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Is it possible to plot implicit 3d equation using sympy?

Is there a way to plot a 3 variable implicit equation using sympy. Going by docs it has only support for implicit 2d plots. Or are there any other options for plotting a 3d plot using python where the equation can be an input from user

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Srinath Avatar asked Mar 14 '15 22:03

Srinath


1 Answers

I am turning my comment into an answer. I suggest to use mayavi and contour3d for this task. You can always rewrite your implicit function to be f(x,y,z)=0. For a sphere we have x^2 + y^2 + z^2 = r^2, that can be rewritten as f(x,y,z) = x^2 + y^2 + z^2 - r^2 = 0.

Below, some examples

import numpy as np
from mayavi import mlab

mlab.clf()
x, y, z = np.mgrid[-3:3:50j, -3:3:50j, -3:3:50j]

# Plot a sphere of radius 1
values = x*x + y*y + z*z - np.sqrt(3)
mlab.contour3d(x, y, z, values, contours=[0])
mlab.axes()

# Plot a torus
R = 2
r = 1
values = (R - np.sqrt(x**2 + y**2))**2 + z**2 - r**2
mlab.figure()
mlab.contour3d(x, y, z, values, contours=[0])
mlab.axes()

# Plot a Scherk's second surface
x, y, z = np.mgrid[-4:4:100j, -4:4:100j, -8:8:100j]
values = np.sin(z) - np.sinh(x)*np.sinh(y)
mlab.figure()
mlab.contour3d(x, y, z, values, contours=[0])
mlab.axes()
mlab.show()

That gives as results

Sphere: Sphere plotted with Mayavi

Torus: Torus plotted with Mayavi

Scherk's second surface: Scherk's second surface plotted with Mayavi

like image 157
nicoguaro Avatar answered Nov 20 '22 06:11

nicoguaro