{"id":990683,"date":"2024-12-27T08:22:15","date_gmt":"2024-12-27T00:22:15","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/990683.html"},"modified":"2024-12-27T08:22:17","modified_gmt":"2024-12-27T00:22:17","slug":"%e5%9c%a8python%e5%a6%82%e4%bd%95%e8%a1%a8%e7%a4%ba%e7%9c%81%e7%95%a5","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/990683.html","title":{"rendered":"\u5728python\u5982\u4f55\u8868\u793a\u7701\u7565"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25065314\/b3f5b807-9c82-40cc-93f0-13ae5c0610d6.webp\" alt=\"\u5728python\u5982\u4f55\u8868\u793a\u7701\u7565\" \/><\/p>\n<p><p> \u5728Python\u4e2d\uff0c\u7701\u7565\u53ef\u4ee5\u901a\u8fc7<strong>\u7701\u7565\u53f7\uff08Ellipsis\uff09\u5bf9\u8c61<\/strong>\u6765\u8868\u793a\u3001\u901a\u5e38\u7528\u4e8e\u591a\u7ef4\u6570\u7ec4\u7684\u5207\u7247\u3001\u672a\u5b9e\u73b0\u7684\u65b9\u6cd5\u6216\u51fd\u6570\u3001\u5360\u4f4d\u7b26\u7b49\u3002<strong>\u4f7f\u7528Ellipsis\u5bf9\u8c61\u53ef\u4ee5\u4f7f\u4ee3\u7801\u66f4\u52a0\u7b80\u6d01\u3001\u5e2e\u52a9\u5904\u7406\u590d\u6742\u7684\u6570\u636e\u7ed3\u6784<\/strong>\u3002\u5728Python\u4e2d\uff0c\u7701\u7565\u53f7\u7531\u4e09\u4e2a\u8fde\u7eed\u7684\u70b9\uff08&#8230;\uff09\u8868\u793a\u3002\u5728\u4ee5\u4e0b\u5185\u5bb9\u4e2d\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u63a2\u8ba8Python\u4e2d\u7701\u7565\u53f7\u7684\u5e94\u7528\u573a\u666f\u548c\u6280\u5de7\u3002<\/p>\n<\/p>\n<p><p>\u4e00\u3001\u5728\u591a\u7ef4\u6570\u7ec4\u4e2d\u7684\u5e94\u7528<\/p>\n<\/p>\n<p><p>\u7701\u7565\u53f7\u5728\u591a\u7ef4\u6570\u7ec4\u7684\u5207\u7247\u4e2d\u975e\u5e38\u6709\u7528\uff0c\u7279\u522b\u662f\u5728\u5904\u7406NumPy\u6570\u7ec4\u65f6\u3002\u5b83\u5141\u8bb8\u60a8\u5728\u4e0d\u663e\u5f0f\u6307\u5b9a\u6bcf\u4e2a\u7ef4\u5ea6\u7684\u60c5\u51b5\u4e0b\u8fdb\u884c\u5207\u7247\uff0c\u4ece\u800c\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u7b80\u6d01\u6027\u3002<\/p>\n<\/p>\n<ol>\n<li>NumPy\u4e2d\u7684\u5e94\u7528<\/li>\n<\/ol>\n<p><p>NumPy\u662fPython\u4e2d\u7528\u4e8e\u79d1\u5b66\u8ba1\u7b97\u7684\u4e00\u4e2a\u6d41\u884c\u5e93\uff0c\u63d0\u4f9b\u4e86\u5bf9\u5927\u89c4\u6a21\u591a\u7ef4\u6570\u7ec4\u548c\u77e9\u9635\u7684\u652f\u6301\u3002\u5728\u5904\u7406\u9ad8\u7ef4\u6570\u7ec4\u65f6\uff0c\u7701\u7565\u53f7\u662f\u4e00\u4e2a\u4fbf\u6377\u7684\u5de5\u5177\u3002\u4f8b\u5982\uff0c\u5982\u679c\u60a8\u6709\u4e00\u4e2a\u56db\u7ef4\u6570\u7ec4\uff0c\u60f3\u8981\u83b7\u53d6\u5176\u4e2d\u7684\u4e00\u4e2a\u4e8c\u7ef4\u5207\u7247\uff0c\u4f7f\u7528\u7701\u7565\u53f7\u53ef\u4ee5\u7b80\u5316\u4ee3\u7801\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import numpy as np<\/p>\n<h2><strong>\u521b\u5efa\u4e00\u4e2a4\u7ef4\u6570\u7ec4<\/strong><\/h2>\n<p>array = np.random.rand(3, 4, 5, 6)<\/p>\n<h2><strong>\u4f7f\u7528\u7701\u7565\u53f7\u83b7\u53d6\u5176\u4e2d\u4e00\u4e2a\u4e8c\u7ef4\u5207\u7247<\/strong><\/h2>\n<p>slice_2d = array[..., 0, 0]<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u4e0a\u9762\u7684\u4f8b\u5b50\u4e2d\uff0c<code>...<\/code>\u8868\u793a\u524d\u9762\u7684\u6240\u6709\u7ef4\u5ea6\uff0c\u8fd9\u6837\u60a8\u4e0d\u9700\u8981\u663e\u5f0f\u6307\u5b9a\u8fd9\u4e9b\u7ef4\u5ea6\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u7b80\u5316\u4ee3\u7801<\/li>\n<\/ol>\n<p><p>\u7701\u7565\u53f7\u4e0d\u4ec5\u7b80\u5316\u4e86\u4ee3\u7801\uff0c\u8fd8\u63d0\u9ad8\u4e86\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\uff0c\u7279\u522b\u662f\u5728\u5904\u7406\u590d\u6742\u7684\u6570\u636e\u7ed3\u6784\u65f6\u3002\u901a\u8fc7\u7701\u7565\u53f7\uff0c\u60a8\u53ef\u4ee5\u907f\u514d\u5197\u957f\u7684\u7d22\u5f15\uff0c\u4ece\u800c\u4e13\u6ce8\u4e8e\u91cd\u8981\u7684\u90e8\u5206\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001\u4f5c\u4e3a\u5360\u4f4d\u7b26<\/p>\n<\/p>\n<p><p>\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u60a8\u53ef\u80fd\u9700\u8981\u5728\u4ee3\u7801\u4e2d\u4f7f\u7528\u5360\u4f4d\u7b26\u6765\u8868\u793a\u5c1a\u672a\u5b9e\u73b0\u7684\u529f\u80fd\u6216\u672a\u6765\u5c06\u88ab\u5b9a\u4e49\u7684\u90e8\u5206\u3002\u7701\u7565\u53f7\u662f\u4e00\u79cd\u5e38\u7528\u7684\u5360\u4f4d\u7b26\u3002<\/p>\n<\/p>\n<ol>\n<li>\u5360\u4f4d\u7b26\u5728\u7c7b\u65b9\u6cd5\u4e2d\u7684\u5e94\u7528<\/li>\n<\/ol>\n<p><p>\u5728\u7c7b\u7684\u5b9a\u4e49\u8fc7\u7a0b\u4e2d\uff0c\u60a8\u53ef\u80fd\u4f1a\u9047\u5230\u5c1a\u672a\u5b9e\u73b0\u7684\u65b9\u6cd5\u3002\u5728\u8fd9\u79cd\u60c5\u51b5\u4e0b\uff0c\u53ef\u4ee5\u4f7f\u7528\u7701\u7565\u53f7\u4f5c\u4e3a\u65b9\u6cd5\u4f53\u7684\u5360\u4f4d\u7b26\uff0c\u4ee5\u4fdd\u6301\u4ee3\u7801\u7684\u7ed3\u6784\u5b8c\u6574\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">class ExampleClass:<\/p>\n<p>    def method_to_implement(self):<\/p>\n<p>        ...<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4f7f\u7528\u7701\u7565\u53f7\u4f5c\u4e3a\u5360\u4f4d\u7b26\uff0c\u53ef\u4ee5\u907f\u514d\u7f16\u8bd1\u9519\u8bef\uff0c\u540c\u65f6\u4e5f\u6e05\u695a\u5730\u8868\u660e\u8be5\u65b9\u6cd5\u5c1a\u672a\u5b9e\u73b0\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li>\u5728\u51fd\u6570\u4e2d\u4f7f\u7528<\/li>\n<\/ol>\n<p><p>\u540c\u6837\u5730\uff0c\u5728\u51fd\u6570\u5b9a\u4e49\u4e2d\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528\u7701\u7565\u53f7\u6765\u8868\u793a\u51fd\u6570\u4f53\u5c06\u6765\u4f1a\u88ab\u5b9e\u73b0\uff0c\u8fd9\u5728\u7f16\u5199\u4ee3\u7801\u7684\u65e9\u671f\u9636\u6bb5\u7279\u522b\u6709\u7528\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def example_function():<\/p>\n<p>    ...<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u4e09\u3001\u5728\u7c7b\u578b\u6ce8\u89e3\u4e2d\u7684\u5e94\u7528<\/p>\n<\/p>\n<p><p>Python 3.5\u5f15\u5165\u4e86\u7c7b\u578b\u6ce8\u89e3\u529f\u80fd\uff0c\u5b83\u5141\u8bb8\u60a8\u4e3a\u51fd\u6570\u7684\u8f93\u5165\u53c2\u6570\u548c\u8fd4\u56de\u503c\u6307\u5b9a\u7c7b\u578b\u3002\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u60a8\u53ef\u80fd\u5e0c\u671b\u4f7f\u7528\u7701\u7565\u53f7\u6765\u8868\u793a\u590d\u6742\u6216\u52a8\u6001\u7c7b\u578b\u3002<\/p>\n<\/p>\n<ol>\n<li>\u52a8\u6001\u7c7b\u578b\u6ce8\u89e3<\/li>\n<\/ol>\n<p><p>\u5f53\u60a8\u4e0d\u786e\u5b9a\u51fd\u6570\u7684\u8fd4\u56de\u7c7b\u578b\u6216\u5e0c\u671b\u8868\u793a\u4e00\u4e2a\u901a\u7528\u7c7b\u578b\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528\u7701\u7565\u53f7\u4f5c\u4e3a\u52a8\u6001\u7c7b\u578b\u7684\u6807\u5fd7\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from typing import List<\/p>\n<p>def process_data(data: List[...]) -&gt; None:<\/p>\n<p>    ...<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c<code>List[...]<\/code>\u8868\u793a\u4e00\u4e2a\u5305\u542b\u52a8\u6001\u7c7b\u578b\u5143\u7d20\u7684\u5217\u8868\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u5728\u4e0a\u4e0b\u6587\u4e2d\u4f7f\u7528\u7701\u7565\u53f7<\/p>\n<\/p>\n<p><p>\u6709\u65f6\uff0c\u7701\u7565\u53f7\u53ef\u4ee5\u5728\u7279\u5b9a\u7684\u4e0a\u4e0b\u6587\u4e2d\u4f7f\u7528\uff0c\u4ee5\u63d0\u9ad8\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u7b80\u6d01\u6027\u3002\u4f8b\u5982\uff0c\u5728\u6570\u636e\u5904\u7406\u6216\u6587\u5b57\u5904\u7406\u7684\u8fc7\u7a0b\u4e2d\uff0c\u60a8\u53ef\u80fd\u9700\u8981\u8868\u793a\u7701\u7565\u6216\u672a\u5b8c\u6210\u7684\u90e8\u5206\u3002<\/p>\n<\/p>\n<ol>\n<li>\u6587\u5b57\u5904\u7406<\/li>\n<\/ol>\n<p><p>\u5728\u6587\u5b57\u5904\u7406\u6216\u683c\u5f0f\u5316\u5b57\u7b26\u4e32\u65f6\uff0c\u7701\u7565\u53f7\u53ef\u4ee5\u8868\u793a\u88ab\u7701\u7565\u7684\u90e8\u5206\uff0c\u8fd9\u5728\u5904\u7406\u957f\u6587\u672c\u6216\u65e5\u5fd7\u65f6\u975e\u5e38\u6709\u7528\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">text = &quot;This is a long text that needs to be truncated...&quot;<\/p>\n<p>print(text[:10] + &quot;...&quot;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u901a\u8fc7\u4f7f\u7528\u7701\u7565\u53f7\uff0c\u60a8\u53ef\u4ee5\u76f4\u89c2\u5730\u8868\u793a\u6587\u672c\u7684\u622a\u65ad\u3002<\/p>\n<\/p>\n<p><p>\u4e94\u3001\u5176\u4ed6\u5e94\u7528\u573a\u666f<\/p>\n<\/p>\n<p><p>\u9664\u4e86\u4e0a\u8ff0\u5e38\u89c1\u7684\u5e94\u7528\u573a\u666f\u5916\uff0c\u7701\u7565\u53f7\u5728\u5176\u4ed6\u9886\u57df\u4e5f\u6709\u5176\u72ec\u7279\u7684\u7528\u9014\u3002<\/p>\n<\/p>\n<ol>\n<li>\u6570\u636e\u5206\u6790\u4e2d\u7684\u5e94\u7528<\/li>\n<\/ol>\n<p><p>\u5728\u6570\u636e\u5206\u6790\u8fc7\u7a0b\u4e2d\uff0c\u5904\u7406\u5927\u89c4\u6a21\u7684\u6570\u636e\u96c6\u65f6\uff0c\u7701\u7565\u53f7\u53ef\u4ee5\u7528\u6765\u8868\u793a\u672a\u5904\u7406\u6216\u4e0d\u5b8c\u6574\u7684\u6570\u636e\u90e8\u5206\u3002\u4f8b\u5982\uff0c\u5728\u6570\u636e\u53ef\u89c6\u5316\u5de5\u5177\u4e2d\uff0c\u7701\u7565\u53f7\u53ef\u4ee5\u8868\u793a\u672a\u663e\u793a\u7684\u90e8\u5206\u3002<\/p>\n<\/p>\n<ol start=\"2\">\n<li><a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u4e2d\u7684\u5e94\u7528<\/li>\n<\/ol>\n<p><p>\u5728\u673a\u5668\u5b66\u4e60\u9886\u57df\uff0c\u7279\u522b\u662f\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\u4e2d\uff0c\u7701\u7565\u53f7\u53ef\u4ee5\u7528\u6765\u8868\u793a\u672a\u5b9a\u4e49\u7684\u5c42\u6216\u53c2\u6570\u3002\u8fd9\u5728\u5feb\u901f\u6784\u5efa\u548c\u6d4b\u8bd5\u6a21\u578b\u65f6\u975e\u5e38\u6709\u7528\u3002<\/p>\n<\/p>\n<p><p>\u603b\u4e4b\uff0cPython\u4e2d\u7684\u7701\u7565\u53f7\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u5de5\u5177\uff0c\u5b83\u4e0d\u4ec5\u63d0\u9ad8\u4e86\u4ee3\u7801\u7684\u53ef\u8bfb\u6027\u548c\u7b80\u6d01\u6027\uff0c\u8fd8\u63d0\u4f9b\u4e86\u7075\u6d3b\u7684\u7f16\u7801\u89e3\u51b3\u65b9\u6848\u3002\u5728\u591a\u7ef4\u6570\u7ec4\u5904\u7406\u3001\u5360\u4f4d\u7b26\u3001\u7c7b\u578b\u6ce8\u89e3\u548c\u5176\u4ed6\u5e94\u7528\u573a\u666f\u4e2d\uff0c\u5408\u7406\u4f7f\u7528\u7701\u7565\u53f7\u53ef\u4ee5\u663e\u8457\u63d0\u5347\u60a8\u7684\u7f16\u7a0b\u6548\u7387\u548c\u4ee3\u7801\u8d28\u91cf\u3002\u65e0\u8bba\u60a8\u662f\u521d\u5b66\u8005\u8fd8\u662f\u7ecf\u9a8c\u4e30\u5bcc\u7684\u5f00\u53d1\u8005\uff0c\u638c\u63e1\u7701\u7565\u53f7\u7684\u4f7f\u7528\u6280\u5de7\u90fd\u662f\u5fc5\u4e0d\u53ef\u5c11\u7684\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5728Python\u4e2d\uff0c\u5982\u4f55\u4f7f\u7528\u7701\u7565\u53f7\u8868\u793a\u67d0\u4e9b\u5185\u5bb9\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u7701\u7565\u53f7\u53ef\u4ee5\u901a\u8fc7\u4e09\u4e2a\u8fde\u7eed\u7684\u70b9\uff08&#8230;\uff09\u6765\u8868\u793a\u3002\u8fd9\u79cd\u8868\u793a\u65b9\u5f0f\u5728\u5207\u7247\u3001\u51fd\u6570\u53c2\u6570\u4ee5\u53ca\u4f5c\u4e3a\u5360\u4f4d\u7b26\u65f6\u975e\u5e38\u6709\u7528\u3002\u4f8b\u5982\uff0c\u5728NumPy\u5e93\u4e2d\uff0c\u7701\u7565\u53f7\u53ef\u4ee5\u7528\u6765\u8868\u793a\u591a\u4e2a\u7ef4\u5ea6\u7684\u5207\u7247\uff0c\u7b80\u5316\u4ee3\u7801\u7684\u4e66\u5199\u3002\u5728\u81ea\u5b9a\u4e49\u51fd\u6570\u65f6\uff0c\u4e5f\u53ef\u4ee5\u4f7f\u7528\u7701\u7565\u53f7\u4f5c\u4e3a\u5360\u4f4d\u7b26\uff0c\u63d0\u9192\u7528\u6237\u9700\u8981\u5728\u8be5\u4f4d\u7f6e\u586b\u5199\u5176\u4ed6\u5185\u5bb9\u3002<\/p>\n<p><strong>\u4f7f\u7528\u7701\u7565\u53f7\u5728Python\u4e2d\u6709\u54ea\u4e9b\u5b9e\u9645\u5e94\u7528\uff1f<\/strong><br 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