1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
|
"""
An example displaying the trajectories for the Lorenz system of
equations along with the z-nullcline.
The vector field of the Lorenz system flow is integrated to display
trajectories using mlab's flow function:
:func:`mayavi.mlab.flow`.
The z-nullcline is plotted by extracting the z component of the vector
field data source with the ExtractVectorComponent filter, and applying
an IsoSurface module on this scalar component.
"""
# Author: Prabhu Ramachandran <prabhu@aero.iitb.ac.in>
# Copyright (c) 2008-2020, Enthought, Inc.
# License: BSD Style.
import numpy
from mayavi import mlab
def lorenz(x, y, z, s=10., r=28., b=8. / 3.):
"""The Lorenz system."""
u = s * (y - x)
v = r * x - y - x * z
w = x * y - b * z
return u, v, w
# Sample the space in an interesting region.
x, y, z = numpy.mgrid[-50:50:100j, -50:50:100j, -10:60:70j]
u, v, w = lorenz(x, y, z)
fig = mlab.figure(size=(400, 300), bgcolor=(0, 0, 0))
# Plot the flow of trajectories with suitable parameters.
f = mlab.flow(x, y, z, u, v, w, line_width=3, colormap='Paired')
f.module_manager.scalar_lut_manager.reverse_lut = True
f.stream_tracer.integration_direction = 'both'
f.stream_tracer.maximum_propagation = 200
# Uncomment the following line if you want to hide the seed:
#f.seed.widget.enabled = False
# Extract the z-velocity from the vectors and plot the 0 level set
# hence producing the z-nullcline.
src = f.mlab_source.m_data
e = mlab.pipeline.extract_vector_components(src)
e.component = 'z-component'
zc = mlab.pipeline.iso_surface(e, opacity=0.5, contours=[0, ],
color=(0.6, 1, 0.2))
# When using transparency, hiding 'backface' triangles often gives better
# results
zc.actor.property.backface_culling = True
# A nice view of the plot.
mlab.view(140, 120, 113, [0.65, 1.5, 27])
mlab.show()
|
