{"id":1097820,"date":"2025-01-08T15:15:28","date_gmt":"2025-01-08T07:15:28","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1097820.html"},"modified":"2025-01-08T15:15:31","modified_gmt":"2025-01-08T07:15:31","slug":"python%e5%a6%82%e4%bd%95%e5%86%99%e5%90%84%e7%a7%8d%e5%b0%8f%e5%b7%a5%e5%85%b7-2","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1097820.html","title":{"rendered":"Python\u5982\u4f55\u5199\u5404\u79cd\u5c0f\u5de5\u5177"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/24212414\/69ec775a-f21a-46e1-ab03-54179c3cb51b.webp\" alt=\"Python\u5982\u4f55\u5199\u5404\u79cd\u5c0f\u5de5\u5177\" \/><\/p>\n<p><p> <strong>Python\u5199\u5404\u79cd\u5c0f\u5de5\u5177\u7684\u6838\u5fc3\u8981\u70b9\uff1a\u9009\u62e9\u5408\u9002\u7684\u5e93\u3001\u6a21\u5757\u5316\u7f16\u7a0b\u3001\u6ce8\u91cd\u6027\u80fd\u3001\u7f16\u5199\u8be6\u7ec6\u6ce8\u91ca\u3001\u8c03\u8bd5\u548c\u6d4b\u8bd5\u3002\u5728\u9009\u62e9\u5408\u9002\u7684\u5e93\u65f6\uff0c\u5fc5\u987b\u8003\u8651\u5b83\u4eec\u7684\u529f\u80fd\u548c\u4f7f\u7528\u6848\u4f8b\uff0c\u6765\u6709\u6548\u63d0\u9ad8\u5f00\u53d1\u6548\u7387\u3002<\/strong><\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u9009\u62e9\u5408\u9002\u7684\u5e93<\/h3>\n<\/p>\n<p><p>Python\u62e5\u6709\u4e30\u5bcc\u7684\u7b2c\u4e09\u65b9\u5e93\uff0c\u8fd9\u4f7f\u5f97\u7f16\u5199\u5c0f\u5de5\u5177\u53d8\u5f97\u975e\u5e38\u65b9\u4fbf\u3002\u4ee5\u4e0b\u662f\u51e0\u4e2a\u5e38\u7528\u7684\u5e93\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>Requests<\/strong>\uff1a\u7528\u4e8eHTTP\u8bf7\u6c42\u5904\u7406\u3002<\/li>\n<li><strong>BeautifulSoup<\/strong>\uff1a\u7528\u4e8e\u89e3\u6790\u548c\u63d0\u53d6HTML\u548cXML\u6570\u636e\u3002<\/li>\n<li><strong>Pandas<\/strong>\uff1a\u7528\u4e8e\u6570\u636e\u5206\u6790\u548c\u5904\u7406\u3002<\/li>\n<li><strong>NumPy<\/strong>\uff1a\u7528\u4e8e\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u7ec4\u64cd\u4f5c\u3002<\/li>\n<li><strong>Matplotlib<\/strong>\uff1a\u7528\u4e8e\u6570\u636e\u53ef\u89c6\u5316\u3002<\/li>\n<li><strong>Tkinter<\/strong>\uff1a\u7528\u4e8e\u521b\u5efa\u56fe\u5f62\u7528\u6237\u754c\u9762\u3002<\/li>\n<\/ul>\n<p><p>\u4f8b\u5982\uff0c\u4f7f\u7528Requests\u5e93\u53ef\u4ee5\u8f7b\u677e\u5730\u8fdb\u884c\u7f51\u7edc\u722c\u866b\u5de5\u4f5c\u3002\u4e0b\u9762\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import requests<\/p>\n<p>def fetch_url(url):<\/p>\n<p>    response = requests.get(url)<\/p>\n<p>    if response.status_code == 200:<\/p>\n<p>        return response.text<\/p>\n<p>    return None<\/p>\n<p>content = fetch_url(&#39;https:\/\/www.example.com&#39;)<\/p>\n<p>print(content)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e8c\u3001\u6a21\u5757\u5316\u7f16\u7a0b<\/h3>\n<\/p>\n<p><p>\u6a21\u5757\u5316\u7f16\u7a0b\u662f\u6307\u5c06\u4ee3\u7801\u5206\u6210\u591a\u4e2a\u6a21\u5757\uff0c\u6bcf\u4e2a\u6a21\u5757\u8d1f\u8d23\u7279\u5b9a\u7684\u529f\u80fd\u3002\u8fd9\u4e0d\u4ec5\u4f7f\u4ee3\u7801\u66f4\u6613\u4e8e\u7ef4\u62a4\uff0c\u8fd8\u80fd\u63d0\u9ad8\u91cd\u7528\u6027\u3002<\/p>\n<\/p>\n<p><p>\u4f8b\u5982\uff0c\u5047\u8bbe\u4f60\u5728\u7f16\u5199\u4e00\u4e2a\u6570\u636e\u5904\u7406\u5de5\u5177\uff0c\u4f60\u53ef\u4ee5\u5c06\u6570\u636e\u8bfb\u53d6\u3001\u6570\u636e\u5904\u7406\u548c\u6570\u636e\u4fdd\u5b58\u5206\u522b\u653e\u5728\u4e0d\u540c\u7684\u6a21\u5757\u4e2d\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># data_reader.py<\/p>\n<p>def read_data(file_path):<\/p>\n<p>    with open(file_path, &#39;r&#39;) as file:<\/p>\n<p>        data = file.read()<\/p>\n<p>    return data<\/p>\n<h2><strong>data_processor.py<\/strong><\/h2>\n<p>def process_data(data):<\/p>\n<p>    # \u6570\u636e\u5904\u7406\u903b\u8f91<\/p>\n<p>    processed_data = data.upper()<\/p>\n<p>    return processed_data<\/p>\n<h2><strong>data_writer.py<\/strong><\/h2>\n<p>def write_data(file_path, data):<\/p>\n<p>    with open(file_path, &#39;w&#39;) as file:<\/p>\n<p>        file.write(data)<\/p>\n<h2><strong>m<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>n.py<\/strong><\/h2>\n<p>from data_reader import read_data<\/p>\n<p>from data_processor import process_data<\/p>\n<p>from data_writer import write_data<\/p>\n<p>data = read_data(&#39;input.txt&#39;)<\/p>\n<p>processed_data = process_data(data)<\/p>\n<p>write_data(&#39;output.txt&#39;, processed_data)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e09\u3001\u6ce8\u91cd\u6027\u80fd<\/h3>\n<\/p>\n<p><p>\u5c0f\u5de5\u5177\u7684\u6027\u80fd\u76f4\u63a5\u5f71\u54cd\u7528\u6237\u4f53\u9a8c\uff0c\u56e0\u6b64\u5728\u7f16\u5199\u8fc7\u7a0b\u4e2d\u9700\u8981\u5173\u6ce8\u4ee3\u7801\u7684\u6267\u884c\u6548\u7387\u3002\u4ee5\u4e0b\u662f\u4e00\u4e9b\u6027\u80fd\u4f18\u5316\u7684\u5efa\u8bae\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u4f7f\u7528\u5408\u9002\u7684\u6570\u636e\u7ed3\u6784<\/strong>\uff1a\u9009\u62e9\u5408\u9002\u7684\u6570\u636e\u7ed3\u6784\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u4ee3\u7801\u7684\u6027\u80fd\u3002\u4f8b\u5982\uff0c\u4f7f\u7528\u5b57\u5178\u800c\u4e0d\u662f\u5217\u8868\u6765\u8fdb\u884c\u67e5\u627e\u64cd\u4f5c\u3002<\/li>\n<li><strong>\u907f\u514d\u91cd\u590d\u8ba1\u7b97<\/strong>\uff1a\u5c06\u91cd\u590d\u8ba1\u7b97\u7684\u7ed3\u679c\u7f13\u5b58\u8d77\u6765\uff0c\u4ee5\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u8ba1\u7b97\u3002<\/li>\n<li><strong>\u5f02\u6b65\u7f16\u7a0b<\/strong>\uff1a\u5bf9\u4e8eI\/O\u5bc6\u96c6\u578b\u64cd\u4f5c\uff0c\u53ef\u4ee5\u4f7f\u7528\u5f02\u6b65\u7f16\u7a0b\u6765\u63d0\u9ad8\u6548\u7387\u3002<\/li>\n<\/ul>\n<p><p>\u4f8b\u5982\uff0c\u4e0b\u9762\u662f\u4e00\u4e2a\u4f7f\u7528\u5f02\u6b65\u7f16\u7a0b\u7684\u793a\u4f8b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import asyncio<\/p>\n<p>import aiohttp<\/p>\n<p>async def fetch_url(url):<\/p>\n<p>    async with aiohttp.ClientSession() as session:<\/p>\n<p>        async with session.get(url) as response:<\/p>\n<p>            return await response.text()<\/p>\n<p>async def main():<\/p>\n<p>    url = &#39;https:\/\/www.example.com&#39;<\/p>\n<p>    content = await fetch_url(url)<\/p>\n<p>    print(content)<\/p>\n<p>asyncio.run(main())<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u56db\u3001\u7f16\u5199\u8be6\u7ec6\u6ce8\u91ca<\/h3>\n<\/p>\n<p><p>\u8be6\u7ec6\u7684\u6ce8\u91ca\u4e0d\u4ec5\u53ef\u4ee5\u5e2e\u52a9\u81ea\u5df1\u7406\u89e3\u4ee3\u7801\uff0c\u8fd8\u80fd\u5e2e\u52a9\u5176\u4ed6\u5f00\u53d1\u8005\u5feb\u901f\u4e0a\u624b\u3002\u5728\u7f16\u5199\u6ce8\u91ca\u65f6\uff0c\u53ef\u4ee5\u9075\u5faa\u4ee5\u4e0b\u539f\u5219\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u7b80\u6d01\u660e\u4e86<\/strong>\uff1a\u6ce8\u91ca\u5e94\u8be5\u7b80\u6d01\u660e\u4e86\uff0c\u907f\u514d\u5197\u957f\u7684\u63cf\u8ff0\u3002<\/li>\n<li><strong>\u89e3\u91ca\u610f\u56fe<\/strong>\uff1a\u6ce8\u91ca\u5e94\u8be5\u89e3\u91ca\u4ee3\u7801\u7684\u610f\u56fe\uff0c\u800c\u4e0d\u662f\u4ee3\u7801\u672c\u8eab\u3002\u4f8b\u5982\uff0c\u4e0d\u8981\u6ce8\u91ca\u6bcf\u4e00\u884c\u4ee3\u7801\uff0c\u800c\u662f\u6ce8\u91ca\u6bcf\u4e2a\u51fd\u6570\u6216\u6a21\u5757\u7684\u529f\u80fd\u3002<\/li>\n<li><strong>\u4fdd\u6301\u540c\u6b65<\/strong>\uff1a\u4ee3\u7801\u4fee\u6539\u540e\uff0c\u8bb0\u5f97\u66f4\u65b0\u76f8\u5e94\u7684\u6ce8\u91ca\u3002<\/li>\n<\/ul>\n<p><p>\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def calculate_sum(a, b):<\/p>\n<p>    &quot;&quot;&quot;<\/p>\n<p>    \u8ba1\u7b97\u4e24\u4e2a\u6570\u7684\u548c<\/p>\n<p>    \u53c2\u6570:<\/p>\n<p>    a -- \u7b2c\u4e00\u4e2a\u6570<\/p>\n<p>    b -- \u7b2c\u4e8c\u4e2a\u6570<\/p>\n<p>    \u8fd4\u56de\u503c:<\/p>\n<p>    \u4e24\u4e2a\u6570\u7684\u548c<\/p>\n<p>    &quot;&quot;&quot;<\/p>\n<p>    return a + b<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e94\u3001\u8c03\u8bd5\u548c\u6d4b\u8bd5<\/h3>\n<\/p>\n<p><p>\u8c03\u8bd5\u548c\u6d4b\u8bd5\u662f\u786e\u4fdd\u4ee3\u7801\u8d28\u91cf\u7684\u91cd\u8981\u73af\u8282\u3002\u5728\u8c03\u8bd5\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528Python\u5185\u7f6e\u7684\u8c03\u8bd5\u5de5\u5177\uff08\u5982pdb\uff09\u6765\u8ddf\u8e2a\u4ee3\u7801\u6267\u884c\u6d41\u7a0b\u3002\u6b64\u5916\uff0c\u7f16\u5199\u5355\u5143\u6d4b\u8bd5\u548c\u96c6\u6210\u6d4b\u8bd5\u4e5f\u662f\u786e\u4fdd\u4ee3\u7801\u6b63\u786e\u6027\u7684\u91cd\u8981\u624b\u6bb5\u3002<\/p>\n<\/p>\n<p><p>\u4f8b\u5982\uff0c\u4f7f\u7528unittest\u5e93\u7f16\u5199\u5355\u5143\u6d4b\u8bd5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import unittest<\/p>\n<p>def calculate_sum(a, b):<\/p>\n<p>    return a + b<\/p>\n<p>class TestCalculateSum(unittest.TestCase):<\/p>\n<p>    def test_calculate_sum(self):<\/p>\n<p>        self.assertEqual(calculate_sum(1, 2), 3)<\/p>\n<p>        self.assertEqual(calculate_sum(-1, 1), 0)<\/p>\n<p>        self.assertEqual(calculate_sum(0, 0), 0)<\/p>\n<p>if __name__ == &#39;__main__&#39;:<\/p>\n<p>    unittest.main()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u516d\u3001\u793a\u4f8b\u9879\u76ee<\/h3>\n<\/p>\n<p><p>\u4e3a\u4e86\u66f4\u597d\u5730\u7406\u89e3\u5982\u4f55\u7f16\u5199Python\u5c0f\u5de5\u5177\uff0c\u4e0b\u9762\u662f\u4e00\u4e2a\u5b8c\u6574\u7684\u793a\u4f8b\u9879\u76ee\uff1a\u4e00\u4e2a\u7b80\u5355\u7684\u547d\u4ee4\u884c\u5907\u5fd8\u5f55\u5de5\u5177\u3002<\/p>\n<\/p>\n<p><h4>1. \u9879\u76ee\u7ed3\u6784<\/h4>\n<\/p>\n<p><pre><code>memo_tool\/<\/p>\n<p>\u251c\u2500\u2500 memo.py<\/p>\n<p>\u251c\u2500\u2500 memo_manager.py<\/p>\n<p>\u251c\u2500\u2500 memo_storage.py<\/p>\n<p>\u2514\u2500\u2500 main.py<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2. memo.py<\/h4>\n<\/p>\n<p><pre><code class=\"language-python\">class Memo:<\/p>\n<p>    def __init__(self, title, content):<\/p>\n<p>        self.title = title<\/p>\n<p>        self.content = content<\/p>\n<p>    def __str__(self):<\/p>\n<p>        return f&#39;Title: {self.title}\\nContent: {self.content}&#39;<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3. memo_manager.py<\/h4>\n<\/p>\n<p><pre><code class=\"language-python\">from memo_storage import MemoStorage<\/p>\n<p>class MemoManager:<\/p>\n<p>    def __init__(self):<\/p>\n<p>        self.storage = MemoStorage()<\/p>\n<p>    def add_memo(self, title, content):<\/p>\n<p>        self.storage.save_memo(title, content)<\/p>\n<p>    def get_memo(self, title):<\/p>\n<p>        return self.storage.load_memo(title)<\/p>\n<p>    def list_memos(self):<\/p>\n<p>        return self.storage.list_memos()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>4. memo_storage.py<\/h4>\n<\/p>\n<p><pre><code class=\"language-python\">import os<\/p>\n<p>import json<\/p>\n<p>class MemoStorage:<\/p>\n<p>    def __init__(self, storage_file=&#39;memos.json&#39;):<\/p>\n<p>        self.storage_file = storage_file<\/p>\n<p>        self.load_storage()<\/p>\n<p>    def load_storage(self):<\/p>\n<p>        if os.path.exists(self.storage_file):<\/p>\n<p>            with open(self.storage_file, &#39;r&#39;) as file:<\/p>\n<p>                self.memos = json.load(file)<\/p>\n<p>        else:<\/p>\n<p>            self.memos = {}<\/p>\n<p>    def save_storage(self):<\/p>\n<p>        with open(self.storage_file, &#39;w&#39;) as file:<\/p>\n<p>            json.dump(self.memos, file)<\/p>\n<p>    def save_memo(self, title, content):<\/p>\n<p>        self.memos[title] = content<\/p>\n<p>        self.save_storage()<\/p>\n<p>    def load_memo(self, title):<\/p>\n<p>        return self.memos.get(title)<\/p>\n<p>    def list_memos(self):<\/p>\n<p>        return list(self.memos.keys())<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>5. main.py<\/h4>\n<\/p>\n<p><pre><code class=\"language-python\">from memo_manager import MemoManager<\/p>\n<p>def main():<\/p>\n<p>    manager = MemoManager()<\/p>\n<p>    while True:<\/p>\n<p>        print(&#39;1. Add Memo&#39;)<\/p>\n<p>        print(&#39;2. Get Memo&#39;)<\/p>\n<p>        print(&#39;3. List Memos&#39;)<\/p>\n<p>        print(&#39;4. Exit&#39;)<\/p>\n<p>        choice = input(&#39;Choose an option: &#39;)<\/p>\n<p>        if choice == &#39;1&#39;:<\/p>\n<p>            title = input(&#39;Enter title: &#39;)<\/p>\n<p>            content = input(&#39;Enter content: &#39;)<\/p>\n<p>            manager.add_memo(title, content)<\/p>\n<p>        elif choice == &#39;2&#39;:<\/p>\n<p>            title = input(&#39;Enter title: &#39;)<\/p>\n<p>            memo = manager.get_memo(title)<\/p>\n<p>            if memo:<\/p>\n<p>                print(f&#39;Title: {title}\\nContent: {memo}&#39;)<\/p>\n<p>            else:<\/p>\n<p>                print(&#39;Memo not found&#39;)<\/p>\n<p>        elif choice == &#39;3&#39;:<\/p>\n<p>            memos = manager.list_memos()<\/p>\n<p>            for memo in memos:<\/p>\n<p>                print(memo)<\/p>\n<p>        elif choice == &#39;4&#39;:<\/p>\n<p>            break<\/p>\n<p>        else:<\/p>\n<p>            print(&#39;Invalid choice&#39;)<\/p>\n<p>if __name__ == &#39;__main__&#39;:<\/p>\n<p>    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