def __init__(self, mainFrame, width):
self.framePredictSpecific = ttk.Frame(mainFrame, width=width)
self.framePredictSpecific.grid(row=1, column=1, rowspan=5)
self.frameInfResults = ttk.Frame(self.framePredictSpecific,
width=width)
self.frameInfResults.grid(row=1, column=3, rowspan=27)
self.frameErrors = ttk.Frame(self.framePredictSpecific, width=width)
self.frameErrors.grid(row=6, column=1, rowspan=3)
self.widthLeft = 30
self.widthCenter = 15
self.widthInput = 4
self.staticObsGiven = False # By default put as not having static observations
# Present filename of DBN being used
self.showDBN = ElemTwoPresent(self.framePredictSpecific,
"sdtDBN being used: ",
"No file yet selected", self.widthLeft,
1, 1)
# Create a Tkinter variable for available ids
self.idTab3TkVar = StringVar(self.framePredictSpecific)
self.idTab3Choices = ['Inference observations not given!']
self.idTab3 = ElemTwoSelect(self.framePredictSpecific, "Desired id: ",
self.widthLeft, self.idTab3TkVar,
self.idTab3Choices, self.idTab3Choices[0],
2, 1)
# Create a Tkinter variable for available attributes
self.attTab3TkVar = StringVar(self.framePredictSpecific)
self.attTab3Choices = ['There is not an sdtDBN learned!']
self.attTab3 = ElemTwoSelect(self.framePredictSpecific,
"Desired attribute: ", self.widthLeft,
self.attTab3TkVar, self.attTab3Choices,
self.attTab3Choices[0], 3, 1)
# Create a Tkinter variable for timesteps
self.timestepTab3 = ElemTwoInput(self.framePredictSpecific,
"Desired timestep: ", self.widthLeft,
self.widthInput, 4, 1, 1)
self.makeInfTab3 = ttk.Button(self.framePredictSpecific,
text="Make inference",
command=self.onSubmit)
self.makeInfTab3.grid(row=5,
column=1,
columnspan=2,
sticky=N + S + E + W)
def __init__(self, mainFrame, width):
self.framePredictProgres = ttk.Frame(mainFrame, width=width)
self.framePredictProgres.grid(row=1, column=1, rowspan=2)
self.frameInfResults = ttk.Frame(self.framePredictProgres, width=width)
self.frameInfResults.grid(row=1, column=3, rowspan=27)
self.frameErrors = ttk.Frame(self.framePredictProgres, width=width)
self.frameErrors.grid(row=7, column=1, rowspan=3)
self.widthLeft = 30
self.widthCenter = 15
self.widthInput = 5
self.staticObsGiven = False # By default put as not having static observations
# Present filename of DBN being used
self.showDBN = ElemTwoPresent(self.framePredictProgres, "sdtDBN being used: ", "No file yet selected", self.widthLeft, 1, 1)
# Create a Tkinter variable for available ids
self.idTab4TkVar = StringVar(self.framePredictProgres)
self.idTab4Choices = [ 'Inference observations not given!' ]
self.idTab4 = ElemTwoSelect(self.framePredictProgres, "Desired id: ", self.widthLeft, self.idTab4TkVar, self.idTab4Choices, self.idTab4Choices[0], 2, 1 )
# Create a Tkinter variable for available attributes
self.attTab4TkVar = StringVar(self.framePredictProgres)
self.attTab4Choices = [ 'There is not an sdtDBN learned!' ]
self.attTab4 = ElemTwoSelect(self.framePredictProgres, "Desired attribute: ", self.widthLeft, self.attTab4TkVar, self.attTab4Choices, self.attTab4Choices[0], 3, 1 )
# Create a Tkinter variable for timesteps
self.timestepTab4 = ElemTwoInput(self.framePredictProgres, "Maximum timestep: ", self.widthLeft, self.widthInput, 4, 1, 1)
# Create a Tkinter variable for the modes
self.modeTab4TkVar = StringVar(self.framePredictProgres)
self.modeTab4Choices = [ 'Distribution', 'Most Probable', 'Random Estimation using probability distributions' ]
self.modeTab4 = ElemTwoSelect(self.framePredictProgres, "Desired estimation mode: ", self.widthLeft, self.modeTab4TkVar, self.modeTab4Choices, self.modeTab4Choices[0], 5, 1 )
self.modesDict = {
'Distribution' : 'distrib',
'Most Probable' : 'mostProb',
'Random Estimation using probability distributions' : 'distrSampl'
}
# Button to submit, making inference
self.makeInfTab4 = ttk.Button(self.framePredictProgres, text = "Make inference", command = self.onSubmit)
self.makeInfTab4.grid(row=6, column=1, columnspan=2, sticky = N+S+E+W)
def __init__(self, mainFrame, width):
self.frameInfoToImg = ttk.Frame(mainFrame, width=width)
self.frameInfoToImg.grid(row=1, column=1, rowspan=10)
self.frameErrors = ttk.Frame(self.frameInfoToImg, width=width)
self.frameErrors.grid(row=4, column=1, columnspan=2)
self.framePresentImg = ttk.Frame(self.frameInfoToImg, width=width)
self.framePresentImg.grid(row=1, column=3, rowspan=40)
self.widthLeft = 30
self.widthCenter = 15
self.widthInput = 25
# Present filename of DBN being used
self.showDBN = ElemTwoPresent(self.frameInfoToImg, "sdtDBN being used: ", "No file yet selected", self.widthLeft, 1, 1)
# Create a Tkinter variable for output filename
self.outputPathImg = ElemTwoInput(self.frameInfoToImg, "Image filename: ", self.widthLeft, self.widthInput, 2, 1, 'imgNameExample')
# Button to submit, making inference
self.makeInfTab5 = ttk.Button(self.frameInfoToImg, text = "Create Image", command = self.onSubmit)
self.makeInfTab5.grid(row=3, column=1, columnspan=2, sticky = N+S+E+W)
class Tab1_2:
def __init__(self, mainFrame, width):
self.frameInfoToImg = ttk.Frame(mainFrame, width=width)
self.frameInfoToImg.grid(row=1, column=1, rowspan=10)
self.frameErrors = ttk.Frame(self.frameInfoToImg, width=width)
self.frameErrors.grid(row=4, column=1, columnspan=2)
self.framePresentImg = ttk.Frame(self.frameInfoToImg, width=width)
self.framePresentImg.grid(row=1, column=3, rowspan=40)
self.widthLeft = 30
self.widthCenter = 15
self.widthInput = 25
# Present filename of DBN being used
self.showDBN = ElemTwoPresent(self.frameInfoToImg, "sdtDBN being used: ", "No file yet selected", self.widthLeft, 1, 1)
# Create a Tkinter variable for output filename
self.outputPathImg = ElemTwoInput(self.frameInfoToImg, "Image filename: ", self.widthLeft, self.widthInput, 2, 1, 'imgNameExample')
# Button to submit, making inference
self.makeInfTab5 = ttk.Button(self.frameInfoToImg, text = "Create Image", command = self.onSubmit)
self.makeInfTab5.grid(row=3, column=1, columnspan=2, sticky = N+S+E+W)
def onSubmit(self):
for widget in self.frameErrors.winfo_children():
widget.destroy()
for widget in self.framePresentImg.winfo_children():
widget.destroy()
if( self.checkArgs() == False ):
return
p = subprocess.run(['java', '-jar', 'sdtDBN_v0_0_1.jar', '-fromFile', self.showDBN.messageRight, '-d'], stdout=subprocess.PIPE, stderr=subprocess.PIPE, stdin=subprocess.PIPE, encoding='utf-8')
dotSourceCode = p.stdout
imgFileName = self.outputPathImg.entry.get()
with open("auxiliar.dot", 'w', newline='') as file:
file.write(dotSourceCode)
p = subprocess.run(['dot', '-Tpng', 'auxiliar.dot' , '-o', imgFileName + '.png'], stdout=subprocess.PIPE, stderr=subprocess.PIPE, stdin=subprocess.PIPE, encoding='utf-8')
os.remove('auxiliar.dot')
self.img = PhotoImage(file = imgFileName + '.png')
labelToPresentImg = ttk.Label(self.framePresentImg, image = self.img)
labelToPresentImg.grid(row=1, column=1, rowspan=40)
printInfo = ttk.Label(self.frameErrors, text="Image of DBN saved at " + imgFileName + ".png", style="ok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
return
def checkArgs(self):
if(self.showDBN.messageRight == "No file yet selected" ):
printInfo = ttk.Label(self.frameErrors, text="no sdtDBN file was given!", style="notok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
return False
if(self.outputPathImg.entry.get() == ''):
printInfo = ttk.Label(self.frameErrors, text="An image filename must be specified!", style="notok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
return False
return True
def setDBNFile(self, dbnFilename):
self.showDBN.destroy()
self.showDBN = ElemTwoPresent(self.frameInfoToImg, "sdtDBN being used: ", dbnFilename, self.widthLeft, 1, 1)
return
def setDBNFile(self, dbnFilename):
self.showDBN.destroy()
self.showDBN = ElemTwoPresent(self.frameInfoToImg, "sdtDBN being used: ", dbnFilename, self.widthLeft, 1, 1)
return
class Tab4:
def __init__(self, mainFrame, width):
self.framePredictProgres = ttk.Frame(mainFrame, width=width)
self.framePredictProgres.grid(row=1, column=1, rowspan=2)
self.frameInfResults = ttk.Frame(self.framePredictProgres, width=width)
self.frameInfResults.grid(row=1, column=3, rowspan=27)
self.frameErrors = ttk.Frame(self.framePredictProgres, width=width)
self.frameErrors.grid(row=7, column=1, rowspan=3)
self.widthLeft = 30
self.widthCenter = 15
self.widthInput = 5
self.staticObsGiven = False # By default put as not having static observations
# Present filename of DBN being used
self.showDBN = ElemTwoPresent(self.framePredictProgres, "sdtDBN being used: ", "No file yet selected", self.widthLeft, 1, 1)
# Create a Tkinter variable for available ids
self.idTab4TkVar = StringVar(self.framePredictProgres)
self.idTab4Choices = [ 'Inference observations not given!' ]
self.idTab4 = ElemTwoSelect(self.framePredictProgres, "Desired id: ", self.widthLeft, self.idTab4TkVar, self.idTab4Choices, self.idTab4Choices[0], 2, 1 )
# Create a Tkinter variable for available attributes
self.attTab4TkVar = StringVar(self.framePredictProgres)
self.attTab4Choices = [ 'There is not an sdtDBN learned!' ]
self.attTab4 = ElemTwoSelect(self.framePredictProgres, "Desired attribute: ", self.widthLeft, self.attTab4TkVar, self.attTab4Choices, self.attTab4Choices[0], 3, 1 )
# Create a Tkinter variable for timesteps
self.timestepTab4 = ElemTwoInput(self.framePredictProgres, "Maximum timestep: ", self.widthLeft, self.widthInput, 4, 1, 1)
# Create a Tkinter variable for the modes
self.modeTab4TkVar = StringVar(self.framePredictProgres)
self.modeTab4Choices = [ 'Distribution', 'Most Probable', 'Random Estimation using probability distributions' ]
self.modeTab4 = ElemTwoSelect(self.framePredictProgres, "Desired estimation mode: ", self.widthLeft, self.modeTab4TkVar, self.modeTab4Choices, self.modeTab4Choices[0], 5, 1 )
self.modesDict = {
'Distribution' : 'distrib',
'Most Probable' : 'mostProb',
'Random Estimation using probability distributions' : 'distrSampl'
}
# Button to submit, making inference
self.makeInfTab4 = ttk.Button(self.framePredictProgres, text = "Make inference", command = self.onSubmit)
self.makeInfTab4.grid(row=6, column=1, columnspan=2, sticky = N+S+E+W)
def changeAttOptions(self, newOptionsList):
self.attTab4.destroy()
self.attTab4Choices = ['all'] + newOptionsList
self.attTab4 = ElemTwoSelect(self.framePredictProgres, "Desired attribute: ", self.widthLeft, self.attTab4TkVar, self.attTab4Choices, self.attTab4Choices[0], 3, 1 )
def changeIdsOptions(self, newOptionsList):
self.idTab4.destroy()
self.idTab4Choices = newOptionsList
self.idTab4 = ElemTwoSelect(self.framePredictProgres, "Desired id: ", self.widthLeft, self.idTab4TkVar, self.idTab4Choices, self.idTab4Choices[0], 2, 1 )
def getInfSpecs(self, dynObsInfFilename, staticObsInfFilename):
self.dynObsInfFilename = dynObsInfFilename
self.staticObsInfFilename = staticObsInfFilename
dynInfFile = open(self.dynObsInfFilename)
reader = csv.reader(dynInfFile, delimiter=',')
next(reader) # skip 1st line
idList = []
for row in reader:
idList.append(row[0])
dynInfFile.close()
self.changeIdsOptions(idList)
if(staticObsInfFilename == "Not yet selected!" or staticObsInfFilename == ''):
self.staticObsGiven = False
else:
self.staticObsGiven = True
return
def onSubmit(self):
if(self.checkArgs() == False):
return
desiredID = self.idTab4TkVar.get()
auxDynInfFilename = 'auxDynInf.csv'
auxInfVarFilename = 'auxInfVar.csv'
dynInfFile = open(self.dynObsInfFilename)
reader = csv.reader(dynInfFile, delimiter=',')
firstLine = next(reader)
desiredLineDyn = []
for row in reader:
if(row[0] == desiredID ):
desiredLineDyn = row
break
dynInfFile.close()
with open(auxDynInfFilename, 'w', newline='') as file:
writer = csv.writer(file)
writer.writerow(firstLine)
writer.writerow(desiredLineDyn)
if(self.staticObsGiven == True):
auxStaticInfFilename = 'auxStaticInf.csv'
staticInfFile = open(self.staticObsInfFilename)
reader = csv.reader(staticInfFile, delimiter=',')
firstLine = next(reader)
desiredLineStatic = []
for row in reader:
if(row[0] == desiredID ):
desiredLineStatic = row
break
staticInfFile.close()
with open(auxStaticInfFilename, 'w', newline='') as file:
writer = csv.writer(file)
writer.writerow(firstLine)
writer.writerow(desiredLineStatic)
if(self.modeTab4TkVar.get() == 'Distribution'):
if(self.attTab4TkVar.get() != 'all'):
desiredAtt = self.attTab4TkVar.get()
maxTimestep = int(self.timestepTab4.entry.get())
with open(auxInfVarFilename, 'w', newline='') as file:
writer = csv.writer(file)
i=0
while (i<=maxTimestep):
infAttInList = [desiredAtt, i ]
writer.writerow(infAttInList)
i+=1
else:
maxTimestep = int(self.timestepTab4.entry.get())
with open(auxInfVarFilename, 'w', newline='') as file:
writer = csv.writer(file)
for att in self.attTab4Choices:
if(att == 'all'):
continue
i=0
while (i<=maxTimestep):
infAttInList = [att, i]
writer.writerow(infAttInList)
i+=1
infCmdArgs = ['-obs', auxDynInfFilename, '-infFmt', self.modesDict.get(self.modeTab4TkVar.get())]
if(self.staticObsGiven == True):
infCmdArgs = infCmdArgs + ['-obsStatic', auxStaticInfFilename]
if(self.modeTab4TkVar.get() == 'Distribution'):
infCmdArgs = infCmdArgs + ['-inf', auxInfVarFilename]
else:
infCmdArgs = infCmdArgs + ['-t', self.timestepTab4.entry.get()]
if(self.attTab4TkVar.get() != 'all'):
infCmdArgs = infCmdArgs + ['-tf', 'auxFile.csv']
p = subprocess.run(['java', '-jar', 'sdtDBN_v0_0_1.jar', '-fromFile', self.showDBN.messageRight] + infCmdArgs , stdout=subprocess.PIPE, stderr=subprocess.PIPE, stdin=subprocess.PIPE, encoding='utf-8')
self.infResult = p.stdout
if(self.modeTab4TkVar.get() != 'Distribution' and self.attTab4TkVar.get() != 'all'):
attToKeep = self.attTab4TkVar.get()
with open('auxFile.csv', 'r', newline='') as file:
reader = csv.DictReader(file)
header = [reader.fieldnames[0]]
for elem in reader.fieldnames:
if (attToKeep == elem.split('__')[0]):
header = header + [ elem ]
string = ','.join(header)
for row in reader:
newLine = [ row[header[0]] ]
for key in row:
if (attToKeep == key.split('__')[0]):
newLine = newLine + [ row[key] ]
string = string + "\n" + (','.join(newLine))
self.infResult = self.infResult + string
os.remove('auxFile.csv')
os.remove(auxDynInfFilename)
if(self.modeTab4TkVar.get() == 'Distribution'):
os.remove(auxInfVarFilename)
if(self.staticObsGiven == True):
os.remove(auxStaticInfFilename)
for widget in self.frameInfResults.winfo_children():
widget.destroy()
textInfo = scrolledtext.ScrolledText(self.frameInfResults, height=33, width=45)
textInfo.grid(row=1, column=4, rowspan=33, padx=7)
textInfo.insert(END, self.infResult)
return
def checkArgs(self):
for widget in self.frameErrors.winfo_children():
widget.destroy()
if (self.showDBN.messageRight == "No file yet selected" ):
printInfo = ttk.Label(self.frameErrors, text="No DBN was selected!", style="notok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
return False
if(self.idTab4TkVar.get() == 'Inference observations not given!'):
printInfo = ttk.Label(self.frameErrors, text="Inference observations not given!", style="notok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
return False
if(self.attTab4TkVar.get() == 'There is not an sdtDBN learned!'):
printInfo = ttk.Label(self.frameErrors, text="No attribute was specified!", style="notok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
return False
if(self.is_integer(self.timestepTab4.entry.get()) == False):
printInfo = ttk.Label(self.frameErrors, text = "Timestep is not an integer!", style="notok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
return False
if(int(self.timestepTab4.entry.get()) < 1):
printInfo = ttk.Label(self.frameErrors, text = "Timestep must be > 0", style="notok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
return False
return True
def is_integer(self, value: str) -> bool:
try:
int(value)
return True
except ValueError:
return False
def setDBNFile(self, dbnFilename):
self.showDBN.destroy()
self.showDBN = ElemTwoPresent(self.framePredictProgres, "sdtDBN being used: ", dbnFilename, self.widthLeft, 1, 1)
return
def __init__(self, mainFrame, width):
self.framePredictMany = ttk.Frame(mainFrame, width=width)
self.framePredictMany.grid(row=1, column=1, rowspan=10)
self.frameErrors = ttk.Frame(self.framePredictMany, width=width)
self.frameErrors.grid(row=7, column=1, rowspan=3)
self.frameInfResults = ttk.Frame(self.framePredictMany, width=width)
self.frameInfResults.grid(row=1, column=4, rowspan=27)
self.dynObsInfFilename = ''
self.staticObsInfFilename = ''
self.widthLeft = 30
self.widthCenter = 15
self.widthInput = 4
self.staticObsGiven = False # By default put as not having static observations
# Present filename of DBN being used
self.showDBN = ElemTwoPresent(self.framePredictMany,
"sdtDBN being used: ",
"No file yet selected", self.widthLeft,
1, 1)
# Define desired mode
self.desiredModeTab5TkVar = StringVar(self.framePredictMany)
self.desiredModeTab5Choices = [
'Attribute inference', 'Progression until timestep'
]
self.desiredModeTab5 = ElemTwoSelect(self.framePredictMany,
"Desired mode: ", self.widthLeft,
self.desiredModeTab5TkVar,
self.desiredModeTab5Choices,
self.desiredModeTab5Choices[0], 2,
1)
self.onlyCSVfiles = [("csv files", "*.csv")]
# This is selected by default
self.timestepOrVarsToInf_Tab5 = ElemThree(
self.framePredictMany, 4, 1, "File with vars to inference: ",
"Not yet selected!", self.widthLeft, self.widthCenter,
self.onlyCSVfiles)
# When this var changes, it should be created the proper box
self.desiredModeTab5TkVar.trace("w", self.createProperBox)
# Create a Tkinter variable for the modes
self.estimModeTab5TkVar = StringVar(self.framePredictMany)
self.estimModeTab5Choices = [
'Distribution', 'Most Probable',
'Random Estimation using probability distributions'
]
# By default, Distribution is presented also because it is presented att inference as the mode
self.estimModeTab5 = ElemTwoSelect(self.framePredictMany,
"Desired estimation mode: ",
self.widthLeft,
self.estimModeTab5TkVar,
self.estimModeTab5Choices,
self.estimModeTab5Choices[0], 3, 1)
self.estimModesDict = {
'Distribution': 'distrib',
'Most Probable': 'mostProb',
'Random Estimation using probability distributions': 'distrSampl'
}
# Create a Tkinter variable for output filename
self.outputPathTab5 = ElemTwoInput(self.framePredictMany,
"Output filename: ", self.widthLeft,
25, 5, 1, 'exampleOut.csv')
# Button to submit, making inference
self.makeInfTab5 = ttk.Button(self.framePredictMany,
text="Make inference",
command=self.onSubmit)
self.makeInfTab5.grid(row=6,
column=1,
columnspan=3,
sticky=N + S + E + W)
class Tab5:
def __init__(self, mainFrame, width):
self.framePredictMany = ttk.Frame(mainFrame, width=width)
self.framePredictMany.grid(row=1, column=1, rowspan=10)
self.frameErrors = ttk.Frame(self.framePredictMany, width=width)
self.frameErrors.grid(row=7, column=1, rowspan=3)
self.frameInfResults = ttk.Frame(self.framePredictMany, width=width)
self.frameInfResults.grid(row=1, column=4, rowspan=27)
self.dynObsInfFilename = ''
self.staticObsInfFilename = ''
self.widthLeft = 30
self.widthCenter = 15
self.widthInput = 4
self.staticObsGiven = False # By default put as not having static observations
# Present filename of DBN being used
self.showDBN = ElemTwoPresent(self.framePredictMany,
"sdtDBN being used: ",
"No file yet selected", self.widthLeft,
1, 1)
# Define desired mode
self.desiredModeTab5TkVar = StringVar(self.framePredictMany)
self.desiredModeTab5Choices = [
'Attribute inference', 'Progression until timestep'
]
self.desiredModeTab5 = ElemTwoSelect(self.framePredictMany,
"Desired mode: ", self.widthLeft,
self.desiredModeTab5TkVar,
self.desiredModeTab5Choices,
self.desiredModeTab5Choices[0], 2,
1)
self.onlyCSVfiles = [("csv files", "*.csv")]
# This is selected by default
self.timestepOrVarsToInf_Tab5 = ElemThree(
self.framePredictMany, 4, 1, "File with vars to inference: ",
"Not yet selected!", self.widthLeft, self.widthCenter,
self.onlyCSVfiles)
# When this var changes, it should be created the proper box
self.desiredModeTab5TkVar.trace("w", self.createProperBox)
# Create a Tkinter variable for the modes
self.estimModeTab5TkVar = StringVar(self.framePredictMany)
self.estimModeTab5Choices = [
'Distribution', 'Most Probable',
'Random Estimation using probability distributions'
]
# By default, Distribution is presented also because it is presented att inference as the mode
self.estimModeTab5 = ElemTwoSelect(self.framePredictMany,
"Desired estimation mode: ",
self.widthLeft,
self.estimModeTab5TkVar,
self.estimModeTab5Choices,
self.estimModeTab5Choices[0], 3, 1)
self.estimModesDict = {
'Distribution': 'distrib',
'Most Probable': 'mostProb',
'Random Estimation using probability distributions': 'distrSampl'
}
# Create a Tkinter variable for output filename
self.outputPathTab5 = ElemTwoInput(self.framePredictMany,
"Output filename: ", self.widthLeft,
25, 5, 1, 'exampleOut.csv')
# Button to submit, making inference
self.makeInfTab5 = ttk.Button(self.framePredictMany,
text="Make inference",
command=self.onSubmit)
self.makeInfTab5.grid(row=6,
column=1,
columnspan=3,
sticky=N + S + E + W)
def createProperBox(self, *args):
self.timestepOrVarsToInf_Tab5.destroy()
self.estimModeTab5.destroy()
if (self.desiredModeTab5TkVar.get() == 'Attribute inference'):
# Create variable to insert file with vars to inference
self.timestepOrVarsToInf_Tab5 = ElemThree(
self.framePredictMany, 4, 1, "File with vars to inference: ",
"Not yet selected!", self.widthLeft, self.widthCenter,
self.onlyCSVfiles)
self.estimModeTab5Choices = [
'Distribution', 'Most Probable',
'Random Estimation using probability distributions'
]
else:
# Create a Tkinter variable for timesteps
self.timestepOrVarsToInf_Tab5 = ElemTwoInput(
self.framePredictMany, "Maximum timestep: ", self.widthLeft,
self.widthInput, 4, 1, 1)
self.estimModeTab5Choices = [
'Most Probable',
'Random Estimation using probability distributions'
]
# Create estimModeTab5 with proper Choices
self.estimModeTab5 = ElemTwoSelect(self.framePredictMany,
"Desired estimation mode: ",
self.widthLeft,
self.estimModeTab5TkVar,
self.estimModeTab5Choices,
self.estimModeTab5Choices[0], 3, 1)
return
def getInfSpecs(self, dynObsInfFilename, staticObsInfFilename):
self.dynObsInfFilename = dynObsInfFilename
self.staticObsInfFilename = staticObsInfFilename
if (staticObsInfFilename == "Not yet selected!"
or staticObsInfFilename == ''):
self.staticObsGiven = False
else:
self.staticObsGiven = True
return
def onSubmit(self):
if (self.checkArgs() == False):
return
infCmdArgs = [
'-obs', self.dynObsInfFilename, '-infFmt',
self.estimModesDict.get(self.estimModeTab5TkVar.get())
]
if (self.staticObsGiven == True):
infCmdArgs = infCmdArgs + ['-obsStatic', self.staticObsInfFilename]
if (self.desiredModeTab5TkVar.get() == 'Attribute inference'):
infCmdArgs = infCmdArgs + [
'-inf', self.timestepOrVarsToInf_Tab5.FileName, '-outInf',
self.outputPathTab5.entry.get()
]
else:
infCmdArgs = infCmdArgs + [
'-t',
self.timestepOrVarsToInf_Tab5.entry.get(), '-tf',
self.outputPathTab5.entry.get()
]
p = subprocess.run([
'java', '-jar', 'sdtDBN_v0_0_1.jar', '-fromFile',
self.showDBN.messageRight
] + infCmdArgs,
stdout=subprocess.PIPE,
stderr=subprocess.PIPE,
stdin=subprocess.PIPE,
encoding='utf-8')
p.stdout
printInfo = ttk.Label(
self.frameErrors,
text="Desired prediction is also in the defined output file!",
style="ok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
with open(self.outputPathTab5.entry.get(), 'r') as file:
outputFileData = file.read()
textInfo = scrolledtext.ScrolledText(self.frameInfResults,
height=33,
width=45)
textInfo.grid(row=1, column=1, rowspan=33, padx=7)
textInfo.insert(END, outputFileData)
return
def checkArgs(self):
for widget in self.frameErrors.winfo_children():
widget.destroy()
for widget in self.frameInfResults.winfo_children():
widget.destroy()
if (self.showDBN.messageRight == "No file yet selected"):
printInfo = ttk.Label(self.frameErrors,
text="No DBN was selected!",
style="notok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
return False
if (self.dynObsInfFilename == ''):
printInfo = ttk.Label(
self.frameErrors,
text="No file with dynamic observations was given!",
style="notok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
return False
if (self.desiredModeTab5TkVar.get() == 'Attribute inference'):
if (self.timestepOrVarsToInf_Tab5.FileName == "Not yet selected!"
or self.timestepOrVarsToInf_Tab5.FileName == ''):
printInfo = ttk.Label(
self.frameErrors,
text="No file with variables to inference was given",
style="notok.TLabel")
printInfo.grid(row=1, column=1, columnspan=3)
return False
else:
if (self.is_integer(
self.timestepOrVarsToInf_Tab5.entry.get()) == False):
printInfo = ttk.Label(
self.frameErrors,
text="Maximum timestep is not an integer!",
style="notok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
return False
if (int(self.timestepOrVarsToInf_Tab5.entry.get()) < 1):
printInfo = ttk.Label(self.frameErrors,
text="Maximum timestep must be > 0",
style="notok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
return False
if (self.outputPathTab5.entry.get() == ''):
printInfo = ttk.Label(self.frameErrors,
text="Output filename not given!",
style="notok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
return False
return True
def is_integer(self, value: str) -> bool:
try:
int(value)
return True
except ValueError:
return False
def setDBNFile(self, dbnFilename):
self.showDBN.destroy()
self.showDBN = ElemTwoPresent(self.framePredictMany,
"sdtDBN being used: ", dbnFilename,
self.widthLeft, 1, 1)
return
class Tab3:
def __init__(self, mainFrame, width):
self.framePredictSpecific = ttk.Frame(mainFrame, width=width)
self.framePredictSpecific.grid(row=1, column=1, rowspan=5)
self.frameInfResults = ttk.Frame(self.framePredictSpecific,
width=width)
self.frameInfResults.grid(row=1, column=3, rowspan=27)
self.frameErrors = ttk.Frame(self.framePredictSpecific, width=width)
self.frameErrors.grid(row=6, column=1, rowspan=3)
self.widthLeft = 30
self.widthCenter = 15
self.widthInput = 4
self.staticObsGiven = False # By default put as not having static observations
# Present filename of DBN being used
self.showDBN = ElemTwoPresent(self.framePredictSpecific,
"sdtDBN being used: ",
"No file yet selected", self.widthLeft,
1, 1)
# Create a Tkinter variable for available ids
self.idTab3TkVar = StringVar(self.framePredictSpecific)
self.idTab3Choices = ['Inference observations not given!']
self.idTab3 = ElemTwoSelect(self.framePredictSpecific, "Desired id: ",
self.widthLeft, self.idTab3TkVar,
self.idTab3Choices, self.idTab3Choices[0],
2, 1)
# Create a Tkinter variable for available attributes
self.attTab3TkVar = StringVar(self.framePredictSpecific)
self.attTab3Choices = ['There is not an sdtDBN learned!']
self.attTab3 = ElemTwoSelect(self.framePredictSpecific,
"Desired attribute: ", self.widthLeft,
self.attTab3TkVar, self.attTab3Choices,
self.attTab3Choices[0], 3, 1)
# Create a Tkinter variable for timesteps
self.timestepTab3 = ElemTwoInput(self.framePredictSpecific,
"Desired timestep: ", self.widthLeft,
self.widthInput, 4, 1, 1)
self.makeInfTab3 = ttk.Button(self.framePredictSpecific,
text="Make inference",
command=self.onSubmit)
self.makeInfTab3.grid(row=5,
column=1,
columnspan=2,
sticky=N + S + E + W)
def onSubmit(self):
if (self.checkArgs() == False):
return
desiredID = self.idTab3TkVar.get()
auxDynInfFilename = 'auxDynInf.csv'
auxInfVarFilename = 'auxInfVar.csv'
dynInfFile = open(self.dynObsInfFilename)
reader = csv.reader(dynInfFile, delimiter=',')
firstLine = next(reader)
desiredLineDyn = []
for row in reader:
if (row[0] == desiredID):
desiredLineDyn = row
break
dynInfFile.close()
with open(auxDynInfFilename, 'w', newline='') as file:
writer = csv.writer(file)
writer.writerow(firstLine)
writer.writerow(desiredLineDyn)
if (self.staticObsGiven == True):
auxStaticInfFilename = 'auxStaticInf.csv'
staticInfFile = open(self.staticObsInfFilename)
reader = csv.reader(staticInfFile, delimiter=',')
firstLine = next(reader)
desiredLineStatic = []
for row in reader:
if (row[0] == desiredID):
desiredLineStatic = row
break
staticInfFile.close()
with open(auxStaticInfFilename, 'w', newline='') as file:
writer = csv.writer(file)
writer.writerow(firstLine)
writer.writerow(desiredLineStatic)
infAttInList = [self.attTab3TkVar.get(), self.timestepTab3.entry.get()]
with open(auxInfVarFilename, 'w', newline='') as file:
writer = csv.writer(file)
writer.writerow(infAttInList)
if (self.staticObsGiven == True):
infCmdArgs = [
'-obs', auxDynInfFilename, '-obsStatic', auxStaticInfFilename,
'-inf', auxInfVarFilename, '-infFmt', 'distrib'
]
else:
infCmdArgs = [
'-obs', auxDynInfFilename, '-inf', auxInfVarFilename,
'-infFmt', 'distrib'
]
p = subprocess.run([
'java', '-jar', 'sdtDBN_v0_0_1.jar', '-fromFile',
self.showDBN.messageRight
] + infCmdArgs,
stdout=subprocess.PIPE,
stderr=subprocess.PIPE,
stdin=subprocess.PIPE,
encoding='utf-8')
self.infResult = p.stdout
os.remove(auxDynInfFilename)
os.remove(auxInfVarFilename)
if (self.staticObsGiven == True):
os.remove(auxStaticInfFilename)
for widget in self.frameInfResults.winfo_children():
widget.destroy()
textInfo = scrolledtext.ScrolledText(self.frameInfResults,
height=33,
width=45)
textInfo.grid(row=1, column=4, rowspan=33, padx=7)
textInfo.insert(END, self.infResult)
return
def changeAttOptions(self, newOptionsList):
self.attTab3.destroy()
self.attTab3Choices = newOptionsList
self.attTab3 = ElemTwoSelect(self.framePredictSpecific,
"Desired attribute: ", self.widthLeft,
self.attTab3TkVar, self.attTab3Choices,
self.attTab3Choices[0], 3, 1)
def changeIdsOptions(self, newOptionsList):
self.idTab3.destroy()
self.idTab3Choices = newOptionsList
self.idTab3 = ElemTwoSelect(self.framePredictSpecific, "Desired id: ",
self.widthLeft, self.idTab3TkVar,
self.idTab3Choices, self.idTab3Choices[0],
2, 1)
def getInfSpecs(self, dynObsInfFilename, staticObsInfFilename):
self.dynObsInfFilename = dynObsInfFilename
self.staticObsInfFilename = staticObsInfFilename
dynInfFile = open(self.dynObsInfFilename)
reader = csv.reader(dynInfFile, delimiter=',')
next(reader) # skip 1st line
idList = []
for row in reader:
idList.append(row[0])
dynInfFile.close()
self.changeIdsOptions(idList)
if (staticObsInfFilename == "Not yet selected!"
or staticObsInfFilename == ''):
self.staticObsGiven = False
else:
self.staticObsGiven = True
return
def setDBNFile(self, dbnFilename):
self.showDBN.destroy()
self.showDBN = ElemTwoPresent(self.framePredictSpecific,
"sdtDBN being used: ", dbnFilename,
self.widthLeft, 1, 1)
return
def checkArgs(self):
for widget in self.frameErrors.winfo_children():
widget.destroy()
if (self.showDBN.messageRight == "No file yet selected"):
printInfo = ttk.Label(self.frameErrors,
text="No DBN was selected!",
style="notok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
return False
if (self.idTab3TkVar.get() == 'Inference observations not given!'):
printInfo = ttk.Label(self.frameErrors,
text="Inference observations not given!",
style="notok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
return False
if (self.attTab3TkVar.get() == 'There is not an sdtDBN learned!'):
printInfo = ttk.Label(self.frameErrors,
text="No attribute was specified!",
style="notok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
return False
if (self.is_integer(self.timestepTab3.entry.get()) == False):
printInfo = ttk.Label(self.frameErrors,
text="Timestep is not an integer!",
style="notok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
return False
if (int(self.timestepTab3.entry.get()) < 1):
printInfo = ttk.Label(self.frameErrors,
text="Timestep must be > 0",
style="notok.TLabel")
printInfo.grid(row=1, column=1, columnspan=2)
return False
return True
def is_integer(self, value: str) -> bool:
try:
int(value)
return True
except ValueError:
return False