{"id":1160449,"date":"2025-01-13T19:04:56","date_gmt":"2025-01-13T11:04:56","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1160449.html"},"modified":"2025-01-13T19:04:58","modified_gmt":"2025-01-13T11:04:58","slug":"python%e5%a6%82%e4%bd%95%e5%81%9a%e5%8a%a8%e6%80%81%e5%8a%a8%e7%94%bb","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1160449.html","title":{"rendered":"python\u5982\u4f55\u505a\u52a8\u6001\u52a8\u753b"},"content":{"rendered":"

\"python\u5982\u4f55\u505a\u52a8\u6001\u52a8\u753b\"<\/p>\n

Python\u662f\u4e00\u4e2a\u5f3a\u5927\u4e14\u7075\u6d3b\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u5b83\u53ef\u4ee5\u901a\u8fc7\u591a\u4e2a\u4e0d\u540c\u7684\u5e93\u6765\u521b\u5efa\u52a8\u6001\u52a8\u753b\u3002\u4f7f\u7528Matplotlib\u3001\u4f7f\u7528Pygame\u3001\u4f7f\u7528Tkinter<\/strong>\u7b49\u65b9\u5f0f\u90fd\u53ef\u4ee5\u5b9e\u73b0\u52a8\u6001\u52a8\u753b\u3002\u8fd9\u91cc\uff0c\u6211\u4eec\u4e3b\u8981\u4ecb\u7ecd\u4f7f\u7528Matplotlib\u6765\u521b\u5efa\u52a8\u6001\u52a8\u753b\u7684\u65b9\u6cd5\u3002<\/p>\n<\/p>\n

\u4f7f\u7528Matplotlib\u521b\u5efa\u52a8\u6001\u52a8\u753b<\/strong>\uff1a<\/p>\n

Matplotlib\u662fPython\u6700\u53d7\u6b22\u8fce\u7684\u7ed8\u56fe\u5e93\u4e4b\u4e00\uff0c\u5b83\u4e0d\u4ec5\u53ef\u4ee5\u7ed8\u5236\u9759\u6001\u56fe\u5f62\uff0c\u8fd8\u53ef\u4ee5\u521b\u5efa\u52a8\u6001\u52a8\u753b\u3002\u901a\u8fc7\u7ed3\u5408matplotlib.animation<\/code>\u6a21\u5757\u4e2d\u7684FuncAnimation<\/code>\u7c7b\uff0c\u6211\u4eec\u53ef\u4ee5\u8f7b\u677e\u5730\u751f\u6210\u52a8\u753b\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u5b89\u88c5\u5fc5\u8981\u7684\u5e93<\/h3>\n<\/p>\n

\u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u786e\u4fdd\u5b89\u88c5\u4e86Matplotlib\u5e93\u3002\u5982\u679c\u5c1a\u672a\u5b89\u88c5\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n

pip install matplotlib<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e8c\u3001\u521b\u5efa\u57fa\u672c\u7684\u52a8\u6001\u52a8\u753b<\/h3>\n<\/p>\n
\u5728\u521b\u5efa\u52a8\u6001\u52a8\u753b\u4e4b\u524d\uff0c\u6211\u4eec\u9700\u8981\u4e86\u89e3Matplotlib\u4e2d\u7684\u57fa\u672c\u7ed8\u56fe\u65b9\u6cd5\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\uff0c\u6f14\u793a\u4e86\u5982\u4f55\u4f7f\u7528Matplotlib\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u52a8\u6001\u52a8\u753b\u3002<\/p>\n<\/p>\n
import matplotlib.pyplot as plt<\/p>\n
import numpy as np<\/p>\n
import matplotlib.animation as animation<\/p>\n
\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u56fe\u5f62<\/strong><\/h2>\n
fig, ax = plt.subplots()<\/p>\n
\u751f\u6210\u4e00\u4e9b\u6570\u636e<\/strong><\/h2>\n
x = np.linspace(0, 2 * np.pi, 100)<\/p>\n
line, = ax.plot(x, np.sin(x))<\/p>\n
\u52a8\u753b\u51fd\u6570<\/strong><\/h2>\n
def update(num, x, line):<\/p>\n
    line.set_ydata(np.sin(x + num \/ 10.0))  # \u66f4\u65b0y\u6570\u636e<\/p>\n
    return line,<\/p>\n
\u521b\u5efa\u52a8\u753b<\/strong><\/h2>\n
ani = animation.FuncAnimation(fig, update, frames=100, fargs=[x, line], interval=50, blit=True)<\/p>\n
\u663e\u793a\u52a8\u753b<\/strong><\/h2>\n
plt.show()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u4e0a\u8ff0\u4ee3\u7801\u4e2d\uff0c\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a\u7b80\u5355\u7684\u6b63\u5f26\u6ce2\u52a8\u753b\u3002\u901a\u8fc7FuncAnimation<\/code>\u51fd\u6570\uff0c\u6211\u4eec\u53ef\u4ee5\u6307\u5b9a\u6bcf\u4e00\u5e27\u7684\u66f4\u65b0\u65b9\u5f0f\uff0c\u5e76\u63a7\u5236\u52a8\u753b\u7684\u5e27\u6570\u548c\u65f6\u95f4\u95f4\u9694\u3002<\/p>\n<\/p>\n
\u4e09\u3001\u6df1\u5165\u4e86\u89e3FuncAnimation<\/h3>\n<\/p>\n
FuncAnimation<\/code>\u662f\u521b\u5efa\u52a8\u6001\u52a8\u753b\u7684\u6838\u5fc3\u5de5\u5177\u3002\u6211\u4eec\u53ef\u4ee5\u901a\u8fc7\u5b83\u6765\u63a7\u5236\u52a8\u753b\u7684\u5404\u4e2a\u65b9\u9762\uff0c\u5305\u62ec\u5e27\u6570\u3001\u66f4\u65b0\u65f6\u95f4\u95f4\u9694\u3001\u662f\u5426\u4f7f\u7528blit\u6a21\u5f0f\u7b49\u3002<\/p>\n<\/p>\n
1\u3001frames\u53c2\u6570<\/h4>\n<\/p>\n
frames<\/code>\u53c2\u6570\u6307\u5b9a\u4e86\u52a8\u753b\u7684\u5e27\u6570\u3002\u5b83\u53ef\u4ee5\u662f\u4e00\u4e2a\u6574\u6570\uff0c\u4e5f\u53ef\u4ee5\u662f\u4e00\u4e2a\u751f\u6210\u5668\u51fd\u6570\u3002\u5982\u679c\u662f\u6574\u6570\uff0c\u90a3\u4e48\u52a8\u753b\u5c06\u751f\u6210\u6307\u5b9a\u6570\u91cf\u7684\u5e27\u3002\u5982\u679c\u662f\u751f\u6210\u5668\u51fd\u6570\uff0c\u90a3\u4e48\u52a8\u753b\u5c06\u8c03\u7528\u8be5\u51fd\u6570\u6765\u751f\u6210\u6bcf\u4e00\u5e27\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n
2\u3001interval\u53c2\u6570<\/h4>\n<\/p>\n
interval<\/code>\u53c2\u6570\u6307\u5b9a\u4e86\u6bcf\u4e00\u5e27\u4e4b\u95f4\u7684\u65f6\u95f4\u95f4\u9694\uff0c\u5355\u4f4d\u662f\u6beb\u79d2\u3002\u8f83\u5c0f\u7684\u65f6\u95f4\u95f4\u9694\u4f1a\u4f7f\u52a8\u753b\u770b\u8d77\u6765\u66f4\u52a0\u6d41\u7545\uff0c\u4f46\u4e5f\u53ef\u80fd\u5bfc\u81f4\u6027\u80fd\u95ee\u9898\u3002<\/p>\n<\/p>\n
3\u3001blit\u53c2\u6570<\/h4>\n<\/p>\n
blit<\/code>\u53c2\u6570\u662f\u4e00\u4e2a\u5e03\u5c14\u503c\uff0c\u8868\u793a\u662f\u5426\u4f7f\u7528blit\u6a21\u5f0f\u3002blit\u6a21\u5f0f\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u52a8\u753b\u7684\u6027\u80fd\uff0c\u4f46\u5e76\u4e0d\u662f\u6240\u6709\u60c5\u51b5\u4e0b\u90fd\u9002\u7528\u3002\u5982\u679c\u4f60\u7684\u52a8\u753b\u662f\u9759\u6001\u80cc\u666f\u4e0a\u7684\u52a8\u6001\u5185\u5bb9\uff0c\u90a3\u4e48blit\u6a21\u5f0f\u975e\u5e38\u9002\u7528\u3002<\/p>\n<\/p>\n
\u56db\u3001\u52a8\u6001\u66f4\u65b0\u591a\u4e2a\u56fe\u5f62\u5143\u7d20<\/h3>\n<\/p>\n
\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u6211\u4eec\u53ef\u80fd\u9700\u8981\u540c\u65f6\u66f4\u65b0\u591a\u4e2a\u56fe\u5f62\u5143\u7d20\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\uff0c\u6f14\u793a\u4e86\u5982\u4f55\u540c\u65f6\u66f4\u65b0\u591a\u4e2a\u56fe\u5f62\u5143\u7d20\uff1a<\/p>\n<\/p>\n
import matplotlib.pyplot as plt<\/p>\n
import numpy as np<\/p>\n
import matplotlib.animation as animation<\/p>\n
fig, ax = plt.subplots()<\/p>\n
x = np.linspace(0, 2 * np.pi, 100)<\/p>\n
line1, = ax.plot(x, np.sin(x), 'r-')<\/p>\n
line2, = ax.plot(x, np.cos(x), 'b-')<\/p>\n
def update(num, x, line1, line2):<\/p>\n
    line1.set_ydata(np.sin(x + num \/ 10.0))<\/p>\n
    line2.set_ydata(np.cos(x + num \/ 10.0))<\/p>\n
    return line1, line2<\/p>\n
ani = animation.FuncAnimation(fig, update, frames=100, fargs=[x, line1, line2], interval=50, blit=True)<\/p>\n
plt.show()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u521b\u5efa\u4e86\u4e24\u4e2a\u56fe\u5f62\u5143\u7d20\uff1a\u6b63\u5f26\u6ce2\u548c\u4f59\u5f26\u6ce2\uff0c\u5e76\u5728\u6bcf\u4e00\u5e27\u4e2d\u540c\u65f6\u66f4\u65b0\u5b83\u4eec\u7684y\u6570\u636e\u3002<\/p>\n<\/p>\n
\u4e94\u3001\u4fdd\u5b58\u52a8\u753b<\/h3>\n<\/p>\n
\u6709\u65f6\u5019\u6211\u4eec\u9700\u8981\u5c06\u751f\u6210\u7684\u52a8\u753b\u4fdd\u5b58\u4e3a\u89c6\u9891\u6587\u4ef6\u6216\u8005GIF\u6587\u4ef6\u3002Matplotlib\u63d0\u4f9b\u4e86\u7b80\u5355\u7684\u65b9\u6cd5\u6765\u5b9e\u73b0\u8fd9\u4e00\u70b9\u3002\u6211\u4eec\u53ef\u4ee5\u4f7f\u7528Animation.save<\/code>\u65b9\u6cd5\u6765\u4fdd\u5b58\u52a8\u753b\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\uff1a<\/p>\n<\/p>\n
import matplotlib.pyplot as plt<\/p>\n
import numpy as np<\/p>\n
import matplotlib.animation as animation<\/p>\n
fig, ax = plt.subplots()<\/p>\n
x = np.linspace(0, 2 * np.pi, 100)<\/p>\n
line, = ax.plot(x, np.sin(x))<\/p>\n
def update(num, x, line):<\/p>\n
    line.set_ydata(np.sin(x + num \/ 10.0))<\/p>\n
    return line,<\/p>\n
ani = animation.FuncAnimation(fig, update, frames=100, fargs=[x, line], interval=50, blit=True)<\/p>\n
\u4fdd\u5b58\u52a8\u753b<\/strong><\/h2>\n
ani.save('sine_wave.gif', writer='imagemagick')<\/p>\n
plt.show()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u5c06\u751f\u6210\u7684\u52a8\u753b\u4fdd\u5b58\u4e3aGIF\u6587\u4ef6\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u4fdd\u5b58\u4e3aGIF\u6587\u4ef6\u9700\u8981\u5b89\u88c5imagemagick<\/code>\u5de5\u5177\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n
sudo apt-get install imagemagick<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u516d\u3001\u7ed3\u5408\u4ea4\u4e92\u5f0f\u5de5\u5177<\/h3>\n<\/p>\n
Matplotlib\u8fd8\u53ef\u4ee5\u4e0e\u4ea4\u4e92\u5f0f\u5de5\u5177\u7ed3\u5408\u4f7f\u7528\uff0c\u4f8b\u5982Jupyter Notebook\u3002\u901a\u8fc7\u5728Jupyter Notebook\u4e2d\u8fd0\u884cMatplotlib\u52a8\u753b\uff0c\u6211\u4eec\u53ef\u4ee5\u5b9e\u73b0\u66f4\u52a0\u76f4\u89c2\u548c\u4ea4\u4e92\u7684\u6548\u679c\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\uff1a<\/p>\n<\/p>\n
import matplotlib.pyplot as plt<\/p>\n
import numpy as np<\/p>\n
import matplotlib.animation as animation<\/p>\n
from IPython.display import HTML<\/p>\n
fig, ax = plt.subplots()<\/p>\n
x = np.linspace(0, 2 * np.pi, 100)<\/p>\n
line, = ax.plot(x, np.sin(x))<\/p>\n
def update(num, x, line):<\/p>\n
    line.set_ydata(np.sin(x + num \/ 10.0))<\/p>\n
    return line,<\/p>\n
ani = animation.FuncAnimation(fig, update, frames=100, fargs=[x, line], interval=50, blit=True)<\/p>\n
\u5728Jupyter Notebook\u4e2d\u663e\u793a\u52a8\u753b<\/strong><\/h2>\n
HTML(ani.to_jshtml())<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528IPython.display.HTML<\/code>\u6765\u5728Jupyter Notebook\u4e2d\u663e\u793a\u52a8\u753b\u3002<\/p>\n<\/p>\n
\u4e03\u3001\u66f4\u591a\u9ad8\u7ea7\u7528\u6cd5<\/h3>\n<\/p>\n
\u9664\u4e86\u57fa\u672c\u7684\u52a8\u753b\u529f\u80fd\u5916\uff0cMatplotlib\u8fd8\u63d0\u4f9b\u4e86\u8bb8\u591a\u9ad8\u7ea7\u529f\u80fd\uff0c\u4f8b\u59823D\u52a8\u753b\u3001\u4ea4\u4e92\u5f0f\u52a8\u753b\u7b49\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u9ad8\u7ea7\u7528\u6cd5\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n
1\u30013D\u52a8\u753b<\/h4>\n<\/p>\n
\u4f7f\u7528Matplotlib\u7684mpl_toolkits.mplot3d<\/code>\u6a21\u5757\uff0c\u6211\u4eec\u53ef\u4ee5\u521b\u5efa3D\u52a8\u753b\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u76843D\u52a8\u753b\u793a\u4f8b\uff1a<\/p>\n<\/p>\n
import matplotlib.pyplot as plt<\/p>\n
import numpy as np<\/p>\n
import matplotlib.animation as animation<\/p>\n
from mpl_toolkits.mplot3d import Axes3D<\/p>\n
fig = plt.figure()<\/p>\n
ax = fig.add_subplot(111, projection='3d')<\/p>\n
x = np.linspace(0, 2 * np.pi, 100)<\/p>\n
y = np.linspace(0, 2 * np.pi, 100)<\/p>\n
X, Y = np.meshgrid(x, y)<\/p>\n
Z = np.sin(X) * np.cos(Y)<\/p>\n
def update(num, Z, ax):<\/p>\n
    ax.clear()<\/p>\n
    Z = np.sin(X + num \/ 10.0) * np.cos(Y + num \/ 10.0)<\/p>\n
    ax.plot_surface(X, Y, Z, cmap='viridis')<\/p>\n
    return ax,<\/p>\n
ani = animation.FuncAnimation(fig, update, frames=100, fargs=[Z, ax], interval=50, blit=False)<\/p>\n
plt.show()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a\u7b80\u5355\u76843D\u66f2\u9762\u52a8\u753b\u3002\u901a\u8fc7plot_surface<\/code>\u65b9\u6cd5\uff0c\u6211\u4eec\u53ef\u4ee5\u7ed8\u52363D\u66f2\u9762\uff0c\u5e76\u5728\u6bcf\u4e00\u5e27\u4e2d\u66f4\u65b0Z\u6570\u636e\u3002<\/p>\n<\/p>\n
2\u3001\u4ea4\u4e92\u5f0f\u52a8\u753b<\/h4>\n<\/p>\n
\u901a\u8fc7\u7ed3\u5408Matplotlib\u548c\u5176\u4ed6\u4ea4\u4e92\u5f0f\u5de5\u5177\uff08\u4f8b\u5982ipywidgets<\/code>\uff09\uff0c\u6211\u4eec\u53ef\u4ee5\u521b\u5efa\u4ea4\u4e92\u5f0f\u52a8\u753b\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u4ea4\u4e92\u5f0f\u52a8\u753b\u793a\u4f8b\uff1a<\/p>\n<\/p>\n
import matplotlib.pyplot as plt<\/p>\n
import numpy as np<\/p>\n
import matplotlib.animation as animation<\/p>\n
import ipywidgets as widgets<\/p>\n
from IPython.display import display<\/p>\n
fig, ax = plt.subplots()<\/p>\n
x = np.linspace(0, 2 * np.pi, 100)<\/p>\n
line, = ax.plot(x, np.sin(x))<\/p>\n
def update(num, x, line):<\/p>\n
    line.set_ydata(np.sin(x + num \/ 10.0))<\/p>\n
    return line,<\/p>\n
ani = animation.FuncAnimation(fig, update, frames=100, fargs=[x, line], interval=50, blit=True)<\/p>\n
\u521b\u5efa\u4ea4\u4e92\u5f0f\u6ed1\u5757<\/strong><\/h2>\n
slider = widgets.IntSlider(min=0, max=100, step=1, value=0)<\/p>\n
def on_slider_change(change):<\/p>\n
    ani.event_source.stop()<\/p>\n
    update(change['new'], x, line)<\/p>\n
    ani.event_source.start()<\/p>\n
slider.observe(on_slider_change, names='value')<\/p>\n
\u663e\u793a\u6ed1\u5757\u548c\u52a8\u753b<\/strong><\/h2>\n
display(slider)<\/p>\n
plt.show()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a\u4ea4\u4e92\u5f0f\u6ed1\u5757\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7\u6ed1\u52a8\u6ed1\u5757\u6765\u63a7\u5236\u52a8\u753b\u7684\u5e27\u6570\u3002<\/p>\n<\/p>\n
\u516b\u3001\u603b\u7ed3<\/h3>\n<\/p>\n
\u901a\u8fc7\u4e0a\u8ff0\u5185\u5bb9\uff0c\u6211\u4eec\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u5982\u4f55\u4f7f\u7528Matplotlib\u521b\u5efa\u52a8\u6001\u52a8\u753b\u3002\u6211\u4eec\u4ece\u57fa\u672c\u7684\u52a8\u753b\u5f00\u59cb\uff0c\u9010\u6b65\u6df1\u5165\u5230\u9ad8\u7ea7\u7528\u6cd5\uff0c\u5305\u62ec3D\u52a8\u753b\u548c\u4ea4\u4e92\u5f0f\u52a8\u753b\u3002Matplotlib\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u529f\u80fd\uff0c\u53ef\u4ee5\u6ee1\u8db3\u4e0d\u540c\u573a\u666f\u4e0b\u7684\u52a8\u753b\u9700\u6c42\u3002\u5e0c\u671b\u8fd9\u4e9b\u5185\u5bb9\u80fd\u591f\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u7406\u89e3\u548c\u4f7f\u7528Matplotlib\u521b\u5efa\u52a8\u6001\u52a8\u753b\u3002\u5982\u679c\u4f60\u5bf9\u5176\u4ed6Python\u52a8\u753b\u5e93\u611f\u5174\u8da3\uff0c\u4f8b\u5982Pygame\u6216Tkinter\uff0c\u4e5f\u53ef\u4ee5\u8fdb\u4e00\u6b65\u63a2\u7d22\u548c\u5b66\u4e60\u3002<\/p>\n<\/p>\n
\u4e5d\u3001\u4f7f\u7528Pygame\u521b\u5efa\u52a8\u6001\u52a8\u753b<\/h3>\n<\/p>\n
Pygame\u662f\u4e00\u4e2a\u7528\u4e8e\u5f00\u53d12D\u6e38\u620f\u7684Python\u5e93\uff0c\u4f46\u5b83\u4e5f\u975e\u5e38\u9002\u5408\u521b\u5efa\u52a8\u6001\u52a8\u753b\u3002\u5b83\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u56fe\u5f62\u548c\u58f0\u97f3\u529f\u80fd\uff0c\u4f7f\u5f97\u521b\u5efa\u590d\u6742\u52a8\u753b\u53d8\u5f97\u66f4\u52a0\u5bb9\u6613\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u4f7f\u7528Pygame\u521b\u5efa\u7b80\u5355\u52a8\u753b\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n
1\u3001\u5b89\u88c5Pygame<\/h4>\n<\/p>\n
\u9996\u5148\uff0c\u6211\u4eec\u9700\u8981\u5b89\u88c5Pygame\u5e93\u3002\u5982\u679c\u5c1a\u672a\u5b89\u88c5\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n
pip install pygame<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u521b\u5efa\u57fa\u672c\u7684Pygame\u52a8\u753b<\/h4>\n<\/p>\n
\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684Pygame\u52a8\u753b\u793a\u4f8b\uff0c\u6f14\u793a\u4e86\u5982\u4f55\u4f7f\u7528Pygame\u521b\u5efa\u4e00\u4e2a\u79fb\u52a8\u7684\u77e9\u5f62\uff1a<\/p>\n<\/p>\n
import pygame<\/p>\n
import sys<\/p>\n
\u521d\u59cb\u5316Pygame<\/strong><\/h2>\n
pygame.init()<\/p>\n
\u8bbe\u7f6e\u5c4f\u5e55\u5c3a\u5bf8<\/strong><\/h2>\n
screen = pygame.display.set_mode((800, 600))<\/p>\n
\u8bbe\u7f6e\u989c\u8272<\/strong><\/h2>\n
black = (0, 0, 0)<\/p>\n
white = (255, 255, 255)<\/p>\n
\u8bbe\u7f6e\u77e9\u5f62\u521d\u59cb\u4f4d\u7f6e\u548c\u901f\u5ea6<\/strong><\/h2>\n
rect_x = 50<\/p>\n
rect_y = 50<\/p>\n
rect_change_x = 5<\/p>\n
rect_change_y = 5<\/p>\n
\u4e3b\u5faa\u73af<\/strong><\/h2>\n
while True:<\/p>\n
    for event in pygame.event.get():<\/p>\n
        if event.type == pygame.QUIT:<\/p>\n
            pygame.quit()<\/p>\n
            sys.exit()<\/p>\n
    # \u66f4\u65b0\u77e9\u5f62\u4f4d\u7f6e<\/p>\n
    rect_x += rect_change_x<\/p>\n
    rect_y += rect_change_y<\/p>\n
    # \u68c0\u67e5\u8fb9\u754c\u5e76\u53cd\u8f6c\u901f\u5ea6<\/p>\n
    if rect_x > 750 or rect_x < 0:<\/p>\n
        rect_change_x = -rect_change_x<\/p>\n
    if rect_y > 550 or rect_y < 0:<\/p>\n
        rect_change_y = -rect_change_y<\/p>\n
    # \u586b\u5145\u5c4f\u5e55\u80cc\u666f<\/p>\n
    screen.fill(black)<\/p>\n
    # \u7ed8\u5236\u77e9\u5f62<\/p>\n
    pygame.draw.rect(screen, white, [rect_x, rect_y, 50, 50])<\/p>\n
    # \u66f4\u65b0\u5c4f\u5e55<\/p>\n
    pygame.display.flip()<\/p>\n
    # \u5ef6\u8fdf\u4ee5\u63a7\u5236\u5e27\u7387<\/p>\n
    pygame.time.delay(30)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a\u7b80\u5355\u7684Pygame\u52a8\u753b\uff0c\u5176\u4e2d\u4e00\u4e2a\u77e9\u5f62\u5728\u5c4f\u5e55\u4e0a\u79fb\u52a8\u5e76\u5728\u78b0\u5230\u8fb9\u754c\u65f6\u53cd\u8f6c\u65b9\u5411\u3002<\/p>\n<\/p>\n
\u5341\u3001\u4f7f\u7528Tkinter\u521b\u5efa\u52a8\u6001\u52a8\u753b<\/h3>\n<\/p>\n
Tkinter\u662fPython\u7684\u6807\u51c6GUI\u5e93\uff0c\u5b83\u4e5f\u53ef\u4ee5\u7528\u4e8e\u521b\u5efa\u7b80\u5355\u7684\u52a8\u753b\u3002\u901a\u8fc7\u4f7f\u7528Tkinter\u7684Canvas<\/code>\u5c0f\u90e8\u4ef6\uff0c\u6211\u4eec\u53ef\u4ee5\u521b\u5efa\u548c\u63a7\u5236\u52a8\u6001\u56fe\u5f62\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u4f7f\u7528Tkinter\u521b\u5efa\u7b80\u5355\u52a8\u753b\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n
1\u3001\u521b\u5efa\u57fa\u672c\u7684Tkinter\u52a8\u753b<\/h4>\n<\/p>\n
\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684Tkinter\u52a8\u753b\u793a\u4f8b\uff0c\u6f14\u793a\u4e86\u5982\u4f55\u4f7f\u7528Tkinter\u521b\u5efa\u4e00\u4e2a\u79fb\u52a8\u7684\u5706\u5f62\uff1a<\/p>\n<\/p>\n
import tkinter as tk<\/p>\n
\u521b\u5efa\u4e3b\u7a97\u53e3<\/strong><\/h2>\n
root = tk.Tk()<\/p>\n
root.title("Tkinter Animation")<\/p>\n
\u521b\u5efaCanvas<\/strong><\/h2>\n
canvas = tk.Canvas(root, width=800, height=600)<\/p>\n
canvas.pack()<\/p>\n
\u521b\u5efa\u5706\u5f62<\/strong><\/h2>\n
ball = canvas.create_oval(50, 50, 100, 100, fill="blue")<\/p>\n
\u5706\u5f62\u521d\u59cb\u4f4d\u7f6e\u548c\u901f\u5ea6<\/strong><\/h2>\n
x_speed = 5<\/p>\n
y_speed = 5<\/p>\n
\u66f4\u65b0\u52a8\u753b\u51fd\u6570<\/strong><\/h2>\n
def update():<\/p>\n
    nonlocal x_speed, y_speed<\/p>\n
    # \u79fb\u52a8\u5706\u5f62<\/p>\n
    canvas.move(ball, x_speed, y_speed)<\/p>\n
    # \u83b7\u53d6\u5706\u5f62\u5f53\u524d\u4f4d\u7f6e<\/p>\n
    x1, y1, x2, y2 = canvas.coords(ball)<\/p>\n
    # \u68c0\u67e5\u8fb9\u754c\u5e76\u53cd\u8f6c\u901f\u5ea6<\/p>\n
    if x1 <= 0 or x2 >= 800:<\/p>\n
        x_speed = -x_speed<\/p>\n
    if y1 <= 0 or y2 >= 600:<\/p>\n
        y_speed = -y_speed<\/p>\n
    # \u6bcf\u969420\u6beb\u79d2\u66f4\u65b0\u4e00\u6b21\u52a8\u753b<\/p>\n
    root.after(20, update)<\/p>\n
\u542f\u52a8\u52a8\u753b<\/strong><\/h2>\n
update()<\/p>\n
\u8fd0\u884c\u4e3b\u5faa\u73af<\/strong><\/h2>\n
root.mAI<\/a>nloop()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c\u6211\u4eec\u521b\u5efa\u4e86\u4e00\u4e2a\u7b80\u5355\u7684Tkinter\u52a8\u753b\uff0c\u5176\u4e2d\u4e00\u4e2a\u5706\u5f62\u5728Canvas\u4e0a\u79fb\u52a8\u5e76\u5728\u78b0\u5230\u8fb9\u754c\u65f6\u53cd\u8f6c\u65b9\u5411\u3002<\/p>\n<\/p>\n
\u5341\u4e00\u3001\u603b\u7ed3<\/h3>\n<\/p>\n
\u901a\u8fc7\u4e0a\u8ff0\u5185\u5bb9\uff0c\u6211\u4eec\u8be6\u7ec6\u4ecb\u7ecd\u4e86\u5982\u4f55\u4f7f\u7528Matplotlib\u3001Pygame\u548cTkinter\u521b\u5efa\u52a8\u6001\u52a8\u753b\u3002\u6bcf\u79cd\u65b9\u6cd5\u90fd\u6709\u5176\u72ec\u7279\u7684\u4f18\u52bf\u548c\u9002\u7528\u573a\u666f\uff0c\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u5de5\u5177\u3002Matplotlib\u9002\u5408\u7528\u4e8e\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u53ef\u89c6\u5316\uff0cPygame\u9002\u5408\u7528\u4e8e\u5f00\u53d12D\u6e38\u620f\u548c\u590d\u6742\u52a8\u753b\uff0cTkinter\u9002\u5408\u7528\u4e8e\u521b\u5efa\u7b80\u5355\u7684GUI\u52a8\u753b\u3002\u5e0c\u671b\u8fd9\u4e9b\u5185\u5bb9\u80fd\u591f\u5e2e\u52a9\u4f60\u66f4\u597d\u5730\u7406\u89e3\u548c\u4f7f\u7528Python\u521b\u5efa\u52a8\u6001\u52a8\u753b\uff0c\u5e76\u6fc0\u53d1\u4f60\u5bf9\u52a8\u753b\u5f00\u53d1\u7684\u5174\u8da3\u3002<\/p>\n<\/p>\n
\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
 \u52a8\u6001\u52a8\u753b\u5728Python\u4e2d\u53ef\u4ee5\u7528\u54ea\u4e9b\u5e93\u5b9e\u73b0\uff1f<\/strong>
Python\u63d0\u4f9b\u4e86\u591a\u4e2a\u5e93\u6765\u521b\u5efa\u52a8\u6001\u52a8\u753b\uff0c\u5176\u4e2d\u6700\u5e38\u7528\u7684\u5305\u62ecPygame\u3001Matplotlib\u3001Tkinter\u548cPillow\u3002Pygame\u9002\u5408\u6e38\u620f\u5f00\u53d1\uff0c\u652f\u6301\u591a\u79cd\u56fe\u5f62\u548c\u58f0\u97f3\u5904\u7406\uff1bMatplotlib\u5219\u5e38\u7528\u4e8e\u79d1\u5b66\u8ba1\u7b97\u4e2d\u7684\u6570\u636e\u53ef\u89c6\u5316\uff0c\u5e76\u80fd\u901a\u8fc7FuncAnimation\u529f\u80fd\u5236\u4f5c\u52a8\u753b\uff1bTkinter\u662fPython\u7684\u6807\u51c6GUI\u5e93\uff0c\u53ef\u4ee5\u5236\u4f5c\u7b80\u5355\u7684\u52a8\u753b\u754c\u9762\uff1bPillow\u7528\u4e8e\u56fe\u50cf\u5904\u7406\u5e76\u53ef\u521b\u5efa\u7b80\u5355\u7684\u5e27\u52a8\u753b\u3002<\/p>\n
\u5982\u4f55\u9009\u62e9\u9002\u5408\u6211\u9879\u76ee\u7684\u52a8\u753b\u5e93\uff1f<\/strong>
\u9009\u62e9\u52a8\u753b\u5e93\u65f6\uff0c\u9700\u8981\u8003\u8651\u9879\u76ee\u7684\u9700\u6c42\u548c\u590d\u6742\u6027\u3002\u4f8b\u5982\uff0c\u5982\u679c\u9879\u76ee\u4e3b\u8981\u662f\u6570\u636e\u53ef\u89c6\u5316\uff0cMatplotlib\u6216Plotly\u53ef\u80fd\u662f\u6700\u5408\u9002\u7684\u9009\u62e9\uff1b\u5982\u679c\u9700\u8981\u5f00\u53d1\u4e00\u4e2a\u4e92\u52a8\u6e38\u620f\uff0cPygame\u4f1a\u66f4\u4e3a\u5408\u9002\uff1b\u800c\u5bf9\u4e8e\u7b80\u5355\u7684\u684c\u9762\u5e94\u7528\uff0cTkinter\u5219\u975e\u5e38\u4fbf\u6377\u3002\u4e86\u89e3\u6bcf\u4e2a\u5e93\u7684\u7279\u70b9\u548c\u5e94\u7528\u573a\u666f\u6709\u52a9\u4e8e\u505a\u51fa\u660e\u667a\u7684\u9009\u62e9\u3002<\/p>\n
\u5236\u4f5c\u52a8\u6001\u52a8\u753b\u9700\u8981\u638c\u63e1\u54ea\u4e9b\u57fa\u7840\u77e5\u8bc6\uff1f<\/strong>
\u5236\u4f5c\u52a8\u6001\u52a8\u753b\u9700\u8981\u638c\u63e1\u57fa\u672c\u7684Python\u7f16\u7a0b\u77e5\u8bc6\uff0c\u5305\u62ec\u6570\u636e\u7ed3\u6784\u3001\u63a7\u5236\u7ed3\u6784\u548c\u51fd\u6570\u4f7f\u7528\u3002\u6b64\u5916\uff0c\u4e86\u89e3\u56fe\u5f62\u5b66\u7684\u57fa\u7840\u6982\u5ff5\uff08\u5982\u5750\u6807\u7cfb\u3001\u989c\u8272\u6a21\u578b\uff09\u4ee5\u53ca\u52a8\u753b\u7684\u57fa\u672c\u539f\u7406\uff08\u5982\u5e27\u7387\u3001\u8fc7\u6e21\u6548\u679c\uff09\u4e5f\u975e\u5e38\u91cd\u8981\u3002\u901a\u8fc7\u7ec3\u4e60\u548c\u9879\u76ee\u5b9e\u8df5\uff0c\u53ef\u4ee5\u9010\u6b65\u63d0\u5347\u81ea\u5df1\u7684\u52a8\u753b\u5236\u4f5c\u80fd\u529b\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u662f\u4e00\u4e2a\u5f3a\u5927\u4e14\u7075\u6d3b\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u5b83\u53ef\u4ee5\u901a\u8fc7\u591a\u4e2a\u4e0d\u540c\u7684\u5e93\u6765\u521b\u5efa\u52a8\u6001\u52a8\u753b\u3002\u4f7f\u7528Matplotlib\u3001\u4f7f\u7528P […]","protected":false},"author":3,"featured_media":1160454,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1160449"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=1160449"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1160449\/revisions"}],"predecessor-version":[{"id":1160455,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1160449\/revisions\/1160455"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1160454"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1160449"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1160449"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1160449"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}