{"id":926,"date":"2025-01-12T10:16:38","date_gmt":"2025-01-12T02:16:38","guid":{"rendered":"https:\/\/www.laixuexila.com\/?p=926"},"modified":"2025-01-19T19:49:37","modified_gmt":"2025-01-19T11:49:37","slug":"python%e5%9c%a8%e7%89%a9%e8%81%94%e7%bd%91%e4%b8%ad%e7%9a%84%e5%ba%94%e7%94%a8%ef%bc%9a%e5%88%9b%e6%96%b0%e4%b8%8e%e5%8f%91%e5%b1%95%e8%b6%8b%e5%8a%bf","status":"publish","type":"post","link":"https:\/\/www.laixuexila.com\/index.php\/2025\/01\/12\/python%e5%9c%a8%e7%89%a9%e8%81%94%e7%bd%91%e4%b8%ad%e7%9a%84%e5%ba%94%e7%94%a8%ef%bc%9a%e5%88%9b%e6%96%b0%e4%b8%8e%e5%8f%91%e5%b1%95%e8%b6%8b%e5%8a%bf\/","title":{"rendered":"Python\u5728\u7269\u8054\u7f51\u4e2d\u7684\u5e94\u7528\uff1a\u521b\u65b0\u4e0e\u53d1\u5c55\u8d8b\u52bf"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/baike.baidu.com\/item\/\u7269\u8054\u7f51\/7306589\">\u7269\u8054\u7f51<\/a>\uff08IoT\uff0cInternet of Things\uff09\u662f\u901a\u8fc7\u7f51\u7edc\u8fde\u63a5\u5404\u79cd<strong>\u8bbe\u5907<\/strong>\u548c<strong>\u4f20\u611f\u5668<\/strong>\uff0c\u5229\u7528<strong>\u6570\u636e\u4f20\u8f93<\/strong>\u8fdb\u884c<strong>\u667a\u80fd\u5316\u5904\u7406<\/strong>\u7684\u7cfb\u7edf\u3002\u968f\u7740\u7269\u8054\u7f51\u7684\u8fc5\u901f\u53d1\u5c55\uff0c<strong>Python<\/strong>\u56e0\u5176<strong>\u6613\u7528\u6027<\/strong>\u3001<strong>\u7075\u6d3b\u6027<\/strong>\u548c\u5f3a\u5927\u7684<strong>\u5e93\u751f\u6001<\/strong>\uff0c\u6210\u4e3a\u7269\u8054\u7f51\u5f00\u53d1\u4e2d\u975e\u5e38\u91cd\u8981\u7684<strong>\u7f16\u7a0b\u8bed\u8a00<\/strong>\u4e4b\u4e00\u3002\u672c\u6587\u5c06\u4ecb\u7ecd<strong>Python\u5728\u7269\u8054\u7f51\u4e2d\u7684\u5e94\u7528<\/strong>\uff0c\u5e76\u63a2\u8ba8\u5176<strong>\u521b\u65b0<\/strong>\u4e0e<strong>\u53d1\u5c55\u8d8b\u52bf<\/strong>\uff0c\u5982\u5982\u4f55\u901a\u8fc7Python\u4f18\u5316\u8bbe\u5907\u95f4\u901a\u4fe1\u548c\u6570\u636e\u5206\u6790\u80fd\u529b\uff0c\u4ee5\u53ca\u5176\u5728<strong>\u667a\u80fd\u5bb6\u5c45<\/strong>\u3001<strong>\u5de5\u4e1a\u81ea\u52a8\u5316<\/strong>\u7b49\u9886\u57df\u7684\u5e94\u7528\u6f5c\u529b\u3002<\/p>\n<\/blockquote>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<p class=\"wp-block-paragraph\"> <img loading=\"lazy\" decoding=\"async\" width=\"150\" height=\"150\" class=\"wp-image-1104\" style=\"width: 150px;\" src=\"http:\/\/www.laixuexila.com\/wp-content\/uploads\/2025\/01\/DALL\u00b7E-2025-01-19-19.34.48-A-visual-representation-of-Pythons-application-in-the-Internet-of-Things-IoT-showcasing-a-network-of-devices-sensors-and-cloud-computing-with-a.webp\" alt=\"\" srcset=\"https:\/\/www.laixuexila.com\/wp-content\/uploads\/2025\/01\/DALL\u00b7E-2025-01-19-19.34.48-A-visual-representation-of-Pythons-application-in-the-Internet-of-Things-IoT-showcasing-a-network-of-devices-sensors-and-cloud-computing-with-a.webp 1024w, https:\/\/www.laixuexila.com\/wp-content\/uploads\/2025\/01\/DALL\u00b7E-2025-01-19-19.34.48-A-visual-representation-of-Pythons-application-in-the-Internet-of-Things-IoT-showcasing-a-network-of-devices-sensors-and-cloud-computing-with-a-300x300.webp 300w, https:\/\/www.laixuexila.com\/wp-content\/uploads\/2025\/01\/DALL\u00b7E-2025-01-19-19.34.48-A-visual-representation-of-Pythons-application-in-the-Internet-of-Things-IoT-showcasing-a-network-of-devices-sensors-and-cloud-computing-with-a-150x150.webp 150w, https:\/\/www.laixuexila.com\/wp-content\/uploads\/2025\/01\/DALL\u00b7E-2025-01-19-19.34.48-A-visual-representation-of-Pythons-application-in-the-Internet-of-Things-IoT-showcasing-a-network-of-devices-sensors-and-cloud-computing-with-a-768x768.webp 768w\" sizes=\"auto, (max-width: 150px) 100vw, 150px\" \/><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e00\u3001Python \u5728\u7269\u8054\u7f51\u4e2d\u7684\u5e94\u7528\u573a\u666f<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Python \u5728\u7269\u8054\u7f51\u4e2d\u7684\u5e94\u7528\u6db5\u76d6\u4e86\u4ece\u8bbe\u5907\u7aef\u7684\u6570\u636e\u91c7\u96c6\u3001\u5904\u7406\u5230\u4e91\u7aef\u7684\u667a\u80fd\u5206\u6790\u7b49\u5404\u4e2a\u65b9\u9762\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5178\u578b\u7684\u5e94\u7528\u573a\u666f\uff1a<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. <strong>\u4f20\u611f\u5668\u6570\u636e\u91c7\u96c6\u4e0e\u5904\u7406<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u7269\u8054\u7f51\u8bbe\u5907\u901a\u5e38\u901a\u8fc7\u4f20\u611f\u5668\u6536\u96c6\u73af\u5883\u6570\u636e\uff0c\u5982\u6e29\u5ea6\u3001\u6e7f\u5ea6\u3001\u7a7a\u6c14\u8d28\u91cf\u7b49\uff0cPython \u53ef\u4ee5\u8f7b\u677e\u5730\u4e0e\u4f20\u611f\u5668\u8fdb\u884c\u4ea4\u4e92\uff0c\u91c7\u96c6\u5e76\u5904\u7406\u8fd9\u4e9b\u6570\u636e\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5e94\u7528\u6848\u4f8b<\/strong>\uff1a\u4f7f\u7528 <code>RPi.GPIO<\/code> \u6216 <code>gpiozero<\/code> \u5e93\u4e0e\u6811\u8393\u6d3e\u7b49\u786c\u4ef6\u8fdb\u884c\u4f20\u611f\u5668\u6570\u636e\u7684\u91c7\u96c6\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>  import RPi.GPIO as GPIO\n  import time\n\n  GPIO.setmode(GPIO.BOARD)\n  GPIO.setup(7, GPIO.IN)\n\n  try:\n      while True:\n          if GPIO.input(7):\n              print(\"Sensor triggered!\")\n          time.sleep(1)\n  except KeyboardInterrupt:\n      GPIO.cleanup()<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">2. <strong>\u8bbe\u5907\u901a\u4fe1\u4e0e\u63a7\u5236<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u7269\u8054\u7f51\u4e2d\uff0c\u8bbe\u5907\u4e4b\u95f4\u901a\u5e38\u9700\u8981\u8fdb\u884c\u901a\u4fe1\u3002Python \u7684 <code>paho-mqtt<\/code> \u548c <code>socket<\/code> \u5e93\u4f7f\u5f97\u8bbe\u5907\u80fd\u591f\u901a\u8fc7\u7f51\u7edc\u8fdb\u884c\u6d88\u606f\u4f20\u9012\u548c\u63a7\u5236\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5e94\u7528\u6848\u4f8b<\/strong>\uff1a\u4f7f\u7528 <code>MQTT<\/code> \u534f\u8bae\u8fde\u63a5\u8bbe\u5907\u5e76\u8fdb\u884c\u8fdc\u7a0b\u63a7\u5236\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>  import paho.mqtt.client as mqtt\n\n  def on_connect(client, userdata, flags, rc):\n      print(\"Connected with result code \"+str(rc))\n      client.subscribe(\"home\/livingroom\/light\")\n\n  def on_message(client, userdata, msg):\n      print(f\"Message received: {msg.payload.decode()}\")\n\n  client = mqtt.Client()\n  client.on_connect = on_connect\n  client.on_message = on_message\n\n  client.connect(\"mqtt.eclipse.org\", 1883, 60)\n  client.loop_forever()<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">3. <strong>\u6570\u636e\u5206\u6790\u4e0e\u51b3\u7b56\u652f\u6301<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Python \u5728\u7269\u8054\u7f51\u4e2d\u4e0d\u4ec5\u53ef\u4ee5\u8fdb\u884c\u6570\u636e\u91c7\u96c6\uff0c\u8fd8\u80fd\u591f\u901a\u8fc7\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u548c\u673a\u5668\u5b66\u4e60\u5de5\u5177\uff08\u5982 <code>Pandas<\/code>\u3001<code>NumPy<\/code>\u3001<code>scikit-learn<\/code>\uff09\u5bf9\u6570\u636e\u8fdb\u884c\u5206\u6790\uff0c\u63d0\u4f9b\u667a\u80fd\u5316\u7684\u51b3\u7b56\u652f\u6301\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5e94\u7528\u6848\u4f8b<\/strong>\uff1a\u901a\u8fc7\u5206\u6790\u4ece\u6e29\u6e7f\u5ea6\u4f20\u611f\u5668\u6536\u96c6\u7684\u6570\u636e\uff0c\u5229\u7528 <code>scikit-learn<\/code> \u9884\u6d4b\u672a\u6765\u7684\u73af\u5883\u53d8\u5316\u8d8b\u52bf\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>  from sklearn.linear_model import LinearRegression\n  import numpy as np\n\n  # \u5047\u8bbe\u5df2\u6709\u6e29\u6e7f\u5ea6\u6570\u636e\uff08X\uff1a\u6e29\u5ea6\uff0cY\uff1a\u6e7f\u5ea6\uff09\n  X = np.array(&#91;&#91;30], &#91;32], &#91;33], &#91;35], &#91;36]])\n  y = np.array(&#91;60, 58, 55, 50, 48])\n\n  model = LinearRegression()\n  model.fit(X, y)\n\n  # \u9884\u6d4b\u672a\u6765\u6e29\u5ea6\u53d8\u5316\u5bf9\u6e7f\u5ea6\u7684\u5f71\u54cd\n  predicted_humidity = model.predict(&#91;&#91;37]])\n  print(f\"Predicted humidity: {predicted_humidity&#91;0]}\")<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">4. <strong>\u4e91\u5e73\u53f0\u4e0e\u7269\u8054\u7f51\u7684\u96c6\u6210<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Python \u5728\u7269\u8054\u7f51\u4e2d\u8fd8\u5e7f\u6cdb\u5e94\u7528\u4e8e\u4e0e\u4e91\u5e73\u53f0\u7684\u5bf9\u63a5\u3002Python \u53ef\u4ee5\u901a\u8fc7\u4e0e\u5404\u5927\u4e91\u670d\u52a1\u5e73\u53f0\uff08\u5982 AWS IoT\u3001Google Cloud IoT\u3001Microsoft Azure IoT\uff09\u8fdb\u884c\u901a\u4fe1\uff0c\u5c06\u8bbe\u5907\u6570\u636e\u4e0a\u4f20\u5230\u4e91\u7aef\uff0c\u8fdb\u884c\u5b58\u50a8\u3001\u5206\u6790\u548c\u5904\u7406\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5e94\u7528\u6848\u4f8b<\/strong>\uff1a\u5c06\u4f20\u611f\u5668\u6570\u636e\u901a\u8fc7 Python \u811a\u672c\u4e0a\u4f20\u5230 AWS IoT\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>  import boto3\n\n  client = boto3.client('iot-data', region_name='us-east-1')\n\n  response = client.publish(\n      topic='home\/livingroom\/temperature',\n      qos=1,\n      payload='{\"temperature\": 22.5}'\n  )<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e8c\u3001Python \u5728\u7269\u8054\u7f51\u4e2d\u7684\u521b\u65b0\u5e94\u7528<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u968f\u7740\u7269\u8054\u7f51\u6280\u672f\u7684\u4e0d\u65ad\u53d1\u5c55\uff0cPython \u4e5f\u5728\u591a\u4e2a\u521b\u65b0\u9886\u57df\u4e2d\u53d1\u6325\u7740\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u4f5c\u7528\uff1a<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. <strong>\u8fb9\u7f18\u8ba1\u7b97<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u8fb9\u7f18\u8ba1\u7b97\u662f\u5728\u6570\u636e\u6e90\u9644\u8fd1\u8fdb\u884c\u6570\u636e\u5904\u7406\uff0c\u4ee5\u51cf\u5c11\u5ef6\u8fdf\u548c\u5e26\u5bbd\u6d88\u8017\u3002\u5728\u7269\u8054\u7f51\u4e2d\uff0cPython \u4f5c\u4e3a\u4e00\u79cd\u9ad8\u6548\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u5e7f\u6cdb\u5e94\u7528\u4e8e\u8fb9\u7f18\u8bbe\u5907\u4e2d\u8fdb\u884c\u6570\u636e\u5904\u7406\u548c\u51b3\u7b56\u652f\u6301\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u521b\u65b0\u5e94\u7528<\/strong>\uff1a\u4f7f\u7528 Python \u5728\u8fb9\u7f18\u8bbe\u5907\u4e0a\u8fdb\u884c\u7b80\u5355\u7684\u673a\u5668\u5b66\u4e60\u6a21\u578b\u63a8\u7406\uff0c\u5b9e\u65f6\u5904\u7406\u4f20\u611f\u5668\u6570\u636e\u5e76\u4f5c\u51fa\u51b3\u7b56\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">2. <strong>\u667a\u80fd\u5bb6\u5c45\u7cfb\u7edf<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Python \u5728\u667a\u80fd\u5bb6\u5c45\u9886\u57df\u7684\u5e94\u7528\u65e5\u76ca\u5e7f\u6cdb\uff0c\u7528\u6237\u53ef\u4ee5\u901a\u8fc7 Python \u811a\u672c\u63a7\u5236\u5bb6\u5c45\u8bbe\u5907\uff08\u5982\u706f\u5149\u3001\u6e29\u63a7\u3001\u95e8\u9501\u7b49\uff09\uff0c\u5e76\u5b9e\u73b0\u667a\u80fd\u5316\u573a\u666f\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u521b\u65b0\u5e94\u7528<\/strong>\uff1a\u7ed3\u5408\u8bed\u97f3\u8bc6\u522b\u548c\u81ea\u7136\u8bed\u8a00\u5904\u7406\uff08NLP\uff09\u6280\u672f\uff0c\u901a\u8fc7 Python \u5b9e\u73b0\u8bed\u97f3\u63a7\u5236\u5bb6\u5c45\u8bbe\u5907\u3002<\/li>\n<\/ul>\n\n\n\n<h4 class=\"wp-block-heading\">3. <strong>\u7269\u8054\u7f51\u6570\u636e\u5b89\u5168<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u968f\u7740\u7269\u8054\u7f51\u8bbe\u5907\u7684\u5927\u89c4\u6a21\u90e8\u7f72\uff0c\u5b89\u5168\u95ee\u9898\u65e5\u76ca\u7a81\u51fa\u3002Python \u5728\u7269\u8054\u7f51\u6570\u636e\u5b89\u5168\u9886\u57df\u7684\u5e94\u7528\u9010\u6e10\u589e\u591a\uff0c\u5c24\u5176\u662f\u5728\u52a0\u5bc6\u3001\u8eab\u4efd\u9a8c\u8bc1\u548c\u901a\u4fe1\u5b89\u5168\u65b9\u9762\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u521b\u65b0\u5e94\u7528<\/strong>\uff1a\u5229\u7528 Python \u7f16\u5199\u52a0\u5bc6\u7b97\u6cd5\u4fdd\u62a4 IoT \u6570\u636e\u4f20\u8f93\u7684\u5b89\u5168\u6027\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>  from cryptography.fernet import Fernet\n\n  # \u751f\u6210\u5bc6\u94a5\n  key = Fernet.generate_key()\n  cipher_suite = Fernet(key)\n\n  # \u52a0\u5bc6\u6570\u636e\n  encrypted_data = cipher_suite.encrypt(b\"sensor_data\")\n  print(f\"Encrypted: {encrypted_data}\")\n\n  # \u89e3\u5bc6\u6570\u636e\n  decrypted_data = cipher_suite.decrypt(encrypted_data)\n  print(f\"Decrypted: {decrypted_data.decode()}\")<\/code><\/pre>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e09\u3001Python \u5728\u7269\u8054\u7f51\u4e2d\u7684\u53d1\u5c55\u8d8b\u52bf<\/h3>\n\n\n\n<h4 class=\"wp-block-heading\">1. <strong>\u66f4\u5f3a\u5927\u7684\u786c\u4ef6\u652f\u6301<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u968f\u7740\u6811\u8393\u6d3e\u3001BeagleBone \u7b49\u7269\u8054\u7f51\u5f00\u53d1\u677f\u7684\u666e\u53ca\uff0cPython \u5c06\u7ee7\u7eed\u5f97\u5230\u8d8a\u6765\u8d8a\u591a\u7684\u786c\u4ef6\u5e73\u53f0\u7684\u652f\u6301\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u5229\u7528 Python \u7f16\u5199\u811a\u672c\uff0c\u63a7\u5236\u786c\u4ef6\u8bbe\u5907\u5e76\u8fdb\u884c\u6570\u636e\u5904\u7406\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. <strong>\u96c6\u6210\u66f4\u591a\u667a\u80fd\u5316\u529f\u80fd<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u7269\u8054\u7f51\u8bbe\u5907\u7684\u667a\u80fd\u5316\u9700\u6c42\u8d8a\u6765\u8d8a\u5f3a\u70c8\uff0cPython \u5728\u673a\u5668\u5b66\u4e60\u548c\u4eba\u5de5\u667a\u80fd\uff08AI\uff09\u9886\u57df\u7684\u4f18\u52bf\u5c06\u4e3a\u7269\u8054\u7f51\u8bbe\u5907\u5e26\u6765\u66f4\u591a\u667a\u80fd\u5316\u5e94\u7528\u3002Python \u7684\u6df1\u5ea6\u5b66\u4e60\u6846\u67b6\uff08\u5982 TensorFlow\u3001PyTorch\uff09\u5c06\u88ab\u96c6\u6210\u5230\u8fb9\u7f18\u8bbe\u5907\u4e2d\uff0c\u4ee5\u5b9e\u73b0\u8bbe\u5907\u7684\u667a\u80fd\u5316\u5206\u6790\u548c\u9884\u6d4b\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3. <strong>5G \u4e0e\u7269\u8054\u7f51\u7684\u7ed3\u5408<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u968f\u7740 5G \u6280\u672f\u7684\u9010\u6b65\u5546\u7528\uff0c\u7269\u8054\u7f51\u7684\u8fde\u63a5\u901f\u5ea6\u548c\u5e26\u5bbd\u5c06\u5927\u5e45\u63d0\u5347\uff0cPython \u5c06\u5728\u4f4e\u5ef6\u8fdf\u3001\u9ad8\u901f\u6570\u636e\u5904\u7406\u7684\u573a\u666f\u4e2d\u53d1\u6325\u91cd\u8981\u4f5c\u7528\u3002Python \u5c06\u5728\u9ad8\u6548\u7684\u6570\u636e\u5904\u7406\u3001\u5b9e\u65f6\u5206\u6790\u7b49\u65b9\u9762\u63d0\u4f9b\u652f\u6301\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">4. <strong>\u589e\u5f3a\u7684\u5b89\u5168\u6027\u548c\u9690\u79c1\u4fdd\u62a4<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u7269\u8054\u7f51\u5b89\u5168\u95ee\u9898\u4ecd\u662f\u4e00\u4e2a\u6311\u6218\uff0c\u968f\u7740\u52a0\u5bc6\u6280\u672f\u548c\u5b89\u5168\u534f\u8bae\u7684\u4e0d\u65ad\u53d1\u5c55\uff0cPython \u5c06\u5728\u7269\u8054\u7f51\u7684\u5b89\u5168\u6027\u3001\u8eab\u4efd\u9a8c\u8bc1\u3001\u6570\u636e\u4fdd\u62a4\u7b49\u9886\u57df\u53d1\u6325\u66f4\u5927\u7684\u4f5c\u7528\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u56db\u3001\u603b\u7ed3<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Python \u5728\u7269\u8054\u7f51\u4e2d\u7684\u5e94\u7528\u975e\u5e38\u5e7f\u6cdb\uff0c\u4ece\u4f20\u611f\u5668\u6570\u636e\u91c7\u96c6\u3001\u8bbe\u5907\u901a\u4fe1\u5230\u4e91\u7aef\u96c6\u6210\uff0c\u518d\u5230\u673a\u5668\u5b66\u4e60\u548c\u8fb9\u7f18\u8ba1\u7b97\uff0cPython \u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u652f\u6301\u3002\u968f\u7740\u7269\u8054\u7f51\u6280\u672f\u7684\u4e0d\u65ad\u521b\u65b0\uff0cPython \u5c06\u5728\u667a\u80fd\u5bb6\u5c45\u3001\u7269\u8054\u7f51\u6570\u636e\u5b89\u5168\u30015G \u4e0e\u7269\u8054\u7f51\u7ed3\u5408\u7b49\u9886\u57df\u53d1\u6325\u8d8a\u6765\u8d8a\u91cd\u8981\u7684\u4f5c\u7528\u3002\u5f00\u53d1\u8005\u53ef\u4ee5\u5229\u7528 Python \u63d0\u4f9b\u7684<a href=\"https:\/\/www.laixuexila.com\/index.php\/2025\/01\/11\/python\u5728web\u5f00\u53d1\u4e2d\u7684\u5168\u9762\u5e94\u7528\u89e3\u6790\uff1a\u6846\u67b6\u3001\u6570\u636e\u5e93\u3001\u5b89\u5168\/\">\u4e30\u5bcc\u5e93\u548c\u6846\u67b6<\/a>\uff0c\u8f7b\u677e\u5b9e\u73b0\u7269\u8054\u7f51\u9879\u76ee\u7684\u5404\u79cd\u529f\u80fd\uff0c\u540c\u65f6\u4e5f\u80fd\u8ddf\u968f\u6280\u672f\u53d1\u5c55\u8d8b\u52bf\uff0c\u6301\u7eed\u521b\u65b0\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u7269\u8054\u7f51\uff08IoT\uff0cInternet of Things\uff09\u662f\u901a\u8fc7\u7f51\u7edc\u8fde\u63a5\u5404\u79cd\u8bbe\u5907\u548c\u4f20\u611f\u5668\uff0c\u5229\u7528\u6570\u636e\u4f20\u8f93\u8fdb\u884c\u667a\u80fd\u5316\u5904 [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[54],"tags":[],"class_list":["post-926","post","type-post","status-publish","format-standard","hentry","category-python"],"_links":{"self":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/926","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/comments?post=926"}],"version-history":[{"count":3,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/926\/revisions"}],"predecessor-version":[{"id":1105,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/926\/revisions\/1105"}],"wp:attachment":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/media?parent=926"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/categories?post=926"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/tags?post=926"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}