{"id":1136331,"date":"2025-01-08T21:34:43","date_gmt":"2025-01-08T13:34:43","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1136331.html"},"modified":"2025-01-08T21:34:46","modified_gmt":"2025-01-08T13:34:46","slug":"python%e5%a6%82%e4%bd%95%e5%ae%9a%e4%b9%89%e4%b8%80%e4%b8%aa%e7%a9%ba%e7%9a%84%e4%b8%80%e7%bb%b4%e6%95%b0%e7%bb%84-2","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1136331.html","title":{"rendered":"python\u5982\u4f55\u5b9a\u4e49\u4e00\u4e2a\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25100506\/e55c50f7-5c9a-417e-ba75-b23391dd4de6.webp\" alt=\"python\u5982\u4f55\u5b9a\u4e49\u4e00\u4e2a\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4\" \/><\/p>\n<p><p> <strong>\u5b9a\u4e49\u4e00\u4e2a\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4\u5728Python\u4e2d\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u6cd5\u6765\u5b9e\u73b0\uff0c\u5305\u62ec\u4f7f\u7528\u5217\u8868\u3001NumPy\u5e93\u7b49\u3002\u6700\u5e38\u7528\u7684\u65b9\u6cd5\u662f\u4f7f\u7528\u7a7a\u5217\u8868\uff0c\u56e0\u4e3a\u5176\u7b80\u5355\u3001\u76f4\u89c2\uff1b\u53e6\u4e00\u79cd\u5e38\u89c1\u7684\u65b9\u6cd5\u662f\u4f7f\u7528NumPy\u5e93\u6765\u521b\u5efa\u7a7a\u6570\u7ec4\uff0c\u5c24\u5176\u5728\u8fdb\u884c\u79d1\u5b66\u8ba1\u7b97\u548c\u6570\u636e\u5206\u6790\u65f6\u3002<\/strong>\u5728\u8fd9\u7bc7\u6587\u7ae0\u4e2d\uff0c\u6211\u4eec\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u8fd9\u4e24\u79cd\u65b9\u6cd5\uff0c\u5e76\u63a2\u8ba8\u5b83\u4eec\u7684\u4f18\u7f3a\u70b9\u548c\u9002\u7528\u573a\u666f\u3002<\/p>\n<\/p>\n<p><h2>\u4e00\u3001\u4f7f\u7528\u5217\u8868\u5b9a\u4e49\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4<\/h2>\n<\/p>\n<p><p>\u5217\u8868\u662fPython\u4e2d\u6700\u57fa\u672c\u7684\u6570\u636e\u7ed3\u6784\u4e4b\u4e00\uff0c\u53ef\u4ee5\u5f88\u65b9\u4fbf\u5730\u7528\u6765\u5b9a\u4e49\u548c\u64cd\u4f5c\u6570\u7ec4\u3002\u4ee5\u4e0b\u662f\u4f7f\u7528\u7a7a\u5217\u8868\u6765\u5b9a\u4e49\u4e00\u7ef4\u6570\u7ec4\u7684\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n<p><h3>1.1\u3001\u5b9a\u4e49\u7a7a\u5217\u8868<\/h3>\n<\/p>\n<p><p>\u5728Python\u4e2d\uff0c\u5b9a\u4e49\u4e00\u4e2a\u7a7a\u5217\u8868\u975e\u5e38\u7b80\u5355\uff0c\u53ea\u9700\u8981\u4e00\u5bf9\u65b9\u62ec\u53f7\u5373\u53ef\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">empty_list = []<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u79cd\u65b9\u6cd5\u76f4\u89c2\u6613\u61c2\uff0c\u975e\u5e38\u9002\u5408\u65b0\u624b\u3002\u7531\u4e8e\u5217\u8868\u662f\u52a8\u6001\u7c7b\u578b\u7684\u6570\u636e\u7ed3\u6784\uff0c\u53ef\u4ee5\u968f\u65f6\u5411\u5176\u4e2d\u6dfb\u52a0\u6216\u5220\u9664\u5143\u7d20\uff0c\u975e\u5e38\u7075\u6d3b\u3002<\/p>\n<\/p>\n<p><h3>1.2\u3001\u5411\u5217\u8868\u4e2d\u6dfb\u52a0\u5143\u7d20<\/h3>\n<\/p>\n<p><p>\u4f7f\u7528\u5217\u8868\u7684\u4e00\u4e2a\u663e\u8457\u4f18\u52bf\u662f\uff0c\u5b83\u53ef\u4ee5\u52a8\u6001\u5730\u6dfb\u52a0\u5143\u7d20\u3002\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">empty_list.append(1)<\/p>\n<p>empty_list.append(2)<\/p>\n<p>empty_list.append(3)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6837\uff0c<code>empty_list<\/code>\u5c31\u53d8\u6210\u4e86\u5305\u542b\u4e09\u4e2a\u5143\u7d20\u7684\u6570\u7ec4 <code>[1, 2, 3]<\/code>\u3002<\/p>\n<\/p>\n<p><h3>1.3\u3001\u5217\u8868\u7684\u4f18\u7f3a\u70b9<\/h3>\n<\/p>\n<ul>\n<li><strong>\u4f18\u70b9<\/strong>\uff1a\u7075\u6d3b\u3001\u52a8\u6001\u3001\u6613\u4e8e\u4f7f\u7528\u3002<\/li>\n<li><strong>\u7f3a\u70b9<\/strong>\uff1a\u5728\u8fdb\u884c\u5927\u91cf\u79d1\u5b66\u8ba1\u7b97\u6216\u6570\u636e\u5206\u6790\u65f6\uff0c\u6027\u80fd\u4e0d\u5982NumPy\u6570\u7ec4\u3002<\/li>\n<\/ul>\n<p><h2>\u4e8c\u3001\u4f7f\u7528NumPy\u5b9a\u4e49\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4<\/h2>\n<\/p>\n<p><p>NumPy\u662f\u4e00\u4e2a\u5f3a\u5927\u7684Python\u5e93\uff0c\u4e13\u95e8\u7528\u4e8e\u8fdb\u884c\u79d1\u5b66\u8ba1\u7b97\u3002\u4f7f\u7528NumPy\u53ef\u4ee5\u66f4\u9ad8\u6548\u5730\u5904\u7406\u6570\u7ec4\u548c\u77e9\u9635\u3002<\/p>\n<\/p>\n<p><h3>2.1\u3001\u5b89\u88c5NumPy\u5e93<\/h3>\n<\/p>\n<p><p>\u5728\u4f7f\u7528NumPy\u4e4b\u524d\uff0c\u4f60\u9700\u8981\u5148\u5b89\u88c5\u8fd9\u4e2a\u5e93\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u547d\u4ee4\u8fdb\u884c\u5b89\u88c5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-sh\">pip install numpy<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>2.2\u3001\u5b9a\u4e49\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4<\/h3>\n<\/p>\n<p><p>\u4f7f\u7528NumPy\u5b9a\u4e49\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4\u7684\u65b9\u6cd5\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import numpy as np<\/p>\n<p>empty_array = np.array([])<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u79cd\u65b9\u6cd5\u540c\u6837\u975e\u5e38\u7b80\u5355\uff0c\u53ea\u9700\u8981\u4f7f\u7528<code>np.array<\/code>\u51fd\u6570\u5e76\u4f20\u5165\u4e00\u4e2a\u7a7a\u5217\u8868\u5373\u53ef\u3002<\/p>\n<\/p>\n<p><h3>2.3\u3001\u5411NumPy\u6570\u7ec4\u4e2d\u6dfb\u52a0\u5143\u7d20<\/h3>\n<\/p>\n<p><p>\u4e0e\u5217\u8868\u4e0d\u540c\u7684\u662f\uff0cNumPy\u6570\u7ec4\u5728\u5b9a\u4e49\u4e4b\u540e\uff0c\u5176\u5927\u5c0f\u662f\u56fa\u5b9a\u7684\u3002\u8981\u5411\u5176\u4e2d\u6dfb\u52a0\u5143\u7d20\uff0c\u9700\u8981\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u6570\u7ec4\u3002\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">empty_array = np.append(empty_array, [1, 2, 3])<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8fd9\u6837\uff0c<code>empty_array<\/code>\u5c31\u53d8\u6210\u4e86\u5305\u542b\u4e09\u4e2a\u5143\u7d20\u7684\u6570\u7ec4 <code>[1, 2, 3]<\/code>\u3002<\/p>\n<\/p>\n<p><h3>2.4\u3001NumPy\u6570\u7ec4\u7684\u4f18\u7f3a\u70b9<\/h3>\n<\/p>\n<ul>\n<li><strong>\u4f18\u70b9<\/strong>\uff1a\u9ad8\u6548\u3001\u6027\u80fd\u4f18\u8d8a\uff0c\u7279\u522b\u9002\u5408\u8fdb\u884c\u5927\u89c4\u6a21\u79d1\u5b66\u8ba1\u7b97\u3002<\/li>\n<li><strong>\u7f3a\u70b9<\/strong>\uff1a\u76f8\u8f83\u4e8e\u5217\u8868\uff0c\u64cd\u4f5c\u7a0d\u663e\u590d\u6742\uff0c\u4e0d\u9002\u5408\u975e\u5e38\u7b80\u5355\u7684\u4efb\u52a1\u3002<\/li>\n<\/ul>\n<p><h2>\u4e09\u3001\u5176\u4ed6\u65b9\u6cd5<\/h2>\n<\/p>\n<p><p>\u9664\u4e86\u4e0a\u8ff0\u4e24\u79cd\u5e38\u89c1\u7684\u65b9\u6cd5\uff0c\u8fd8\u6709\u4e00\u4e9b\u5176\u4ed6\u7684\u65b9\u6cd5\u53ef\u4ee5\u7528\u6765\u5b9a\u4e49\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4\uff0c\u4f8b\u5982\u4f7f\u7528<code>array<\/code>\u6a21\u5757\u6216Pandas\u5e93\u7b49\u3002\u8fd9\u4e9b\u65b9\u6cd5\u5728\u67d0\u4e9b\u7279\u5b9a\u573a\u666f\u4e0b\u53ef\u80fd\u4f1a\u66f4\u4e3a\u5408\u9002\u3002<\/p>\n<\/p>\n<p><h3>3.1\u3001\u4f7f\u7528array\u6a21\u5757<\/h3>\n<\/p>\n<p><p>Python\u7684<code>array<\/code>\u6a21\u5757\u4e5f\u53ef\u4ee5\u7528\u6765\u5b9a\u4e49\u6570\u7ec4\uff0c\u4f46\u5b83\u4e3b\u8981\u7528\u4e8e\u5904\u7406\u6570\u503c\u7c7b\u578b\u7684\u6570\u7ec4\u3002\u4f8b\u5982\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import array as arr<\/p>\n<p>empty_array = arr.array(&#39;i&#39;, [])<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5176\u4e2d\uff0c<code>&#39;i&#39;<\/code>\u8868\u793a\u6574\u6570\u7c7b\u578b\u3002<\/p>\n<\/p>\n<p><h3>3.2\u3001\u4f7f\u7528Pandas\u5e93<\/h3>\n<\/p>\n<p><p>Pandas\u662f\u53e6\u4e00\u4e2a\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u5e93\uff0c\u5c24\u5176\u5728\u6570\u636e\u5206\u6790\u9886\u57df\u5e94\u7528\u5e7f\u6cdb\u3002\u4f7f\u7528Pandas\u53ef\u4ee5\u5b9a\u4e49\u7a7a\u7684Series\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<p>empty_series = pd.Series(dtype=&#39;float64&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u56db\u3001\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5<\/h2>\n<\/p>\n<p><p>\u5728\u9009\u62e9\u5982\u4f55\u5b9a\u4e49\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4\u65f6\uff0c\u5e94\u6839\u636e\u5177\u4f53\u9700\u6c42\u6765\u51b3\u5b9a\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u7b80\u5355\u4efb\u52a1<\/strong>\uff1a\u4f7f\u7528\u5217\u8868\u3002<\/li>\n<li><strong>\u79d1\u5b66\u8ba1\u7b97<\/strong>\uff1a\u4f7f\u7528NumPy\u3002<\/li>\n<li><strong>\u6570\u636e\u5206\u6790<\/strong>\uff1a\u4f7f\u7528Pandas\u3002<\/li>\n<\/ul>\n<p><h2>\u4e94\u3001\u603b\u7ed3<\/h2>\n<\/p>\n<p><p>\u5b9a\u4e49\u4e00\u4e2a\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4\u5728Python\u4e2d\u53ef\u4ee5\u901a\u8fc7\u591a\u79cd\u65b9\u6cd5\u6765\u5b9e\u73b0\uff0c\u5305\u62ec\u4f7f\u7528\u5217\u8868\u3001NumPy\u5e93\u3001<code>array<\/code>\u6a21\u5757\u548cPandas\u5e93\u7b49\u3002\u6bcf\u79cd\u65b9\u6cd5\u90fd\u6709\u5176\u72ec\u7279\u7684\u4f18\u7f3a\u70b9\uff0c\u9009\u62e9\u6700\u5408\u9002\u7684\u65b9\u6cd5\u53ef\u4ee5\u63d0\u9ad8\u4ee3\u7801\u7684\u6548\u7387\u548c\u53ef\u8bfb\u6027\u3002\u901a\u8fc7\u5bf9\u8fd9\u4e9b\u65b9\u6cd5\u7684\u8be6\u7ec6\u4ecb\u7ecd\u548c\u6bd4\u8f83\uff0c\u5e0c\u671b\u80fd\u5e2e\u52a9\u4f60\u5728\u4e0d\u540c\u573a\u666f\u4e2d\u505a\u51fa\u6700\u4f73\u9009\u62e9\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u521b\u5efa\u4e00\u4e2a\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528NumPy\u5e93\u6765\u521b\u5efa\u4e00\u4e2a\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4\u3002\u9996\u5148\u9700\u8981\u5b89\u88c5NumPy\u5e93\uff08\u5982\u679c\u5c1a\u672a\u5b89\u88c5\uff09\u3002\u4f7f\u7528\u4ee5\u4e0b\u547d\u4ee4\u5b89\u88c5\uff1a  <\/p>\n<pre><code class=\"language-bash\">pip install numpy\n<\/code><\/pre>\n<p>\u5b89\u88c5\u540e\uff0c\u60a8\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u4ee3\u7801\u5b9a\u4e49\u4e00\u4e2a\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4\uff1a  <\/p>\n<pre><code class=\"language-python\">import numpy as np\nempty_array = np.array([])\n<\/code><\/pre>\n<p>\u8fd9\u6bb5\u4ee3\u7801\u5c06\u521b\u5efa\u4e00\u4e2a\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4\uff0c\u60a8\u53ef\u4ee5\u6839\u636e\u9700\u8981\u5728\u540e\u7eed\u64cd\u4f5c\u4e2d\u5411\u5176\u4e2d\u6dfb\u52a0\u5143\u7d20\u3002<\/p>\n<p><strong>Python\u4e2d\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4\u4e0e\u5217\u8868\u6709\u4ec0\u4e48\u533a\u522b\uff1f<\/strong><br \/>\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4\u901a\u5e38\u662f\u901a\u8fc7NumPy\u521b\u5efa\u7684\uff0c\u800c\u5217\u8868\u662fPython\u5185\u7f6e\u7684\u6570\u636e\u7ed3\u6784\u3002\u5217\u8868\u53ef\u4ee5\u5b58\u50a8\u4e0d\u540c\u7c7b\u578b\u7684\u6570\u636e\uff0c\u800cNumPy\u6570\u7ec4\u5219\u66f4\u9002\u5408\u7528\u4e8e\u6570\u503c\u8ba1\u7b97\uff0c\u56e0\u4e3a\u5b83\u4eec\u652f\u6301\u66f4\u9ad8\u6548\u7684\u64cd\u4f5c\u548c\u66f4\u590d\u6742\u7684\u6570\u5b66\u8fd0\u7b97\u3002\u6b64\u5916\uff0cNumPy\u6570\u7ec4\u7684\u5927\u5c0f\u662f\u56fa\u5b9a\u7684\uff0c\u5fc5\u987b\u5728\u521b\u5efa\u65f6\u5b9a\u4e49\uff0c\u800c\u5217\u8868\u53ef\u4ee5\u52a8\u6001\u5730\u6dfb\u52a0\u6216\u5220\u9664\u5143\u7d20\u3002<\/p>\n<p><strong>\u5982\u4f55\u5411\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4\u6dfb\u52a0\u5143\u7d20\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u60a8\u53ef\u4ee5\u4f7f\u7528NumPy\u7684<code>np.append()<\/code>\u51fd\u6570\u5411\u4e00\u4e2a\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4\u6dfb\u52a0\u5143\u7d20\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\uff1a  <\/p>\n<pre><code class=\"language-python\">import numpy as np\nempty_array = np.array([])\nnew_array = np.append(empty_array, [1, 2, 3])\n<\/code><\/pre>\n<p>\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u60a8\u53ef\u4ee5\u770b\u5230\u5982\u4f55\u5c06\u65b0\u7684\u5143\u7d20\u6dfb\u52a0\u5230\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4\u4e2d\uff0c\u751f\u6210\u4e00\u4e2a\u5305\u542b1\u30012\u30013\u7684\u65b0\u7684\u6570\u7ec4\u3002\u8bf7\u6ce8\u610f\uff0c\u6bcf\u6b21\u8c03\u7528<code>np.append()<\/code>\u90fd\u4f1a\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u6570\u7ec4\uff0c\u56e0\u6b64\u5728\u9891\u7e41\u6dfb\u52a0\u5143\u7d20\u65f6\uff0c\u53ef\u80fd\u4f1a\u5f71\u54cd\u6027\u80fd\u3002<\/p>\n<p><strong>\u7a7a\u7684\u4e00\u7ef4\u6570\u7ec4\u5728\u6570\u636e\u5206\u6790\u4e2d\u7684\u5e94\u7528\u573a\u666f\u6709\u54ea\u4e9b\uff1f<\/strong><br 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[&hellip;]","protected":false},"author":3,"featured_media":1136339,"comment_status":"closed","ping_status":"","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[37],"tags":[],"acf":[],"_links":{"self":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1136331"}],"collection":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/users\/3"}],"replies":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/comments?post=1136331"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1136331\/revisions"}],"predecessor-version":[{"id":1136340,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1136331\/revisions\/1136340"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1136339"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1136331"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1136331"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1136331"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}