def compute_gmm(finestra, root, status, percorsoD, percorsoS, percorsoG,
percorsoDN, clusters, iniz, cov):
status.configure(text="Processing")
status.update()
if clusters == "":
messagebox.showwarning("WARNING", "Specify number of clusters")
status.configure(text="Ready")
return
if iniz == "":
messagebox.showwarning("WARNING",
"Specify number of re-initialization")
status.configure(text="Ready")
return
if cov == "":
messagebox.showwarning("WARNING", "Select a type of variance")
status.configure(text="Ready")
return
if cov == "D":
cov = 'diag'
if cov == "F":
cov = 'full'
if cov == "T":
cov = 'tied'
if cov == "S":
cov = 'spherical'
gm.gmm(clusters, cov, iniz, percorsoD, percorsoS, percorsoG, percorsoDN)
status.configure(text="Ready")
messagebox.showinfo("Finish", "The GMM process has ended successfully")
root.destroy()
XM.build_up()
def mode(self, mode):
if mode == "normal":
statusWindow().maximize()
self.info.hide()
self.chat.hide()
self.map.hide()
setTriggerState("^TP", 0)
#setTimerState("^TPA", 0)
connection().send("set columns %d\n" % statusWindow().getColumns())
elif mode == "all":
statusWindow().resizeChars(83, 10)
self.map.resizeChars(7, 15)
self.chat.resize(statusWindow().getSizeX()
-self.map.getSizeX(), self.map.getSizeY())
statusWindow().resize(statusWindow().getSizeX(),
XM.mdiHeight()-self.chat.getSizeY())
statusWindow().move(0, 0)
self.map.move(0, statusWindow().getSizeY())
self.chat.move(self.map.getSizeX(), statusWindow().getSizeY())
self.info.move(statusWindow().getSizeX(), 0)
self.info.resize(XM.mdiWidth()-statusWindow().getSizeX(),
XM.mdiHeight())
self.chat.show()
self.map.show()
self.info.show()
setTriggerState("^TPA", 1)
#setTimerState("^TPA", 1)
connection().send("set columns 9999")
connection().send("le2\n")
def compute_tsne(finestra, root, status, percorsoD, percorsoS, samples):
status.configure(text="Processing")
status.update()
if samples == "":
messagebox.showwarning("WARNING", "Specify number of samples")
status.configure(text="Ready")
return
sc.tsne(percorsoD, percorsoS, samples)
status.configure(text="Ready")
messagebox.showinfo("Finish", "The t-SNE process has ended successfully")
root.destroy()
XM.build_up()
def compute_kmeans(finestra, root, status, percorsoD, percorsoS, percorsoG,
percorsoDN, clusters):
status.configure(text="Processing")
status.update()
if clusters == "":
messagebox.showwarning("WARNING", "Specify number of clusters")
status.configure(text="Ready")
return
km.kmeans(clusters, percorsoD, percorsoS, percorsoG, percorsoDN)
status.configure(text="Ready")
messagebox.showinfo("Finish", "The KMEANS process has ended successfully")
root.destroy()
XM.build_up()
def compute_ticc(finestra, root, status, percorsoD, percorsoS, percorsoG,
percorsoDN, clusters, window, p_lambda, beta):
status.configure(text="Processing")
status.update()
if clusters == "":
messagebox.showwarning("WARNING", "Specify number of clusters")
status.configure(text="Ready")
return
ticc.genera_cluster(clusters, window, p_lambda, beta, percorsoD, percorsoS,
percorsoG, percorsoDN)
status.configure(text="Ready")
messagebox.showinfo("Finish", "The TICC process has ended successfully")
root.destroy()
XM.build_up()
def comp_Default(finestra, root, status, entry, percorsoD, percorsoS,
percorsoG, percorsoDN):
status.configure(text="Processing")
status.update()
print(percorsoS)
if entry == "":
messagebox.showwarning("WARNING", "Specify number of clusters")
status.configure(text="Ready")
return
sc.genera_cluster(entry, 0, 0, 0, percorsoD, percorsoS, percorsoG,
percorsoDN)
status.configure(text="Ready")
messagebox.showinfo("Finish",
"The clustering process has ended successfully")
root.destroy()
XM.build_up()
def strip(self, line, space=1):
text = XM.ansiToRaw(line)
#statusWindow().write("Type: \"" + str(type(text)) + "\"\n")
#statusWindow().write("str(text): \"" + str(text) + "\"\n")
#statusWindow().write("text: \"" + text + "\"\n")
stripped = line
prompt = 0
if re.match(ur'^>', text) != None:
prompt = 1
stripped = re.sub(ur'[^>]*> ', '', stripped)
def comp_Custom(finestra, root, status, entry1, entry2, entry3, percorsoD,
percorsoS, percorsoG, percorsoDN):
status.configure(text="Processing")
status.update()
if entry1 == "":
messagebox.showwarning("WARNING", "Specify SDMax")
status.configure(text="Ready")
return
if entry2 == "":
messagebox.showwarning("WARNING", "Specify N")
status.configure(text="Ready")
return
if entry3 == "":
messagebox.showwarning("WARNING", "Specify NbIter")
status.configure(text="Ready")
return
sc.genera_cluster("-", entry1, entry2, entry3, percorsoD, percorsoS,
percorsoG, percorsoDN)
status.configure(text="Ready")
messagebox.showinfo("Finish",
"The clustering process has ended successfully")
root.destroy()
XM.build_up()
