#!/usr/bin/env python

import os
dir1 = "/data/lisa/data/ift6266h10/"

mach = ["maggie16.iro.umontreal.ca,zappa8@iro.umontreal.ca"]

#test and valid sets
for i,s in enumerate(['valid','test']):
    for j,c in enumerate([0.3,0.5,0.7,1]):
        l = str(c).replace('.','')
        os.system("dbidispatch --condor --os=fc4,fc7,fc9 --machine=%s ./run_pipeline.sh -o %sdata/P%s_%s_data.ft -p %sdata/P%s_%s_params -x %sdata/P%s_%s_labels.ft -f %s%s_data.ft -l %s%s_labels.ft -c %socr_%s_data.ft -d %socr_%s_labels.ft -m %s -z 0.1 -a 0.1 -b 0.25 -g 0.25 -s %d -y %d" % (mach, dir1, l, s, dir1, l, s, dir1, l, s, dir1, s, dir1, s, dir1, s, dir1, s, c ,[20000,80000][i], 200+i*4+j))

#P07
for i in range(100):
    os.system("dbidispatch --condor --os=fc4,fc7,fc9 --machine=%s ./run_pipeline.sh -o %sdata/P07_train%d_data.ft -p %sdata/P07_train%d_params -x %sdata/P07_train%d_labels.ft -f %strain_data.ft -l %strain_labels.ft -c %socr_train_data.ft -d %socr_train_labels.ft -m 0.7 -z 0.1 -a 0.1 -b 0.25 -g 0.25 -s 819200 -y %d" % (mach, dir1, i, dir1, i, dir1, i, dir1, dir1, dir1, dir1, 100+i))

#PNIST07
for i in range(100):
    os.system("dbidispatch --condor --os=fc4,fc7,fc9 --machine=%s ./run_pipeline.sh -o %sdata/PNIST07_train%d_data.ft -p %sdata/PNIST07_train%d_params -x %sdata/PNIST07_train%d_labels.ft -f %strain_data.ft -l %strain_labels.ft -c %socr_train_data.ft -d %socr_train_labels.ft -m 0.7 -z 0.1 -a 0.1 -b 0.25 -g 0.25 -s 819200 -y %d -t %d" % (mach, dir1, i, dir1, i, dir1, i, dir1, dir1, dir1, dir1, 100+i,1))



#P07
#for i in [90,94]:#[2,10,13,15,20,49,68,82,86,90,94]:
   #os.system("dbidispatch --condor --mem=3900 --os=fc4,fc7,fc9 --machine=maggie16.iro.umontreal.ca --machine=maggie15.iro.umontreal.ca --machine=zappa8@iro.umontreal.ca ./run_pipeline.sh -o %sdata2/P07_train%d_data.ft -p %sdata2/P07_train%d_params -x %sdata2/P07_train%d_labels.ft -f %strain_data.ft -l %strain_labels.ft -c %socr_train_data.ft -d %socr_train_labels.ft -m 0.7 -z 0.1 -a 0.1 -b 0.25 -g 0.25 -s 819200 -y %d" % (dir1, i, dir1, i, dir1, i, dir1, dir1, dir1, dir1,100+i))