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"""
.. _decimate_example:
Decimation
~~~~~~~~~~
Decimate a mesh
"""
# sphinx_gallery_thumbnail_number = 4
from __future__ import annotations
import pyvista as pv
from pyvista import examples
mesh = examples.download_face()
# Define a camera position that shows this mesh properly
cpos = [(0.4, -0.07, -0.31), (0.05, -0.13, -0.06), (-0.1, 1, 0.08)]
dargs = dict(show_edges=True, color=True)
# Preview the mesh
mesh.plot(cpos=cpos, **dargs)
# %%
# Now let's define a target reduction and compare the
# :func:`pyvista.PolyDataFilters.decimate` and
# :func:`pyvista.PolyDataFilters.decimate_pro` filters.
target_reduction = 0.7
print(f"Reducing {target_reduction * 100.0} percent out of the original mesh")
# %%
decimated = mesh.decimate(target_reduction)
decimated.plot(cpos=cpos, **dargs)
# %%
pro_decimated = mesh.decimate_pro(target_reduction, preserve_topology=True)
pro_decimated.plot(cpos=cpos, **dargs)
# %%
# Side by side comparison:
# sphinx_gallery_start_ignore
# text missing in interactive
PYVISTA_GALLERY_FORCE_STATIC = True
# sphinx_gallery_end_ignore
pl = pv.Plotter(shape=(1, 3))
pl.add_mesh(mesh, **dargs)
pl.add_text("Input mesh", font_size=24)
pl.camera_position = cpos
pl.reset_camera()
pl.subplot(0, 1)
pl.add_mesh(decimated, **dargs)
pl.add_text("Decimated mesh", font_size=24)
pl.camera_position = cpos
pl.reset_camera()
pl.subplot(0, 2)
pl.add_mesh(pro_decimated, **dargs)
pl.add_text("Pro Decimated mesh", font_size=24)
pl.camera_position = cpos
pl.reset_camera()
pl.link_views()
pl.show()
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