def loadStats(self,**KwargsDict):
#MetaDict And DataDict
self.setDataDict()
self.SimulationsH5pyFile=SYS.H5pyFileClass().update(
{
'FileString':ModelString,
'FolderPathString':DataPathString
}
)
self.StatsDict=self.SimulationsH5pyFile.FilePointer[SYS.getIdStringWithDict(self.DataDict)]
def foundSimulations(self,**Kwargs):
###H5PY PART !!!!!!!!
#MetaDict And DataDict
self.setDataDict()
#SYS._print(self.DataDict)
#Open the hdf5
self.SimulationsH5pyFile=SYS.H5pyFileClass().update(
{
'FileString':ModelString,
'FolderPathString':DataPathString
});
if SYS.getIdStringWithDict(self.DataDict) in self.SimulationsH5pyFile.FilePointer:
self.Simulations=self.SimulationsH5pyFile.FilePointer[SYS.getIdStringWithDict(self.DataDict)]
self.SimulationsInt=len(self.Simulations['IFOutput']['&SpikesList']);
else:
print(self.SimulationsH5pyFile.FilePointer.keys())
self.SimulationsInt=0
print(str(self.SimulationsInt)+" Simulations were Found")
self.SimulationsH5pyFile.FilePointer.close()
def loadSimulations(self,**Kwargs):
###H5PY PART !!!!!!!!
#MetaDict And DataDict
self.setDataDict()
#Open the hdf5
self.SimulationsH5pyFile=SYS.H5pyFileClass().update(
{
'FileString':ModelString,
'FolderPathString':DataPathString
});
self.Simulations=self.SimulationsH5pyFile.FilePointer[SYS.getIdStringWithDict(self.DataDict)]
self.SimulationsInt=len(self.Simulations['IFOutput']['&SpikesList']);
#load the Outputs
SimulationOutputs={}
#Parse the data
for SimulationInt in xrange(self.SimulationsInt):
#Get the Data
SimulationData=SYS.getListingDict(SYS.getDataDictWithDictAndIndexInt(self.Simulations,SimulationInt))
#convert into numpy array
for OutputKey in ['RateOutput','IFOutput']:
SimulationOutputs[OutputKey]={}
for Key in SimulationData[OutputKey].keys():
SimulationOutputs[OutputKey][Key]=[]
if type(SimulationData[OutputKey][Key]).__name__=="Dataset":
SimulationOutputs[OutputKey][Key]=SimulationData[OutputKey][Key].value
for ThingIdx in xrange(len(SimulationData[OutputKey][Key])):
#if type(SimulationData[OutputKey][Key][ThingIdx])==list:
if type(SimulationData[OutputKey][Key][ThingIdx]).__name__=="Dataset":
SimulationOutputs[OutputKey][Key].append(SimulationOutputs[OutputKey][Key][ThingIdx].value);
elif type(SimulationData[OutputKey][Key][ThingIdx])==dict:
SimulationOutputs[OutputKey][Key].append({})
for _Key in SimulationData[OutputKey][Key][ThingIdx].keys():
SimulationOutputs[OutputKey][Key][ThingIdx][_Key]={}
#if type(SimulationData[OutputKey][Key][ThingIdx][_Key])==list:
if type(SimulationData[OutputKey][Key][ThingIdx][_Key]).__name__=="Dataset":
#SimulationOutputs[OutputKey][Key][ThingIdx][_Key]=np.array(SimulationData[OutputKey][Key][ThingIdx][_Key]);
SimulationOutputs[OutputKey][Key][ThingIdx][_Key]=SimulationData[OutputKey][Key][ThingIdx][_Key].value
#print("end",SYS.getDictedDictWithVariable(SimulationOutputs))
#put in the SimulationList
self.SimulationsList.append(Simulation(SimulationOutputs['RateOutput'],SimulationOutputs['IFOutput']))
#SYS._print(SYS.getDictedDictWithVariable(self.SimulationsList[0].__dict__))
self.SimulationsH5pyFile.FilePointer.close()
#Transfer inputs
self.IFNetwork.RateOutput=self.SimulationsList[0].RateOutput
self.IFNetwork.IFOutputsList=map(lambda SimulationInt:
self.SimulationsList[SimulationInt].IFOutput,xrange(len(self.SimulationsList)))
def deleteSimulations(self,**Kwargs):
###H5PY PART !!!!!!!!
#MetaDict And DataDict
#NewSimulationParameterSet=dict(map(lambda TagName:(TagName,getattr(self,TagName)),TagNames))
self.setDataDict()
#SYS._print(self.DataDict)
#Open the hdf5
self.SimulationsH5pyFile=SYS.H5pyFileClass().update(
{
'FileString':ModelString,
'FolderPathString':DataPathString
})
IdString=SYS.getIdStringWithDict(self.DataDict)
#SimulationH5pyFile
#print(SimulationH5pyFile.FilePointer.keys())
#print(SimulationH5pyFile.FilePointer[IdString])
self.SimulationsH5pyFile.delete(IdString)
self.SimulationsH5pyFile.FilePointer.close()