def draw_buttons(self, context, layout):
row = layout.row()
row.scale_y = 4.0
opera = row.operator('node.sverchok_object_insertion', text='G E T')
opera.node_name = self.name
opera.tree_name = self.id_data.name
opera.grup_name = self.groupname
opera.sort = self.sort
row = layout.row(align=True)
row.prop(self, 'groupname', text='')
row.prop(self, 'sort', text='Sort objects')
row = layout.row(align=True)
row.prop(self, "modifiers", text="Post modifiers")
# row = layout.row(align=True)
row.prop(self, "vergroups", text="Vert groups")
handle = handle_read(self.name+self.id_data.name)
if self.objects_local:
if handle[0]:
for i, o in enumerate(handle[1]):
if i > 4:
layout.label('. . . more '+str(len(handle[1])-5)+' items')
break
layout.label(o)
else:
handle_write(self.name+self.id_data.name, literal_eval(self.objects_local))
else:
layout.label('--None--')
def draw_buttons(self, context, layout):
row = layout.row()
row.scale_y = 4.0
opera = row.operator('node.sverchok_object_insertion', text='G E T')
opera.node_name = self.name
opera.tree_name = self.id_data.name
opera.grup_name = self.groupname
opera.sort = self.sort
row = layout.row(align=True)
row.prop(self, 'groupname', text='')
row.prop(self, 'sort', text='Sort objects')
row = layout.row(align=True)
row.prop(self, "modifiers", text="Post modifiers")
# row = layout.row(align=True)
row.prop(self, "vergroups", text="Vert groups")
handle = handle_read(self.name + self.id_data.name)
if self.objects_local:
if handle[0]:
for i, o in enumerate(handle[1]):
if i > 4:
layout.label('. . . more ' + str(len(handle[1]) - 5) +
' items')
break
layout.label(o)
else:
handle_write(self.name + self.id_data.name,
literal_eval(self.objects_local))
else:
layout.label('--None--')
def execute(self, context):
if self.typ == 1:
handle = handle_read(self.handle_name)
prop = handle[1]
Elman = SvNeuro_Elman()
if handle[0]:
prop['wA']=Elman.init_w(prop['InA'], prop['InB'], prop['trashold'])
prop['wB']=Elman.init_w(prop['InB'], prop['InC'], prop['trashold'])
handle_write(self.handle_name, prop)
return {'FINISHED'}
def execute(self, context):
if self.typ == 1:
handle = handle_read(self.handle_name)
prop = handle[1]
Elman = SvNeuro_Elman()
if handle[0]:
prop['wA'] = Elman.init_w(prop['InA'], prop['InB'],
prop['trashold'])
prop['wB'] = Elman.init_w(prop['InB'], prop['InC'],
prop['trashold'])
handle_write(self.handle_name, prop)
return {'FINISHED'}
def enable(self, name_no, name_tr, handle, sorting):
objects = []
if self.grup_name and bpy.data.groups[self.grup_name].objects:
objs = bpy.data.groups[self.grup_name].objects
elif bpy.context.selected_objects:
objs = bpy.context.selected_objects
else:
self.report('Go home, you tired, there is no object selected')
return
for o in objs:
objects.append(o.name)
if sorting:
objects.sort()
handle_write(name_no+name_tr, objects)
# временное решение с группой. надо решать, как достать имя группы узлов
if bpy.data.node_groups[name_tr]:
handle = handle_read(name_no+name_tr)
#print ('exec',name)
bpy.data.node_groups[name_tr].nodes[name_no].objects_local = str(handle[1])
def enable(self, name_no, name_tr, handle, sorting):
objects = []
if self.grup_name and bpy.data.groups[self.grup_name].objects:
objs = bpy.data.groups[self.grup_name].objects
elif bpy.context.selected_objects:
objs = bpy.context.selected_objects
else:
self.report({'WARNING'}, 'No object selected')
return
for o in objs:
objects.append(o.name)
if sorting:
objects.sort()
handle_write(name_no + name_tr, objects)
# временное решение с группой. надо решать, как достать имя группы узлов
if bpy.data.node_groups[name_tr]:
handle = handle_read(name_no + name_tr)
#print ('exec',name)
bpy.data.node_groups[name_tr].nodes[name_no].objects_local = str(
handle[1])
def update(self):
# check for grouping socket
if self.vergroups and not ('Vers_grouped' in self.outputs):
self.outputs.new('StringsSocket', "Vers_grouped", "Vers_grouped")
elif not self.vergroups and ('Vers_grouped' in self.outputs):
self.outputs.remove(self.outputs['Vers_grouped'])
name = self.name + self.id_data.name
handle = handle_read(name)
#print (handle)
if self.objects_local:
# bpy.ops.node.sverchok_object_insertion(node_name=self.name, tree_name=self.id_data.name, grup_name=self.groupname)
# not updating. need to understand mechanic of update
self.use_custom_color = True
self.color = (0, 0.5, 0.2)
else:
self.use_custom_color = True
self.color = (0, 0.1, 0.05)
if self.objects_local and not handle[0]:
handle_write(name, literal_eval(self.objects_local))
elif handle[0]:
objs = handle[1]
edgs_out = []
vers_out = []
vers_out_grouped = []
pols_out = []
mtrx_out = []
for obj_ in objs: # names of objects
edgs = []
vers = []
vers_grouped = []
pols = []
mtrx = []
obj = bpy.data.objects[obj_] # objects itself
if obj.type == 'EMPTY':
for m in obj.matrix_world:
mtrx.append(m[:])
else:
#obj_data = obj.data
# post modifier geometry if ticked
scene = bpy.context.scene
settings = 'PREVIEW'
obj_data = obj.to_mesh(scene, self.modifiers, settings)
for m in obj.matrix_world:
mtrx.append(list(m))
for k, v in enumerate(obj_data.vertices):
if self.vergroups and v.groups.values():
vers_grouped.append(k)
vers.append(list(v.co))
for edg in obj_data.edges:
edgs.append([edg.vertices[0], edg.vertices[1]])
for p in obj_data.polygons:
pols.append(list(p.vertices))
bpy.data.meshes.remove(obj_data)
#print (vers, edgs, pols, mtrx)
edgs_out.append(edgs)
vers_out.append(vers)
vers_out_grouped.append(vers_grouped)
pols_out.append(pols)
mtrx_out.append(mtrx)
if vers_out[0]:
if 'Vertices' in self.outputs and self.outputs['Vertices'].links:
SvSetSocketAnyType(self, 'Vertices', vers_out)
if 'Edges' in self.outputs and self.outputs['Edges'].links:
SvSetSocketAnyType(self, 'Edges', edgs_out)
if 'Polygons' in self.outputs and self.outputs['Polygons'].links:
SvSetSocketAnyType(self, 'Polygons', pols_out)
if 'Vers_grouped' in self.outputs and self.outputs['Vers_grouped'].links:
SvSetSocketAnyType(self, 'Vers_grouped', vers_out_grouped)
if 'Matrixes' in self.outputs and self.outputs['Matrixes'].links:
SvSetSocketAnyType(self, 'Matrixes', mtrx_out)
def update(self):
handle_name = self.name + self.id_data.name
handle = handle_read(handle_name)
props = handle[1]
if not handle[0]:
props = {
'InA': 2,
'InB': 5,
'InC': 1,
'wA': [],
'wB': [],
'gister': 0.01,
'k_learning': 0.1,
'epsilon': 1.3,
'cycles': 3,
'trashold': 0.01,
'k_lambda': 0.0001
}
props['wA'] = self.Elman.init_w(props['InA'], props['InB'],
props['trashold'])
props['wB'] = self.Elman.init_w(props['InB'], props['InC'],
props['trashold'])
self.Elman.gister = abs(self.gisterezis)
self.Elman.k_learning = self.k_learning
result = []
if 'result' in self.outputs and len(self.outputs['result'].links) > 0 \
and 'data' in self.inputs and len(self.inputs['data'].links) > 0:
if 'etalon' in self.inputs and len(
self.inputs['etalon'].links) > 0:
etalon = SvGetSocketAnyType(self, self.inputs['etalon'])[0]
flag = True
else:
flag = False
etalon = [[0]]
if (props['InA']!=self.lA+1) or props['InB']!=self.lB or \
props['InC']!=self.lC:
props['InA'] = self.lA + 1
props['InB'] = self.lB
props['InC'] = self.lC
props['wA'] = self.Elman.init_w(props['InA'], props['InB'])
props['wB'] = self.Elman.init_w(props['InB'], props['InC'])
props['gister'] = self.gisterezis
props['k_learning'] = self.k_learning
props['epsilon'] = self.epsilon
props['k_lambda'] = self.k_lambda
props['cycles'] = self.cycles
props['trashold'] = self.treshold
data_ = SvGetSocketAnyType(self, self.inputs['data'])[0]
if type(etalon[0]) not in [list, tuple]: etalon = [etalon]
if type(data_[0]) not in [list, tuple]: data_ = [data_]
for idx, data in enumerate(data_):
let = len(etalon) - 1
eta = etalon[min(idx, let)]
data2 = [1.0] + data
if type(eta) not in [list, tuple]: eta = [eta]
result.append(
[self.Elman.neuro(data2, eta, self.maximum, flag, props)])
else:
result = [[[]]]
handle_write(handle_name, props)
SvSetSocketAnyType(self, 'result', result)
def update(self):
handle_name = self.name + self.id_data.name
handle = handle_read(handle_name)
props = handle[1]
if not handle[0]:
props = {'InA':2,
'InB':5,
'InC':1,
'wA':[],
'wB':[],
'gister':0.01,
'k_learning':0.1,
'epsilon':1.3,
'cycles':3,
'trashold':0.01,
'k_lambda':0.0001}
props['wA'] = self.Elman.init_w(props['InA'], props['InB'], props['trashold'])
props['wB'] = self.Elman.init_w(props['InB'], props['InC'], props['trashold'])
self.Elman.gister = abs(self.gisterezis)
self.Elman.k_learning = self.k_learning
result = []
if 'result' in self.outputs and len(self.outputs['result'].links) > 0 \
and 'data' in self.inputs and len(self.inputs['data'].links) > 0:
if 'etalon' in self.inputs and len(self.inputs['etalon'].links) > 0:
etalon = SvGetSocketAnyType(self, self.inputs['etalon'])[0]
flag = True
else:
flag = False
etalon = [[0]]
if (props['InA']!=self.lA+1) or props['InB']!=self.lB or \
props['InC']!=self.lC:
props['InA'] = self.lA+1
props['InB'] = self.lB
props['InC'] = self.lC
props['wA'] = self.Elman.init_w(props['InA'], props['InB'])
props['wB'] = self.Elman.init_w(props['InB'], props['InC'])
props['gister'] = self.gisterezis
props['k_learning'] = self.k_learning
props['epsilon'] = self.epsilon
props['k_lambda'] = self.k_lambda
props['cycles'] = self.cycles
props['trashold'] = self.treshold
data_ = SvGetSocketAnyType(self, self.inputs['data'])[0]
if type(etalon[0]) not in [list, tuple]: etalon = [etalon]
if type(data_[0]) not in [list, tuple]: data_ = [data_]
for idx, data in enumerate(data_):
let = len(etalon)-1
eta = etalon[min(idx,let)]
data2 = [1.0]+data
if type(eta) not in [list, tuple]: eta = [eta]
result.append([self.Elman.neuro(data2, eta, self.maximum, flag, props)])
else:
result = [[[]]]
handle_write(handle_name, props)
SvSetSocketAnyType(self, 'result', result)
def update(self):
# check for grouping socket
if self.vergroups and not ('Vers_grouped' in self.outputs):
self.outputs.new('StringsSocket', "Vers_grouped", "Vers_grouped")
elif not self.vergroups and ('Vers_grouped' in self.outputs):
self.outputs.remove(self.outputs['Vers_grouped'])
name = self.name + self.id_data.name
handle = handle_read(name)
#print (handle)
if self.objects_local:
# bpy.ops.node.sverchok_object_insertion(node_name=self.name, tree_name=self.id_data.name, grup_name=self.groupname)
# not updating. need to understand mechanic of update
self.use_custom_color = True
self.color = (0, 0.5, 0.2)
else:
self.use_custom_color = True
self.color = (0, 0.1, 0.05)
#reload handle if possible
if self.objects_local and not handle[0]:
handle_write(name, literal_eval(self.objects_local))
handle = handle_read(name)
if handle[0]:
objs = handle[1]
edgs_out = []
vers_out = []
vers_out_grouped = []
pols_out = []
mtrx_out = []
for obj_ in objs: # names of objects
edgs = []
vers = []
vers_grouped = []
pols = []
mtrx = []
obj = bpy.data.objects[obj_] # objects itself
if obj.type == 'EMPTY':
for m in obj.matrix_world:
mtrx.append(m[:])
else:
#obj_data = obj.data
# post modifier geometry if ticked
scene = bpy.context.scene
settings = 'PREVIEW'
# create a temporary mesh
obj_data = obj.to_mesh(scene, self.modifiers, settings)
for m in obj.matrix_world:
mtrx.append(list(m))
for k, v in enumerate(obj_data.vertices):
if self.vergroups and v.groups.values():
vers_grouped.append(k)
vers.append(list(v.co))
#for edg in obj_data.edges:
# edgs.append([edg.vertices[0], edg.vertices[1]])
edgs = obj_data.edge_keys
for p in obj_data.polygons:
pols.append(list(p.vertices))
# remove the temp mesh
bpy.data.meshes.remove(obj_data)
#print (vers, edgs, pols, mtrx)
edgs_out.append(edgs)
vers_out.append(vers)
vers_out_grouped.append(vers_grouped)
pols_out.append(pols)
mtrx_out.append(mtrx)
if vers_out[0]:
if 'Vertices' in self.outputs and self.outputs[
'Vertices'].links:
SvSetSocketAnyType(self, 'Vertices', vers_out)
if 'Edges' in self.outputs and self.outputs['Edges'].links:
SvSetSocketAnyType(self, 'Edges', edgs_out)
if 'Polygons' in self.outputs and self.outputs[
'Polygons'].links:
SvSetSocketAnyType(self, 'Polygons', pols_out)
if 'Vers_grouped' in self.outputs and self.outputs[
'Vers_grouped'].links:
SvSetSocketAnyType(self, 'Vers_grouped', vers_out_grouped)
if 'Matrixes' in self.outputs and self.outputs['Matrixes'].links:
SvSetSocketAnyType(self, 'Matrixes', mtrx_out)