57b5d7873f
28ca7be add linear readme ca4b20f add linear readme 1133628 add linear readme 6a11676 update docs a607047 Update build.sh 2c1cfd8 complete yarn 4f28e32 change formater 2fbda81 fix stdin input 3258bcf checkin yarn master 67ebf81 allow setup from env variables 9b6bf57 fix hdfs 395d5c2 add make system 88ce767 refactor io, initial hdfs file access need test 19be870 chgs a1bd3c6 Merge branch 'master' of ssh://github.com/tqchen/rabit 1a573f9 introduce input split 29476f1 fix timer issue git-subtree-dir: subtree/rabit git-subtree-split: 28ca7becbdf6503e6b1398588a969efb164c9701
45 lines
1.8 KiB
Python
Executable File
45 lines
1.8 KiB
Python
Executable File
#!/usr/bin/python
|
|
"""
|
|
This is the demo submission script of rabit, it is created to
|
|
submit rabit jobs using hadoop streaming
|
|
"""
|
|
import argparse
|
|
import sys
|
|
import os
|
|
import subprocess
|
|
import rabit_tracker as tracker
|
|
|
|
parser = argparse.ArgumentParser(description='Rabit script to submit rabit job using MPI')
|
|
parser.add_argument('-n', '--nworker', required=True, type=int,
|
|
help = 'number of worker proccess to be launched')
|
|
parser.add_argument('-v', '--verbose', default=0, choices=[0, 1], type=int,
|
|
help = 'print more messages into the console')
|
|
parser.add_argument('-H', '--hostfile', type=str,
|
|
help = 'the hostfile of mpi server')
|
|
parser.add_argument('command', nargs='+',
|
|
help = 'command for rabit program')
|
|
args = parser.parse_args()
|
|
#
|
|
# submission script using MPI
|
|
#
|
|
def mpi_submit(nslave, worker_args, worker_envs):
|
|
"""
|
|
customized submit script, that submit nslave jobs, each must contain args as parameter
|
|
note this can be a lambda function containing additional parameters in input
|
|
Parameters
|
|
nslave number of slave process to start up
|
|
args arguments to launch each job
|
|
this usually includes the parameters of master_uri and parameters passed into submit
|
|
"""
|
|
worker_args += ['%s=%s' % (k, str(v)) for k, v in worker_envs.items()]
|
|
sargs = ' '.join(args.command + worker_args)
|
|
if args.hostfile is None:
|
|
cmd = ' '.join(['mpirun -n %d' % (nslave)] + args.command + worker_args)
|
|
else:
|
|
cmd = ' '.join(['mpirun -n %d --hostfile %s' % (nslave, args.hostfile)] + args.command + worker_args)
|
|
print cmd
|
|
subprocess.check_call(cmd, shell = True)
|
|
|
|
# call submit, with nslave, the commands to run each job and submit function
|
|
tracker.submit(args.nworker, [], fun_submit = mpi_submit, verbose = args.verbose)
|