def _read_simulation_data(self,
listOfFilenames,
format=None,
listOfEntities=None):
if listOfFilenames is None:
logging.debug(
"DataService: Can't load simulation data without being given a list of reference entities."
)
return
if format is None:
return
if not self.data:
self.data = []
if not self.dataDict:
self.dataDict = OrderedDict()
for filename in listOfFilenames:
fileData = DataSet(filename,
format=format,
listOfEntities=listOfEntities)
if not fileData.data:
continue
if fileData.getId() in self.dataDict.keys():
continue
self.data.append(fileData)
self.dataDict[fileData.getId()] = fileData
def on_actionAddToExperimentalData_triggered(self):
"""
Adds the currently displayed data and adds it to the experimental data.
This is usually only useful if you want to want to use simulation results (which can then be perturbed)
as input for other tools like parameter value estimation.
"""
logging.info("Adding current data to Experimental Data...")
dataService = DataService()
expDataSet = DataSet(None)
expDataSet.setId("Pseudo-Experimental Data")
expDataSet.setType(services.dataservice.EXPERIMENTAL)
expDataSet.setSelected(True)
first = True
for key, itemList in self.data.items():
for oldItem in itemList:
item = oldItem.copy()
if type(item.getId()) != str:
logging.debug(
"TableWidgetController.on_actionAddToExperimentalData_triggered(): Encountered item with non-string as id: %s. Skipping."
% str(item.getId())
)
continue
# item.setId(item.getId() + "_syn")
item.setType(datamanagement.entitydata.TYPE_EXPERIMENTAL)
item.setAssociatedDataSet(expDataSet)
expDataSet.data[key] = item # TODO: Handle mutliple EntityData objects correctly
if first:
expDataSet.dataDescriptors = item.dataDescriptors[:]
expDataSet.dataDescriptorUnit = item.dataDescriptorUnit
first = False
dataService.add_data(expDataSet)
def _read_experimental_data(self, listOfFilenames, format, parkinController=None):
if listOfFilenames is None:
logging.debug("DataService: listOfFilenames (experimental data): %s" % listOfFilenames)
return
if not self.data:
self.data = []
if not self.dataDict:
self.dataDict = OrderedDict()
for filename in listOfFilenames:
fileData = DataSet(filename, format=format, type=EXPERIMENTAL, parkinController=parkinController)
if not fileData.data:
continue
if fileData.getId() in self.dataDict.keys():
continue
fileData.setSelected(True)
self.data.append(fileData)
self.dataDict[fileData.getId()] = fileData
def _read_simulation_data(self, listOfFilenames, format=None, listOfEntities=None):
if listOfFilenames is None:
logging.debug("DataService: Can't load simulation data without being given a list of reference entities.")
return
if format is None:
return
if not self.data:
self.data = []
if not self.dataDict:
self.dataDict = OrderedDict()
for filename in listOfFilenames:
fileData = DataSet(filename, format=format, listOfEntities=listOfEntities)
if not fileData.data:
continue
if fileData.getId() in self.dataDict.keys():
continue
self.data.append(fileData)
self.dataDict[fileData.getId()] = fileData
def _read_experimental_data(self,
listOfFilenames,
format,
parkinController=None):
if listOfFilenames is None:
logging.debug(
"DataService: listOfFilenames (experimental data): %s" %
listOfFilenames)
return
if not self.data:
self.data = []
if not self.dataDict:
self.dataDict = OrderedDict()
for filename in listOfFilenames:
fileData = DataSet(filename,
format=format,
type=EXPERIMENTAL,
parkinController=parkinController)
if not fileData.data:
continue
if fileData.getId() in self.dataDict.keys():
continue
fileData.setSelected(True)
self.data.append(fileData)
self.dataDict[fileData.getId()] = fileData
def on_actionAddToExperimentalData_triggered(self):
'''
Adds the currently displayed data and adds it to the experimental data.
This is usually only useful if you want to want to use simulation results (which can then be perturbed)
as input for other tools like parameter value estimation.
'''
logging.info("Adding current data to Experimental Data...")
dataService = DataService()
expDataSet = DataSet(None)
expDataSet.setId("Pseudo-Experimental Data")
expDataSet.setType(services.dataservice.EXPERIMENTAL)
expDataSet.setSelected(True)
first = True
for key, list in self.data.items():
for oldItem in list:
item = oldItem.copy()
if type(item.getId()) != str:
logging.debug(
"TableWidgetController.on_actionAddToExperimentalData_triggered(): Encountered item with non-string as id: %s. Skipping."
% str(item.getId()))
continue
# item.setId(item.getId() + "_syn")
item.setType(datamanagement.entitydata.TYPE_EXPERIMENTAL)
item.setAssociatedDataSet(expDataSet)
expDataSet.data[
key] = item # TODO: Handle mutliple EntityData objects correctly
if first:
expDataSet.dataDescriptors = item.dataDescriptors[:]
expDataSet.dataDescriptorUnit = item.dataDescriptorUnit
first = False
dataService.add_data(expDataSet)
