from Process 7 of 10 on Host Hadoop04
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Hello from Process 1 of 10 on Host Hadoop02
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Hello from Process 5 of 10 on Host Hadoop02
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Hello from Process 9 of 10 on Host Hadoop02
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Hello from Process 2 of 10 on Host Hadoop03
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Hello from Process 6 of 10 on Host Hadoop03
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Hello from Process 0 of 10 on Host Hadoop01
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Hello from Process 8 of 10 on Host Hadoop01
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Hello from Process 4 of 10 on Host Hadoop01
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Revision as of 12:12, 15 March 2017

--D. Thiebaut (talk) 13:57, 15 October 2013 (EDT)
Revised: --D. Thiebaut (talk) 12:02, 15 March 2017 (EDT)




Setup Password-Less ssh to the Hadoop cluster



This section is only visible to computers located at Smith College


Setup Aliases


  • This section is not required, but will save you a lot of typing.
  • Edit your .bashrc file
 emacs -nw ~/.bashrc 

  • and add these 3 lines at the end, where you will replace yourusername by your actual user name.
alias hadoop02='ssh -Y yourusername@hadoop02.dyndns.org'
alias hadoop03='ssh -Y yourusername@hadoop03.dyndns.org'
alias hadoop04='ssh -Y yourusername@hadoop04.dyndns.org'

  • Then tell bash to re-read the .bashrc file, since we just modified it. This way bash will learn the 3 new aliases we've defined.
source ~/.bashrc

  • Now you should be able to connect to the servers using their name only. For example:
hadoop02      
this should connect you to hadoop02 directly.
  • Exit from hadoop02, and try the same thing for hadoop03, and hadoop04.
  • Note, if you like even shorter commands, you could modify the .bashrc file and make the aliases h2, h3, and h4... Up to you.


Test MPI


MPI should already be installed, and your account ready to access it. To verify this, you will create an MPI directory and create a simple MPI "Hello World!" program in it. You will then compile it, and run it as an MPI application.

  • First create a directory called mpi
cd
mkdir mpi

  • Then cd to this directory and create the following C program:
cd mpi
emacs -nw helloWorld.c

Here's the code:


// hello.c
// A simple hello world MPI program that can be run 
// on any number of computers
#include <mpi.h>
#include <stdio.h>

int main( int argc, char *argv[] ) {
  int rank, size, nameLen;
  char hostName[80];

  MPI_Init( &argc, &argv);   /* start MPI */
  MPI_Comm_rank( MPI_COMM_WORLD, &rank );   /* get current process Id */
  MPI_Comm_size( MPI_COMM_WORLD, &size );   /* get # of processes */
  MPI_Get_processor_name( hostName, &nameLen);

  printf( "Hello from Process %d of %d on Host %s\n", rank, size, hostName );
  MPI_Finalize();
  return 0;
}


  • Compile and Run the program:


mpicc -o hello helloWorld.c
mpirun -np 2 ./hello
Hello from Process 1 of 2 on Host Hadoop01
Hello from Process 0 of 2 on Host Hadoop01

  • If you see the two lines starting with "Hello world" on your screen, MPI was successfully installed on your system!


Configuration for Running On Multiple Servers


This section is only visible to computers located at Smith College