def __init__(self):
self.buildUI()
self.window.clearCanvas()
self.sample = TwoDimensionalSample()
self.sample.reportFunction = self.updateProgress
self.genRandom2d(100)
def __init__(self):
self.sample = TwoDimensionalSample()
self.sample.reportFunction = self.updateProgress
self.buildUI(self.sample)
self.window.clearCanvas()
self.genRandom(100)
self.window.master.mainloop()
class Application(object):
def __init__(self):
self.sample = TwoDimensionalSample()
self.sample.reportFunction = self.updateProgress
self.buildUI(self.sample)
self.window.clearCanvas()
self.genRandom(100)
self.window.master.mainloop()
def buildUI(self, sample):
self.window = GUI()
self.window.addSetting("xMargin","10")
self.window.addSetting("yMargin","10")
self.window.addSetting("width","200")
self.window.addSetting("height","200")
self.window.addSetting("scale","1")
self.window.addSetting("maxCount","1000000")
self.window.addSetting("minEnergy","850")
self.window.addSetting("reportPeriod","1000")
self.window.addSetting("alpha","1")
f0 = self.window.addFrame("data_import_export", Frame(self.window.master))
self.window.addButton("import", Button(f0, text="Import Data", command=lambda : self.window.run_threaded(self.import_data)))
self.window.addButton("export", Button(f0, text="Export Data", command=lambda : self.window.run_threaded(self.export_data)))
f1 = self.window.addFrame("json_import_export", Frame(self.window.master))
self.window.addButton("import_json", Button(f1, text="Import JSON", command=lambda : self.window.run_threaded(self.import_json)))
self.window.addButton("export_json", Button(f1, text="Export JSON", command=lambda : self.window.run_threaded(self.export_json)))
f2 = self.window.addFrame("generators", Frame(self.window.master))
self.window.addButton("parabolic", Button(f2, text="Parabolic", command=lambda : self.window.run_threaded(self.parabolic)))
self.window.addButton("cubic", Button(f2, text="Cubic", command=lambda : self.window.run_threaded(self.cubic)))
self.window.addButton("random", Button(f2, text="Random", command=lambda : self.window.run_threaded(self.randomize)))
f3 = self.window.addFrame("actions", Frame(self.window.master))
self.window.addButton("anneal", Button(f3, text="Anneal", command=lambda : self.window.run_threaded(self.anneal)))
self.window.addButton("improve", Button(f3, text="Improve", command=lambda : self.window.run_threaded(self.improve)))
stopButton = Button(f3, text="Stop", command=self.stop, state=DISABLED)
self.window.addButton("stop", stopButton)
self.window.invertedAvailabilityButtons.append(stopButton)
self.window.build()
def updateUIFromSample(self):
self.window.update(self.sample.state, self.sample.E(self.sample.state))
def stop(self):
# This sometimes crashes the python runtime... needs to be fixed
self.sample.stop()
self.updateUIFromSample()
def anneal(self):
print("anneal")
self.window.statusText.set("Annealing...")
self.sample.maxCount = self.window.getInt("maxCount")
self.sample.minEnergy = self.window.getInt("minEnergy")
self.sample.reportPeriod = self.window.getInt("reportPeriod")
self.sample.alpha = self.window.getFloat("alpha")
optimized = self.sample.run()
self.sample.state = optimized["bestState"] # Prime annealer for reuse
self.window.update(optimized["bestState"], optimized["bestEnergy"])
def updateProgress(self, status):
elapsed = time.clock()
self.window.statusText.set("Elapsed: {0:.2f}".format(elapsed-self.window.timer.lastStart) + "(" + "{0:.2f}".format(status["bestEnergy"]) + ")")
if self.sample.state != status["bestState"] and type(status["bestState"]) is list:
self.sample.state = status["bestState"]
self.window.clearCanvas()
self.window.drawCoords(status["bestState"])
def improve(self):
"Update initialState with candidates until energy improves once"
print("improve")
self.window.statusText.set("Improving...")
startState = self.sample.state
startEnergy = self.sample.E(startState)
energy = startEnergy
while energy >= startEnergy:
self.sample.state = self.sample.neighbor(self.sample.state)
energy = self.sample.E(self.sample.state)
if self.sample.annealer.stop is True:
self.sample.annealer.stop = None
break;
if energy > startEnergy:
self.sample.state = startState
self.sample.energy = startEnergy
self.updateUIFromSample()
def parabolic(self):
coords = []
for i in range(-20,20):
coords.append( (i+100, ((i)*(i))/10+100) )
self.sample.state = coords
self.updateUIFromSample()
def cubic(self):
coords = []
for i in range(-20,20):
coords.append( (i+100, ((i)*(i)*(i))/100+100) )
self.sample.state = coords
self.updateUIFromSample()
def randomize(self):
"Update State to a random order"
print("randomize")
for n in self.sample.state:
self.sample.state = self.sample.neighbor(self.sample.state)
self.updateUIFromSample()
def import_data(self):
print("import")
with open('data.dat', mode='rb') as file:
self.sample.state = pickle.load(file)
self.updateUIFromSample()
def export_data(self):
print("export")
with open('data.dat', mode='wb') as file:
pickle.dump(self.sample.state, file)
self.updateUIFromSample()
def export_json(self):
print("export_json")
with open('data.json', mode='w') as file:
json.dump(self.sample.state, file)
self.updateUIFromSample()
def import_json(self):
with open('data.json', mode='r') as file:
self.sample.state = json.load(file)
self.updateUIFromSample()
def export_bitmap(self):
print("export_bitmap - not implemented")
def import_bitmap(self):
print("import_bitmap - not implemented")
def genRandom(self, count):
initialState = []
for i in range(0,100):
x, y = random.randint(0,180), random.randint(0,180)
initialState.append( (x,y) )
self.sample.state = initialState
self.updateUIFromSample()
class Application(object):
def __init__(self):
self.buildUI()
self.window.clearCanvas()
self.sample = TwoDimensionalSample()
self.sample.reportFunction = self.updateProgress
self.genRandom2d(100)
def mainloop(self):
self.window.master.mainloop()
def buildUI(self):
self.window = GUI()
self.window.addSetting("xMargin","10")
self.window.addSetting("yMargin","10")
self.window.addSetting("width","200")
self.window.addSetting("height","200")
self.window.addSetting("scale","1")
self.window.addSetting("maxCount","1000000")
self.window.addSetting("minEnergy","850")
self.window.addSetting("reportPeriod","1000")
self.window.addSetting("alpha","1")
f0 = self.window.addFrame("data_import_export", Frame(self.window.master))
self.window.addButton("import", Button(f0, text="Import Data", command=lambda : self.window.run_threaded(self.import_data)))
self.window.addButton("export", Button(f0, text="Export Data", command=lambda : self.window.run_threaded(self.export_data)))
f1 = self.window.addFrame("json_import_export", Frame(self.window.master))
self.window.addButton("import_json", Button(f1, text="Import JSON", command=lambda : self.window.run_threaded(self.import_json)))
self.window.addButton("export_json", Button(f1, text="Export JSON", command=lambda : self.window.run_threaded(self.export_json)))
f2 = self.window.addFrame("generators", Frame(self.window.master))
self.window.addButton("parabolic", Button(f2, text="Parabolic", command=lambda : self.window.run_threaded(self.parabolic)))
self.window.addButton("cubic", Button(f2, text="Cubic", command=lambda : self.window.run_threaded(self.cubic)))
self.window.addButton("random", Button(f2, text="Random", command=lambda : self.window.run_threaded(self.randomize)))
f3 = self.window.addFrame("actions", Frame(self.window.master))
self.window.addButton("anneal", Button(f3, text="Anneal", command=lambda : self.window.run_threaded(self.anneal)))
self.window.addButton("improve", Button(f3, text="Improve", command=lambda : self.window.run_threaded(self.improve)))
stopButton = Button(f3, text="Stop", command=self.stop, state=DISABLED)
self.window.addButton("stop", stopButton)
self.window.invertedAvailabilityButtons.append(stopButton)
f4 = self.window.addFrame("ui_controls", Frame(self.window.master))
exitButton = Button(f4, text="Exit", command=self.exit)
self.window.addButton("exit", exitButton)
self.window.build()
def updateUIFromSample(self):
self.window.update(self.sample.state, self.sample.E(self.sample.state))
def stop(self):
# This sometimes crashes the python runtime... needs to be fixed
self.sample.stop()
self.updateUIFromSample()
def exit(self):
self.window.master.quit()
def anneal(self):
print("anneal")
self.window.statusText.set("Annealing...")
self.sample.maxCount = self.window.getInt("maxCount")
self.sample.minEnergy = self.window.getInt("minEnergy")
self.sample.reportPeriod = self.window.getInt("reportPeriod")
self.sample.alpha = self.window.getFloat("alpha")
optimized = self.sample.run()
self.sample.state = optimized["bestState"] # Prime annealer for reuse
self.window.update(optimized["bestState"], optimized["bestEnergy"])
def updateProgress(self, status):
elapsed = time.clock()
self.window.statusText.set("Elapsed: {0:.2f}".format(elapsed-self.window.timer.lastStart) + "(" + "{0:.2f}".format(status["bestEnergy"]) + ")")
if self.sample.state != status["bestState"] and type(status["bestState"]) is list:
self.sample.state = status["bestState"]
self.window.clearCanvas()
self.window.drawCoords(status["bestState"])
def improve(self):
"Update initialState with candidates until energy improves once"
print("improve")
self.window.statusText.set("Improving...")
startState = self.sample.state
startEnergy = self.sample.E(startState)
energy = startEnergy
while energy >= startEnergy:
self.sample.state = self.sample.neighbor(self.sample.state)
energy = self.sample.E(self.sample.state)
if hasattr(self.sample.annealer, 'stop') and self.sample.annealer.stop is True:
self.sample.annealer.stop = None
break;
if energy > startEnergy:
self.sample.state = startState
self.sample.energy = startEnergy
self.updateUIFromSample()
def parabolic(self):
coords = []
for i in range(-20,20):
coords.append( (i+100, ((i)*(i))/10+100) )
self.sample.state = coords
self.updateUIFromSample()
def cubic(self):
coords = []
for i in range(-20,20):
coords.append( (i+100, ((i)*(i)*(i))/100+100) )
self.sample.state = coords
self.updateUIFromSample()
def randomize(self):
"Update State to a random order"
print("randomize")
for n in self.sample.state:
self.sample.state = self.sample.neighbor(self.sample.state)
self.updateUIFromSample()
def import_data(self):
print("import")
with open('data.dat', mode='rb') as file:
self.sample.state = pickle.load(file)
self.updateUIFromSample()
def export_data(self):
print("export")
with open('data.dat', mode='wb') as file:
pickle.dump(self.sample.state, file)
self.updateUIFromSample()
def export_json(self):
print("export_json")
with open('data.json', mode='w') as file:
json.dump(self.sample.state, file)
self.updateUIFromSample()
def import_json(self):
with open('data.json', mode='r') as file:
self.sample.state = json.load(file)
self.updateUIFromSample()
def export_bitmap(self):
print("export_bitmap - not implemented")
def import_bitmap(self):
print("import_bitmap - not implemented")
def genRandom2d(self, count):
initialState = []
for i in range(0, count):
x, y = random.randint(0,180), random.randint(0,180)
initialState.append( (x,y) )
self.sample.state = initialState
self.updateUIFromSample()
def genRandom3d(self, count):
initialState = []
for i in range(0, count):
x, y, z = random.randint(0,180), random.randint(0,180), random.randint(0,180)
initialState.append( (x,y,z) )
self.sample.state = initialState
self.updateUIFromSample()
