def OnTreeRightDown(self, evt):
if wx.Platform == '__WXMAC__':
forceSibling = evt.AltDown()
else:
forceSibling = evt.ControlDown()
forceInsert = evt.ShiftDown()
Presenter.popupMenu(forceSibling, forceInsert, evt.GetPosition())
def OnTreeLeftDown(self, evt):
pt = evt.GetPosition();
item, flags = self.tree.HitTest(pt)
if flags & wx.TREE_HITTEST_NOWHERE or not item:
# Unselecting seems to be broken on wxGTK!!!
Presenter.unselect()
evt.Skip()
def OnCheck(self, evt):
Presenter.setApplied(False)
if Listener.testWin.IsShown() and g.conf.autoRefresh and \
g.conf.autoRefreshPolicy == AUTO_REFRESH_POLICY_FOCUS:
Listener.testWin.isDirty = True
wx.CallAfter(Presenter.refreshTestWin)
evt.Skip()
def _bcbcg_blbcg_least_square_exp_b(self):
""" """
self._BB_6 = np.random.random( ( self._mat.shape[0],6) )
self._BX_6 = np.ones ( (self._mat.shape[1],6) )
#line 1
blbcg_solver_obj = BLBCG()
self._final_x_blbcg_m6s6, self._final_r_blbcg_m6s6, self._residual_hist_blbcg_m6s6 = \
blbcg_solver_obj.blbcg_solver_least_square(self._mat, self._BB_6, self._BX_6, 6, self._tol, self._maxiter, 0)
#line 2
blbcg_solver_obj = BLBCG()
self._final_x_blbcg_m6s12, self._final_r_blbcg_m6s12, self._residual_hist_blbcg_m6s12 = \
blbcg_solver_obj.blbcg_solver_least_square(self._mat, self._BB_6, self._BX_6, 12, self._tol, self._maxiter, 0)
#line 3
bcbcg_solver_obj = BCBCG()
self._final_x_bcbcg_m6s6, self._final_r_bcbcg_m6s6, self._residual_hist_bcbcg_m6s6 = \
bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_6, self._BX_6, 6, self._tol, self._maxiter, 0)
#line 4
bcbcg_solver_obj = BCBCG()
self._final_x_bcbcg_m6s12, self._final_r_bcbcg_m6s12, self._residual_hist_bcbcg_m6s12 = \
bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_6, self._BX_6, 12, self._tol, self._maxiter, 0)
plot_worker = Presenter()
residual_list = [self._residual_hist_blbcg_m6s6, self._residual_hist_blbcg_m6s12, \
self._residual_hist_bcbcg_m6s6, self._residual_hist_bcbcg_m6s12 ]
legend_list = ["blbcg_m6s6", "blbcg_m6s12", "bcbcg_m6s6", "bcbcg_m6s12"]
color_list = ["r","k","b","y"]
#plot_worker.instant_plot_y_log10(residual_list, "Chem97ZtZ", "#iteration", "$\\frac{||x_1||}{||b_1||}$", legend_list, color_list)
plot_worker.instant_plot_y_log10(residual_list, "test", "#iteration", "$\\mathbf{log_{10}\\frac{||x_1||}{||b_1||}}$", legend_list, color_list)
def OnCheck(self, evt):
Presenter.setApplied(False)
if Presenter.panelIsDirty():
Presenter.registerUndoEdit()
if g.conf.autoRefresh and g.conf.autoRefreshPolicy == AUTO_REFRESH_POLICY_FOCUS:
Listener.testWin.isDirty = True
wx.CallAfter(Presenter.refreshTestWin)
evt.Skip()
def OnCmdPaste(self, evt):
'''ID.PASTE handler (for Edit menu and shortcuts).'''
state = wx.GetMouseState()
forceSibling = state.AltDown()
forceInsert = state.ShiftDown()
g.Presenter.updateCreateState(forceSibling, forceInsert)
g.undoMan.RegisterUndo(undo.UndoGlobal())
Presenter.paste()
def OnPasteSibling(self, evt):
'''ID.PASTE_SIBLING handler.'''
forceSibling = True
state = wx.GetMouseState()
forceInsert = state.ShiftDown()
g.Presenter.updateCreateState(forceSibling, forceInsert)
g.undoMan.RegisterUndo(undo.UndoGlobal()) # !!! TODO
Presenter.paste()
def OnSubclass(self, evt):
node = self.tree.GetPyData(Presenter.item)
subclass = node.getAttribute('subclass')
dlg = wx.TextEntryDialog(self.frame, 'Subclass:', defaultValue=subclass)
if dlg.ShowModal() == wx.ID_OK:
subclass = dlg.GetValue()
Presenter.subclass(Presenter.item, subclass)
dlg.Destroy()
def OnCollapseAll(self, evt):
# Prevent multiple calls to setData
self.tree.Unbind(wx.EVT_TREE_ITEM_COLLAPSED)
self.tree.UnselectAll()
self.tree.CollapseAll()
self.tree.Bind(wx.EVT_TREE_ITEM_COLLAPSED, self.OnTreeItemCollapsed)
if not Presenter.applied: Presenter.update()
Presenter.setData(self.tree.root)
def OnLeftDown(self, evt):
data = wx.ColourData()
data.SetColour(self.GetValue())
dlg = wx.ColourDialog(self, data)
if dlg.ShowModal() == wx.ID_OK:
self.SetValue('#%02X%02X%02X' % dlg.GetColourData().GetColour().Get())
Presenter.setApplied(False)
dlg.Destroy()
def OnButtonEdit(self, evt):
dlg = g.res.LoadDialog(self, 'DIALOG_TEXT')
textCtrl = xrc.XRCCTRL(dlg, 'TEXT')
textCtrl.SetValue(self.text.GetValue())
if dlg.ShowModal() == wx.ID_OK:
self.text.ChangeValue(textCtrl.GetValue())
Presenter.setApplied(False)
dlg.Destroy()
def main():
# view = View()
# dim_view = DimensionalView(view.drawing_area_dimensional.get_allocation().width,view.drawing_area_dimensional.get_allocation().height)
# comp_view = ComplexView(view.drawing_area_complex.get_allocation().width,view.drawing_area_complex.get_allocation().height)
app = QApplication(sys.argv)
p = Presenter()
p.show()
app.exec_()
def OnPanelPageChanged(self, evt):
TRACE('OnPanelPageChanged: %d=>%d', evt.GetOldSelection(), evt.GetSelection())
# Register new undo
if Presenter.panelIsDirty():
Presenter.createUndoEdit(page=evt.GetSelection())
# Refresh test window after finishing
if g.conf.autoRefresh and self.testWin.IsDirty():
wx.CallAfter(Presenter.refreshTestWin)
evt.Skip()
def OnComponentCreate(self, evt):
'''Hadnler for creating new elements.'''
comp = Manager.findById(evt.GetId())
g.undoMan.RegisterUndo(undo.UndoGlobal()) # !!! TODO
if comp.groups[0] == 'component':
node = Model.createComponentNode('Component')
Presenter.create(comp, node)
else:
Presenter.create(comp)
def OnLeftDown(self, evt):
data = wx.ColourData()
data.SetColour(self.GetValue())
dlg = wx.ColourDialog(self, data)
if dlg.ShowModal() == wx.ID_OK:
self.SetValue('#%02X%02X%02X' %
dlg.GetColourData().GetColour().Get())
Presenter.setApplied(False)
dlg.Destroy()
def OnCheck(self, evt):
Presenter.setApplied(False)
if Presenter.panelIsDirty():
Presenter.registerUndoEdit()
if Listener.testWin.IsShown() and g.conf.autoRefresh and \
g.conf.autoRefreshPolicy == AUTO_REFRESH_POLICY_FOCUS:
Listener.testWin.isDirty = True
wx.CallAfter(Presenter.refreshTestWin)
evt.Skip()
def OnPanelPageChanged(self, evt):
TRACE('OnPanelPageChanged: %d=>%d', evt.GetOldSelection(), evt.GetSelection())
# Register new undo
if Presenter.panelIsDirty():
Presenter.createUndoEdit(page=evt.GetSelection())
# Refresh test window after finishing
if g.conf.autoRefresh and self.testWin.IsDirty():
wx.CallAfter(Presenter.refreshTestWin)
evt.Skip()
def _db_presenter_a(self):
plot_worker = Presenter()
residual_list = [self._residual_hist_a]
residual_list.append(self._residual_hist_b)
legend_list = ["bcbcg_s3", "bcbcg_s5"]
color_list = ["r", "k"]
# latex style notation
#plot_worker.instant_plot_y_log10(residual_list, "crystm01 $x_1$")
#plot_worker.instant_plot_y_log10(residual_list, "crystm01", "#iteration", "$\\frac{||x_1||}{||b_1||}$", legend_list, color_list)
plot_worker.instant_plot_y(residual_list, "crystm01", "#iteration", "$\\frac{||x_1||}{||b_1||}$", legend_list, color_list)
def OnSubclass(self, evt):
node = self.tree.GetPyData(Presenter.item)
subclass = node.getAttribute('subclass')
dlg = wx.TextEntryDialog(self.frame,
'Subclass:',
defaultValue=subclass)
if dlg.ShowModal() == wx.ID_OK:
subclass = dlg.GetValue()
Presenter.subclass(Presenter.item, subclass)
dlg.Destroy()
def OnDelete(self, evt):
'''wx.ID_DELETE handler.'''
if len(self.tree.GetSelections()) == 1:
item = self.tree.GetSelection()
index = self.tree.ItemFullIndex(item)
node = Presenter.delete(self.tree.GetSelection())
g.undoMan.RegisterUndo(undo.UndoCutDelete(index, node))
else:
g.undoMan.RegisterUndo(undo.UndoGlobal())
Presenter.deleteMany(self.tree.GetSelections())
def OnDelete(self, evt):
'''wx.ID_DELETE handler.'''
if len(self.tree.GetSelections()) == 1:
item = self.tree.GetSelection()
index = self.tree.ItemFullIndex(item)
node = Presenter.delete(self.tree.GetSelection())
g.undoMan.RegisterUndo(undo.UndoCutDelete(index, node))
else:
g.undoMan.RegisterUndo(undo.UndoGlobal())
Presenter.deleteMany(self.tree.GetSelections())
class PresenterTest(unittest.TestCase):
def setUp(self):
self.view = MainWindow()
self.pres = Presenter(self.view, MultiplyModel, ResetModel)
def test_mul(self):
self.pres.onInputChanged()
def test_reset(self):
self.pres.resetToZero()
def _pc_lbcg_vs_cbcg(self):
""" """
#print(self._mat)
self._pc_jacobi = diags(self._mat.diagonal())
#print ("")
#print ("dia")
#print(self._pc_jacobi)
self._pc_jacobi = np.sqrt(self._pc_jacobi)
#print ("")
#print(self._pc_jacobi)
self._pc_jacobi = inv(self._pc_jacobi)
#print ("")
#print ("inverse")
#print(self._pc_jacobi)
#print(type(self._pc_jacobi))
self._left_pcd_mat = aslinearoperator(self._pc_jacobi)(
self._mat.toarray())
#print ("")
#print ("left pcd")
self._pcd_mat = np.matmul(self._left_pcd_mat,
self._pc_jacobi.toarray())
#print ("")
#print (csr_matrix(self._pcd_mat).diagonal())
#print ("mat cond:", np.linalg.cond(self._mat.toarray()))
#print ("pcd_mat cond:", np.linalg.cond(self._pcd_mat))
self._pcd_mat = csr_matrix(self._pcd_mat)
lbcg_solver_obj = LBCG()
self._final_x_a, self._final_r_a, self._residual_hist_a = \
lbcg_solver_obj.lbcg_solver_least_square(self._pcd_mat, self._SB, self._SX, 8, self._tol, self._maxiter)
self._final_x_b, self._final_r_b, self._residual_hist_b = \
lbcg_solver_obj.lbcg_solver_least_square(self._pcd_mat, self._SB, self._SX, 18, self._tol, self._maxiter)
cbcg_solver_obj = CBCG()
self._final_x_c, self._final_r_c, self._residual_hist_c = \
cbcg_solver_obj.cbcg_solver_least_square(self._pcd_mat, self._SB, self._SX, 8, self._tol, self._maxiter)
self._final_x_d, self._final_r_d, self._residual_hist_d = \
cbcg_solver_obj.cbcg_solver_least_square(self._pcd_mat, self._SB, self._SX, 18, self._tol, self._maxiter)
plot_worker = Presenter()
residual_list = [
self._residual_hist_a, self._residual_hist_b,
self._residual_hist_c, self._residual_hist_d
]
legend_list = [
"pcd_lbcg_lstsq_s8", "pcd_lbcg_lstsq_s18", "pcd_cbcg_lstsq_s8",
"pcd_cbcg_lstsq_s18"
]
color_list = ["r", "k", "b", "y"]
#plot_worker.instant_plot_y_log10(residual_list, "crystm01", "#iteration", "$\\frac{||x_1||}{||b_1||}$", legend_list, color_list)
#plot_worker.instant_plot_y_log10(residual_list, "wathen100", "#iteration", "$\\frac{||x_1||}{||b_1||}$", legend_list, color_list)
plot_worker.instant_plot_y_log10(residual_list, "bodyy06",
"#iteration",
"$\\frac{||x_1||}{||b_1||}$",
legend_list, color_list)
def _bcbcg_blbcg_least_square_exp_b(self):
""" figure 2"""
print("_bcbcg_blbcg_least_square_exp_b starting ... ")
m = 3
self._BB = np.random.random((self._mat.shape[0], m))
self._BX = np.ones((self._mat.shape[1], m))
#line 1
blbcg_solver_obj = BLBCG()
self._final_x_blbcg_a, self._final_r_blbcg_a, self._residual_hist_blbcg_a = \
blbcg_solver_obj.blbcg_solver_least_square(self._mat, self._BB, self._BX, 16, self._tol, self._maxiter, 0)
#line 2
blbcg_solver_obj = BLBCG()
self._final_x_blbcg_b, self._final_r_blbcg_b, self._residual_hist_blbcg_b = \
blbcg_solver_obj.blbcg_solver_least_square(self._mat, self._BB, self._BX, 32, self._tol, self._maxiter, 0)
#line addition
#blbcg_solver_obj = BLBCG()
#self._final_x_blbcg_c, self._final_r_blbcg_c, self._residual_hist_blbcg_c = \
# blbcg_solver_obj.blbcg_solver_least_square(self._mat, self._BB_4, self._BX_4, 32, self._tol, self._maxiter, 0)
#line 3
bcbcg_solver_obj = BCBCG()
self._final_x_bcbcg_a, self._final_r_bcbcg_a, self._residual_hist_bcbcg_a = \
bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB, self._BX, 16, self._tol, self._maxiter, 0)
#line 4
bcbcg_solver_obj = BCBCG()
self._final_x_bcbcg_b, self._final_r_bcbcg_b, self._residual_hist_bcbcg_b = \
bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB, self._BX, 32, self._tol, self._maxiter, 0)
#line addition
#bcbcg_solver_obj = BCBCG()
#self._final_x_bcbcg_c, self._final_r_bcbcg_c, self._residual_hist_bcbcg_c = \
# bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_4, self._BX_4, 32, self._tol, self._maxiter, 0)
plot_worker = Presenter()
#residual_list = [self._residual_hist_blbcg_a, self._residual_hist_blbcg_b, self._residual_hist_blbcg_c, \
# self._residual_hist_bcbcg_a, self._residual_hist_bcbcg_b, self._residual_hist_bcbcg_c ]
residual_list = [self._residual_hist_blbcg_a, self._residual_hist_blbcg_b, \
self._residual_hist_bcbcg_a, self._residual_hist_bcbcg_b ]
#legend_list = ["blbcg_m4s4", "blbcg_m4s8", "blbcg_m4s12", "bcbcg_m4s4", "bcbcg_m4s8", "bcbcg_m4s12"]
legend_list = [
"blbcg_m3s16", "blbcg_m3s32", "bcbcg_m3s16", "bcbcg_m3s32"
]
#color_list = ["r","k","b","y","g","m"]
color_list = ["r", "k", "b", "g"]
#plot_worker.instant_plot_y_log10(residual_list, "test", "#iteration", "$\\mathbf{log_{10}\\frac{||x_1||}{||b_1||}}$", legend_list, color_list)
plot_worker.instant_plot_y_log10(
residual_list, "bodyy6", "#iteration",
"$\\mathbf{log_{10}\\frac{||x_1||}{||b_1||}}$", legend_list,
color_list)
def OnComponentCreate(self, evt):
'''Hadnler for creating new elements.'''
state = self.tree.GetFullState() # state just before
comp = Manager.findById(evt.GetId())
if comp.groups[0] == 'component':
node = Model.createComponentNode('Component')
item = Presenter.create(comp, node)
else:
item = Presenter.create(comp)
itemIndex = self.tree.ItemFullIndex(item)
g.undoMan.RegisterUndo(undo.UndoPasteCreate(itemIndex, state))
def OnCollapse(self, evt):
# Prevent multiple calls to setData
self.tree.Unbind(wx.EVT_TREE_ITEM_COLLAPSED)
if self.tree.GetSelection():
map(self.tree.CollapseAllChildren, self.tree.GetSelections())
else:
self.tree.CollapseAll()
self.tree.Bind(wx.EVT_TREE_ITEM_COLLAPSED, self.OnTreeItemCollapsed)
if not self.tree.GetSelection():
if not Presenter.applied: Presenter.update()
Presenter.setData(self.tree.root)
def OnComponentCreate(self, evt):
'''Hadnler for creating new elements.'''
state = self.tree.GetFullState() # state just before
comp = Manager.findById(evt.GetId())
if comp.groups[0] == 'component':
node = Model.createComponentNode('Component')
item = Presenter.create(comp, node)
else:
item = Presenter.create(comp)
itemIndex = self.tree.ItemFullIndex(item)
g.undoMan.RegisterUndo(undo.UndoPasteCreate(itemIndex, state))
def OnCollapse(self, evt):
# Prevent multiple calls to setData
self.tree.Unbind(wx.EVT_TREE_ITEM_COLLAPSED)
if self.tree.GetSelection():
map(self.tree.CollapseAllChildren, self.tree.GetSelections())
else:
self.tree.CollapseAll()
self.tree.Bind(wx.EVT_TREE_ITEM_COLLAPSED, self.OnTreeItemCollapsed)
if not self.tree.GetSelection():
if not Presenter.applied: Presenter.update()
Presenter.setData(self.tree.root)
def OnButtonEdit(self, evt):
if self.textModified: # text has newer value
self.value = self.GetValue()
dlg = ContentDialog(self, self.value)
if dlg.ShowModal() == wx.ID_OK:
value = []
for i in range(dlg.list.GetCount()):
value.append(dlg.list.GetString(i))
self.SetValue(value)
Presenter.setApplied(False)
self.textModified = False
dlg.Destroy()
def OnButtonEdit(self, evt):
if self.textModified: # text has newer value
self.value = self.GetValue()
dlg = ContentCheckListDialog(self, self.value)
if dlg.ShowModal() == wx.ID_OK:
value = []
for i in range(dlg.list.GetCount()):
value.append((dlg.list.GetString(i), int(dlg.list.IsChecked(i))))
self.SetValue(value)
Presenter.setApplied(False)
self.textModified = False
dlg.Destroy()
def _cg_bcg_bcbcg_least_square_exp(self):
""" """
print("_cg_bcg_bcbcg_least_square_exp starting, ... ")
self._BB_1 = np.random.random( ( self._mat.shape[0],1) )
self._BX_1 = np.ones ( (self._mat.shape[1],1) )
self._BB_4 = np.random.random( ( self._mat.shape[0],4) )
self._BX_4 = np.ones ( (self._mat.shape[1],4) )
self._BB_12 = np.random.random( ( self._mat.shape[0],12) )
self._BX_12 = np.ones ( (self._mat.shape[1],12) )
#line 1
bcg_solver_obj = NativeBlockConjugateGradient(self._mat, self._BX_1, self._BB_1, self._tol, self._maxiter)
self._final_X_cg, self._final_R_cg, self._residual_hist_cg = bcg_solver_obj.bcg_variant_lstsq_run(0)
##line 2
bcg_solver_obj = NativeBlockConjugateGradient(self._mat, self._BX_12, self._BB_12, self._tol, self._maxiter)
self._final_X_bcg_m12, self._final_R_bcg_m12, self._residual_hist_bcg_m12 = bcg_solver_obj.bcg_variant_lstsq_run(0)
##line 3
#bcbcg_solver_obj = BCBCG()
#self._final_x_bcbcg_m1s2, self._final_r_bcbcg_m1s2, self._residual_hist_bcbcg_m1s2 = \
# bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_1, self._BX_1, 2, self._tol, self._maxiter, 0)
##line 4
#bcbcg_solver_obj = BCBCG()
#self._final_x_bcbcg_m1s8, self._final_r_bcbcg_m1s8, self._residual_hist_bcbcg_m1s8 = \
# bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_1, self._BX_1, 8, self._tol, self._maxiter, 0)
##line 5
#bcbcg_solver_obj = BCBCG()
#self._final_x_bcbcg_m4s2, self._final_r_bcbcg_m4s2, self._residual_hist_bcbcg_m4s2 = \
# bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_4, self._BX_4, 2, self._tol, self._maxiter, 0)
##line 6
#bcbcg_solver_obj = BCBCG()
#self._final_x_bcbcg_m4s8, self._final_r_bcbcg_m4s8, self._residual_hist_bcbcg_m4s8 = \
# bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_4, self._BX_4, 8, self._tol, self._maxiter, 0)
plot_worker = Presenter()
#residual_list = [self._residual_hist_cg, self._residual_hist_bcg_m12, \
# self._residual_hist_bcbcg_m1s2, self._residual_hist_bcbcg_m1s8, \
# self._residual_hist_bcbcg_m4s2, self._residual_hist_bcbcg_m4s8 ]
residual_list = [self._residual_hist_cg, self._residual_hist_bcg_m12]
#legend_list = ["cg","bcg_m12", "bcbcg_m1s2", "bcbcg_m1s8", "bcbcg_m4s2", "bcbcg_m4s8"]
legend_list = ["cg","bcg_m12"]
#color_list = ["r","k","b","y","m","g"]
color_list = ["r","k"]
#plot_worker.instant_plot_y_log10(residual_list, "test", "#iteration", "$\\mathbf{log_{10}\\frac{||x_1||}{||b_1||}}$", legend_list, color_list)
#plot_worker.instant_plot_y_log10(residual_list, "wathen100(dim=30,401, nnz=471,601, cond=5816.01 )", "#iteration", "$\\mathbf{log_{10}\\frac{||x_1||}{||b_1||}}$", legend_list, color_list)
plot_worker.instant_plot_y_log10(residual_list, "MG", "#iteration", "$\\mathbf{log_{10}\\frac{||x_1||}{||b_1||}}$", legend_list, color_list)
def _cg_bcg_bcbcg_least_square_exp(self):
""" """
print("_cg_bcg_bcbcg_least_square_exp starting, ... ")
self._BB_1 = np.random.random( ( self._mat.shape[0],1) )
self._BX_1 = np.ones ( (self._mat.shape[1],1) )
self._BB_4 = np.random.random( ( self._mat.shape[0],4) )
self._BX_4 = np.ones ( (self._mat.shape[1],4) )
self._BB_12 = np.random.random( ( self._mat.shape[0],12) )
self._BX_12 = np.ones ( (self._mat.shape[1],12) )
#line 1
bcg_solver_obj = NativeBlockConjugateGradient(self._mat, self._BX_1, self._BB_1, self._tol, self._maxiter)
self._final_X_cg, self._final_R_cg, self._residual_hist_cg = bcg_solver_obj.bcg_variant_lstsq_run(0)
##line 2
bcg_solver_obj = NativeBlockConjugateGradient(self._mat, self._BX_12, self._BB_12, self._tol, self._maxiter)
self._final_X_bcg_m12, self._final_R_bcg_m12, self._residual_hist_bcg_m12 = bcg_solver_obj.bcg_variant_lstsq_run(0)
##line 3
#bcbcg_solver_obj = BCBCG()
#self._final_x_bcbcg_m1s2, self._final_r_bcbcg_m1s2, self._residual_hist_bcbcg_m1s2 = \
# bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_1, self._BX_1, 2, self._tol, self._maxiter, 0)
##line 4
#bcbcg_solver_obj = BCBCG()
#self._final_x_bcbcg_m1s8, self._final_r_bcbcg_m1s8, self._residual_hist_bcbcg_m1s8 = \
# bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_1, self._BX_1, 8, self._tol, self._maxiter, 0)
##line 5
#bcbcg_solver_obj = BCBCG()
#self._final_x_bcbcg_m4s2, self._final_r_bcbcg_m4s2, self._residual_hist_bcbcg_m4s2 = \
# bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_4, self._BX_4, 2, self._tol, self._maxiter, 0)
##line 6
#bcbcg_solver_obj = BCBCG()
#self._final_x_bcbcg_m4s8, self._final_r_bcbcg_m4s8, self._residual_hist_bcbcg_m4s8 = \
# bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_4, self._BX_4, 8, self._tol, self._maxiter, 0)
plot_worker = Presenter()
#residual_list = [self._residual_hist_cg, self._residual_hist_bcg_m12, \
# self._residual_hist_bcbcg_m1s2, self._residual_hist_bcbcg_m1s8, \
# self._residual_hist_bcbcg_m4s2, self._residual_hist_bcbcg_m4s8 ]
residual_list = [self._residual_hist_cg, self._residual_hist_bcg_m12]
#legend_list = ["cg","bcg_m12", "bcbcg_m1s2", "bcbcg_m1s8", "bcbcg_m4s2", "bcbcg_m4s8"]
legend_list = ["cg","bcg_m12"]
#color_list = ["r","k","b","y","m","g"]
color_list = ["r","k"]
#plot_worker.instant_plot_y_log10(residual_list, "test", "#iteration", "$\\mathbf{log_{10}\\frac{||x_1||}{||b_1||}}$", legend_list, color_list)
#plot_worker.instant_plot_y_log10(residual_list, "wathen100(dim=30,401, nnz=471,601, cond=5816.01 )", "#iteration", "$\\mathbf{log_{10}\\frac{||x_1||}{||b_1||}}$", legend_list, color_list)
plot_worker.instant_plot_y_log10(residual_list, "MG", "#iteration", "$\\mathbf{log_{10}\\frac{||x_1||}{||b_1||}}$", legend_list, color_list)
def OnComponentTool(self, evt):
'''Hadnler for creating new elements.'''
comp = Manager.findById(evt.GetId())
# Check compatibility
if Presenter.checkCompatibility(comp):
g.undoMan.RegisterUndo(undo.UndoGlobal()) # !!! TODO
if comp.groups[0] == 'component':
node = Model.createComponentNode('Component')
Presenter.create(comp, node)
else:
Presenter.create(comp)
evt.Skip()
def _db_bcbcg_lstsq (self):
""" """
bcbcg_solver_obj = BCBCG()
self._final_X_a, self._final_R_a, self._residual_hist_a = \
bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB, self._BX, self._step_val, self._tol, self._maxiter,0)
self._final_X_b, self._final_R_b, self._residual_hist_b = \
bcbcg_solver_obj.bcbcg_solver(self._mat, self._BB, self._BX, self._step_val, self._tol, self._maxiter,0)
plot_worker = Presenter()
residual_list = [self._residual_hist_a, self._residual_hist_b]
legend_list = ["bcbcg_s20b4_lstsq","bcbcg_s20b4"]
color_list = ["r","k"]
plot_worker.instant_plot_y_log10(residual_list, "crystm02", "#iteration", "$\\frac{||x_1||}{||b_1||}$", legend_list, color_list)
def _db_bcbcg_lstsq (self):
""" """
bcbcg_solver_obj = BCBCG()
self._final_X_a, self._final_R_a, self._residual_hist_a = \
bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB, self._BX, self._step_val, self._tol, self._maxiter,0)
self._final_X_b, self._final_R_b, self._residual_hist_b = \
bcbcg_solver_obj.bcbcg_solver(self._mat, self._BB, self._BX, self._step_val, self._tol, self._maxiter,0)
plot_worker = Presenter()
residual_list = [self._residual_hist_a, self._residual_hist_b]
legend_list = ["bcbcg_s20b4_lstsq","bcbcg_s20b4"]
color_list = ["r","k"]
plot_worker.instant_plot_y_log10(residual_list, "crystm02", "#iteration", "$\\frac{||x_1||}{||b_1||}$", legend_list, color_list)
def _db_cbcg_lstsq (self):
cbcg_solver_obj = CBCG()
self._final_x_a, self._final_r_a, self._residual_hist_a = \
cbcg_solver_obj.cbcg_solver_least_square(self._mat, self._SB, self._SX, self._step_val, self._tol, self._maxiter)
self._final_x_b, self._final_r_b, self._residual_hist_b = \
cbcg_solver_obj.cbcg_solver_least_square(self._mat, self._SB, self._SX, self._step_val, self._tol, self._maxiter)
plot_worker = Presenter()
residual_list = [self._residual_hist_a, self._residual_hist_b]
legend_list = ["cbcg_s2_lstsq","blbcg_s2"]
color_list = ["r","k"]
plot_worker.instant_plot_y_log10(residual_list, "bodyy6", "#iteration", "$\\frac{||x_1||}{||b_1||}$", legend_list, color_list)
def OnToolPaste(self, evt):
'''frame.ID_TOOL_PASTE handler.'''
state = wx.GetMouseState()
# Ctrl+click does not work with tools on Mac, Alt+click often
# bound to window move on wxGTK
if wx.Platform == '__WXMAC__':
forceSibling = state.AltDown()
else:
forceSibling = state.ControlDown()
forceInsert = state.ShiftDown()
g.Presenter.updateCreateState(forceSibling, forceInsert)
g.undoMan.RegisterUndo(undo.UndoGlobal())
Presenter.paste()
def OnToolPaste(self, evt):
'''frame.ID_TOOL_PASTE handler.'''
state = wx.GetMouseState()
# Ctrl+click does not work with tools on Mac, Alt+click often
# bound to window move on wxGTK
if wx.Platform == '__WXMAC__':
forceSibling = state.AltDown()
else:
forceSibling = state.ControlDown()
forceInsert = state.ShiftDown()
g.Presenter.updateCreateState(forceSibling, forceInsert)
g.undoMan.RegisterUndo(undo.UndoGlobal())
Presenter.paste()
def _db_cbcg_lstsq (self):
cbcg_solver_obj = CBCG()
self._final_x_a, self._final_r_a, self._residual_hist_a = \
cbcg_solver_obj.cbcg_solver_least_square(self._mat, self._SB, self._SX, self._step_val, self._tol, self._maxiter)
self._final_x_b, self._final_r_b, self._residual_hist_b = \
cbcg_solver_obj.cbcg_solver_least_square(self._mat, self._SB, self._SX, self._step_val, self._tol, self._maxiter)
plot_worker = Presenter()
residual_list = [self._residual_hist_a, self._residual_hist_b]
legend_list = ["cbcg_s2_lstsq","blbcg_s2"]
color_list = ["r","k"]
plot_worker.instant_plot_y_log10(residual_list, "bodyy6", "#iteration", "$\\frac{||x_1||}{||b_1||}$", legend_list, color_list)
class View():
def __init__(self):
self.presenter = Presenter()
def cli(self):
choice = 0
while choice != 3:
choice = self.__endless_menu(self.__main_menu)
if choice == 1:
self.presenter.load_data()
print('обновлено')
elif choice == 2:
day = self.__endless_menu(self.__compare_menu)
while not (1 <= day <= 7):
print('неверный параметр')
day = self.__endless_menu(self.__compare_menu)
result = self.presenter.compare_two_date(day)
if result is None:
print('ошибка')
continue
print(
'разница сегодняшней погоды и погоды через {} дня составляет {}%'
.format(day, result))
def __endless_menu(self, menu):
choice = menu()
while not choice.isdigit():
if not choice.isdigit():
print('неверный параметр')
choice = menu()
return int(choice)
def __main_menu(self):
return input("""
1 - обновить базу
2 - указать день
3 - выход
""")
def __compare_menu(self):
return input("""
за какой день нужно узнать? (1-7)
""")
def _cg_bcg_bcbcg_least_square_exp(self):
""" """
self._BB_1 = np.random.random( ( self._mat.shape[0],1) )
self._BX_1 = np.ones ( (self._mat.shape[1],1) )
self._BB_6 = np.random.random( ( self._mat.shape[0],6) )
self._BX_6 = np.ones ( (self._mat.shape[1],6) )
self._BB_12 = np.random.random( ( self._mat.shape[0],12) )
self._BX_12 = np.ones ( (self._mat.shape[1],12) )
#line 1
bcg_solver_obj = NativeBlockConjugateGradient(self._mat, self._BX_1, self._BB_1, self._tol, self._maxiter)
self._final_X_cg, self._final_R_cg, self._residual_hist_cg = bcg_solver_obj.bcg_variant_lstsq_run(0)
#line 2
bcg_solver_obj = NativeBlockConjugateGradient(self._mat, self._BX_12, self._BB_12, self._tol, self._maxiter)
self._final_X_bcg_m12, self._final_R_bcg_m12, self._residual_hist_bcg_m12 = bcg_solver_obj.bcg_variant_lstsq_run(0)
#line 3
bcbcg_solver_obj = BCBCG()
self._final_x_bcbcg_m1s2, self._final_r_bcbcg_m1s2, self._residual_hist_bcbcg_m1s2 = \
bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_1, self._BX_1, 2, self._tol, self._maxiter, 0)
#line 4
#bcbcg_solver_obj = BCBCG()
#self._final_x_bcbcg_m1s6, self._final_r_bcbcg_m1s6, self._residual_hist_bcbcg_m1s6 = \
# bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_1, self._BX_1, 6, self._tol, self._maxiter, 0)
bcbcg_solver_obj = BCBCG()
self._final_x_bcbcg_m1s6, self._final_r_bcbcg_m1s6, self._residual_hist_bcbcg_m1s6 = \
bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_1, self._BX_1, 8, self._tol, self._maxiter, 0)
#line 5
bcbcg_solver_obj = BCBCG()
self._final_x_bcbcg_m6s2, self._final_r_bcbcg_m6s2, self._residual_hist_bcbcg_m6s2 = \
bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_6, self._BX_6, 2, self._tol, self._maxiter, 0)
#line 6
#bcbcg_solver_obj = BCBCG()
#self._final_x_bcbcg_m6s6, self._final_r_bcbcg_m6s6, self._residual_hist_bcbcg_m6s6 = \
# bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_6, self._BX_6, 6, self._tol, self._maxiter, 0)
bcbcg_solver_obj = BCBCG()
self._final_x_bcbcg_m6s6, self._final_r_bcbcg_m6s6, self._residual_hist_bcbcg_m6s6 = \
bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_6, self._BX_6, 8, self._tol, self._maxiter, 0)
plot_worker = Presenter()
residual_list = [self._residual_hist_cg, self._residual_hist_bcg_m12, \
self._residual_hist_bcbcg_m1s2, self._residual_hist_bcbcg_m1s6, \
self._residual_hist_bcbcg_m6s2, self._residual_hist_bcbcg_m6s6 ]
legend_list = ["cg","bcg_m12", "bcbcg_m1s2", "bcbcg_m1s6", "bcbcg_m6s2", "bcbcg_m6s6"]
color_list = ["r","k","b","y","m","g"]
plot_worker.instant_plot_y_log10(residual_list, "test", "#iteration", "$\\mathbf{log_{10}\\frac{||x_1||}{||b_1||}}$", legend_list, color_list)
def _bcbcg_blbcg_least_square_exp_b(self):
""" figure 2"""
print("_bcbcg_blbcg_least_square_exp_b starting ... ")
m=3
self._BB = np.random.random( ( self._mat.shape[0],m) )
self._BX = np.ones ( (self._mat.shape[1],m) )
#line 1
blbcg_solver_obj = BLBCG()
self._final_x_blbcg_a, self._final_r_blbcg_a, self._residual_hist_blbcg_a = \
blbcg_solver_obj.blbcg_solver_least_square(self._mat, self._BB, self._BX, 16, self._tol, self._maxiter, 0)
#line 2
blbcg_solver_obj = BLBCG()
self._final_x_blbcg_b, self._final_r_blbcg_b, self._residual_hist_blbcg_b = \
blbcg_solver_obj.blbcg_solver_least_square(self._mat, self._BB, self._BX, 32, self._tol, self._maxiter, 0)
#line addition
#blbcg_solver_obj = BLBCG()
#self._final_x_blbcg_c, self._final_r_blbcg_c, self._residual_hist_blbcg_c = \
# blbcg_solver_obj.blbcg_solver_least_square(self._mat, self._BB_4, self._BX_4, 32, self._tol, self._maxiter, 0)
#line 3
bcbcg_solver_obj = BCBCG()
self._final_x_bcbcg_a, self._final_r_bcbcg_a, self._residual_hist_bcbcg_a = \
bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB, self._BX, 16, self._tol, self._maxiter, 0)
#line 4
bcbcg_solver_obj = BCBCG()
self._final_x_bcbcg_b, self._final_r_bcbcg_b, self._residual_hist_bcbcg_b = \
bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB, self._BX, 32, self._tol, self._maxiter, 0)
#line addition
#bcbcg_solver_obj = BCBCG()
#self._final_x_bcbcg_c, self._final_r_bcbcg_c, self._residual_hist_bcbcg_c = \
# bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_4, self._BX_4, 32, self._tol, self._maxiter, 0)
plot_worker = Presenter()
#residual_list = [self._residual_hist_blbcg_a, self._residual_hist_blbcg_b, self._residual_hist_blbcg_c, \
# self._residual_hist_bcbcg_a, self._residual_hist_bcbcg_b, self._residual_hist_bcbcg_c ]
residual_list = [self._residual_hist_blbcg_a, self._residual_hist_blbcg_b, \
self._residual_hist_bcbcg_a, self._residual_hist_bcbcg_b ]
#legend_list = ["blbcg_m4s4", "blbcg_m4s8", "blbcg_m4s12", "bcbcg_m4s4", "bcbcg_m4s8", "bcbcg_m4s12"]
legend_list = ["blbcg_m3s16", "blbcg_m3s32", "bcbcg_m3s16", "bcbcg_m3s32"]
#color_list = ["r","k","b","y","g","m"]
color_list = ["r","k","b","g"]
#plot_worker.instant_plot_y_log10(residual_list, "test", "#iteration", "$\\mathbf{log_{10}\\frac{||x_1||}{||b_1||}}$", legend_list, color_list)
plot_worker.instant_plot_y_log10(residual_list, "bodyy6", "#iteration", "$\\mathbf{log_{10}\\frac{||x_1||}{||b_1||}}$", legend_list, color_list)
def OnDismiss(self):
combo = self.GetCombo()
value = []
for i in range(self.GetCount()):
if self.IsChecked(i):
value.append(self.values[i])
# Add ignored flags
value.extend(self.ignored)
strValue = '|'.join(value)
if combo.GetValue() != strValue:
combo.SetValue(strValue)
Presenter.setApplied(False)
wx.combo.ComboPopup.OnDismiss(self)
def _db_power_iteration(self):
pi_worker = PowerIteration();
tol = 1e-4
maxiters = 1000
self._v_eigen, self._lambda_eigen, self._lambda_eigen_list = pi_worker.naive_power_iteration (self._mat, self._X, maxiters, tol)
self._v_shift_eigen, self._lambda_shift_eigen, self._lambda_shift_eigen_list = pi_worker.power_iteration_with_shifting (self._mat, self._X, self._lambda_eigen, maxiters, tol)
print ("lambda ", self._lambda_shift_eigen)
plot_worker = Presenter()
ratio_list = [ [x+self._lambda_eigen for x in self._lambda_shift_eigen_list] ]
legend_list = ["naive power iteration"]
color_list = ["k"]
plot_worker.instant_plot_y_log10(ratio_list, "crystm01" , "#iteration", "$\\frac{\\lambda_{old} - \\lambda_{new}}{\\lambda_i{old} }$", legend_list, color_list)
def find_data(user_id):
"""
Return user's data in JSON.
"""
presenter = Presenter(user_id)
response = {
'user_id': user_id,
'top_favorites': presenter.get_data('TF'),
'nearest_neighbours': presenter.get_data('NN'),
'latent_factors': presenter.get_data('LF')
}
return jsonify(response)
def find_poster_raw(user_id):
"""
Return User's Profile in JSON.
"""
presenter = Presenter(user_id)
response = {
'user_id': user_id,
'top_favorites': presenter.get_posters('TF', 8),
'nearest_neighbours': presenter.get_posters('NN', 8),
'latent_factors': presenter.get_posters('LF', 8)
}
return jsonify(response)
def OnDismiss(self):
combo = self.GetCombo()
value = []
for i in range(self.GetCount()):
if self.IsChecked(i):
value.append(self.values[i])
# Add ignored flags
value.extend(self.ignored)
strValue = '|'.join(value)
if combo.GetValue() != strValue:
combo.SetValue(strValue)
Presenter.setApplied(False)
wx.combo.ComboPopup.OnDismiss(self)
def OnButtonEdit(self, evt):
if self.textModified: # text has newer value
self.value = self.GetValue()
dlg = ContentHelpListDialog(self, self.value)
if dlg.ShowModal() == wx.ID_OK:
value = []
for i in range(dlg.list.GetItemCount()):
value.append((str(dlg.list.GetItem(i, 0).GetText()),
str(dlg.list.GetItem(i, 1).GetText()),
str(dlg.list.GetItem(i, 2).GetText())))
self.SetValue(value)
Presenter.setApplied(False)
self.textModified = False
dlg.Destroy()
class View:
def __init__(self):
self.presenter = Presenter(self)
self.tkinter = tk.Tk()
self.app = application.Application(tkinter=self.tkinter, view=self)
self.auto_update()
self.app.mainloop()
def update(self, seconds, state):
time_string = time.strftime(TIME_FORMAT, time.gmtime(seconds))
is_running = state == State.RUNNING
is_idle = state == State.IDLE
self.app.update_widgets(time_string, is_running, is_idle)
def auto_update(self):
self.presenter.update_time()
self.presenter.update_view()
# schedule a call to auto_update() after some time interval
self.app.after(UPDATE_TIME_MSEC, self.auto_update)
# Widget interaction handlers
def handle_start(self):
self.presenter.handle_event(Button.START)
def handle_reset(self):
self.presenter.handle_event(Button.RESET)
def handle_quit(self):
self.tkinter.destroy()
def OnButtonEdit(self, evt):
if self.textModified: # text has newer value
self.value = self.GetValue()
dlg = ContentHelpListDialog(self, self.value)
if dlg.ShowModal() == wx.ID_OK:
value = []
for i in range(dlg.list.GetItemCount()):
value.append((str(dlg.list.GetItem(i, 0).GetText()),
str(dlg.list.GetItem(i, 1).GetText()),
str(dlg.list.GetItem(i, 2).GetText())))
self.SetValue(value)
Presenter.setApplied(False)
self.textModified = False
dlg.Destroy()
def OnPickFont(self, evt):
font = evt.GetFont()
if font.GetEncoding() == wx.FONTENCODING_SYSTEM:
encName = ''
else:
encName = wx.FontMapper.GetEncodingName(font.GetEncoding()).encode()
value = {'size': str(font.GetPointSize()),
'family': fontFamiliesWx2Xml.get(font.GetFamily(), "default"),
'style': fontStylesWx2Xml.get(font.GetStyle(), "normal"),
'weight': fontWeightsWx2Xml.get(font.GetWeight(), "normal"),
'underlined': str(int(font.GetUnderlined())),
'face': font.GetFaceName().encode(),
'encoding': encName}
self.SetValue(value)
Presenter.setApplied(False)
def OnButtonEdit(self, evt):
if self.textModified: # text has newer value
try:
self.value = self.text.GetValue().split('|')
except ValueError:
self.value = []
dlg = IntListDialog(self, self.value)
if dlg.ShowModal() == wx.ID_OK:
value = []
for i in range(dlg.list.GetCount()):
value.append(dlg.list.GetString(i))
self.SetValue(value)
Presenter.setApplied()
self.textModified = False
dlg.Destroy()
def OnPickFont(self, evt):
font = evt.GetFont()
if font.GetEncoding() == wx.FONTENCODING_SYSTEM:
encName = ''
else:
encName = wx.FontMapper.GetEncodingName(font.GetEncoding()).encode()
value = {'size': str(font.GetPointSize()),
'family': fontFamiliesWx2Xml.get(font.GetFamily(), "default"),
'style': fontStylesWx2Xml.get(font.GetStyle(), "normal"),
'weight': fontWeightsWx2Xml.get(font.GetWeight(), "normal"),
'underlined': str(int(font.GetUnderlined())),
'face': font.GetFaceName().encode(),
'encoding': encName}
self.SetValue(value)
Presenter.setApplied(False)
def find_poster(user_id):
"""
User's Profile Page.
"""
presenter = Presenter(user_id)
response = {
'header': 'OpenREC',
'user_id': user_id,
'top_favorites': presenter.get_posters('TF', 8),
'nearest_neighbours': presenter.get_posters('NN', 8),
'latent_factors': presenter.get_posters('LF', 8)
}
return render_template('user.html', data=response)
def OnButtonEdit(self, evt):
if self.textModified: # text has newer value
try:
self.value = self.text.GetValue().split('|')
except ValueError:
self.value = []
dlg = IntListDialog(self, self.value)
if dlg.ShowModal() == wx.ID_OK:
value = []
for i in range(dlg.list.GetCount()):
value.append(dlg.list.GetString(i))
self.SetValue(value)
Presenter.setApplied()
self.textModified = False
dlg.Destroy()
def _cg_bcg_bcbcg_blcg_exp(self, block_size):
""" """
print("_cg_bcg_bcbcg_least_square_exp starting, ... ")
self._BB_1 = np.random.random((self._mat.shape[0], 1))
self._BX_1 = np.ones((self._mat.shape[1], 1))
self._BB_X = np.random.random((self._mat.shape[0], block_size))
self._BX_X = np.ones((self._mat.shape[1], block_size))
#line 1
bcg_solver_obj = NativeBlockConjugateGradient(self._mat, self._BX_1,
self._BB_1, self._tol,
self._maxiter)
self._final_X_cg, self._final_R_cg, self._residual_hist_cg = bcg_solver_obj.bcg_variant_lstsq_run(
0)
##line 2
bcg_solver_obj = NativeBlockConjugateGradient(self._mat, self._BX_X,
self._BB_X, self._tol,
self._maxiter)
self._final_X_bcg_mX, self._final_R_bcg_mX, self._residual_hist_bcg_mX = bcg_solver_obj.bcg_variant_lstsq_run(
0)
#line 3
bcbcg_solver_obj = BCBCG()
self._final_x_bcbcg_m1sY, self._final_r_bcbcg_m1sY, self._residual_hist_bcbcg_m1sY = \
bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_1, self._BX_1, self._step_val, self._tol, self._maxiter, 0)
#line 4
bcbcg_solver_obj = BCBCG()
self._final_x_bcbcg_mXsY, self._final_r_bcbcg_mXsY, self._residual_hist_bcbcg_mXsY = \
bcbcg_solver_obj.bcbcg_solver_least_square(self._mat, self._BB_X, self._BX_X, self._step_val, self._tol, self._maxiter, 0)
#line 5
blbcg_solver_obj = BLBCG()
self._final_x_blbcg_mXsY, self._final_r_blbcg_mXsY, self._residual_hist_blbcg_mXsY = \
blbcg_solver_obj.blbcg_solver_least_square(self._mat, self._BB_X, self._BX_X, self._step_val, self._tol, self._maxiter, 0)
plot_worker = Presenter()
residual_list = [self._residual_hist_cg, self._residual_hist_bcg_mX, self._residual_hist_bcbcg_m1sY, \
self._residual_hist_bcbcg_mXsY, self._residual_hist_blbcg_mXsY]
legend_list = ["cg","bcg_m"+str(block_size), "bcbcg_m1_s"+str(self._step_val), \
"bcbcg_m"+str(block_size)+"s"+str(self._step_val), "blbcg_m"+str(block_size)+"s"+str(self._step_val)]
color_list = ["r", "k", "b", "g", "m"]
plot_worker.instant_plot_y_log10(
residual_list, "MG", "#iteration",
"$\\mathbf{log_{10}\\frac{||r_1||}{||b_1||}}$", legend_list,
color_list)
def OnTreeSelChanging(self, evt):
#TRACE('OnTreeSelChanging: %s=>%s', evt.GetOldItem(), evt.GetItem())
#TRACE('Selection: %s', self.tree.GetSelections())
if not self.tree.GetSelections(): return
# Permit multiple selection for same level only
state = wx.GetMouseState()
oldItem = evt.GetOldItem()
if oldItem and (state.ShiftDown() or state.ControlDown()) and \
self.tree.GetItemParent(oldItem) != self.tree.GetItemParent(evt.GetItem()):
evt.Veto()
self.frame.SetStatusText('Veto selection (not same level)')
return
# If panel has a pending undo, register it
if Presenter.panelIsDirty():
Presenter.registerUndoEdit()
evt.Skip()
