def recordSimulation():
#Use the global DataDict
global DataDict
#Record the MetaData Parameters
DataDict.update(
map(
lambda ListedKeyString:
(
"*"+ListedKeyString,
globals()[ListedKeyString]
),
map(
lambda KeyString:
SYS.getSingularStringWithPluralString(KeyString.split("List")[0]),
ScanDict.keys()
)
)
)
#Record the Data
DataDict.update({
"&MonitoredRateIntsList":MonitoredRateIntsList,
"&RateFloatsArray":RateFloatsArray[MonitoredRateIntsList,:],
"&WeigthsArray":WeigthsArray,
"StatsDict":{
"&MeanRateFloatsList":list(np.mean(RateFloatsArray,axis=1)),
"&STDRateFloatsList":list(np.std(RateFloatsArray,axis=1))
},
"MonitoredFourierTransformsList":map(
lambda FrequencyFloat:
{
"*FrequencyFloat":FrequencyFloat,
"MonitoredFourierComponentsDict":dict(
map(
lambda IndexIntAndTuplesList:
("Monitored_"+str(MonitoredRateIntsList[IndexIntAndTuplesList[0]])+"Dict",dict(IndexIntAndTuplesList[1])),
enumerate(
map(
lambda MonitoredFourierComplexList:
[
("&AmplitudeFloatsList",abs(MonitoredFourierComplexList)),
("&PhaseFloatsList",map(lambda Complex:SYS.getArgumentFloatWithComplex(Complex),MonitoredFourierComplexList))
],
np.fft.fft(RateFloatsArray[MonitoredRateIntsList,:])
)
)
)
)
},
np.arange(0.1,10.,5.)
)
})
def getScannedTuplesListsListWithScanDict(_ScanDict):
import itertools
ProductTuplesList=list(itertools.product(*_ScanDict.values()))
KeyStringsList=map(
lambda KeyString:
SYS.getSingularStringWithPluralString(KeyString.split("List")[0]),
_ScanDict.keys()
)
ScannedTuplesListsList=map(
lambda ProductTuple:
zip(KeyStringsList,ProductTuple),
ProductTuplesList
)
return ScannedTuplesListsList