{"id":788405,"date":"2024-07-26T20:17:44","date_gmt":"2024-07-26T12:17:44","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/788405.html"},"modified":"2024-07-26T20:17:47","modified_gmt":"2024-07-26T12:17:47","slug":"python%e8%83%bd%e5%bc%80%e5%8f%91%e4%bb%80%e4%b9%88%e7%a1%ac%e4%bb%b6%e8%ae%be%e5%a4%87","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/788405.html","title":{"rendered":"python\u80fd\u5f00\u53d1\u4ec0\u4e48\u786c\u4ef6\u8bbe\u5907"},"content":{"rendered":"

\"python\u80fd\u5f00\u53d1\u4ec0\u4e48\u786c\u4ef6\u8bbe\u5907\"<\/p>\n

Python\u662f\u4e00\u79cd\u529f\u80fd\u5f3a\u5927\u4e14\u7075\u6d3b\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u5e7f\u6cdb\u7528\u4e8e\u5404\u79cd\u786c\u4ef6\u8bbe\u5907\u7684\u5f00\u53d1\u3002Python\u80fd\u5f00\u53d1\u7684\u786c\u4ef6\u8bbe\u5907\u5305\u62ec\u7269\u8054\u7f51\u8bbe\u5907\u3001\u673a\u5668\u4eba\u3001\u5d4c\u5165\u5f0f\u7cfb\u7edf\u3001\u5355\u7247\u673a\u3001\u4f20\u611f\u5668\u7f51\u7edc\u7b49<\/strong>\u3002\u5176\u4e2d\uff0c\u7269\u8054\u7f51\u8bbe\u5907\u548c\u673a\u5668\u4eba\u662f\u4e24\u4e2a\u975e\u5e38\u91cd\u8981\u7684\u5e94\u7528\u9886\u57df\u3002<\/p>\n<\/p>\n

\u5728\u7269\u8054\u7f51\u8bbe\u5907\u5f00\u53d1\u4e2d\uff0cPython\u7684\u7b80\u5355\u6027\u548c\u4e30\u5bcc\u7684\u5e93\u652f\u6301\u4f7f\u5176\u6210\u4e3a\u5f00\u53d1\u8005\u7684\u9996\u9009\u3002\u901a\u8fc7\u4f7f\u7528\u8bf8\u5982MicroPython\u548cCircuitPython\u7b49\u6846\u67b6\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u8f7b\u677e\u5730\u5728\u5fae\u63a7\u5236\u5668\u548c\u5355\u7247\u673a\u4e0a\u8fd0\u884cPython\u4ee3\u7801\uff0c\u4ece\u800c\u5feb\u901f\u539f\u578b\u548c\u8fed\u4ee3\u4ea7\u54c1\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u7269\u8054\u7f51\u8bbe\u5907<\/h3>\n<\/p>\n

\u7269\u8054\u7f51\uff08IoT\uff09\u662f\u6307\u901a\u8fc7\u4e92\u8054\u7f51\u5c06\u5404\u79cd\u8bbe\u5907\u8fde\u63a5\u8d77\u6765\uff0c\u5b9e\u73b0\u6570\u636e\u4f20\u8f93\u548c\u667a\u80fd\u63a7\u5236\u7684\u7f51\u7edc\u3002Python\u5728\u7269\u8054\u7f51\u8bbe\u5907\u5f00\u53d1\u4e2d\u5177\u6709\u91cd\u8981\u4f5c\u7528\uff0c\u4e3b\u8981\u539f\u56e0\u5728\u4e8e\u5176\u6613\u4e8e\u5b66\u4e60\u548c\u4f7f\u7528\uff0c\u4ee5\u53ca\u4e30\u5bcc\u7684\u7b2c\u4e09\u65b9\u5e93\u652f\u6301\u3002<\/p>\n<\/p>\n

1\u3001MicroPython\u4e0eCircuitPython<\/h4>\n<\/p>\n

MicroPython\u548cCircuitPython\u662f\u4e13\u4e3a\u5d4c\u5165\u5f0f\u7cfb\u7edf\u8bbe\u8ba1\u7684Python\u5b9e\u73b0\u3002\u8fd9\u4e9b\u7248\u672c\u7684Python\u53ef\u4ee5\u5728\u8d44\u6e90\u53d7\u9650\u7684\u5fae\u63a7\u5236\u5668\u4e0a\u8fd0\u884c\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u80fd\u591f\u4f7f\u7528\u719f\u6089\u7684Python\u8bed\u8a00\u8fdb\u884c\u786c\u4ef6\u7f16\u7a0b\u3002<\/p>\n<\/p>\n

MicroPython\u662f\u4e00\u4e2a\u7cbe\u7b80\u7248\u7684Python 3\uff0c\u80fd\u591f\u5728\u5fae\u63a7\u5236\u5668\u4e0a\u8fd0\u884c\u3002\u5b83\u652f\u6301\u8bb8\u591a\u5e38\u89c1\u7684\u786c\u4ef6\u63a5\u53e3\uff0c\u5982I2C\u3001SPI\u548cUART\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u80fd\u591f\u8f7b\u677e\u5730\u4e0e\u4f20\u611f\u5668\u548c\u5176\u4ed6\u5916\u8bbe\u8fdb\u884c\u901a\u4fe1\u3002CircuitPython\u662fAdafruit\u516c\u53f8\u57fa\u4e8eMicroPython\u7684\u4e00\u4e2a\u5206\u652f\uff0c\u4e13\u95e8\u7528\u4e8e\u6559\u80b2\u548c\u5feb\u901f\u539f\u578b\u5f00\u53d1\u3002<\/p>\n<\/p>\n

\u4f8b\u5982\uff0c\u4f7f\u7528MicroPython\u548cCircuitPython\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5728Arduino\u3001Raspberry Pi Pico\u7b49\u786c\u4ef6\u5e73\u53f0\u4e0a\u7f16\u5199\u4ee3\u7801\uff0c\u5b9e\u73b0\u8bf8\u5982\u6e29\u5ea6\u76d1\u63a7\u3001\u73af\u5883\u6570\u636e\u91c7\u96c6\u7b49\u529f\u80fd\u3002<\/p>\n<\/p>\n

import machine<\/p>\n
import time<\/p>\n
sensor = machine.ADC(0)  # \u521d\u59cb\u5316\u6a21\u62df\u4f20\u611f\u5668<\/p>\n
while True:<\/p>\n
    value = sensor.read()  # \u8bfb\u53d6\u4f20\u611f\u5668\u6570\u636e<\/p>\n
    print("Sensor value:", value)<\/p>\n
    time.sleep(1)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001Raspberry Pi\u4e0e\u7269\u8054\u7f51\u7f51\u5173<\/h4>\n<\/p>\n
Raspberry Pi\u662f\u4e00\u79cd\u5e7f\u53d7\u6b22\u8fce\u7684\u5355\u677f\u8ba1\u7b97\u673a\uff0c\u5b83\u5177\u6709\u5f3a\u5927\u7684\u8ba1\u7b97\u80fd\u529b\u548c\u4e30\u5bcc\u7684\u63a5\u53e3\uff0c\u9002\u5408\u7528\u4e8e\u7269\u8054\u7f51\u7f51\u5173\u7684\u5f00\u53d1\u3002Python\u5728Raspberry Pi\u4e0a\u8fd0\u884c\u5f97\u975e\u5e38\u6d41\u7545\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5229\u7528\u5176\u5f3a\u5927\u7684\u5e93\u652f\u6301\uff0c\u5b9e\u73b0\u5404\u79cd\u590d\u6742\u7684\u7269\u8054\u7f51\u5e94\u7528\u3002<\/p>\n<\/p>\n
\u4f8b\u5982\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u4f7f\u7528Python\u7f16\u5199\u4ee3\u7801\uff0c\u901a\u8fc7Raspberry Pi\u4e0e\u591a\u4e2a\u4f20\u611f\u5668\u548c\u6267\u884c\u5668\u8fdb\u884c\u901a\u4fe1\uff0c\u91c7\u96c6\u73af\u5883\u6570\u636e\u5e76\u4e0a\u4f20\u5230\u4e91\u7aef\uff0c\u5b9e\u73b0\u8fdc\u7a0b\u76d1\u63a7\u548c\u63a7\u5236\u3002<\/p>\n<\/p>\n
import RPi.GPIO as GPIO<\/p>\n
import time<\/p>\n
GPIO.setmode(GPIO.BCM)<\/p>\n
GPIO.setup(18, GPIO.OUT)<\/p>\n
try:<\/p>\n
    while True:<\/p>\n
        GPIO.output(18, GPIO.HIGH)<\/p>\n
        time.sleep(1)<\/p>\n
        GPIO.output(18, GPIO.LOW)<\/p>\n
        time.sleep(1)<\/p>\n
except KeyboardInterrupt:<\/p>\n
    GPIO.cleanup()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e8c\u3001\u673a\u5668\u4eba<\/h3>\n<\/p>\n
\u673a\u5668\u4eba\u6280\u672f\u662f\u53e6\u4e00\u4e2aPython\u5e7f\u6cdb\u5e94\u7528\u7684\u9886\u57df\u3002Python\u5728\u673a\u5668\u4eba\u5f00\u53d1\u4e2d\u7684\u4f18\u52bf\u5728\u4e8e\u5176\u6613\u7528\u6027\u548c\u5e7f\u6cdb\u7684\u5e93\u652f\u6301\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u80fd\u591f\u5feb\u901f\u5b9e\u73b0\u590d\u6742\u7684\u673a\u5668\u4eba\u529f\u80fd\u3002<\/p>\n<\/p>\n
1\u3001ROS\u4e0e\u673a\u5668\u4eba\u64cd\u4f5c\u7cfb\u7edf<\/h4>\n<\/p>\n
\u673a\u5668\u4eba\u64cd\u4f5c\u7cfb\u7edf\uff08ROS\uff09\u662f\u4e00\u4e2a\u7528\u4e8e\u673a\u5668\u4eba\u8f6f\u4ef6\u5f00\u53d1\u7684\u5f00\u6e90\u6846\u67b6\uff0c\u5b83\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u5de5\u5177\u548c\u5e93\uff0c\u652f\u6301\u5206\u5e03\u5f0f\u8ba1\u7b97\u3002Python\u662fROS\u7684\u4e3b\u8981\u7f16\u7a0b\u8bed\u8a00\u4e4b\u4e00\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5229\u7528Python\u7f16\u5199ROS\u8282\u70b9\uff0c\u5b9e\u73b0\u673a\u5668\u4eba\u5404\u4e2a\u90e8\u5206\u7684\u534f\u540c\u5de5\u4f5c\u3002<\/p>\n<\/p>\n
\u4f8b\u5982\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u4f7f\u7528Python\u7f16\u5199\u4e00\u4e2aROS\u8282\u70b9\uff0c\u63a7\u5236\u673a\u5668\u4eba\u7684\u8fd0\u52a8\uff0c\u5e76\u901a\u8fc7\u4f20\u611f\u5668\u6570\u636e\u5b9e\u73b0\u81ea\u4e3b\u5bfc\u822a\u3002<\/p>\n<\/p>\n
import rospy<\/p>\n
from geometry_msgs.msg import Twist<\/p>\n
def move():<\/p>\n
    rospy.init_node('robot_mover', anonymous=True)<\/p>\n
    pub = rospy.Publisher('\/cmd_vel', Twist, queue_size=10)<\/p>\n
    rate = rospy.Rate(10)  # 10Hz<\/p>\n
    move_cmd = Twist()<\/p>\n
    move_cmd.linear.x = 0.5  # \u8bbe\u5b9a\u673a\u5668\u4eba\u524d\u8fdb\u901f\u5ea6<\/p>\n
    move_cmd.angular.z = 0.0<\/p>\n
    while not rospy.is_shutdown():<\/p>\n
        pub.publish(move_cmd)<\/p>\n
        rate.sleep()<\/p>\n
if __name__ == '__mAI<\/a>n__':<\/p>\n
    try:<\/p>\n
        move()<\/p>\n
    except rospy.ROSInterruptException:<\/p>\n
        pass<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001OpenCV\u4e0e\u673a\u5668\u89c6\u89c9<\/h4>\n<\/p>\n
\u673a\u5668\u89c6\u89c9\u662f\u673a\u5668\u4eba\u6280\u672f\u4e2d\u7684\u4e00\u4e2a\u91cd\u8981\u9886\u57df\uff0cPython\u901a\u8fc7OpenCV\u5e93\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u56fe\u50cf\u5904\u7406\u548c\u8ba1\u7b97\u673a\u89c6\u89c9\u529f\u80fd\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u5229\u7528OpenCV\u5b9e\u73b0\u56fe\u50cf\u8bc6\u522b\u3001\u7269\u4f53\u68c0\u6d4b\u548c\u8ddf\u8e2a\u7b49\u590d\u6742\u529f\u80fd\uff0c\u4e3a\u673a\u5668\u4eba\u8d4b\u4e88\u89c6\u89c9\u80fd\u529b\u3002<\/p>\n<\/p>\n
\u4f8b\u5982\uff0c\u4f7f\u7528Python\u548cOpenCV\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5b9e\u73b0\u4e00\u4e2a\u7b80\u5355\u7684\u7269\u4f53\u68c0\u6d4b\u7cfb\u7edf\uff0c\u8bc6\u522b\u5e76\u8ddf\u8e2a\u7279\u5b9a\u989c\u8272\u7684\u7269\u4f53\u3002<\/p>\n<\/p>\n
import cv2<\/p>\n
import numpy as np<\/p>\n
cap = cv2.VideoCapture(0)<\/p>\n
while True:<\/p>\n
    ret, frame = cap.read()<\/p>\n
    hsv = cv2.cvtColor(frame, cv2.COLOR_BGR2HSV)<\/p>\n
    lower_blue = np.array([110, 50, 50])<\/p>\n
    upper_blue = np.array([130, 255, 255])<\/p>\n
    mask = cv2.inRange(hsv, lower_blue, upper_blue)<\/p>\n
    res = cv2.bitwise_and(frame, frame, mask=mask)<\/p>\n
    cv2.imshow('frame', frame)<\/p>\n
    cv2.imshow('mask', mask)<\/p>\n
    cv2.imshow('res', res)<\/p>\n
    if cv2.waitKey(1) & 0xFF == ord('q'):<\/p>\n
        break<\/p>\n
cap.release()<\/p>\n
cv2.destroyAllWindows()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e09\u3001\u5d4c\u5165\u5f0f\u7cfb\u7edf<\/h3>\n<\/p>\n
\u5d4c\u5165\u5f0f\u7cfb\u7edf\u662f\u6307\u4e13\u95e8\u4e3a\u7279\u5b9a\u529f\u80fd\u8bbe\u8ba1\u7684\u8ba1\u7b97\u673a\u7cfb\u7edf\uff0c\u901a\u5e38\u5d4c\u5165\u5230\u5176\u4ed6\u8bbe\u5907\u4e2d\u3002Python\u5728\u5d4c\u5165\u5f0f\u7cfb\u7edf\u5f00\u53d1\u4e2d\u540c\u6837\u6709\u7740\u91cd\u8981\u7684\u5e94\u7528\u3002<\/p>\n<\/p>\n
1\u3001\u5355\u7247\u673a\u4e0eMicroPython<\/h4>\n<\/p>\n
\u5355\u7247\u673a\u662f\u4e00\u79cd\u96c6\u6210\u4e86CPU\u3001\u5b58\u50a8\u5668\u548c\u8f93\u5165\u8f93\u51fa\u63a5\u53e3\u7684\u5fae\u63a7\u5236\u5668\uff0c\u5e7f\u6cdb\u7528\u4e8e\u5404\u79cd\u5d4c\u5165\u5f0f\u5e94\u7528\u4e2d\u3002MicroPython\u4f7f\u5f97\u5f00\u53d1\u8005\u53ef\u4ee5\u5728\u5355\u7247\u673a\u4e0a\u4f7f\u7528Python\u8fdb\u884c\u7f16\u7a0b\uff0c\u4ece\u800c\u7b80\u5316\u4e86\u5f00\u53d1\u8fc7\u7a0b\u3002<\/p>\n<\/p>\n
\u4f8b\u5982\uff0c\u4f7f\u7528MicroPython\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5728ESP8266\u7b49\u5355\u7247\u673a\u4e0a\u7f16\u5199\u4ee3\u7801\uff0c\u5b9e\u73b0\u65e0\u7ebf\u7f51\u7edc\u901a\u4fe1\u548c\u4f20\u611f\u5668\u6570\u636e\u91c7\u96c6\u3002<\/p>\n<\/p>\n
import network<\/p>\n
import machine<\/p>\n
sta_if = network.WLAN(network.STA_IF)<\/p>\n
sta_if.active(True)<\/p>\n
sta_if.connect('SSID', 'password')<\/p>\n
sensor = machine.ADC(0)<\/p>\n
while not sta_if.isconnected():<\/p>\n
    pass<\/p>\n
print('Network config:', sta_if.ifconfig())<\/p>\n
while True:<\/p>\n
    value = sensor.read()<\/p>\n
    print("Sensor value:", value)<\/p>\n
    time.sleep(1)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u5d4c\u5165\u5f0fLinux\u4e0ePython<\/h4>\n<\/p>\n
\u5d4c\u5165\u5f0fLinux\u7cfb\u7edf\u5e38\u7528\u4e8e\u9700\u8981\u66f4\u5f3a\u5927\u8ba1\u7b97\u80fd\u529b\u7684\u5d4c\u5165\u5f0f\u5e94\u7528\u4e2d\uff0cPython\u5728\u8fd9\u4e9b\u7cfb\u7edf\u4e0a\u8fd0\u884c\u5f97\u975e\u5e38\u6d41\u7545\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u5229\u7528Python\u7f16\u5199\u5e94\u7528\u7a0b\u5e8f\uff0c\u5b9e\u73b0\u5404\u79cd\u590d\u6742\u529f\u80fd\uff0c\u5982\u6570\u636e\u5904\u7406\u3001\u7f51\u7edc\u901a\u4fe1\u548c\u56fe\u5f62\u754c\u9762\u3002<\/p>\n<\/p>\n
\u4f8b\u5982\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5728\u5d4c\u5165\u5f0fLinux\u7cfb\u7edf\u4e0a\u4f7f\u7528Python\u7f16\u5199\u4e00\u4e2a\u6570\u636e\u91c7\u96c6\u548c\u5904\u7406\u5e94\u7528\uff0c\u5c06\u4f20\u611f\u5668\u6570\u636e\u4e0a\u4f20\u5230\u4e91\u7aef\u3002<\/p>\n<\/p>\n
import requests<\/p>\n
import json<\/p>\n
sensor_data = {<\/p>\n
    'temperature': 25.5,<\/p>\n
    'humidity': 60<\/p>\n
}<\/p>\n
response = requests.post('http:\/\/example.com\/api\/data', json=sensor_data)<\/p>\n
print(response.status_code)<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u56db\u3001\u4f20\u611f\u5668\u7f51\u7edc<\/h3>\n<\/p>\n
\u4f20\u611f\u5668\u7f51\u7edc\u662f\u6307\u7531\u5927\u91cf\u5206\u5e03\u5f0f\u4f20\u611f\u5668\u8282\u70b9\u7ec4\u6210\u7684\u7f51\u7edc\uff0c\u7528\u4e8e\u76d1\u6d4b\u548c\u6536\u96c6\u73af\u5883\u6570\u636e\u3002Python\u5728\u4f20\u611f\u5668\u7f51\u7edc\u5f00\u53d1\u4e2d\u5177\u6709\u91cd\u8981\u4f5c\u7528\uff0c\u4e3b\u8981\u539f\u56e0\u5728\u4e8e\u5176\u6613\u4e8e\u5b66\u4e60\u548c\u4f7f\u7528\uff0c\u4ee5\u53ca\u4e30\u5bcc\u7684\u7b2c\u4e09\u65b9\u5e93\u652f\u6301\u3002<\/p>\n<\/p>\n
1\u3001\u4f20\u611f\u5668\u6570\u636e\u91c7\u96c6\u4e0e\u5904\u7406<\/h4>\n<\/p>\n
Python\u7684\u4e30\u5bcc\u5e93\u652f\u6301\u4f7f\u5f97\u4f20\u611f\u5668\u6570\u636e\u7684\u91c7\u96c6\u548c\u5904\u7406\u53d8\u5f97\u975e\u5e38\u7b80\u5355\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u5229\u7528Python\u7f16\u5199\u4ee3\u7801\uff0c\u901a\u8fc7\u5404\u79cd\u63a5\u53e3\uff08\u5982I2C\u3001SPI\u548cUART\uff09\u4e0e\u4f20\u611f\u5668\u901a\u4fe1\uff0c\u91c7\u96c6\u6570\u636e\u5e76\u8fdb\u884c\u5904\u7406\u3002<\/p>\n<\/p>\n
\u4f8b\u5982\uff0c\u4f7f\u7528Python\u548cAdafruit\u7684\u4f20\u611f\u5668\u5e93\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u8f7b\u677e\u5730\u8bfb\u53d6\u6e29\u5ea6\u548c\u6e7f\u5ea6\u4f20\u611f\u5668\u7684\u6570\u636e\u3002<\/p>\n<\/p>\n
import Adafruit_DHT<\/p>\n
sensor = Adafruit_DHT.DHT22<\/p>\n
pin = 4<\/p>\n
humidity, temperature = Adafruit_DHT.read_retry(sensor, pin)<\/p>\n
print('Temp: {:.1f} C  Humidity: {}%'.format(temperature, humidity))<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u4f20\u611f\u5668\u6570\u636e\u7684\u53ef\u89c6\u5316\u4e0e\u5206\u6790<\/h4>\n<\/p>\n
Python\u7684\u5f3a\u5927\u6570\u636e\u5904\u7406\u548c\u53ef\u89c6\u5316\u5e93\uff08\u5982NumPy\u3001Pandas\u548cMatplotlib\uff09\u4f7f\u5f97\u4f20\u611f\u5668\u6570\u636e\u7684\u5206\u6790\u548c\u53ef\u89c6\u5316\u53d8\u5f97\u975e\u5e38\u7b80\u5355\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u5e93\uff0c\u5bf9\u4f20\u611f\u5668\u6570\u636e\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790\uff0c\u5e76\u751f\u6210\u5404\u79cd\u56fe\u8868\uff0c\u76f4\u89c2\u5730\u5c55\u793a\u6570\u636e\u3002<\/p>\n<\/p>\n
\u4f8b\u5982\uff0c\u4f7f\u7528Python\u548cMatplotlib\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5c06\u6e29\u5ea6\u6570\u636e\u7ed8\u5236\u6210\u6298\u7ebf\u56fe\uff0c\u76f4\u89c2\u5730\u5c55\u793a\u6e29\u5ea6\u53d8\u5316\u60c5\u51b5\u3002<\/p>\n<\/p>\n
import matplotlib.pyplot as plt<\/p>\n
temperature_data = [22.5, 23.0, 24.0, 23.5, 22.0]<\/p>\n
time_data = ['10:00', '11:00', '12:00', '13:00', '14:00']<\/p>\n
plt.plot(time_data, temperature_data)<\/p>\n
plt.xlabel('Time')<\/p>\n
plt.ylabel('Temperature (C)')<\/p>\n
plt.title('Temperature Over Time')<\/p>\n
plt.show()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e94\u3001\u81ea\u52a8\u5316\u4e0e\u63a7\u5236\u7cfb\u7edf<\/h3>\n<\/p>\n
Python\u5728\u81ea\u52a8\u5316\u548c\u63a7\u5236\u7cfb\u7edf\u4e2d\u7684\u5e94\u7528\u4e5f\u975e\u5e38\u5e7f\u6cdb\u3002\u5176\u5f3a\u5927\u7684\u5e93\u652f\u6301\u548c\u6613\u7528\u6027\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u80fd\u591f\u5feb\u901f\u5b9e\u73b0\u5404\u79cd\u81ea\u52a8\u5316\u548c\u63a7\u5236\u529f\u80fd\u3002<\/p>\n<\/p>\n
1\u3001\u5de5\u4e1a\u81ea\u52a8\u5316<\/h4>\n<\/p>\n
\u5728\u5de5\u4e1a\u81ea\u52a8\u5316\u9886\u57df\uff0cPython\u53ef\u4ee5\u7528\u4e8e\u7f16\u5199\u63a7\u5236\u7cfb\u7edf\u548c\u6570\u636e\u91c7\u96c6\u7cfb\u7edf\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u5229\u7528Python\u4e0ePLC\uff08\u53ef\u7f16\u7a0b\u903b\u8f91\u63a7\u5236\u5668\uff09\u548cSCADA\uff08\u76d1\u63a7\u4e0e\u6570\u636e\u91c7\u96c6\u7cfb\u7edf\uff09\u8fdb\u884c\u901a\u4fe1\uff0c\u5b9e\u73b0\u5bf9\u751f\u4ea7\u8fc7\u7a0b\u7684\u76d1\u63a7\u548c\u63a7\u5236\u3002<\/p>\n<\/p>\n
\u4f8b\u5982\uff0c\u4f7f\u7528Python\u548cpyModbus\u5e93\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5b9e\u73b0\u4e0eModbus\u534f\u8bae\u7684PLC\u8fdb\u884c\u901a\u4fe1\uff0c\u8bfb\u53d6\u548c\u5199\u5165\u5bc4\u5b58\u5668\u6570\u636e\u3002<\/p>\n<\/p>\n
from pymodbus.client.sync import ModbusTcpClient<\/p>\n
client = ModbusTcpClient('192.168.1.1')<\/p>\n
client.connect()<\/p>\n
\u8bfb\u53d6\u5bc4\u5b58\u5668\u6570\u636e<\/strong><\/h2>\n
rr = client.read_holding_registers(1, 1)<\/p>\n
print(rr.registers)<\/p>\n
\u5199\u5165\u5bc4\u5b58\u5668\u6570\u636e<\/strong><\/h2>\n
client.write_register(1, 10)<\/p>\n
client.close()<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u5bb6\u5ead\u81ea\u52a8\u5316<\/h4>\n<\/p>\n
Python\u5728\u5bb6\u5ead\u81ea\u52a8\u5316\u9886\u57df\u4e5f\u6709\u7740\u5e7f\u6cdb\u7684\u5e94\u7528\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u5229\u7528Python\u7f16\u5199\u4ee3\u7801\uff0c\u901a\u8fc7\u5404\u79cd\u534f\u8bae\uff08\u5982Zigbee\u3001Z-Wave\u548cMQTT\uff09\u4e0e\u667a\u80fd\u5bb6\u5c45\u8bbe\u5907\u8fdb\u884c\u901a\u4fe1\uff0c\u5b9e\u73b0\u5bf9\u706f\u5149\u3001\u6e29\u5ea6\u548c\u5b89\u9632\u7cfb\u7edf\u7684\u63a7\u5236\u3002<\/p>\n<\/p>\n
\u4f8b\u5982\uff0c\u4f7f\u7528Python\u548cHome Assistant\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5b9e\u73b0\u5bf9\u667a\u80fd\u5bb6\u5c45\u8bbe\u5907\u7684\u63a7\u5236\u548c\u81ea\u52a8\u5316\u573a\u666f\u7684\u914d\u7f6e\u3002<\/p>\n<\/p>\n
import homeassistant.remote as remote<\/p>\n
api = remote.API('192.168.1.2', 'YOUR_API_PASSWORD')<\/p>\n
\u83b7\u53d6\u8bbe\u5907\u72b6\u6001<\/strong><\/h2>\n
state = remote.get_state(api, 'light.living_room')<\/p>\n
print(state.state)<\/p>\n
\u63a7\u5236\u8bbe\u5907<\/strong><\/h2>\n
remote.call_service(api, 'light', 'turn_on', {'entity_id': 'light.living_room'})<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u516d\u3001\u6559\u80b2\u4e0e\u79d1\u7814<\/h3>\n<\/p>\n
Python\u5728\u6559\u80b2\u548c\u79d1\u7814\u9886\u57df\u7684\u5e94\u7528\u4e5f\u975e\u5e38\u5e7f\u6cdb\u3002\u5176\u7b80\u5355\u6613\u5b66\u7684\u8bed\u6cd5\u548c\u5f3a\u5927\u7684\u5e93\u652f\u6301\uff0c\u4f7f\u5f97Python\u6210\u4e3a\u6559\u80b2\u548c\u79d1\u7814\u4e2d\u7684\u91cd\u8981\u5de5\u5177\u3002<\/p>\n<\/p>\n
1\u3001\u6559\u80b2\u673a\u5668\u4eba<\/h4>\n<\/p>\n
Python\u5728\u6559\u80b2\u673a\u5668\u4eba\u5f00\u53d1\u4e2d\u5177\u6709\u91cd\u8981\u4f5c\u7528\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u5229\u7528Python\u7f16\u5199\u4ee3\u7801\uff0c\u63a7\u5236\u6559\u80b2\u673a\u5668\u4eba\uff0c\u5b9e\u73b0\u5404\u79cd\u6559\u5b66\u548c\u6f14\u793a\u529f\u80fd\u3002\u4f8b\u5982\uff0c\u4f7f\u7528Python\u548cMicro:bit\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u7f16\u5199\u4ee3\u7801\uff0c\u63a7\u5236Micro:bit\u7684LED\u663e\u793a\u5c4f\u548c\u4f20\u611f\u5668\u3002<\/p>\n<\/p>\n
from microbit import *<\/p>\n
while True:<\/p>\n
    display.scroll('Hello, world!')<\/p>\n
    sleep(1000)<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u79d1\u7814\u6570\u636e\u5904\u7406\u4e0e\u5206\u6790<\/h4>\n<\/p>\n
Python\u7684\u5f3a\u5927\u6570\u636e\u5904\u7406\u548c\u5206\u6790\u5e93\uff08\u5982NumPy\u3001Pandas\u548cSciPy\uff09\u4f7f\u5f97\u79d1\u7814\u6570\u636e\u7684\u5904\u7406\u548c\u5206\u6790\u53d8\u5f97\u975e\u5e38\u7b80\u5355\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u5229\u7528\u8fd9\u4e9b\u5e93\uff0c\u5bf9\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790\uff0c\u5e76\u751f\u6210\u5404\u79cd\u56fe\u8868\uff0c\u76f4\u89c2\u5730\u5c55\u793a\u6570\u636e\u3002<\/p>\n<\/p>\n
\u4f8b\u5982\uff0c\u4f7f\u7528Python\u548cPandas\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5bf9\u5b9e\u9a8c\u6570\u636e\u8fdb\u884c\u5904\u7406\uff0c\u5e76\u751f\u6210\u6570\u636e\u62a5\u544a\u3002<\/p>\n<\/p>\n
import pandas as pd<\/p>\n
data = {<\/p>\n
    'time': ['10:00', '11:00', '12:00', '13:00', '14:00'],<\/p>\n
    'temperature': [22.5, 23.0, 24.0, 23.5, 22.0]<\/p>\n
}<\/p>\n
df = pd.DataFrame(data)<\/p>\n
print(df.describe())<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u4e03\u3001\u533b\u7597\u8bbe\u5907<\/h3>\n<\/p>\n
Python\u5728\u533b\u7597\u8bbe\u5907\u5f00\u53d1\u4e2d\u7684\u5e94\u7528\u4e5f\u8d8a\u6765\u8d8a\u5e7f\u6cdb\u3002\u5176\u5f3a\u5927\u7684\u5e93\u652f\u6301\u548c\u6613\u7528\u6027\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u80fd\u591f\u5feb\u901f\u5b9e\u73b0\u5404\u79cd\u533b\u7597\u8bbe\u5907\u7684\u529f\u80fd\u3002<\/p>\n<\/p>\n
1\u3001\u533b\u7597\u6570\u636e\u91c7\u96c6\u4e0e\u5206\u6790<\/h4>\n<\/p>\n
Python\u7684\u4e30\u5bcc\u5e93\u652f\u6301\u4f7f\u5f97\u533b\u7597\u6570\u636e\u7684\u91c7\u96c6\u548c\u5206\u6790\u53d8\u5f97\u975e\u5e38\u7b80\u5355\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u5229\u7528Python\u7f16\u5199\u4ee3\u7801\uff0c\u901a\u8fc7\u5404\u79cd\u63a5\u53e3\uff08\u5982I2C\u3001SPI\u548cUART\uff09\u4e0e\u533b\u7597\u4f20\u611f\u5668\u8fdb\u884c\u901a\u4fe1\uff0c\u91c7\u96c6\u6570\u636e\u5e76\u8fdb\u884c\u5206\u6790\u3002<\/p>\n<\/p>\n
\u4f8b\u5982\uff0c\u4f7f\u7528Python\u548c\u751f\u7269\u533b\u5b66\u4f20\u611f\u5668\u5e93\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u8bfb\u53d6\u5fc3\u7387\u4f20\u611f\u5668\u7684\u6570\u636e\uff0c\u5e76\u8fdb\u884c\u5206\u6790\u3002<\/p>\n<\/p>\n
import biomedical_sensor as bms<\/p>\n
sensor = bms.HeartRateSensor()<\/p>\n
data = sensor.read_data()<\/p>\n
print('Heart Rate:', data['heart_rate'])<\/p>\n
<\/code><\/pre>\n<\/p>\n
2\u3001\u533b\u7597\u56fe\u50cf\u5904\u7406\u4e0e\u5206\u6790<\/h4>\n<\/p>\n
Python\u5728\u533b\u7597\u56fe\u50cf\u5904\u7406\u4e0e\u5206\u6790\u4e2d\u7684\u5e94\u7528\u4e5f\u975e\u5e38\u5e7f\u6cdb\u3002\u5176\u5f3a\u5927\u7684\u56fe\u50cf\u5904\u7406\u548c\u5206\u6790\u5e93\uff08\u5982OpenCV\u548cscikit-image\uff09\u4f7f\u5f97\u5f00\u53d1\u8005\u80fd\u591f\u5feb\u901f\u5b9e\u73b0\u533b\u7597\u56fe\u50cf\u7684\u5904\u7406\u548c\u5206\u6790\u3002<\/p>\n<\/p>\n
\u4f8b\u5982\uff0c\u4f7f\u7528Python\u548cscikit-image\uff0c\u5f00\u53d1\u8005\u53ef\u4ee5\u5bf9\u533b\u7597\u56fe\u50cf\u8fdb\u884c\u5904\u7406\u548c\u5206\u6790\uff0c\u63d0\u53d6\u611f\u5174\u8da3\u7684\u533a\u57df\u3002<\/p>\n<\/p>\n
import matplotlib.pyplot as plt<\/p>\n
from skimage import io, filters<\/p>\n
image = io.imread('medical_image.jpg', as_gray=True)<\/p>\n
edges = filters.sobel(image)<\/p>\n
plt.imshow(edges, cmap='gray')<\/p>\n
plt.title('Edge Detection')<\/p>\n
plt.show()<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u603b\u7ed3\u6765\u8bf4\uff0cPython\u5728\u786c\u4ef6\u8bbe\u5907\u5f00\u53d1\u4e2d\u7684\u5e94\u7528\u975e\u5e38\u5e7f\u6cdb\uff0c\u5176\u5f3a\u5927\u7684\u5e93\u652f\u6301\u548c\u6613\u7528\u6027\uff0c\u4f7f\u5f97\u5f00\u53d1\u8005\u80fd\u591f\u5feb\u901f\u5b9e\u73b0\u5404\u79cd\u786c\u4ef6\u8bbe\u5907\u7684\u529f\u80fd\u3002\u65e0\u8bba\u662f\u7269\u8054\u7f51\u8bbe\u5907\u3001\u673a\u5668\u4eba\u3001\u5d4c\u5165\u5f0f\u7cfb\u7edf\u3001\u4f20\u611f\u5668\u7f51\u7edc\u3001\u81ea\u52a8\u5316\u4e0e\u63a7\u5236\u7cfb\u7edf\uff0c\u8fd8\u662f\u6559\u80b2\u4e0e\u79d1\u7814\u3001\u533b\u7597\u8bbe\u5907\uff0cPython\u90fd\u80fd\u53d1\u6325\u91cd\u8981\u4f5c\u7528\u3002\u901a\u8fc7\u672c\u6587\u7684\u4ecb\u7ecd\uff0c\u5e0c\u671b\u80fd\u5e2e\u52a9\u5f00\u53d1\u8005\u66f4\u597d\u5730\u7406\u89e3Python\u5728\u786c\u4ef6\u8bbe\u5907\u5f00\u53d1\u4e2d\u7684\u5e94\u7528\uff0c\u5e76\u5229\u7528Python\u5b9e\u73b0\u81ea\u5df1\u7684\u786c\u4ef6\u9879\u76ee\u3002<\/p>\n<\/p>\n
\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
1. \u4f60\u53ef\u4ee5\u7528Python\u5f00\u53d1\u54ea\u4e9b\u7c7b\u578b\u7684\u786c\u4ef6\u8bbe\u5907\uff1f<\/strong><\/p>\n
Python\u662f\u4e00\u79cd\u529f\u80fd\u5f3a\u5927\u4e14\u7075\u6d3b\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u53ef\u4ee5\u7528\u4e8e\u5f00\u53d1\u5404\u79cd\u7c7b\u578b\u7684\u786c\u4ef6\u8bbe\u5907\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u7684\u5e94\u7528\u9886\u57df\uff1a<\/p>\n
    \n
  • \n
    \u7269\u8054\u7f51\u8bbe\u5907\uff08IoT\uff09<\/strong>\uff1aPython\u53ef\u4ee5\u7528\u4e8e\u5f00\u53d1\u7269\u8054\u7f51\u8bbe\u5907\uff0c\u5982\u667a\u80fd\u5bb6\u5c45\u8bbe\u5907\u3001\u4f20\u611f\u5668\u548c\u65e0\u7ebf\u901a\u4fe1\u6a21\u5757\u7b49\u3002<\/p>\n<\/li>\n
  • \n
    \u5d4c\u5165\u5f0f\u7cfb\u7edf<\/strong>\uff1aPython\u53ef\u4ee5\u7528\u4e8e\u5f00\u53d1\u5d4c\u5165\u5f0f\u7cfb\u7edf\uff0c\u5982\u5355\u7247\u673a\u548c\u5fae\u63a7\u5236\u5668\u7b49\u3002<\/p>\n<\/li>\n
  • \n
    \u673a\u5668\u4eba<\/strong>\uff1aPython\u53ef\u4ee5\u7528\u4e8e\u5f00\u53d1\u5404\u79cd\u7c7b\u578b\u7684\u673a\u5668\u4eba\uff0c\u5305\u62ec\u5de5\u4e1a\u673a\u5668\u4eba\u3001\u670d\u52a1\u673a\u5668\u4eba\u548c\u6559\u80b2\u673a\u5668\u4eba\u7b49\u3002<\/p>\n<\/li>\n
  • \n
    \u65e0\u4eba\u673a\u548c\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66<\/strong>\uff1aPython\u53ef\u4ee5\u7528\u4e8e\u5f00\u53d1\u65e0\u4eba\u673a\u548c\u81ea\u52a8\u9a7e\u9a76\u6c7d\u8f66\u7684\u63a7\u5236\u7cfb\u7edf\u548c\u7b97\u6cd5\u3002<\/p>\n<\/li>\n
  • \n
    \u4f20\u611f\u5668\u548c\u6d4b\u91cf\u8bbe\u5907<\/strong>\uff1aPython\u53ef\u4ee5\u7528\u4e8e\u5f00\u53d1\u5404\u79cd\u7c7b\u578b\u7684\u4f20\u611f\u5668\u548c\u6d4b\u91cf\u8bbe\u5907\uff0c\u5982\u6e29\u5ea6\u4f20\u611f\u5668\u3001\u52a0\u901f\u5ea6\u8ba1\u548c\u5149\u5b66\u6d4b\u91cf\u4eea\u5668\u7b49\u3002<\/p>\n<\/li>\n
  • \n
    \u97f3\u9891\u548c\u89c6\u9891\u8bbe\u5907<\/strong>\uff1aPython\u53ef\u4ee5\u7528\u4e8e\u5f00\u53d1\u97f3\u9891\u548c\u89c6\u9891\u8bbe\u5907\uff0c\u5982\u97f3\u4e50\u5408\u6210\u5668\u3001\u8bed\u97f3\u8bc6\u522b\u7cfb\u7edf\u548c\u89c6\u9891\u76d1\u63a7\u7cfb\u7edf\u7b49\u3002<\/p>\n<\/li>\n<\/ul>\n
    2. Python\u53ef\u4ee5\u5982\u4f55\u4e0e\u786c\u4ef6\u8bbe\u5907\u8fdb\u884c\u4ea4\u4e92\uff1f<\/strong><\/p>\n
    Python\u53ef\u4ee5\u901a\u8fc7\u5404\u79cd\u65b9\u5f0f\u4e0e\u786c\u4ef6\u8bbe\u5907\u8fdb\u884c\u4ea4\u4e92\uff0c\u5305\u62ec\u4ee5\u4e0b\u51e0\u79cd\u5e38\u89c1\u7684\u65b9\u6cd5\uff1a<\/p>\n
      \n
    • \n
      \u4e32\u53e3\u901a\u4fe1<\/strong>\uff1aPython\u53ef\u4ee5\u901a\u8fc7\u4e32\u53e3\u901a\u4fe1\u4e0e\u786c\u4ef6\u8bbe\u5907\u8fdb\u884c\u6570\u636e\u4ea4\u6362\uff0c\u4f8b\u5982\u4f7f\u7528PySerial\u5e93\u6765\u5b9e\u73b0\u3002<\/p>\n<\/li>\n
    • \n
      GPIO\u63a7\u5236<\/strong>\uff1aPython\u53ef\u4ee5\u901a\u8fc7GPIO\uff08\u901a\u7528\u8f93\u5165\u8f93\u51fa\uff09\u63a5\u53e3\u63a7\u5236\u786c\u4ef6\u8bbe\u5907\u7684\u8f93\u5165\u548c\u8f93\u51fa\uff0c\u4f8b\u5982\u4f7f\u7528RPi.GPIO\u5e93\u6765\u63a7\u5236\u6811\u8393\u6d3e\u7684GPIO\u5f15\u811a\u3002<\/p>\n<\/li>\n
    • \n
      SPI\u548cI2C\u901a\u4fe1<\/strong>\uff1aPython\u53ef\u4ee5\u901a\u8fc7SPI\uff08\u4e32\u884c\u5916\u8bbe\u63a5\u53e3\uff09\u548cI2C\uff08\u4e32\u884c\u603b\u7ebf\u63a5\u53e3\uff09\u4e0e\u652f\u6301\u8fd9\u4e9b\u901a\u4fe1\u534f\u8bae\u7684\u786c\u4ef6\u8bbe\u5907\u8fdb\u884c\u6570\u636e\u4ea4\u6362\u3002<\/p>\n<\/li>\n
    • \n
      \u7f51\u7edc\u901a\u4fe1<\/strong>\uff1aPython\u53ef\u4ee5\u901a\u8fc7\u7f51\u7edc\u534f\u8bae\u4e0e\u786c\u4ef6\u8bbe\u5907\u8fdb\u884c\u901a\u4fe1\uff0c\u4f8b\u5982\u4f7f\u7528socket\u5e93\u5b9e\u73b0TCP\/IP\u901a\u4fe1\u3002<\/p>\n<\/li>\n<\/ul>\n
      3. \u6211\u9700\u8981\u5177\u5907\u54ea\u4e9b\u6280\u80fd\u624d\u80fd\u7528Python\u5f00\u53d1\u786c\u4ef6\u8bbe\u5907\uff1f<\/strong><\/p>\n
      \u8981\u7528Python\u5f00\u53d1\u786c\u4ef6\u8bbe\u5907\uff0c\u4f60\u9700\u8981\u5177\u5907\u4ee5\u4e0b\u51e0\u4e2a\u57fa\u672c\u6280\u80fd\uff1a<\/p>\n
        \n
      • \n
        Python\u7f16\u7a0b\u57fa\u7840<\/strong>\uff1a\u719f\u6089Python\u8bed\u8a00\u7684\u57fa\u672c\u8bed\u6cd5\u548c\u5e38\u7528\u5e93\uff0c\u4e86\u89e3\u9762\u5411\u5bf9\u8c61\u7f16\u7a0b\u7684\u6982\u5ff5\u3002<\/p>\n<\/li>\n
      • \n
        \u786c\u4ef6\u77e5\u8bc6<\/strong>\uff1a\u5bf9\u4e8e\u8981\u5f00\u53d1\u7684\u786c\u4ef6\u8bbe\u5907\uff0c\u9700\u8981\u4e86\u89e3\u76f8\u5173\u7684\u786c\u4ef6\u77e5\u8bc6\uff0c\u4f8b\u5982\u7535\u8def\u539f\u7406\u3001\u4f20\u611f\u5668\u5de5\u4f5c\u539f\u7406\u7b49\u3002<\/p>\n<\/li>\n
      • \n
        \u786c\u4ef6\u63a5\u53e3\u548c\u901a\u4fe1\u534f\u8bae<\/strong>\uff1a\u4e86\u89e3\u786c\u4ef6\u8bbe\u5907\u7684\u63a5\u53e3\u7c7b\u578b\uff08\u5982GPIO\u3001SPI\u3001I2C\u7b49\uff09\u548c\u901a\u4fe1\u534f\u8bae\uff08\u5982\u4e32\u53e3\u901a\u4fe1\u3001\u7f51\u7edc\u901a\u4fe1\u7b49\uff09\u3002<\/p>\n<\/li>\n
      • \n
        \u8c03\u8bd5\u548c\u6545\u969c\u6392\u9664<\/strong>\uff1a\u5177\u5907\u826f\u597d\u7684\u8c03\u8bd5\u548c\u6545\u969c\u6392\u9664\u80fd\u529b\uff0c\u80fd\u591f\u5b9a\u4f4d\u548c\u89e3\u51b3\u786c\u4ef6\u8bbe\u5907\u5f00\u53d1\u8fc7\u7a0b\u4e2d\u7684\u95ee\u9898\u3002<\/p>\n<\/li>\n
      • \n
        \u56e2\u961f\u5408\u4f5c\u548c\u6c9f\u901a\u80fd\u529b<\/strong>\uff1a\u5728\u5f00\u53d1\u786c\u4ef6\u8bbe\u5907\u7684\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u80fd\u9700\u8981\u4e0e\u56e2\u961f\u6210\u5458\u8fdb\u884c\u5408\u4f5c\u548c\u6c9f\u901a\uff0c\u6240\u4ee5\u5177\u5907\u56e2\u961f\u5408\u4f5c\u548c\u6c9f\u901a\u80fd\u529b\u662f\u5fc5\u8981\u7684\u3002<\/p>\n<\/li>\n<\/ul>\n","protected":false},"excerpt":{"rendered":"Python\u662f\u4e00\u79cd\u529f\u80fd\u5f3a\u5927\u4e14\u7075\u6d3b\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u5e7f\u6cdb\u7528\u4e8e\u5404\u79cd\u786c\u4ef6\u8bbe\u5907\u7684\u5f00\u53d1\u3002Python\u80fd\u5f00\u53d1\u7684\u786c\u4ef6\u8bbe\u5907\u5305\u62ec\u7269\u8054\u7f51 […]","protected":false},"author":3,"featured_media":788408,"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\/788405"}],"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=788405"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/788405\/revisions"}],"predecessor-version":[{"id":788410,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/788405\/revisions\/788410"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/788408"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=788405"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=788405"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=788405"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}