-
Notifications
You must be signed in to change notification settings - Fork 0
/
RFGraph_Controller.py
408 lines (345 loc) · 17.1 KB
/
RFGraph_Controller.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
#-*- coding: utf-8
from Help import Help
from PyQt4.QtCore import QCoreApplication
from OptimisationCanvas import OptimisationCanvas
from ErrorConstraint import ErrorConstraint
from Network import Network
import numpy as np
from OptimModGlobal import OptimModGlobal
import threading
import re
from itertools import compress
import random
from OnOffCheckBox import *
class RFGraph_Controller:
def __init__(self,modApp,vwApp):
self.modApp=modApp
self.vwApp=vwApp
self.onMoveMutex = threading.Lock()
def clickHelp(self):
self.modApp.help_params = Help.get_params()
# TODO
def clickFitness(self):
print("clic fitness")
self.modApp.ColorMode='Fit'
self.modApp.computeNxGraph()
self.vwApp.networkGUI.network.drawEdges()
#self.vwApp.buttonCompromis.setStyleSheet("background-color: None")
#self.vwApp.buttonFitness.setStyleSheet("background-color: grey")
#self.vwApp.buttonComplexite.setStyleSheet("background-color: None")
self.vwApp.networkGUI.fig.canvas.draw()
QCoreApplication.processEvents()
# TODO
def clickCompromis(self):
print("clic Compr")
self.modApp.ColorMode='Compr'
self.modApp.computeNxGraph()
self.vwApp.networkGUI.network.updateView()
#self.vwApp.buttonCompromis.setStyleSheet("background-color: grey")
#self.vwApp.buttonFitness.setStyleSheet("background-color: None")
#self.vwApp.buttonComplexite.setStyleSheet("background-color: None")
self.vwApp.networkGUI.fig.canvas.draw()
QCoreApplication.processEvents()
# TODO
def clickCmplx(self):
print("clic Complx")
self.modApp.ColorMode='Cmplx'
self.modApp.computeNxGraph()
self.vwApp.networkGUI.network.updateView()
#self.vwApp.buttonCompromis.setStyleSheet("background-color: None")
#self.vwApp.buttonFitness.setStyleSheet("background-color: None")
#self.vwApp.buttonComplexite.setStyleSheet("background-color: grey")
self.vwApp.networkGUI.fig.canvas.draw()
QCoreApplication.processEvents()
# TODO
def clickOptmuGP(self):
#self.modApp.opt_params = OptimisationCanvas.get_params()
optModGlob = OptimModGlobal(self.modApp)
self.modApp.best_indv=optModGlob.startOptim()
self.modApp.globalModelView=True
self.modApp.bestindvToSelectedEq()
self.modApp.computeGlobalView()
self.vwApp.incMatGUI.highlight(-1)
self.vwApp.incMatGUI.mutipleHighlight(-1)
self.vwApp.updateView()
self.vwApp.showAction.setChecked(True)
# TODO
def clickHideModGlobal(self):
self.modApp.showGlobalModel = False
self.vwApp.cmAction.setEnabled(True)
self.modApp.computeNxGraph()
self.vwApp.networkGUI.network.updateView()
self.clickFitness()
# TODO Affiche le modèle d'équation global
def clickShowModGlobal(self):
self.modApp.globalModelView = True
self.vwApp.cmAction.setDisabled(True)
self.modApp.computeGlobalView()
self.vwApp.networkGUI.network.updateView()
# TODO Enlève le lien entre les noeuds choisis
def clickRemoveLink(self, event):
self.modApp.mode_cntrt = True
self.vwApp.selectContrTxtLab.setText("Select the starting node")
def clickChangeEq(self):
print("clickChangeEq")
self.modApp.mode_changeEq=True
def onPick(self,event):
pass
def onHover(self,event):
(x, y) = (event.xdata, event.ydata)
if not x or not y :
if(self.modApp.lastHover != ''):
self.vwApp.networkGUI.network.updateView()
self.modApp.lastHover=''
return
dst = [(pow(x - self.modApp.pos[node][0], 2) + pow(y - self.modApp.pos[node][1], 2), node) for node in
self.modApp.pos]
dst=list(filter(lambda x: x[0] < self.modApp.radius, dst))
if(len(dst)==0):
if (self.modApp.lastHover != ''):
self.vwApp.networkGUI.network.updateView()
self.modApp.lastHover = ''
return
dstMin = min(dst, key=(lambda x: x[0]))
self.vwApp.networkGUI.network.updateView(dstMin[1])
self.modApp.lastHover=dstMin[1]
#print('hover: '+dstMin[1])
def onMove(self,event):
# print(event)
#if (event.button == None):
# return
if(event.button==1 and self.modApp.lastNodeClicked != None):
if (self.onMoveMutex.locked() or event.inaxes == None):
#print('return')
return
self.onMoveMutex.acquire()
old_pos = self.modApp.pos[self.modApp.lastNodeClicked]
self.modApp.pos[self.modApp.lastNodeClicked] = (event.xdata, event.ydata)
self.modApp.lpos[self.modApp.lastNodeClicked] = (
self.modApp.lpos[self.modApp.lastNodeClicked][0] - old_pos[0] + event.xdata,
self.modApp.lpos[self.modApp.lastNodeClicked][1] - old_pos[1] + event.ydata)
#print("old_pos:"+str(old_pos))
self.modApp.fpos[self.modApp.lastNodeClicked] = (
self.modApp.fpos[self.modApp.lastNodeClicked][0] - old_pos[0] + event.xdata,
self.modApp.fpos[self.modApp.lastNodeClicked][1] - old_pos[1] + event.ydata)
# if (self.modApp.globalModelView):
# #self.vwApp.updateView()
# self.vwApp.networkGUI.network.updateView()
# else:
# self.vwApp.networkGUI.network.axes.clear()
# self.vwApp.networkGUI.network.updateNodes()
# self.vwApp.networkGUI.network.updateLabels()
# self.vwApp.networkGUI.network.drawEdges()
# self.vwApp.networkGUI.fig.canvas.draw()
self.onHover(event)
#print('process' + str(random.random()))
QCoreApplication.processEvents()
self.onMoveMutex.release()
else:
self.onHover(event)
#print('process'+str(random.random()))
QCoreApplication.processEvents()
def p(self,s):
if s==None:
return ""
else:
return s
def onClick(self, event):
# TODO affichage du nom du noeud selectionné + changer couleur
#print("clicked")
(x, y) = (event.xdata, event.ydata)
if x == None or y == None :
return
dst = [(pow(x - self.modApp.pos[node][0], 2) + pow(y - self.modApp.pos[node][1], 2), node) for node in #compute the distance to each node
self.modApp.pos]
if len(list(filter(lambda x: x[0] < self.modApp.radius, dst))) == 0: #If no node is close enougth, select no node update view and exit
self.higlight(None, self.p(self.modApp.lastNodeClicked))
self.modApp.lastNodeClicked=None
self.modApp.computeEdgeBold()
self.modApp.data=[]
self.modApp.clicked_line = -1
self.vwApp.eqTableGUI.updateView() #Clean the equation table
self.vwApp.fitGUI.updateView() # and the measured/predicted plot
self.vwApp.clickedNodeLab.setText('Selected node: ' + self.p(self.modApp.lastNodeClicked))
else:
nodeclicked = min(dst, key=(lambda x: x[0]))[1] #Closest node
self.vwApp.incMatGUI.mutipleHighlight(nodeclicked)
self.vwApp.incMatGUI.highlight(-1)
self.higlight(nodeclicked, self.p(self.modApp.lastNodeClicked))
self.modApp.lastNodeClicked = nodeclicked
if (self.modApp.mode_cntrt == True): #Click action when we are deleting a link
self.deleteLink(nodeclicked)
if (not self.modApp.mode_cntrt): #Update the Equation table
#print('action:', nodeclicked)
data_tmp = self.modApp.equacolO[np.ix_(self.modApp.equacolO[:, 2] == [nodeclicked], [0, 1, 3, 4])]
self.modApp.curr_tabl = self.modApp.equacolO[
np.ix_(self.modApp.equacolO[:, 2] == [nodeclicked], [0, 1, 3, 4])]
data = []
for i in range(len(data_tmp)):
data.append(data_tmp[i])
self.modApp.data = data
self.vwApp.eqTableGUI.updateView()
if (self.modApp.globalModelView): #Simulate a click on the equation selected for a node when viewing a global model
class MyWidgetItem:
self.row2=-1
def __init__(self,row2):
self.row2=row2
def row(self):
return self.row2
eqCellToClick=self.modApp.selectedEq[self.modApp.lastNodeClicked]
eqCellToClickWid=MyWidgetItem(eqCellToClick)
#print("clickedEq:"+str(eqCellToClick))
self.eqTableClicked(eqCellToClickWid)
else:
self.modApp.clicked_line = -1
self.vwApp.fitGUI.updateView()
self.vwApp.clickedNodeLab.setText('Selected node: ' + self.p(self.modApp.lastNodeClicked))
self.modApp.clicked_line = -1
if (not self.modApp.globalModelView):
self.modApp.computeEdgeBold()
self.modApp.computeNxGraph()
self.onHover(event)
#self.vwApp.networkGUI.network.updateView()
self.vwApp.networkGUI.fig.canvas.draw()
QCoreApplication.processEvents()
def deleteLink(self,nodeclicked):
self.modApp.NodeConstraints.append(nodeclicked)
self.atLeastOnce = []
self.notEvenOnce = []
for i in self.modApp.edgelist_inOrder:
if i[0] not in self.atLeastOnce: #List of the beginning element of every arrow
self.atLeastOnce.append(i[0])
for i in self.modApp.edgelist_inOrder:
if i[1] not in self.notEvenOnce: #List of the end element of every arrow
self.notEvenOnce.append(i[1])
if self.modApp.NodeConstraints[0] in self.atLeastOnce: #If the first clicked not correspond to a least a begining element of an arrow
self.vwApp.selectContrTxtLab.setText("Select the ending node")
if (len(self.modApp.NodeConstraints) == 2): # If there are 2 elements in the list of clicked nodes
if self.modApp.NodeConstraints[1] in self.notEvenOnce \
and (self.modApp.NodeConstraints[0],self.modApp.NodeConstraints[1]) in self.modApp.edgelist_inOrder: #verify if the second element clicked corespond to at least the end of an arrow
self.constraint = " - ".join(self.modApp.NodeConstraints)
#self.modApp.scrolledList.append(self.constraint)
#self.vwApp.scrolledListBox.clear()
#for item in self.modApp.scrolledList:
# self.vwApp.scrolledListBox.addItem(item)
self.modApp.selectContrTxt = ""
self.modApp.mode_cntrt = False
self.vwApp.selectContrTxtLab.setText("")
#linesInEquaPO=np.logical_and(self.modApp.equacolPO[:, 3] == self.modApp.NodeConstraints[0],
# self.modApp.equacolPO[:, 2] == self.modApp.NodeConstraints[1])
#a = self.modApp.equacolPO[linesInEquaPO]
r = re.compile(r'\b%s\b' % re.escape(self.modApp.NodeConstraints[0]))
rsearch = np.vectorize(lambda x: bool(r.search(x)))
ix1 = np.ix_(self.modApp.equacolO[:, 2] == self.modApp.NodeConstraints[1])
rcontain=rsearch(self.modApp.equacolO[ix1, 3])
linesToRemove=list(compress(ix1[0].tolist(), rcontain.tolist()[0]))
self.modApp.rmByRmEdge.append(linesToRemove)
self.modApp.equacolO[linesToRemove, 4] = False
self.modApp.NodeConstraints = []
self.vwApp.addConstrain(self.constraint)
else:
self.modApp.selectContrTxt = ""
self.modApp.mode_cntrt = False
self.modApp.NodeConstraints = []
self.vwApp.selectContrTxtLab.setText('This link does not exist, please retry')
else:
self.modApp.selectContrTxt = ""
self.modApp.mode_cntrt = False
self.modApp.NodeConstraints = []
# TODO Réintègre le lien sélectionné
def clickReinstateLink (self,name):
#if self.vwApp.scrolledListBox.currentText() == "Select link to reinstate":
# return
#else:
idx=self.modApp.scrolledList.index(name)
self.modApp.scrolledList.pop(idx)
linesToReinstate=self.modApp.rmByRmEdge.pop(idx - 1)
flist = [item for sublist in self.modApp.rmByRmEdge for item in sublist]
linesToReinstate=[av for av in linesToReinstate if not av in flist]
linesToReinstate = [av for av in linesToReinstate if not av in self.modApp.rmByRmEq]
self.modApp.equacolO[linesToReinstate, 4] = True
self.modApp.data= self.modApp.equacolO[np.ix_(self.modApp.equacolO[:, 2] == [self.modApp.lastNodeClicked], [0, 1, 3, 4])]
self.vwApp.eqTableGUI.updateView()
#self.vwApp.scrolledListBox.clear()
#for item in self.modApp.scrolledList:
# self.vwApp.scrolledListBox.addItem(item)
self.modApp.computeEdgeBold()
self.modApp.computeNxGraph()
self.vwApp.networkGUI.network.updateView()
self.vwApp.networkGUI.fig.canvas.draw()
QCoreApplication.processEvents()
# TODO Change la couleur et la densité des "edges" en fonction du déplacement des sliders
def SliderMoved(self, value):
if( self.modApp.adjThresholdVal!=self.vwApp.adjThreshold_slider.value() / 100.0):
self.modApp.adjThresholdVal=self.vwApp.adjThreshold_slider.value() / 100.0
#if(self.modApp.comprFitCmplxVal != self.vwApp.comprFitCmplx_slider.value() / 100.0 ):
# self.modApp.comprFitCmplxVal=self.vwApp.comprFitCmplx_slider.value() / 100.0
# self.modApp.computeComprEdgeColor()
# self.modApp.computeEdgeBold()
self.modApp.computeNxGraph()
self.vwApp.networkGUI.network.updateView()
# TODO Affiche la courbe de l'équation sélectionnée
def eqTableClicked(self, cellClicked):
self.modApp.clicked_line = cellClicked.row()
#print("self.modApp.mode_changeEq:" + str(self.modApp.mode_changeEq))
if (self.modApp.mode_changeEq):
self.modApp.selectedEq[self.modApp.lastNodeClicked] = cellClicked.row()
self.modApp.computeGlobalView()
self.vwApp.updateView()
self.modApp.mode_changeEq = False
else:
self.vwApp.eqTableGUI.updateView()
self.vwApp.fitGUI.updateView()
#self.vwApp.networkGUI.updateView()
def incMatClicked(self,cellClicked):
print(cellClicked.row())
self.vwApp.incMatGUI.highlight(cellClicked.row())
nodeToClick=self.vwApp.incMatGUI.order[cellClicked.row()]
print(nodeToClick)
posNode=self.modApp.pos[nodeToClick]
class MyEvent:
def __init__(self,xdata,ydata):
self.xdata=xdata
self.ydata=ydata
ev=MyEvent(*posNode)
self.onClick(ev)
eqCellToClick = -1
if(not self.modApp.best_indv):
for i in range(len(self.modApp.data)):
if(self.modApp.data[i][2]==self.modApp.datumIncMat.iloc[cellClicked.row()][3]):
eqCellToClick=i
break
else:
eqCellToClick = self.modApp.best_indv[nodeToClick]
class MyWidgetItem:
self.row2=-1
def __init__(self,row2):
self.row2=row2
def row(self):
return self.row2
eqCellToClickWid=MyWidgetItem(eqCellToClick)
self.eqTableClicked(eqCellToClickWid)
# TODO Crée le surlignage des noeuds
def higlight(self, new_node: str, old_node: str = None):
self.modApp.G.clear()
if old_node:
self.modApp.nodeColor[(self.modApp.dataset.varnames.tolist()).index(old_node)] = self.modApp.old_color
if new_node:
self.modApp.old_color = self.modApp.nodeColor[(self.modApp.dataset.varnames.tolist()).index(new_node)]
self.modApp.nodeColor[(self.modApp.dataset.varnames.tolist()).index(new_node)] = (1.0, 0, 0)
self.vwApp.networkGUI.network.updateNodes()
def fileQuit(self):
self.vwApp.close()
def closeEvent(self, ce):
self.fileQuit()
def onOffClicked(self,objClicked):
lineToModify=np.ix_(self.modApp.equacolO[:, 2] == [self.modApp.lastNodeClicked])[0][objClicked.id]
self.modApp.equacolO[lineToModify][4]=objClicked.isChecked()
self.modApp.data[objClicked.id][3]=objClicked.isChecked()
if objClicked.isChecked():
self.modApp.varEquasizeOnlyTrue[self.modApp.lastNodeClicked]+=1
self.modApp.rmByRmEq.remove(lineToModify)
else:
self.modApp.varEquasizeOnlyTrue[self.modApp.lastNodeClicked]-=1
self.modApp.rmByRmEq.append(lineToModify)
self.vwApp.eqTableGUI.updateView()