aggregateOutTable = tableDict.fromTextFile(aggregateOut, width = 20, prec = 10)
aggregateOutTable.keep(['age', 'owner'])
aggregateOutTable.rename('owner', 'thOwnership')
empOwnershipTable = tableDict.fromTextFile(empOwnershipFile, width = 20, prec = 10)
empOwnershipTable.rename('PrOwnership', 'empOwnership')
print empOwnershipTable
# print empOwnershipTable.cellFormat
ownershipTable = aggregateOutTable.merged(empOwnershipTable, 'age')
print ownershipTable
# print ownershipTable.cellFormat
yVars = ['thOwnership', 'empOwnership']
# add the individual simulations
for profile in [ '1', '2', '3' ]:
profileOwnershipFile = os.path.join(output_dir, 'simulation_' + profile + '.out')
if not os.path.exists(profileOwnershipFile): continue
profileOwnershipTable = tableDict.fromTextFile(profileOwnershipFile, width = 20, prec = 10)
profileOwnershipTable.keep(['age', 'owner'])
profileOwnershipTable.rename('owner', 'thOwnership_' + profile)
ownershipTable.merge(profileOwnershipTable, 'age')
ownershipTable.drop('_merge')
print ownershipTable
f = open(ownershipTableFile, 'w')
print >> f, ownershipTable
f.close()
plotSimulation(table = ownershipTableFile, xVar = 'age', yVars = yVars, yVarRange = (0., 1.), figureFile = os.path.join(output_dir, 'ownership.png'), verb = 'CRITICAL')
# make plot of life-cycle simulation (all variables)
makeAggregatePlot(output_dir)
ownershipTable = aggregateOutTable.merged(empOwnershipTable, 'age')
print ownershipTable
# print ownershipTable.cellFormat
yVars = ['thOwnership', 'empOwnership']
# add the individual simulations
for profile in ['1', '2', '3']:
profileOwnershipFile = os.path.join(output_dir,
'simulation_' + profile + '.out')
if not os.path.exists(profileOwnershipFile): continue
profileOwnershipTable = tableDict.fromTextFile(profileOwnershipFile,
width=20,
prec=10)
profileOwnershipTable.keep(['age', 'owner'])
profileOwnershipTable.rename('owner', 'thOwnership_' + profile)
ownershipTable.merge(profileOwnershipTable, 'age')
ownershipTable.drop('_merge')
print ownershipTable
f = open(ownershipTableFile, 'w')
print >> f, ownershipTable
f.close()
plotSimulation(table=ownershipTableFile,
xVar='age',
yVars=yVars,
yVarRange=(0., 1.),
figureFile=os.path.join(output_dir, 'ownership.png'),
verb='CRITICAL')
# make plot of life-cycle simulation (all variables)
makeAggregatePlot(output_dir)
def terminated(self):
"""
Analyze the retrieved output, with a threefold purpose:
- work around a bug in ARC where the output is stored in a
subdirectory of the output directory.
- make plots for post-analysis
"""
output_dir = self.output_dir
# if files are stored in `output/output/`, move them one level up
if os.path.isdir(os.path.join(output_dir, 'output')):
wrong_output_dir = os.path.join(output_dir, 'output')
for entry in os.listdir(wrong_output_dir):
dest_entry = os.path.join(output_dir, entry)
if os.path.isdir(dest_entry):
# backup with numerical suffix
gc3libs.utils.backup(dest_entry)
os.rename(os.path.join(wrong_output_dir, entry), dest_entry)
try:
os.rmdir(wrong_output_dir)
except:
logger.warning('could not delete wront output dir = %s' %
wrong_output_dir)
## set the exitcode based on postprocessing the main output file
#aggregateOut = os.path.join(output_dir, 'aggregate.out')
#genParametersFile = os.path.join(os.getcwd(), 'localBaseDir', 'input', 'genParameters.in')
#ctry = getParameter(genParametersFile, 'ctry', 'space-separated')
#if ctry == 'us':
#curPanel = 'PSID'
#elif ctry == 'de':
#curPanel = 'SOEP'
#elif ctry == 'uk':
#curPanel = 'BHPS'
#else:
#logger.critical('unknown profile %s' % profile)
#os.exit(1)
#empOwnershipFile = os.path.join(os.path.split(output_dir)[0], 'input', curPanel + 'OwnershipProfilealleduc.out')
#ownershipTableFile = os.path.join(output_dir, 'ownershipTable.out')
#if os.path.exists(aggregateOut):
#self.execution.exitcode = 0
## make plot of predicted vs empirical ownership profile
#aggregateOutTable = tableDict.fromTextFile(aggregateOut, width = 20, prec = 10)
#aggregateOutTable.keep(['age', 'owner'])
#aggregateOutTable.rename('owner', 'thOwnership')
#empOwnershipTable = tableDict.fromTextFile(empOwnershipFile, width = 20, prec = 10)
#empOwnershipTable.rename('PrOwnership', 'empOwnership')
#ownershipTable = aggregateOutTable.merged(empOwnershipTable, 'age')
#ownershipTable.drop('_merge')
#yVars = ['thOwnership', 'empOwnership']
## add the individual simulations
#for profile in [ '1', '2', '3' ]:
#profileOwnershipFile = os.path.join(output_dir, 'simulation_' + profile + '.out')
#if not os.path.exists(profileOwnershipFile): continue
#profileOwnershipTable = tableDict.fromTextFile(profileOwnershipFile, width = 20, prec = 10)
#profileOwnershipTable.keep(['age', 'owner'])
#profileOwnershipTable.rename('owner', 'thOwnership_' + profile)
#ownershipTable.merge(profileOwnershipTable, 'age')
#ownershipTable.drop('_merge')
#yVars.append('thOwnership_' + profile)
#f = open(ownershipTableFile, 'w')
#print >> f, ownershipTable
#f.close()
#try:
#plotSimulation(table = ownershipTableFile, xVar = 'age', yVars = yVars, yVarRange = (0., 1.), figureFile = os.path.join(self.output_dir, 'ownership.png'), verb = 'CRITICAL')
#except:
#logger.debug('couldnt make ownershipTableFile')
#try:
#self.execution.exitcode = plotOwnerProfiles(path2input = os.path.join(os.getcwd(), 'localBaseDir', 'input'),
#path2output = output_dir, simuFileName = 'aggregate.out')
#except:
#logger.debug('couldnt make ownerprofile plot. plotOwnerProfiles crashed, couldnt even set exitcode. ')
# make plot of life-cycle simulation (all variables)
try:
makeAggregatePlot(self.output_dir)
# plotSimulation(table = os.path.join(output_dir, 'aggregate.out'), xVar = 'age', yVars = ['wealth', 'theta1', 'theta2', 'theta3', 'theta4', 'theta5', 'cons', 'income'], figureFile = os.path.join(self.output_dir, 'aggregate.png'), verb = 'CRITICAL' )
except:
logger.debug('coulndt make aggregate.out plot')
#if os.path.exists('ownershipThreshold_1.out'):
#plotSimulation(path = os.path.join(output_dir, 'ownershipThreshold_1.out'), xVar = 'age', yVars = [ 'Yst1', 'Yst4' ], figureFile = os.path.join(self.output_dir, 'ownershipThreshold_1.eps'), verb = 'CRITICAL' )
#plotSimulation(path = os.path.join(output_dir, 'ownershipThreshold_1.out'), xVar = 'age', yVars = [ 'yst1', 'yst4' ], figureFile = os.path.join(self.output_dir, 'normownershipThreshold_1.eps'), verb = 'CRITICAL' )
else:
# no `simulation.out` found, signal error
self.execution.exitcode = 2
def terminated(self):
"""
Analyze the retrieved output, with a threefold purpose:
- work around a bug in ARC where the output is stored in a
subdirectory of the output directory.
- make plots for post-analysis
"""
output_dir = self.output_dir
# if files are stored in `output/output/`, move them one level up
if os.path.isdir(os.path.join(output_dir, "output")):
wrong_output_dir = os.path.join(output_dir, "output")
for entry in os.listdir(wrong_output_dir):
dest_entry = os.path.join(output_dir, entry)
if os.path.isdir(dest_entry):
# backup with numerical suffix
gc3libs.utils.backup(dest_entry)
os.rename(os.path.join(wrong_output_dir, entry), dest_entry)
try:
os.rmdir(wrong_output_dir)
except:
logger.warning("could not delete wront output dir = %s" % wrong_output_dir)
## set the exitcode based on postprocessing the main output file
# aggregateOut = os.path.join(output_dir, 'aggregate.out')
# genParametersFile = os.path.join(os.getcwd(), 'localBaseDir', 'input', 'genParameters.in')
# ctry = getParameter(genParametersFile, 'ctry', 'space-separated')
# if ctry == 'us':
# curPanel = 'PSID'
# elif ctry == 'de':
# curPanel = 'SOEP'
# elif ctry == 'uk':
# curPanel = 'BHPS'
# else:
# logger.critical('unknown profile %s' % profile)
# os.exit(1)
# empOwnershipFile = os.path.join(os.path.split(output_dir)[0], 'input', curPanel + 'OwnershipProfilealleduc.out')
# ownershipTableFile = os.path.join(output_dir, 'ownershipTable.out')
# if os.path.exists(aggregateOut):
# self.execution.exitcode = 0
## make plot of predicted vs empirical ownership profile
# aggregateOutTable = tableDict.fromTextFile(aggregateOut, width = 20, prec = 10)
# aggregateOutTable.keep(['age', 'owner'])
# aggregateOutTable.rename('owner', 'thOwnership')
# empOwnershipTable = tableDict.fromTextFile(empOwnershipFile, width = 20, prec = 10)
# empOwnershipTable.rename('PrOwnership', 'empOwnership')
# ownershipTable = aggregateOutTable.merged(empOwnershipTable, 'age')
# ownershipTable.drop('_merge')
# yVars = ['thOwnership', 'empOwnership']
## add the individual simulations
# for profile in [ '1', '2', '3' ]:
# profileOwnershipFile = os.path.join(output_dir, 'simulation_' + profile + '.out')
# if not os.path.exists(profileOwnershipFile): continue
# profileOwnershipTable = tableDict.fromTextFile(profileOwnershipFile, width = 20, prec = 10)
# profileOwnershipTable.keep(['age', 'owner'])
# profileOwnershipTable.rename('owner', 'thOwnership_' + profile)
# ownershipTable.merge(profileOwnershipTable, 'age')
# ownershipTable.drop('_merge')
# yVars.append('thOwnership_' + profile)
# f = open(ownershipTableFile, 'w')
# print >> f, ownershipTable
# f.close()
# try:
# plotSimulation(table = ownershipTableFile, xVar = 'age', yVars = yVars, yVarRange = (0., 1.), figureFile = os.path.join(self.output_dir, 'ownership.png'), verb = 'CRITICAL')
# except:
# logger.debug('couldnt make ownershipTableFile')
# try:
# self.execution.exitcode = plotOwnerProfiles(path2input = os.path.join(os.getcwd(), 'localBaseDir', 'input'),
# path2output = output_dir, simuFileName = 'aggregate.out')
# except:
# logger.debug('couldnt make ownerprofile plot. plotOwnerProfiles crashed, couldnt even set exitcode. ')
# make plot of life-cycle simulation (all variables)
try:
makeAggregatePlot(self.output_dir)
# plotSimulation(table = os.path.join(output_dir, 'aggregate.out'), xVar = 'age', yVars = ['wealth', 'theta1', 'theta2', 'theta3', 'theta4', 'theta5', 'cons', 'income'], figureFile = os.path.join(self.output_dir, 'aggregate.png'), verb = 'CRITICAL' )
except:
logger.debug("coulndt make aggregate.out plot")
# if os.path.exists('ownershipThreshold_1.out'):
# plotSimulation(path = os.path.join(output_dir, 'ownershipThreshold_1.out'), xVar = 'age', yVars = [ 'Yst1', 'Yst4' ], figureFile = os.path.join(self.output_dir, 'ownershipThreshold_1.eps'), verb = 'CRITICAL' )
# plotSimulation(path = os.path.join(output_dir, 'ownershipThreshold_1.out'), xVar = 'age', yVars = [ 'yst1', 'yst4' ], figureFile = os.path.join(self.output_dir, 'normownershipThreshold_1.eps'), verb = 'CRITICAL' )
else:
# no `simulation.out` found, signal error
self.execution.exitcode = 2