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"""
.. _warp_by_vectors_example:
Warping by Vectors
~~~~~~~~~~~~~~~~~~
This example applies the ``warp_by_vector`` filter to a sphere mesh that has
3D displacement vectors defined at each node.
"""
# %%
# We first compare the unwarped sphere to the warped sphere.
from __future__ import annotations
from itertools import product
import pyvista as pv
from pyvista import examples
sphere = examples.load_sphere_vectors()
warped = sphere.warp_by_vector()
p = pv.Plotter(shape=(1, 2))
p.subplot(0, 0)
p.add_text("Before warp")
p.add_mesh(sphere, color='white')
p.subplot(0, 1)
p.add_text("After warp")
p.add_mesh(warped, color='white')
p.show()
# %%
# We then use several values for the scale factor applied to the warp
# operation. Applying a warping factor that is too high can often lead to
# unrealistic results.
warp_factors = [0, 1.5, 3.5, 5.5]
p = pv.Plotter(shape=(2, 2))
for i, j in product(range(2), repeat=2):
idx = 2 * i + j
p.subplot(i, j)
p.add_mesh(sphere.warp_by_vector(factor=warp_factors[idx]))
p.add_text(f'factor={warp_factors[idx]}')
p.show()
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