{"id":1014929,"date":"2024-12-27T12:00:44","date_gmt":"2024-12-27T04:00:44","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1014929.html"},"modified":"2024-12-27T12:00:47","modified_gmt":"2024-12-27T04:00:47","slug":"python%e5%a6%82%e4%bd%95%e6%8a%8a%e6%95%b0%e6%8d%ae%e4%bf%9d%e5%ad%98","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1014929.html","title":{"rendered":"python\u5982\u4f55\u628a\u6570\u636e\u4fdd\u5b58"},"content":{"rendered":"

\"python\u5982\u4f55\u628a\u6570\u636e\u4fdd\u5b58\"<\/p>\n

Python\u4e2d\u5c06\u6570\u636e\u4fdd\u5b58\u7684\u65b9\u6cd5\u6709\u591a\u79cd\uff0c\u5305\u62ec\u4f7f\u7528\u6587\u4ef6\u3001\u6570\u636e\u5e93\u3001\u5e8f\u5217\u5316\u5de5\u5177\u7b49\u3002\u5e38\u89c1\u7684\u65b9\u6cd5\u5305\u62ec\uff1a\u4f7f\u7528\u6587\u672c\u6587\u4ef6\u4fdd\u5b58\u3001\u4f7f\u7528CSV\u6587\u4ef6\u4fdd\u5b58\u3001\u4f7f\u7528JSON\u6587\u4ef6\u4fdd\u5b58\u3001\u4f7f\u7528\u6570\u636e\u5e93\u4fdd\u5b58\u3001\u4f7f\u7528Pickle\u6a21\u5757\u8fdb\u884c\u5e8f\u5217\u5316\u3002<\/strong>\u5728\u8fd9\u4e9b\u65b9\u6cd5\u4e2d\uff0c\u4f7f\u7528CSV\u548cJSON\u6587\u4ef6\u4fdd\u5b58\u6570\u636e\u662f\u6700\u5e38\u89c1\u4e14\u6613\u4e8e\u5b9e\u73b0\u7684\u65b9\u6cd5\u3002CSV\u6587\u4ef6\u6613\u4e8e\u9605\u8bfb\u548c\u7f16\u8f91\uff0c\u9002\u5408\u4fdd\u5b58\u4e8c\u7ef4\u8868\u683c\u6570\u636e\uff0c\u800cJSON\u6587\u4ef6\u9002\u5408\u4fdd\u5b58\u590d\u6742\u7684\u5d4c\u5957\u6570\u636e\u7ed3\u6784\u3002\u5177\u4f53\u5b9e\u73b0\u4e2d\uff0c\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\u9700\u8981\u6839\u636e\u6570\u636e\u7684\u590d\u6742\u6027\u3001\u6301\u4e45\u5316\u9700\u6c42\u4ee5\u53ca\u540e\u7eed\u6570\u636e\u5904\u7406\u7684\u8981\u6c42\u6765\u51b3\u5b9a\u3002<\/p>\n<\/p>\n

\u4e00\u3001\u4f7f\u7528\u6587\u672c\u6587\u4ef6\u4fdd\u5b58<\/p>\n<\/p>\n

\u4f7f\u7528\u6587\u672c\u6587\u4ef6\u4fdd\u5b58\u6570\u636e\u662f\u6700\u7b80\u5355\u7684\u65b9\u6cd5\u4e4b\u4e00\u3002Python\u63d0\u4f9b\u4e86\u5185\u7f6e\u7684open()<\/code>\u51fd\u6570\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u5c06\u6570\u636e\u5199\u5165\u6587\u672c\u6587\u4ef6\u4e2d\u3002\u6587\u672c\u6587\u4ef6\u9002\u7528\u4e8e\u4fdd\u5b58\u7b80\u5355\u7684\u5b57\u7b26\u4e32\u6570\u636e\uff0c\u5c24\u5176\u662f\u5728\u4e0d\u9700\u8981\u5bf9\u6570\u636e\u8fdb\u884c\u590d\u6742\u64cd\u4f5c\u65f6\u3002<\/p>\n<\/p>\n

    \n
  1. \n

    \u57fa\u672c\u64cd\u4f5c<\/strong><\/p>\n<\/p>\n

    \u4f7f\u7528open()<\/code>\u51fd\u6570\u6253\u5f00\u6587\u4ef6\uff0c\u6307\u5b9a\u6a21\u5f0f\u4e3a\u5199\u5165\u6a21\u5f0f\uff08'w'\uff09\uff0c\u7136\u540e\u4f7f\u7528write()<\/code>\u65b9\u6cd5\u5c06\u6570\u636e\u5199\u5165\u6587\u4ef6\u3002\u5199\u5165\u5b8c\u6210\u540e\uff0c\u52a1\u5fc5\u4f7f\u7528close()<\/code>\u65b9\u6cd5\u5173\u95ed\u6587\u4ef6\uff0c\u786e\u4fdd\u6570\u636e\u5b8c\u5168\u4fdd\u5b58\u3002<\/p>\n<\/p>\n

    # \u6253\u5f00\u6587\u4ef6\u5e76\u5199\u5165\u6570\u636e<\/p>\n
    with open('data.txt', 'w') as file:<\/p>\n
        file.write('Hello, World!')<\/p>\n
    <\/code><\/pre>\n<\/p>\n<\/li>\n
  2. \n
    \u9010\u884c\u5199\u5165<\/strong><\/p>\n<\/p>\n
    \u5f53\u9700\u8981\u4fdd\u5b58\u591a\u884c\u6570\u636e\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528writelines()<\/code>\u65b9\u6cd5\uff0c\u5c06\u4e00\u4e2a\u5b57\u7b26\u4e32\u5217\u8868\u5199\u5165\u6587\u4ef6\u3002\u6bcf\u4e2a\u5b57\u7b26\u4e32\u4ee3\u8868\u4e00\u884c\u6570\u636e\u3002<\/p>\n<\/p>\n
    lines = ['First line\\n', 'Second line\\n', 'Third line\\n']<\/p>\n
    with open('data.txt', 'w') as file:<\/p>\n
        file.writelines(lines)<\/p>\n
    <\/code><\/pre>\n<\/p>\n<\/li>\n<\/ol>\n
    \u4e8c\u3001\u4f7f\u7528CSV\u6587\u4ef6\u4fdd\u5b58<\/p>\n<\/p>\n
    CSV\uff08Comma-Separated Values\uff09\u662f\u4e00\u79cd\u5e38\u89c1\u7684\u6570\u636e\u5b58\u50a8\u683c\u5f0f\uff0c\u7279\u522b\u9002\u5408\u4fdd\u5b58\u8868\u683c\u6570\u636e\u3002Python\u7684csv<\/code>\u6a21\u5757\u63d0\u4f9b\u4e86\u5bf9CSV\u6587\u4ef6\u8bfb\u5199\u7684\u652f\u6301\u3002<\/p>\n<\/p>\n
      \n
    1. \n
      \u5199\u5165CSV\u6587\u4ef6<\/strong><\/p>\n<\/p>\n
      \u4f7f\u7528csv.writer<\/code>\u5bf9\u8c61\uff0c\u53ef\u4ee5\u5c06\u6570\u636e\u4ee5CSV\u683c\u5f0f\u5199\u5165\u6587\u4ef6\u3002\u9700\u8981\u6ce8\u610f\u7684\u662f\uff0c\u6bcf\u884c\u6570\u636e\u5fc5\u987b\u662f\u4e00\u4e2a\u5217\u8868\u3002<\/p>\n<\/p>\n
      import csv<\/p>\n
      \u6570\u636e<\/strong><\/h2>\n
      data = [<\/p>\n
          ['Name', 'Age', 'City'],<\/p>\n
          ['Alice', 30, 'New York'],<\/p>\n
          ['Bob', 25, 'Los Angeles'],<\/p>\n
          ['Charlie', 35, 'Chicago']<\/p>\n
      ]<\/p>\n
      \u5199\u5165CSV\u6587\u4ef6<\/strong><\/h2>\n
      with open('data.csv', 'w', newline='') as file:<\/p>\n
          writer = csv.writer(file)<\/p>\n
          writer.writerows(data)<\/p>\n
      <\/code><\/pre>\n<\/p>\n<\/li>\n
    2. \n
      \u8bfb\u53d6CSV\u6587\u4ef6<\/strong><\/p>\n<\/p>\n
      \u8bfb\u53d6CSV\u6587\u4ef6\u540c\u6837\u7b80\u5355\uff0c\u4f7f\u7528csv.reader<\/code>\u5bf9\u8c61\u53ef\u4ee5\u5c06\u6587\u4ef6\u4e2d\u7684\u6bcf\u884c\u6570\u636e\u8bfb\u53d6\u4e3a\u4e00\u4e2a\u5217\u8868\u3002<\/p>\n<\/p>\n
      with open('data.csv', 'r') as file:<\/p>\n
          reader = csv.reader(file)<\/p>\n
          for row in reader:<\/p>\n
              print(row)<\/p>\n
      <\/code><\/pre>\n<\/p>\n<\/li>\n<\/ol>\n
      \u4e09\u3001\u4f7f\u7528JSON\u6587\u4ef6\u4fdd\u5b58<\/p>\n<\/p>\n
      JSON\uff08JavaScript Object Notation\uff09\u662f\u4e00\u79cd\u8f7b\u91cf\u7ea7\u7684\u6570\u636e\u4ea4\u6362\u683c\u5f0f\uff0c\u5e7f\u6cdb\u7528\u4e8e\u5b58\u50a8\u548c\u4f20\u8f93\u590d\u6742\u6570\u636e\u7ed3\u6784\u3002Python\u63d0\u4f9b\u4e86\u5185\u7f6e\u7684json<\/code>\u6a21\u5757\uff0c\u53ef\u4ee5\u8f7b\u677e\u5730\u5c06\u6570\u636e\u8f6c\u6362\u4e3aJSON\u683c\u5f0f\u4fdd\u5b58\u3002<\/p>\n<\/p>\n
        \n
      1. \n
        \u5199\u5165JSON\u6587\u4ef6<\/strong><\/p>\n<\/p>\n
        \u4f7f\u7528json.dump()<\/code>\u65b9\u6cd5\uff0c\u53ef\u4ee5\u5c06Python\u6570\u636e\u7ed3\u6784\uff08\u5982\u5b57\u5178\u548c\u5217\u8868\uff09\u5199\u5165JSON\u6587\u4ef6\u3002<\/p>\n<\/p>\n
        import json<\/p>\n
        \u6570\u636e<\/strong><\/h2>\n
        data = {<\/p>\n
            'name': 'Alice',<\/p>\n
            'age': 30,<\/p>\n
            'city': 'New York'<\/p>\n
        }<\/p>\n
        \u5199\u5165JSON\u6587\u4ef6<\/strong><\/h2>\n
        with open('data.json', 'w') as file:<\/p>\n
            json.dump(data, file)<\/p>\n
        <\/code><\/pre>\n<\/p>\n<\/li>\n
      2. \n
        \u8bfb\u53d6JSON\u6587\u4ef6<\/strong><\/p>\n<\/p>\n
        \u8bfb\u53d6JSON\u6587\u4ef6\u4f7f\u7528json.load()<\/code>\u65b9\u6cd5\uff0c\u5c06JSON\u6570\u636e\u8f6c\u6362\u56dePython\u6570\u636e\u7ed3\u6784\u3002<\/p>\n<\/p>\n
        with open('data.json', 'r') as file:<\/p>\n
            data = json.load(file)<\/p>\n
            print(data)<\/p>\n
        <\/code><\/pre>\n<\/p>\n<\/li>\n<\/ol>\n
        \u56db\u3001\u4f7f\u7528\u6570\u636e\u5e93\u4fdd\u5b58<\/p>\n<\/p>\n
        \u5bf9\u4e8e\u9700\u8981\u4fdd\u5b58\u5927\u91cf\u6570\u636e\u5e76\u9700\u8981\u8fdb\u884c\u590d\u6742\u67e5\u8be2\u64cd\u4f5c\u7684\u573a\u666f\uff0c\u4f7f\u7528\u6570\u636e\u5e93\u662f\u6700\u4f73\u9009\u62e9\u3002Python\u652f\u6301\u591a\u79cd\u6570\u636e\u5e93\uff0c\u5305\u62ecSQLite\u3001MySQL\u3001PostgreSQL\u7b49\u3002\u4ee5SQLite\u4e3a\u4f8b\uff0cPython\u5185\u7f6e\u4e86sqlite3<\/code>\u6a21\u5757\uff0c\u65b9\u4fbf\u8fdb\u884c\u6570\u636e\u5e93\u64cd\u4f5c\u3002<\/p>\n<\/p>\n
          \n
        1. \n
          \u8fde\u63a5\u6570\u636e\u5e93<\/strong><\/p>\n<\/p>\n
          \u9996\u5148\u9700\u8981\u8fde\u63a5\u5230SQLite\u6570\u636e\u5e93\uff0c\u4f7f\u7528sqlite3.connect()<\/code>\u65b9\u6cd5\u3002\u5982\u679c\u6570\u636e\u5e93\u6587\u4ef6\u4e0d\u5b58\u5728\uff0c\u4f1a\u81ea\u52a8\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u6570\u636e\u5e93\u3002<\/p>\n<\/p>\n
          import sqlite3<\/p>\n
          \u8fde\u63a5\u5230SQLite\u6570\u636e\u5e93<\/strong><\/h2>\n
          conn = sqlite3.connect('example.db')<\/p>\n
          <\/code><\/pre>\n<\/p>\n<\/li>\n
        2. \n
          \u521b\u5efa\u8868<\/strong><\/p>\n<\/p>\n
          \u4f7f\u7528SQL\u8bed\u53e5\u521b\u5efa\u8868\u7ed3\u6784\uff0c\u7528\u4e8e\u5b58\u50a8\u6570\u636e\u3002<\/p>\n<\/p>\n
          # \u521b\u5efa\u8868<\/p>\n
          conn.execute('''<\/p>\n
              CREATE TABLE IF NOT EXISTS users (<\/p>\n
                  id INTEGER PRIMARY KEY,<\/p>\n
                  name TEXT NOT NULL,<\/p>\n
                  age INTEGER NOT NULL<\/p>\n
              )<\/p>\n
          ''')<\/p>\n
          <\/code><\/pre>\n<\/p>\n<\/li>\n
        3. \n
          \u63d2\u5165\u6570\u636e<\/strong><\/p>\n<\/p>\n
          \u4f7f\u7528execute()<\/code>\u65b9\u6cd5\u6267\u884cSQL\u63d2\u5165\u8bed\u53e5\uff0c\u5c06\u6570\u636e\u4fdd\u5b58\u5230\u8868\u4e2d\u3002<\/p>\n<\/p>\n
          # \u63d2\u5165\u6570\u636e<\/p>\n
          conn.execute("INSERT INTO users (name, age) VALUES ('Alice', 30)")<\/p>\n
          conn.commit()<\/p>\n
          <\/code><\/pre>\n<\/p>\n<\/li>\n
        4. \n
          \u67e5\u8be2\u6570\u636e<\/strong><\/p>\n<\/p>\n
          \u4f7f\u7528execute()<\/code>\u65b9\u6cd5\u6267\u884cSQL\u67e5\u8be2\u8bed\u53e5\uff0c\u83b7\u53d6\u6570\u636e\u3002<\/p>\n<\/p>\n
          cursor = conn.execute('SELECT * FROM users')<\/p>\n
          for row in cursor:<\/p>\n
              print(row)<\/p>\n
          <\/code><\/pre>\n<\/p>\n<\/li>\n
        5. \n
          \u5173\u95ed\u8fde\u63a5<\/strong><\/p>\n<\/p>\n
          \u64cd\u4f5c\u5b8c\u6210\u540e\uff0c\u52a1\u5fc5\u5173\u95ed\u6570\u636e\u5e93\u8fde\u63a5\u3002<\/p>\n<\/p>\n
          conn.close()<\/p>\n
          <\/code><\/pre>\n<\/p>\n<\/li>\n<\/ol>\n
          \u4e94\u3001\u4f7f\u7528Pickle\u6a21\u5757\u8fdb\u884c\u5e8f\u5217\u5316<\/p>\n<\/p>\n
          Pickle\u6a21\u5757\u53ef\u4ee5\u5c06Python\u5bf9\u8c61\u8f6c\u6362\u4e3a\u5b57\u8282\u6d41\uff08\u5e8f\u5217\u5316\uff09\uff0c\u5e76\u5c06\u5176\u4fdd\u5b58\u5230\u6587\u4ef6\u4e2d\u3002\u5f53\u9700\u8981\u6062\u590d\u5bf9\u8c61\u65f6\uff0c\u53ef\u4ee5\u8fdb\u884c\u53cd\u5e8f\u5217\u5316\u3002Pickle\u9002\u7528\u4e8e\u4fdd\u5b58\u590d\u6742\u5bf9\u8c61\uff0c\u5982\u81ea\u5b9a\u4e49\u7c7b\u7684\u5b9e\u4f8b\u3002<\/p>\n<\/p>\n
            \n
          1. \n
            \u5e8f\u5217\u5316\u5bf9\u8c61<\/strong><\/p>\n<\/p>\n
            \u4f7f\u7528pickle.dump()<\/code>\u65b9\u6cd5\uff0c\u5c06\u5bf9\u8c61\u5e8f\u5217\u5316\u5e76\u4fdd\u5b58\u5230\u6587\u4ef6\u4e2d\u3002<\/p>\n<\/p>\n
            import pickle<\/p>\n
            \u5bf9\u8c61<\/strong><\/h2>\n
            data = {'name': 'Alice', 'age': 30, 'city': 'New York'}<\/p>\n
            \u5e8f\u5217\u5316\u5e76\u4fdd\u5b58<\/strong><\/h2>\n
            with open('data.pkl', 'wb') as file:<\/p>\n
                pickle.dump(data, file)<\/p>\n
            <\/code><\/pre>\n<\/p>\n<\/li>\n
          2. \n
            \u53cd\u5e8f\u5217\u5316\u5bf9\u8c61<\/strong><\/p>\n<\/p>\n
            \u4f7f\u7528pickle.load()<\/code>\u65b9\u6cd5\uff0c\u4ece\u6587\u4ef6\u4e2d\u8bfb\u53d6\u5b57\u8282\u6d41\u5e76\u53cd\u5e8f\u5217\u5316\u4e3aPython\u5bf9\u8c61\u3002<\/p>\n<\/p>\n
            with open('data.pkl', 'rb') as file:<\/p>\n
                data = pickle.load(file)<\/p>\n
                print(data)<\/p>\n
            <\/code><\/pre>\n<\/p>\n<\/li>\n<\/ol>\n
            \u603b\u7ed3\uff0cPython\u63d0\u4f9b\u4e86\u591a\u79cd\u65b9\u6cd5\u6765\u4fdd\u5b58\u6570\u636e\uff0c\u9009\u62e9\u54ea\u79cd\u65b9\u6cd5\u53d6\u51b3\u4e8e\u6570\u636e\u7684\u7c7b\u578b\u3001\u590d\u6742\u6027\u4ee5\u53ca\u540e\u7eed\u5904\u7406\u7684\u9700\u6c42\u3002\u5bf9\u4e8e\u7b80\u5355\u7684\u6587\u672c\u6570\u636e\uff0c\u53ef\u4ee5\u4f7f\u7528\u6587\u672c\u6587\u4ef6\u4fdd\u5b58\uff1b\u5bf9\u4e8e\u8868\u683c\u6570\u636e\uff0cCSV\u662f\u4e00\u4e2a\u4e0d\u9519\u7684\u9009\u62e9\uff1b\u5bf9\u4e8e\u590d\u6742\u7684\u5d4c\u5957\u6570\u636e\u7ed3\u6784\uff0cJSON\u662f\u9996\u9009\uff1b\u800c\u5bf9\u4e8e\u9700\u8981\u590d\u6742\u67e5\u8be2\u548c\u5904\u7406\u7684\u5927\u6570\u636e\u96c6\uff0c\u6570\u636e\u5e93\u662f\u6700\u4f73\u9009\u62e9\uff1b\u5bf9\u4e8e\u9700\u8981\u4fdd\u5b58\u590d\u6742\u5bf9\u8c61\u7684\u60c5\u51b5\uff0cPickle\u6a21\u5757\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u5e8f\u5217\u5316\u673a\u5236\u3002\u6839\u636e\u5177\u4f53\u60c5\u51b5\uff0c\u7075\u6d3b\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\uff0c\u53ef\u4ee5\u6709\u6548\u63d0\u9ad8\u6570\u636e\u5904\u7406\u7684\u6548\u7387\u548c\u4fbf\u5229\u6027\u3002<\/p>\n<\/p>\n
            \u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
             \u5982\u4f55\u5728Python\u4e2d\u9009\u62e9\u5408\u9002\u7684\u6570\u636e\u4fdd\u5b58\u683c\u5f0f\uff1f<\/strong>
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