gd-mesh-utils 0.0.4

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gdmesh

gdmesh is a lightweight Python mesh utility library. It provides tools for mesh management, format-agnostic I/O, and remeshing capabilities, built on top of pyvista.

Installation

pip install gd-mesh-utils

Quick Start

1. Creating Meshes

Create meshes from points and cells:

import numpy as np
import gdmesh as gm

# Create a triangle mesh
points = np.array([
    [0, 0, 0],
    [1, 0, 0],
    [0.5, 1, 0],
])
cells = {"triangle": np.array([[0, 1, 2]])}
mesh = gm.Mesh(points=points, cells=cells)

2. Loading and Saving Meshes

Load and save meshes in various formats using meshio:

import gdmesh as gm

# Load mesh from file
mesh = gm.Mesh.load("input.stl")

# Or use convenience function
mesh = gm.load_mesh("input.vtk")

# Save mesh to file
mesh.save("output.obj")

3. Accessing Mesh Data

Access mesh components as numpy arrays:

# Get point coordinates
points = mesh.points  # Shape: (n_points, 3)

# Get cells
cells = mesh.cells  # Dict: {"triangle": array, ...}

# Get point and cell data
point_data = mesh.point_data  # Dict of arrays
cell_data = mesh.cell_data    # Dict of arrays

4. Remeshing

Remesh surfaces and volumes using pymmg (mmgs/mmg3d under the hood):

# Surface remeshing
remeshed = mesh.remesh_surface()

# Volume remeshing
remeshed = mesh.remesh_volume()

# Optional: provide MMG options
from gdmesh.remesh import MmgOptions
opts = MmgOptions(hmax=0.3, hmin=0.05, hausd=0.01, hgrad=1.3)
remeshed = mesh.remesh_surface(mmg_args=opts)

5. PyVista Integration

Access underlying pyvista mesh for advanced operations:

# Direct access to pyvista mesh
pv_mesh = mesh.pv_mesh

# Use any pyvista functionality
pv_mesh.plot()
pv_mesh.compute_normals()

6. Plotter

Use the built-in Plotter wrapper for quick visualization while accepting gdmesh.Mesh instances directly:

import gdmesh as gm

mesh = gm.Mesh.load("input.vtk")
with gm.Plotter(off_screen=True) as pl:
    pl.add_mesh(mesh)
    pl.save("preview.png")

7. Integration with gdutils

Use with gdutils Container for organized mesh management:

import gdutils as gd
import gdmesh as gm

out = gd.fPath(__file__, "out")
with gd.Container(out / "meshes") as ct:
    # Load mesh
    mesh = gm.Mesh.load("input.stl")
    
    # Remesh
    remeshed = mesh.remesh_surface()
    
    # Save to container
    remeshed.save(ct / "remeshed.stl")
    
# Access later
print(ct.remeshed)  # Path to remeshed mesh

Features

• Mesh Types: Support for points, lines, triangles, and tetrahedra in 3D
• Format Agnostic: Read/write many formats via meshio (STL, OBJ, VTK, PLY, etc.)
• Remeshing: Surface and volume remeshing using pymmg
• PyVista Wrapper: Full access to pyvista functionality
• Clean API: Simple, intuitive interface similar to gdutils

Supported Mesh Types

• Points: Point clouds
• Lines: Line segments
• Triangles: Triangular surface meshes
• Tetrahedra: Tetrahedral volume meshes

Supported Formats

All formats supported by meshio, including:

• STL, OBJ, PLY
• VTK, VTP, VTU
• Gmsh (.msh)
• Abaqus (.inp)
• And many more...