def run(self):
"""
Runs the job template makerFunction with the set job execParams.
Raises an exception if attempted to run more than once.
execParam: "number_of_runs": the number of times this job should be run. The logbook from all the runs will be averaged. If more than one run is used, the JobResult.result will contain a list containing all the individualy returned job results.
Returns a JobResult which contains a reference to this Job and the results of the run.
"""
if(self.jobResult != None):
raise Exception("Cannot run a job more than once.")
if(self.execParams.get == None
or self.execParams["number_of_runs"] <= 0):
raise ValueError("Must run Job zero or more times")
logbooks = []
fResults = []
for i in range(self.execParams["number_of_runs"]):
resultTuple = self.jobTempate.makerFunction(**self.execParams)
if(resultTuple == None):
raise Exception("Template makerFunction must return a tuple of the format (logbook, result)")
logbook, result = resultTuple
logbooks.append(logbook)
fResults.append(result)
if(len(logbooks) == 1):
self.jobResult = JobResult(self, logbooks[0], fResults[0])
else:
averagedLogbook = LogBookTools.averageLogbookValues(logbooks)
self.jobResult = JobResult(self, averagedLogbook, fResults)
return self.jobResult