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create/src/Mod/Fem/feminout/importToolsFem.py

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Python

# ***************************************************************************
# * Copyright (c) 2017 Bernd Hahnebach <bernd@bimstatik.org> *
# * *
# * This file is part of the FreeCAD CAx development system. *
# * *
# * This program is free software; you can redistribute it and/or modify *
# * it under the terms of the GNU Lesser General Public License (LGPL) *
# * as published by the Free Software Foundation; either version 2 of *
# * the License, or (at your option) any later version. *
# * for detail see the LICENCE text file. *
# * *
# * This program is distributed in the hope that it will be useful, *
# * but WITHOUT ANY WARRANTY; without even the implied warranty of *
# * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the *
# * GNU Library General Public License for more details. *
# * *
# * You should have received a copy of the GNU Library General Public *
# * License along with this program; if not, write to the Free Software *
# * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA 02111-1307 *
# * USA *
# * *
# ***************************************************************************
__title__ = "FreeCAD FEM import tools"
__author__ = "Bernd Hahnebach"
__url__ = "http://www.freecadweb.org"
## @package importToolsFem
# \ingroup FEM
# \brief FreeCAD FEM import tools
import FreeCAD
from FreeCAD import Console
def get_FemMeshObjectMeshGroups(
fem_mesh_obj
):
"""
Get mesh groups from mesh.
"""
# this method is not really needed. It is used in Fenics mesh only.
# there was an exception handling if there was no Group property, but
# any FemMesh should have the Group property
# if not it would be a bug SMESH
return fem_mesh_obj.FemMesh.Groups
def get_FemMeshObjectOrder(
fem_mesh_obj
):
"""
Gets element order. Element order counting based on number of nodes on
edges. Edge with 2 nodes -> linear elements, Edge with 3 nodes ->
quadratic elements, and so on. No edges in mesh -> not determined.
(Is this possible? Seems to be a very degenerate case.)
If there are edges with different number of nodes appearing, return
list of orders.
"""
presumable_order = None
edges = fem_mesh_obj.FemMesh.Edges
if edges != ():
edges_length_set = list({len(fem_mesh_obj.FemMesh.getElementNodes(e)) for e in edges})
# only need set to eliminate double entries
if len(edges_length_set) == 1:
presumable_order = edges_length_set[0] - 1
else:
presumable_order = [el - 1 for el in edges_length_set]
else:
Console.PrintMessage(
"Found no edges in mesh: Element order determination does not work without them.\n"
)
return presumable_order
def get_FemMeshObjectDimension(
fem_mesh_obj
):
""" Count all entities in an abstract sense, to distinguish which dimension the mesh is
(i.e. linemesh, facemesh, volumemesh)
"""
dim = None
if fem_mesh_obj.FemMesh.Nodes != ():
dim = 0
if fem_mesh_obj.FemMesh.Edges != ():
dim = 1
if fem_mesh_obj.FemMesh.Faces != ():
dim = 2
if fem_mesh_obj.FemMesh.Volumes != ():
dim = 3
return dim
def get_FemMeshObjectElementTypes(
fem_mesh_obj,
remove_zero_element_entries=True
):
"""
Spit out all elements in the mesh with their appropriate dimension.
"""
FreeCAD_element_names_dims = {
"Node": 0, "Edge": 1, "Hexa": 3, "Polygon": 2, "Polyhedron": 3,
"Prism": 3, "Pyramid": 3, "Quadrangle": 2, "Tetra": 3, "Triangle": 2}
eval_dict = locals() # to access local variables from eval
elements_list_with_zero = [(
eval("fem_mesh_obj.FemMesh." + s + "Count", eval_dict), s, d
) for (s, d) in FreeCAD_element_names_dims.items()]
# ugly but necessary
if remove_zero_element_entries:
elements_list = [(num, s, d) for (num, s, d) in elements_list_with_zero if num > 0]
else:
elements_list = elements_list_with_zero
return elements_list
def get_MaxDimElementFromList(
elem_list
):
"""
Gets element with the maximal dimension in the mesh to determine cells.
"""
elem_list.sort(key=lambda t: t[2])
return elem_list[-1]
def make_femmesh(
mesh_data
):
""" makes an FreeCAD FEM Mesh object from FEM Mesh data
"""
import Fem
mesh = Fem.FemMesh()
m = mesh_data
if ("Nodes" in m) and (len(m["Nodes"]) > 0):
FreeCAD.Console.PrintLog("Found: nodes\n")
if (
("Seg2Elem" in m)
or ("Seg3Elem" in m)
or ("Tria3Elem" in m)
or ("Tria6Elem" in m)
or ("Quad4Elem" in m)
or ("Quad8Elem" in m)
or ("Tetra4Elem" in m)
or ("Tetra10Elem" in m)
or ("Penta6Elem" in m)
or ("Penta15Elem" in m)
or ("Hexa8Elem" in m)
or ("Hexa20Elem" in m)
):
nds = m["Nodes"]
FreeCAD.Console.PrintLog("Found: elements\n")
for i in nds:
n = nds[i]
mesh.addNode(n[0], n[1], n[2], i)
elms_hexa8 = m["Hexa8Elem"]
for i in elms_hexa8:
e = elms_hexa8[i]
mesh.addVolume([e[0], e[1], e[2], e[3], e[4], e[5], e[6], e[7]], i)
elms_penta6 = m["Penta6Elem"]
for i in elms_penta6:
e = elms_penta6[i]
mesh.addVolume([e[0], e[1], e[2], e[3], e[4], e[5]], i)
elms_tetra4 = m["Tetra4Elem"]
for i in elms_tetra4:
e = elms_tetra4[i]
mesh.addVolume([e[0], e[1], e[2], e[3]], i)
elms_tetra10 = m["Tetra10Elem"]
for i in elms_tetra10:
e = elms_tetra10[i]
mesh.addVolume([e[0], e[1], e[2], e[3], e[4], e[5], e[6], e[7], e[8], e[9]], i)
elms_penta15 = m["Penta15Elem"]
for i in elms_penta15:
e = elms_penta15[i]
mesh.addVolume([e[0], e[1], e[2], e[3], e[4], e[5], e[6], e[7], e[8], e[9],
e[10], e[11], e[12], e[13], e[14]], i)
elms_hexa20 = m["Hexa20Elem"]
for i in elms_hexa20:
e = elms_hexa20[i]
mesh.addVolume([
e[0], e[1], e[2], e[3], e[4], e[5], e[6], e[7], e[8], e[9],
e[10], e[11], e[12], e[13], e[14], e[15], e[16], e[17], e[18], e[19]
], i)
elms_tria3 = m["Tria3Elem"]
for i in elms_tria3:
e = elms_tria3[i]
mesh.addFace([e[0], e[1], e[2]], i)
elms_tria6 = m["Tria6Elem"]
for i in elms_tria6:
e = elms_tria6[i]
mesh.addFace([e[0], e[1], e[2], e[3], e[4], e[5]], i)
elms_quad4 = m["Quad4Elem"]
for i in elms_quad4:
e = elms_quad4[i]
mesh.addFace([e[0], e[1], e[2], e[3]], i)
elms_quad8 = m["Quad8Elem"]
for i in elms_quad8:
e = elms_quad8[i]
mesh.addFace([e[0], e[1], e[2], e[3], e[4], e[5], e[6], e[7]], i)
elms_seg2 = m["Seg2Elem"]
for i in elms_seg2:
e = elms_seg2[i]
mesh.addEdge([e[0], e[1]], i)
elms_seg3 = m["Seg3Elem"]
for i in elms_seg3:
e = elms_seg3[i]
mesh.addEdge([e[0], e[1], e[2]], i)
Console.PrintLog(
"imported mesh: {} nodes, {} HEXA8, {} PENTA6, {} TETRA4, {} TETRA10, {} PENTA15\n"
.format(
len(nds),
len(elms_hexa8),
len(elms_penta6),
len(elms_tetra4),
len(elms_tetra10),
len(elms_penta15)
)
)
Console.PrintLog(
"imported mesh: {} "
"HEXA20, {} TRIA3, {} TRIA6, {} QUAD4, {} QUAD8, {} SEG2, {} SEG3\n"
.format(
len(elms_hexa20),
len(elms_tria3),
len(elms_tria6),
len(elms_quad4),
len(elms_quad8),
len(elms_seg2),
len(elms_seg3)
)
)
else:
Console.PrintError("No Elements found!\n")
else:
Console.PrintError("No Nodes found!\n")
return mesh
def make_dict_from_femmesh(
femmesh
):
"""
Converts FemMesh into dictionary structure which can immediately used
from importToolsFem.make_femmesh(mesh_data) to create a valid FEM mesh.
"""
# this dict can be easily saved and reloaded by yaml
# see importYamlJasonMesh for a implementation
mesh_data = {}
seg2 = []
seg3 = []
tri3 = []
tri6 = []
quad4 = []
quad8 = []
tet4 = []
tet10 = []
hex8 = []
hex20 = []
pent6 = []
pent15 = []
# associations for lengths of tuples to different
# edge, face, and volume elements
len_to_edge = {2: seg2, 3: seg3}
len_to_face = {3: tri3, 6: tri6, 4: quad4, 8: quad8}
len_to_volume = {
4: tet4,
10: tet10,
8: hex8,
20: hex20,
6: pent6,
15: pent15
}
# analyze edges
for e in femmesh.Edges:
t = femmesh.getElementNodes(e)
len_to_edge[len(t)].append((e, t))
# analyze faces
for f in femmesh.Faces:
t = femmesh.getElementNodes(f)
len_to_face[len(t)].append((f, t))
# analyze volumes
for v in femmesh.Volumes:
t = femmesh.getElementNodes(v)
len_to_volume[len(t)].append((v, t))
mesh_data = {
"Nodes": dict([(k, (v.x, v.y, v.z))
for (k, v) in femmesh.Nodes.items()]),
"Seg2Elem": dict(seg2),
"Seg3Elem": dict(seg3),
"Tria3Elem": dict(tri3),
"Tria6Elem": dict(tri6),
"Quad4Elem": dict(quad4),
"Quad8Elem": dict(quad8),
"Tetra4Elem": dict(tet4),
"Tetra10Elem": dict(tet10),
"Hexa8Elem": dict(hex8),
"Hexa20Elem": dict(hex20),
"Penta6Elem": dict(pent6),
"Penta15Elem": dict(pent15),
"Groups": dict([(
group_num, (
femmesh.getGroupName(group_num),
femmesh.getGroupElements(group_num)
)
) for group_num in femmesh.Groups])
}
# no pyr5, pyr13?
# no groups?
return mesh_data
def fill_femresult_mechanical(
res_obj,
result_set
):
""" fills a FreeCAD FEM mechanical result object with result data
"""
if "number" in result_set:
eigenmode_number = result_set["number"]
else:
eigenmode_number = 0
if "time" in result_set:
step_time = result_set["time"]
step_time = round(step_time, 2)
# if disp exists, fill res_obj.NodeNumbers and
# res_obj.DisplacementVectors as well as stress and strain
# furthermore the eigenmode number
if "disp" in result_set:
disp = result_set["disp"]
res_obj.DisplacementVectors = list(map((lambda x: x), disp.values()))
res_obj.NodeNumbers = list(disp.keys())
# fill res_obj.NodeStressXX etc if they exist in result_set
# list values are just added
# Should we check if the key in stress and strain dict
# is the same as the number in NodeNumbers?
if "stress" in result_set:
stress = result_set["stress"]
Sxx = []
Syy = []
Szz = []
Sxy = []
Sxz = []
Syz = []
# values_S .. stress_tensor .. (Sxx, Syy, Szz, Sxy, Sxz, Syz)
for i, values_S in enumerate(stress.values()):
Sxx.append(values_S[0])
Syy.append(values_S[1])
Szz.append(values_S[2])
Sxy.append(values_S[3])
Sxz.append(values_S[4])
Syz.append(values_S[5])
res_obj.NodeStressXX = Sxx
res_obj.NodeStressYY = Syy
res_obj.NodeStressZZ = Szz
res_obj.NodeStressXY = Sxy
res_obj.NodeStressXZ = Sxz
res_obj.NodeStressYZ = Syz
# fill res_obj.NodeStrainXX etc if they exist in result_set
if "strain" in result_set:
strain = result_set["strain"]
Exx = []
Eyy = []
Ezz = []
Exy = []
Exz = []
Eyz = []
# values_E .. straintuple .. (Exx, Eyy, Ezz, Exy, Exz, Eyz)
for i, values_E in enumerate(strain.values()):
Exx.append(values_E[0])
Eyy.append(values_E[1])
Ezz.append(values_E[2])
Exy.append(values_E[3])
Exz.append(values_E[4])
Eyz.append(values_E[5])
res_obj.NodeStrainXX = Exx
res_obj.NodeStrainYY = Eyy
res_obj.NodeStrainZZ = Ezz
res_obj.NodeStrainXY = Exy
res_obj.NodeStrainXZ = Exz
res_obj.NodeStrainYZ = Eyz
# fill Equivalent Plastic strain if they exist
if "peeq" in result_set:
Peeq = result_set["peeq"]
if len(Peeq) > 0:
if len(Peeq.values()) != len(disp.values()):
# how is this possible? An example is needed!
Console.PrintError("PEEQ seams to have exptra nodes.\n")
Pe = []
Pe_extra_nodes = list(Peeq.values())
nodes = len(disp.values())
for i in range(nodes):
Pe_value = Pe_extra_nodes[i]
Pe.append(Pe_value)
res_obj.Peeq = Pe
else:
res_obj.Peeq = list(Peeq.values())
# fill eigenmode number if they exist
if eigenmode_number > 0:
res_obj.Eigenmode = eigenmode_number
# fill res_obj.Temperature if they exist
# TODO, check if it is possible to have Temperature without disp
# we would need to set NodeNumbers than
if "temp" in result_set:
Temperature = result_set["temp"]
if len(Temperature) > 0:
if len(Temperature.values()) != len(disp.values()):
Temp = []
Temp_extra_nodes = list(Temperature.values())
nodes = len(disp.values())
for i in range(nodes):
# how is this possible? An example is needed!
Console.PrintError("Temperature seams to have exptra nodes.\n")
Temp_value = Temp_extra_nodes[i]
Temp.append(Temp_value)
res_obj.Temperature = list(map((lambda x: x), Temp))
else:
res_obj.Temperature = list(map((lambda x: x), Temperature.values()))
res_obj.Time = step_time
# fill res_obj.MassFlow
if "mflow" in result_set:
MassFlow = result_set["mflow"]
if len(MassFlow) > 0:
res_obj.MassFlowRate = list(map((lambda x: x), MassFlow.values()))
res_obj.Time = step_time
# disp does not exist, res_obj.NodeNumbers needs to be set
res_obj.NodeNumbers = list(MassFlow.keys())
# fill res_obj.NetworkPressure, disp does not exist, see MassFlow
if "npressure" in result_set:
NetworkPressure = result_set["npressure"]
if len(NetworkPressure) > 0:
res_obj.NetworkPressure = list(map((lambda x: x), NetworkPressure.values()))
res_obj.Time = step_time
return res_obj