{"id":916,"date":"2025-01-12T10:12:05","date_gmt":"2025-01-12T02:12:05","guid":{"rendered":"https:\/\/www.laixuexila.com\/?p=916"},"modified":"2025-01-12T10:12:05","modified_gmt":"2025-01-12T02:12:05","slug":"%e5%a6%82%e4%bd%95%e6%8f%90%e9%ab%98python%e6%80%a7%e8%83%bd%ef%bc%9a%e4%bc%98%e5%8c%96%e6%8a%80%e5%b7%a7%e4%b8%8e%e6%96%b9%e6%b3%95","status":"publish","type":"post","link":"https:\/\/www.laixuexila.com\/index.php\/2025\/01\/12\/%e5%a6%82%e4%bd%95%e6%8f%90%e9%ab%98python%e6%80%a7%e8%83%bd%ef%bc%9a%e4%bc%98%e5%8c%96%e6%8a%80%e5%b7%a7%e4%b8%8e%e6%96%b9%e6%b3%95\/","title":{"rendered":"\u5982\u4f55\u63d0\u9ad8Python\u6027\u80fd\uff1a\u4f18\u5316\u6280\u5de7\u4e0e\u65b9\u6cd5"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote is-layout-flow wp-block-quote-is-layout-flow\">\n<p class=\"wp-block-paragraph\">Python \u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u548c\u6613\u4e8e\u4f7f\u7528\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u4f46\u5b83\u7684\u6027\u80fd\u5f80\u5f80\u4e0d\u5982 C \u6216 Java \u7b49\u7f16\u8bd1\u578b\u8bed\u8a00\uff0c\u5c24\u5176\u5728\u5904\u7406\u5927\u91cf\u6570\u636e\u6216\u9ad8\u5e76\u53d1\u4efb\u52a1\u65f6\u53ef\u80fd\u5b58\u5728\u6027\u80fd\u74f6\u9888\u3002\u5c3d\u7ba1\u5982\u6b64\uff0cPython \u63d0\u4f9b\u4e86\u8bb8\u591a\u4f18\u5316\u65b9\u6cd5\u548c\u6280\u5de7\uff0c\u5e2e\u52a9\u5f00\u53d1\u8005\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6267\u884c\u6548\u7387\u3002\u672c\u6587\u5c06\u63a2\u8ba8\u4e00\u4e9b\u5e38\u89c1\u7684 Python \u6027\u80fd\u4f18\u5316\u65b9\u6cd5\u3002<\/p>\n<\/blockquote>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e00\u3001\u6027\u80fd\u74f6\u9888\u7684\u5b9a\u4f4d<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u8fdb\u884c\u6027\u80fd\u4f18\u5316\u4e4b\u524d\uff0c\u9996\u5148\u8981\u660e\u786e\u4f60\u7684\u7a0b\u5e8f\u7684\u74f6\u9888\u5728\u54ea\u91cc\u3002Python \u63d0\u4f9b\u4e86\u591a\u79cd\u5de5\u5177\u6765\u5e2e\u52a9\u6211\u4eec\u8fdb\u884c\u6027\u80fd\u5206\u6790\u548c\u5b9a\u4f4d\uff1a<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. <strong>\u4f7f\u7528 <code>time<\/code> \u6a21\u5757\u6d4b\u91cf\u65f6\u95f4<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u6700\u7b80\u5355\u7684\u6027\u80fd\u6d4b\u91cf\u65b9\u6cd5\u662f\u4f7f\u7528 <code>time<\/code> \u6a21\u5757\u6765\u6d4b\u91cf\u4ee3\u7801\u5757\u7684\u6267\u884c\u65f6\u95f4\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import time\n\nstart_time = time.time()\n\n# \u4ee3\u7801\u5757\ntime.sleep(2)  # \u4f8b\u5982\u6a21\u62df\u8017\u65f6\u64cd\u4f5c\n\nend_time = time.time()\nprint(f\"Execution time: {end_time - start_time} seconds\")<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">2. <strong>\u4f7f\u7528 <code>cProfile<\/code> \u8fdb\u884c\u6027\u80fd\u5206\u6790<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><code>cProfile<\/code> \u662f Python \u5185\u7f6e\u7684\u6027\u80fd\u5206\u6790\u5de5\u5177\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u7cbe\u786e\u5730\u5206\u6790\u7a0b\u5e8f\u7684\u8fd0\u884c\u65f6\u95f4\u548c\u8c03\u7528\u6b21\u6570\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>python -m cProfile your_script.py<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u4ee3\u7801\u4e2d\u4f7f\u7528 <code>cProfile<\/code>\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import cProfile\n\ndef some_function():\n    # \u4ee3\u7801\u5185\u5bb9\n    pass\n\ncProfile.run('some_function()')<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">3. <strong>\u4f7f\u7528 <code>line_profiler<\/code> \u8fdb\u884c\u66f4\u7ec6\u7c92\u5ea6\u7684\u5206\u6790<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><code>line_profiler<\/code> \u662f\u4e00\u4e2a\u7b2c\u4e09\u65b9\u5e93\uff0c\u80fd\u591f\u63d0\u4f9b\u66f4\u7ec6\u81f4\u7684\u6bcf\u4e00\u884c\u4ee3\u7801\u7684\u6267\u884c\u65f6\u95f4\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install line_profiler<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728\u4ee3\u7801\u4e2d\u4f7f\u7528 <code>@profile<\/code> \u88c5\u9970\u5668\u6765\u6807\u8bb0\u9700\u8981\u5206\u6790\u7684\u51fd\u6570\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>from line_profiler import LineProfiler\n\ndef some_function():\n    # \u4ee3\u7801\u5185\u5bb9\n    pass\n\nprofile = LineProfiler()\nprofile.add_function(some_function)\nprofile.run('some_function()')\nprofile.print_stats()<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u901a\u8fc7\u8fd9\u4e9b\u5de5\u5177\uff0c\u4f60\u53ef\u4ee5\u660e\u786e\u4f60\u7684\u4ee3\u7801\u5728\u54ea\u4e9b\u5730\u65b9\u82b1\u8d39\u4e86\u8f83\u591a\u65f6\u95f4\uff0c\u4ece\u800c\u51b3\u5b9a\u662f\u5426\u9700\u8981\u8fdb\u884c\u4f18\u5316\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e8c\u3001\u6027\u80fd\u4f18\u5316\u65b9\u6cd5<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4e00\u65e6\u5b9a\u4f4d\u5230\u6027\u80fd\u74f6\u9888\uff0c\u6211\u4eec\u5c31\u53ef\u4ee5\u901a\u8fc7\u4e00\u4e9b\u4f18\u5316\u6280\u5de7\u6765\u63d0\u5347\u7a0b\u5e8f\u6027\u80fd\u3002\u4ee5\u4e0b\u662f\u5e38\u89c1\u7684 Python \u6027\u80fd\u4f18\u5316\u65b9\u6cd5\u3002<\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. <strong>\u9009\u62e9\u5408\u9002\u7684\u6570\u636e\u7ed3\u6784<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Python \u63d0\u4f9b\u4e86\u591a\u79cd\u6570\u636e\u7ed3\u6784\uff0c\u4e0d\u540c\u7684\u6570\u636e\u7ed3\u6784\u5728\u4e0d\u540c\u573a\u666f\u4e0b\u6709\u4e0d\u540c\u7684\u6027\u80fd\u8868\u73b0\u3002\u5408\u7406\u9009\u62e9\u6570\u636e\u7ed3\u6784\u53ef\u4ee5\u663e\u8457\u63d0\u9ad8\u7a0b\u5e8f\u7684\u6027\u80fd\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5217\u8868 vs \u96c6\u5408<\/strong>\uff1a\u5982\u679c\u9700\u8981\u9891\u7e41\u67e5\u627e\u67d0\u4e2a\u5143\u7d20\u662f\u5426\u5b58\u5728\uff0c\u4f7f\u7528\u96c6\u5408\uff08<code>set<\/code>\uff09\u6bd4\u4f7f\u7528\u5217\u8868\uff08<code>list<\/code>\uff09\u8981\u9ad8\u6548\u5f97\u591a\uff0c\u56e0\u4e3a\u96c6\u5408\u7684\u67e5\u627e\u65f6\u95f4\u590d\u6742\u5ea6\u662f O(1)\uff0c\u800c\u5217\u8868\u662f O(n)\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code># \u4f7f\u7528\u96c6\u5408\u8fdb\u884c\u67e5\u627e\nmy_set = set(&#91;1, 2, 3, 4, 5])\nif 3 in my_set:\n    print(\"Found\")<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u5b57\u5178 vs \u5217\u8868<\/strong>\uff1a\u5bf9\u4e8e\u9891\u7e41\u7684\u952e\u503c\u5bf9\u67e5\u627e\u64cd\u4f5c\uff0c\u4f7f\u7528\u5b57\u5178\uff08<code>dict<\/code>\uff09\u6bd4\u4f7f\u7528\u5217\u8868\u66f4\u9ad8\u6548\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code># \u4f7f\u7528\u5b57\u5178\u8fdb\u884c\u67e5\u627e\nmy_dict = {'a': 1, 'b': 2, 'c': 3}\nvalue = my_dict&#91;'b']  # \u67e5\u627e\u65f6\u95f4\u4e3a O(1)<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">2. <strong>\u907f\u514d\u4e0d\u5fc5\u8981\u7684\u8ba1\u7b97<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u907f\u514d\u5728\u5faa\u73af\u6216\u91cd\u590d\u8c03\u7528\u4e2d\u8fdb\u884c\u4e0d\u5fc5\u8981\u7684\u8ba1\u7b97\u3002\u4f8b\u5982\uff0c\u5982\u679c\u67d0\u4e2a\u8ba1\u7b97\u7ed3\u679c\u5728\u591a\u4e2a\u5730\u65b9\u4f7f\u7528\uff0c\u53ef\u4ee5\u5c06\u5176\u8ba1\u7b97\u7ed3\u679c\u7f13\u5b58\u6216\u5b58\u50a8\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \u9519\u8bef\u7684\u65b9\u5f0f\uff0c\u91cd\u590d\u8ba1\u7b97\nresult = some_function()\nfor i in range(1000):\n    print(result)  # \u91cd\u590d\u8ba1\u7b97\n\n# \u4f18\u5316\u540e\u7684\u65b9\u5f0f\uff0c\u7f13\u5b58\u8ba1\u7b97\u7ed3\u679c\nresult = some_function()\nfor i in range(1000):\n    print(result)<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">3. <strong>\u4f7f\u7528\u751f\u6210\u5668\uff08Generator\uff09<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u751f\u6210\u5668\u53ef\u4ee5\u5927\u5927\u8282\u7701\u5185\u5b58\u5e76\u63d0\u9ad8\u6027\u80fd\uff0c\u7279\u522b\u662f\u5728\u5904\u7406\u5927\u578b\u6570\u636e\u96c6\u65f6\u3002\u751f\u6210\u5668\u5728\u9700\u8981\u65f6\u9010\u4e2a\u4ea7\u751f\u6570\u636e\uff0c\u800c\u4e0d\u662f\u4e00\u6b21\u6027\u5c06\u6240\u6709\u6570\u636e\u52a0\u8f7d\u5230\u5185\u5b58\u4e2d\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \u5217\u8868\u751f\u6210\u5668\u4f1a\u4e00\u6b21\u6027\u52a0\u8f7d\u6240\u6709\u6570\u636e\nnumbers = &#91;i * i for i in range(1000000)]\n\n# \u751f\u6210\u5668\u4e0d\u4f1a\u4e00\u6b21\u6027\u52a0\u8f7d\u6240\u6709\u6570\u636e\nnumbers_gen = (i * i for i in range(1000000))\n\n# \u8fed\u4ee3\u751f\u6210\u5668\nfor num in numbers_gen:\n    print(num)<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">4. <strong>\u51cf\u5c11\u51fd\u6570\u8c03\u7528\u7684\u5f00\u9500<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u51fd\u6570\u8c03\u7528\u5728 Python \u4e2d\u6709\u4e00\u5b9a\u7684\u5f00\u9500\uff0c\u7279\u522b\u662f\u5728\u9891\u7e41\u8c03\u7528\u7684\u60c5\u51b5\u4e0b\u3002\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u51fd\u6570\u8c03\u7528\uff0c\u5c24\u5176\u662f\u5728\u5185\u5c42\u5faa\u73af\u4e2d\u8c03\u7528\u7684\u51fd\u6570\uff0c\u53ef\u4ee5\u63d0\u9ad8\u6027\u80fd\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f8b\u5982\uff0c\u907f\u514d\u5728\u5faa\u73af\u5185\u8c03\u7528\u5185\u5b58\u5f00\u9500\u5927\u7684\u51fd\u6570\uff1a<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \u4e0d\u4f18\u5316\u7684\u65b9\u5f0f\uff1a\u91cd\u590d\u8ba1\u7b97\nfor i in range(10000):\n    result = expensive_function(i)\n\n# \u4f18\u5316\u540e\u7684\u65b9\u5f0f\uff1a\u907f\u514d\u91cd\u590d\u8ba1\u7b97\nexpensive_result = expensive_function(5)\nfor i in range(10000):\n    result = expensive_result<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">5. <strong>\u4f7f\u7528\u5185\u5efa\u51fd\u6570\u548c\u5e93<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">Python \u5185\u5efa\u51fd\u6570\u548c\u6807\u51c6\u5e93\u7ecf\u8fc7\u4f18\u5316\uff0c\u901a\u5e38\u6bd4\u624b\u5199\u7684\u4ee3\u7801\u8981\u9ad8\u6548\u3002\u4f8b\u5982\uff0c\u4f7f\u7528\u5185\u5efa\u7684 <code>sum()<\/code> \u6765\u8ba1\u7b97\u603b\u548c\uff0c\u6bd4\u624b\u5199 <code>for<\/code> \u5faa\u73af\u6548\u7387\u66f4\u9ad8\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \u4f7f\u7528\u5185\u5efa\u51fd\u6570\ntotal = sum(range(1000000))\n\n# \u624b\u5199\u5faa\u73af\ntotal = 0\nfor i in range(1000000):\n    total += i<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">6. <strong>\u907f\u514d\u5168\u5c40\u53d8\u91cf<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5728 Python \u4e2d\uff0c\u5c40\u90e8\u53d8\u91cf\u7684\u8bbf\u95ee\u901f\u5ea6\u6bd4\u5168\u5c40\u53d8\u91cf\u5feb\uff0c\u56e0\u6b64\u51cf\u5c11\u5bf9\u5168\u5c40\u53d8\u91cf\u7684\u4f9d\u8d56\u53ef\u4ee5\u63d0\u9ad8\u6027\u80fd\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code># \u4f7f\u7528\u5c40\u90e8\u53d8\u91cf\ndef some_function():\n    local_var = 10\n    return local_var * 2\n\n# \u4f7f\u7528\u5168\u5c40\u53d8\u91cf\nglobal_var = 10\ndef some_function():\n    global global_var\n    return global_var * 2<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">7. <strong>\u4f7f\u7528 C \u6269\u5c55<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u4e00\u4e9b\u8ba1\u7b97\u5bc6\u96c6\u578b\u7684\u4efb\u52a1\uff0c\u53ef\u4ee5\u901a\u8fc7\u4f7f\u7528 Python \u7684 C \u6269\u5c55\u6765\u63d0\u9ad8\u6027\u80fd\uff0c\u4f8b\u5982 <code>Cython<\/code> \u6216 <code>NumPy<\/code> \u7b49\u3002<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Cython<\/strong>\uff1aCython \u5141\u8bb8\u5c06 Python \u4ee3\u7801\u8f6c\u5316\u4e3a C \u4ee3\u7801\uff0c\u4ece\u800c\u63d0\u9ad8\u6027\u80fd\u3002\u4f60\u53ef\u4ee5\u4f7f\u7528 Cython \u5bf9\u5173\u952e\u7684\u4ee3\u7801\u8fdb\u884c\u52a0\u901f\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install cython<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code># \u521b\u5efa .pyx \u6587\u4ef6\u5e76\u7f16\u8bd1\n# \u4f7f\u7528 Cython \u7f16\u8bd1\u4f18\u5316\u4ee3\u7801<\/code><\/pre>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>NumPy<\/strong>\uff1a\u5982\u679c\u4f60\u7684\u7a0b\u5e8f\u4e2d\u6d89\u53ca\u5230\u5927\u91cf\u7684\u6570\u503c\u8ba1\u7b97\uff0c\u4f7f\u7528 <code>NumPy<\/code> \u6765\u8fdb\u884c\u6570\u7ec4\u64cd\u4f5c\uff0c\u6bd4\u7eaf Python \u5b9e\u73b0\u8981\u5feb\u5f97\u591a\u3002<\/li>\n<\/ul>\n\n\n\n<pre class=\"wp-block-code\"><code>pip install numpy<\/code><\/pre>\n\n\n\n<pre class=\"wp-block-code\"><code>import numpy as np\n\n# \u4f7f\u7528 NumPy \u6570\u7ec4\u8fdb\u884c\u5feb\u901f\u8ba1\u7b97\narr = np.array(&#91;1, 2, 3, 4, 5])\narr_squared = np.square(arr)<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">8. <strong>\u5e76\u884c\u548c\u591a\u7ebf\u7a0b<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u8ba1\u7b97\u5bc6\u96c6\u578b\u7684\u4efb\u52a1\uff0c\u53ef\u4ee5\u8003\u8651\u4f7f\u7528\u591a\u8fdb\u7a0b\uff08<code>multiprocessing<\/code>\uff09\u6765\u5145\u5206\u5229\u7528\u591a\u6838 CPU\uff0c\u63d0\u9ad8\u7a0b\u5e8f\u7684\u5e76\u884c\u5ea6\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import multiprocessing\n\ndef worker(num):\n    return num * num\n\nwith multiprocessing.Pool(4) as pool:\n    results = pool.map(worker, range(100))<\/code><\/pre>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e I\/O \u5bc6\u96c6\u578b\u4efb\u52a1\uff08\u4f8b\u5982\u7f51\u7edc\u8bf7\u6c42\u6216\u78c1\u76d8\u8bfb\u5199\uff09\uff0c\u53ef\u4ee5\u4f7f\u7528\u591a\u7ebf\u7a0b\uff08<code>threading<\/code>\uff09\u6765\u63d0\u9ad8\u6548\u7387\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>import threading\n\ndef task():\n    # \u6267\u884c I\/O \u64cd\u4f5c\n    pass\n\nthreads = &#91;]\nfor i in range(10):\n    t = threading.Thread(target=task)\n    threads.append(t)\n    t.start()\n\nfor t in threads:\n    t.join()<\/code><\/pre>\n\n\n\n<h4 class=\"wp-block-heading\">9. <strong>\u4f7f\u7528\u7f13\u5b58<\/strong><\/h4>\n\n\n\n<p class=\"wp-block-paragraph\">\u5bf9\u4e8e\u91cd\u590d\u8ba1\u7b97\u7684\u4efb\u52a1\uff0c\u53ef\u4ee5\u4f7f\u7528\u7f13\u5b58\u6765\u907f\u514d\u91cd\u590d\u8ba1\u7b97\uff0c\u5e38\u7528\u7684\u65b9\u6cd5\u662f\u4f7f\u7528 <code>functools.lru_cache<\/code> \u6765\u7f13\u5b58\u51fd\u6570\u7684\u8fd4\u56de\u7ed3\u679c\u3002<\/p>\n\n\n\n<pre class=\"wp-block-code\"><code>from functools import lru_cache\n\n@lru_cache(maxsize=None)\ndef expensive_function(n):\n    # \u6a21\u62df\u6602\u8d35\u7684\u8ba1\u7b97\n    return n * n\n\nprint(expensive_function(10))<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\">\u4e09\u3001\u603b\u7ed3<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f18\u5316 Python \u6027\u80fd\u7684\u5173\u952e\u662f\u6839\u636e\u5e94\u7528\u573a\u666f\u548c\u6027\u80fd\u74f6\u9888\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\u3002\u901a\u5e38\uff0c\u5408\u7406\u9009\u62e9\u6570\u636e\u7ed3\u6784\u3001\u51cf\u5c11\u4e0d\u5fc5\u8981\u7684\u8ba1\u7b97\u3001\u4f7f\u7528\u751f\u6210\u5668\u3001\u5185\u5efa\u51fd\u6570\u548c\u5e93\u3001\u907f\u514d\u9891\u7e41\u7684\u51fd\u6570\u8c03\u7528\u3001\u4ee5\u53ca\u5229\u7528\u5e76\u884c\u5316\u548c\u7f13\u5b58\u7b49\u6280\u672f\uff0c\u90fd\u80fd\u591f\u663e\u8457\u63d0\u9ad8 Python \u7a0b\u5e8f\u7684\u6267\u884c\u6548\u7387\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u6027\u80fd\u4f18\u5316\u5e94\u9075\u5faa <strong>\u201c\u5148\u6d4b\u91cf\uff0c\u540e\u4f18\u5316\u201d<\/strong> \u7684\u539f\u5219\uff0c\u4f7f\u7528\u5408\u9002\u7684\u5de5\u5177\u5b9a\u4f4d\u6027\u80fd\u74f6\u9888\uff0c\u7136\u540e\u901a\u8fc7\u5408\u7406\u7684\u4f18\u5316\u65b9\u6cd5\u8fdb\u884c\u6539\u8fdb\u3002\u901a\u8fc7\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u4f60\u53ef\u4ee5\u8ba9\u4f60\u7684 Python \u7a0b\u5e8f\u66f4\u52a0\u9ad8\u6548\u3001\u5feb\u901f\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>Python \u662f\u4e00\u79cd\u975e\u5e38\u7075\u6d3b\u548c\u6613\u4e8e\u4f7f\u7528\u7684\u7f16\u7a0b\u8bed\u8a00\uff0c\u4f46\u5b83\u7684\u6027\u80fd\u5f80\u5f80\u4e0d\u5982 C \u6216 Java \u7b49\u7f16\u8bd1\u578b\u8bed\u8a00\uff0c\u5c24\u5176\u5728\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-916","post","type-post","status-publish","format-standard","hentry","category-python"],"_links":{"self":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/916","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=916"}],"version-history":[{"count":1,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/916\/revisions"}],"predecessor-version":[{"id":917,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/posts\/916\/revisions\/917"}],"wp:attachment":[{"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/media?parent=916"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/categories?post=916"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.laixuexila.com\/index.php\/wp-json\/wp\/v2\/tags?post=916"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}