[matplotlib animation] 3.Z-axis rotation animation of the sphere

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Introduction

python matplotlib animation of sphere rotating about the z axis.

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Code

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Explanation

In ↓, I created an animation that changes the viewpoint. For this time, rotate the plotted ball with the z axis as the rotation axis.

[matplotlib 3D] 14. Rotation animation of matplotlib 3D graph
Rotation animation of 3D graph,using matplotlib, mplot3d and FuncAnimation.

Setting to make it 3D graph

Generate data to plot

u and v are angles in polar coordinates. In polar coordinates the balls are as follows.

$$x=rcos\theta sin\phi, y=rsin\theta sin\phi, z=rcos\phi$$

In order to be able to plot, create meshgrid data.

np.outer () is the cross product, multiplying all of the elements of two data.

For np.ones (np.size (u)), np.size () returns the number of elements, so np.size (u) is 100. As a result, it becomes np.ones (100), and array data whose elements are all 1’s and whose size is 100 is generated.

Since it is +6 with x, a sphere of radius 2 is formed at (6, 0, 0).

Axis range, label setting

ax.set_aspect (‘equal’) makes the aspect ratios of x, y, and z axes uniform.

Create a 3D surface graph

For animation to display, plot must be enclosed in [] to make it a list.

Setting graphs to be displayed in animation

This animation is animated by updating plot [0] from time to time. So first remove the previous graph with remove ().
Then, it rotates. Assuming that the rotation angle is γ, the equation when it rotates by an angle γ about the Z axis is

$$x’=xcos\gamma – ysin\gamma\\y’=xsin\gamma + ycos\gamma\\z=z$$

Display animation

Create animation with FuncAnimation.

Draw animaton of update in fig, frame number is 100, interval is 100 ms so 10 s movies. Since fargs is an argument to be passed to update, put x, y, z, u and plot

You can display animation on jupyter notebook with to_html5_video ().

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Reference

  1. 外積を求めるnumpy.outer関数の使い方 – DeepAge
  2. A.052. 3次元回転と極座標表示|エスオーエル株式会社
  3. Generate animation of 3D surface plot using plot_surface and …
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