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# # Mesh generation with Gmsh
#
# Copyright (C) 2020-2023 Garth N. Wells and Jørgen S. Dokken
#
# ```{admonition} Download sources
# :class: download
# * {download}`Python script <./demo_gmsh.py>`
# * {download}`Jupyter notebook <./demo_gmsh.ipynb>`
# ```
# This demo shows how to create meshes using the Gmsh Python interface.
#
# The Gmsh module is required for this demo.
# +
from mpi4py import MPI
import gmsh # type: ignore
from dolfinx.io import XDMFFile
from dolfinx.io import gmsh as gmshio
# -
# ## Gmsh model builders
#
# The following functions add Gmsh meshes to a 'model'.
# +
def gmsh_sphere(model: gmsh.model, name: str) -> gmsh.model:
"""Create a Gmsh model of a sphere and tag sub entitites
from all co-dimensions (peaks, ridges, facets and cells).
Args:
model: Gmsh model to add the mesh to.
name: Name (identifier) of the mesh to add.
Returns:
Gmsh model with a sphere mesh added.
"""
model.add(name)
model.setCurrent(name)
sphere = model.occ.addSphere(0, 0, 0, 1, tag=1)
# Synchronize OpenCascade representation with gmsh model
model.occ.synchronize()
# Add physical tag for sphere
model.add_physical_group(dim=3, tags=[sphere], tag=1)
# Embed all sub-entities from the GMSH model into the sphere and tag
# them
for dim in [0, 1, 2]:
entities = model.getEntities(dim)
entity_ids = [entity[1] for entity in entities]
model.mesh.embed(dim, entity_ids, 3, sphere)
model.add_physical_group(dim=dim, tags=entity_ids, tag=dim)
# Generate the mesh
model.mesh.generate(dim=3)
return model
def gmsh_sphere_minus_box(model: gmsh.model, name: str) -> gmsh.model:
"""Create a Gmsh model of a sphere with a box from the sphere removed.
Args:
model: Gmsh model to add the mesh to.
name: Name (identifier) of the mesh to add.
Returns:
Gmsh model with a sphere mesh added.
"""
model.add(name)
model.setCurrent(name)
sphere_dim_tags = model.occ.addSphere(0, 0, 0, 1)
box_dim_tags = model.occ.addBox(0, 0, 0, 1, 1, 1)
model_dim_tags = model.occ.cut([(3, sphere_dim_tags)], [(3, box_dim_tags)])
model.occ.synchronize()
# Add physical tag 1 for exterior surfaces
boundary = model.getBoundary(model_dim_tags[0], oriented=False)
boundary_ids = [b[1] for b in boundary]
model.addPhysicalGroup(2, boundary_ids, tag=1)
model.setPhysicalName(2, 1, "Sphere surface")
# Add physical tag 2 for the volume
volume_entities = [model[1] for model in model.getEntities(3)]
model.addPhysicalGroup(3, volume_entities, tag=2)
model.setPhysicalName(3, 2, "Sphere volume")
model.mesh.generate(dim=3)
return model
def gmsh_ring(model: gmsh.model, name: str) -> gmsh.model:
"""Create a Gmsh model of a ring-type geometry using hexahedral cells.
Args:
model: Gmsh model to add the mesh to.
name: Name (identifier) of the mesh to add.
Returns:
Gmsh model with a sphere mesh added.
"""
model.add(name)
model.setCurrent(name)
# Recombine tetrahedra to hexahedra
gmsh.option.setNumber("Mesh.RecombinationAlgorithm", 2)
gmsh.option.setNumber("Mesh.RecombineAll", 2)
gmsh.option.setNumber("Mesh.CharacteristicLengthFactor", 1)
circle = model.occ.addDisk(0, 0, 0, 1, 1)
circle_inner = model.occ.addDisk(0, 0, 0, 0.5, 0.5)
cut = model.occ.cut([(2, circle)], [(2, circle_inner)])[0]
extruded_geometry = model.occ.extrude(cut, 0, 0, 0.5, numElements=[5], recombine=True)
model.occ.synchronize()
model.addPhysicalGroup(2, [cut[0][1]], tag=1)
model.setPhysicalName(2, 1, "2D cylinder")
boundary_entities = model.getEntities(2)
other_boundary_entities = []
for entity in boundary_entities:
if entity != cut[0][1]:
other_boundary_entities.append(entity[1])
model.addPhysicalGroup(2, other_boundary_entities, tag=3)
model.setPhysicalName(2, 3, "Remaining boundaries")
model.mesh.generate(3)
model.mesh.setOrder(2)
volume_entities = []
for entity in extruded_geometry:
if entity[0] == 3:
volume_entities.append(entity[1])
model.addPhysicalGroup(3, volume_entities, tag=1)
model.setPhysicalName(3, 1, "Mesh volume")
return model
# -
# ## DOLFINx mesh creation and file output
#
# The following function creates a DOLFINx mesh from a Gmsh model, and
# cell and facets tags. The mesh and the tags are written to an XDMF file
# for visualisation, e.g. using ParaView.
# +
def create_mesh(comm: MPI.Comm, model: gmsh.model, name: str, filename: str, mode: str):
"""Create a DOLFINx from a Gmsh model and output to file.
Args:
comm: MPI communicator top create the mesh on.
model: Gmsh model.
name: Name (identifier) of the mesh to add.
filename: XDMF filename.
mode: XDMF file mode. "w" (write) or "a" (append).
"""
mesh_data = gmshio.model_to_mesh(model, comm, rank=0)
mesh_data.mesh.name = name
if mesh_data.cell_tags is not None:
mesh_data.cell_tags.name = f"{name}_cells"
if mesh_data.facet_tags is not None:
mesh_data.facet_tags.name = f"{name}_facets"
if mesh_data.ridge_tags is not None:
mesh_data.ridge_tags.name = f"{name}_ridges"
if mesh_data.peak_tags is not None:
mesh_data.peak_tags.name = f"{name}_peaks"
with XDMFFile(mesh_data.mesh.comm, filename, mode) as file:
mesh_data.mesh.topology.create_connectivity(2, 3)
mesh_data.mesh.topology.create_connectivity(1, 3)
mesh_data.mesh.topology.create_connectivity(0, 3)
file.write_mesh(mesh_data.mesh)
if mesh_data.cell_tags is not None:
file.write_meshtags(
mesh_data.cell_tags,
mesh_data.mesh.geometry,
geometry_xpath=f"/Xdmf/Domain/Grid[@Name='{name}']/Geometry",
)
if mesh_data.facet_tags is not None:
file.write_meshtags(
mesh_data.facet_tags,
mesh_data.mesh.geometry,
geometry_xpath=f"/Xdmf/Domain/Grid[@Name='{name}']/Geometry",
)
if mesh_data.ridge_tags is not None:
file.write_meshtags(
mesh_data.ridge_tags,
mesh_data.mesh.geometry,
geometry_xpath=f"/Xdmf/Domain/Grid[@Name='{name}']/Geometry",
)
if mesh_data.peak_tags is not None:
file.write_meshtags(
mesh_data.peak_tags,
mesh_data.mesh.geometry,
geometry_xpath=f"/Xdmf/Domain/Grid[@Name='{name}']/Geometry",
)
# -
# ## Generate meshes
# Create a Gmsh model and set the verbosity level.
# +
gmsh.initialize()
gmsh.option.setNumber("General.Terminal", 0)
# Create model
model = gmsh.model()
# -
# First, we create a Gmsh model of a sphere using tetrahedral cells
# (linear geometry), then create independent meshes on each MPI rank and
# write each mesh to an XDMF file. The MPI rank is appended to the
# filename since the meshes are not distributed.
# +
model = gmsh_sphere(model, "Sphere")
model.setCurrent("Sphere")
create_mesh(MPI.COMM_SELF, model, "sphere", f"out_gmsh/mesh_rank_{MPI.COMM_WORLD.rank}.xdmf", "w")
# -
# Next, we create a Gmsh model of a sphere with a box removed and using
# tetrahedral cells (linear geometry), then create a distributed mesh.
# The distributed mesh is written to file. The write option ``"w"`` is
# passed to create a new XDMF file.
# +
model = gmsh_sphere_minus_box(model, "Sphere minus box")
model.setCurrent("Sphere minus box")
create_mesh(MPI.COMM_WORLD, model, "ball_d1", "out_gmsh/mesh.xdmf", "w")
# -
# For the mesh of the sphere with a box remove, we can increase the
# degree of the geometry representation to 2 (quadratic geometry
# representation). The higher-order distributed mesh is appended to the
# XDMF file.
# +
model.mesh.generate(3)
gmsh.option.setNumber("General.Terminal", 1)
model.mesh.setOrder(2)
gmsh.option.setNumber("General.Terminal", 0)
create_mesh(MPI.COMM_WORLD, model, "ball_d2", "out_gmsh/mesh.xdmf", "a")
# -
# Finally, we create a distributed mesh using hexahedral cells of
# geometric degree 2, and append the mesh to the XDMF file.
# +
model = gmsh_ring(model, "Hexahedral mesh")
model.setCurrent("Hexahedral mesh")
create_mesh(MPI.COMM_WORLD, model, "hex_d2", "out_gmsh/mesh.xdmf", "a")
# -
# The generated meshes can be visualised using
# [ParaView](https://www.paraview.org/).
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