def connect(self):
'''
connects to Everest. Returns None if success or the error raised.
'''
# configure proxy
ConfigRestCall.proxyEnabled = self.parameters['proxy_enabled']
ConfigRestCall.proxyHost = str(self.parameters['proxy_host'])
ConfigRestCall.proxyPort = self.parameters['proxy_port']
ConfigRestCall.httpDisableCertificateValidation = self.parameters['server_disable_ssl']
ConfigRestCall.loggingDebug = self.parameters['debug_rest']
try :
# connect
self.restcall = RestCall(
url=str(self.parameters['server_url']),
username=str(self.parameters['server_login']),
password=str(self.parameters['server_password'])
)
except Exception as e:
print e
return e
return None
class ExecuteASimCase():
def __init__(self, parameters):
# store parametrers
self.parameters = parameters
# future members
self.restcall = None
pass
def connect(self):
'''
connects to Everest. Returns None if success or the error raised.
'''
# configure proxy
ConfigRestCall.proxyEnabled = self.parameters['proxy_enabled']
ConfigRestCall.proxyHost = str(self.parameters['proxy_host'])
ConfigRestCall.proxyPort = self.parameters['proxy_port']
ConfigRestCall.httpDisableCertificateValidation = self.parameters['server_disable_ssl']
ConfigRestCall.loggingDebug = self.parameters['debug_rest']
try :
# connect
self.restcall = RestCall(
url=str(self.parameters['server_url']),
username=str(self.parameters['server_login']),
password=str(self.parameters['server_password'])
)
except Exception as e:
print e
return e
return None
def runASimulation(self, inputs, outputs):
'''
expects inputs to be in the form
{
'pid': {
'attribute_technical_name':'value',
'attribute_techname2':value,
[...]
},
[...]
}
expects outputs to be in the form
{
'Building': {
'pid': ['output_tech_name1', 'output_tech_name2', 'output_tech_name3' [...] ],
'pid2': ['output_tech_name2', 'output_tech_name2', 'output_tech_name3' [...] ] ,
[...]
},
'City': {
'pid': ['res1']
}
}
'''
bundleId = None
simCaseId = None
try:
# create a bundle
bundle = {}
bundle["name"] = "genlab_xp"
bundle["description"] = "bundle created by genlab for optimization"
bundle["modelId"] = str(self.parameters['model_executable_id'])
try:
bundleCreated = self.restcall.postCreateBundle(bundle)
bundleId = bundleCreated['id']
except:
writeError("parameter error: wrong model")
return
writeProgress("4")
# create a simcase
try:
simCase = {}
simCase["name"] = "genlab simcase for optimization"
simCase["description"] = "simcase created by genlab for optimization"
simCaseCreated = self.restcall.postCreateSimCaseBundle(bundleId, simCase)
simCaseId = simCaseCreated['id']
except:
writeError("server error: unable to create simcase")
return
writeProgress("5")
# associate the simcase to a scenario (only if provided / requested)
if self.parameters['model_scenario'] is not None:
try:
self.restcall.putCasesRun(simCaseId, {'scenarioId': scenarioId})
except:
writeError("parameter error: unable to associate with this scenario")
return
# push the parameters that were defined
for pid, attributes in inputs.items():
try:
self.restcall.putCasesAttributes(
simCaseId,
pid,
attributes
)
except:
writeError("parameter error: unable to set %s for %s" % (attributes, pid))
return
# start the simcase
try:
infoStart = self.restcall.postCasesRun(simCaseId)
except:
writeError("server error: unable to start simcase")
return
runId = infoStart['runId']
runStatus = "inProgress"
runProgress = 0
# wait for the end of the run
while runStatus == "inProgress":
if runProgress < 50:
time.sleep(5)
elif runProgress < 85:
time.sleep(1)
else:
time.sleep(0.5)
progressStatus = self.restcall.getCasesRun(simCaseId)
runStatus = str(progressStatus["status"])
runProgress = int(progressStatus["progress"])
writeProgress(int(round(5 + runProgress*80/100)))
if runStatus != "finished":
writeError("model error: error during the simulation")
return
# download the resulting file
writeProgress("91")
try:
# install the proxy (if required !)
if self.parameters['proxy_enabled']:
proxy = urllib2.ProxyHandler({
'http': str(self.parameters['proxy_host'])+':'+str(self.parameters['proxy_port']),
'https': str(self.parameters['proxy_host'])+':'+str(self.parameters['proxy_port'])
})
opener = urllib2.build_opener(proxy)
urllib2.install_opener(opener)
# download the data
url = self.parameters['server_download_url'] + "CASE-" + str(simCaseId) + "/dataset.nc?sessionid=" + str(self.restcall.token)
response = urllib2.urlopen(url)
cityCDF = response.read()
# create tmp file
[fDesc, fPath] = tempfile.mkstemp(suffix='xpplan_'+str(simCaseId))
# write the content of the distant URL to this file (== download)
with open(fPath, 'w') as f:
f.write(cityCDF)
except Exception as e:
writeError("server error: unable to download results: %s" % e)
return
writeProgress("95")
finally:
if simCaseId is not None:
self.restcall.deleteSimCase(simCaseId)
if bundleId is not None:
self.restcall.deleteBundle(bundleId)
writeProgress("96")
res = {}
try:
# open this file as a netcdf dataset
netcdfResult = netCDF4.Dataset(fPath, mode='r', diskless=False, persist=False, format='NETCDF4')
# read the expected outputs
for entityTypeName, pid2kpis in outputs.items():
res[entityTypeName] = {}
for pid, kpis in pid2kpis.items():
res[entityTypeName][pid] = {}
for kpi in kpis:
try:
# find the corresponding indexes to find data
idxPID = list(netcdfResult.variables["PID-"+entityTypeName]).index(pid)
# retrieve this value
res[entityTypeName][pid][kpi] = list(netcdfResult.groups["Results"].groups[entityTypeName].variables[kpi][:, idxPID])
except:
writeError("parameter error: unable to analyze result for %s of %s:%s" % (kpi, entityTypeName, pid))
return
finally:
# close the dataset
if netcdfResult is not None:
netcdfResult.close()
# delete file
if fDesc is not None:
os.close(fDesc)
os.remove(fPath)
writeProgress("100")
# return these values
return res