{"id":1065395,"date":"2024-12-31T16:17:16","date_gmt":"2024-12-31T08:17:16","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1065395.html"},"modified":"2024-12-31T16:17:19","modified_gmt":"2024-12-31T08:17:19","slug":"python%e5%a6%82%e4%bd%95%e8%87%aa%e5%b7%b1%e7%94%9f%e6%88%90%e9%9a%8f%e6%9c%ba%e5%8f%98%e9%87%8f","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1065395.html","title":{"rendered":"python\u5982\u4f55\u81ea\u5df1\u751f\u6210\u968f\u673a\u53d8\u91cf"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/12\/7505f181-e724-43d3-83fd-bf6337c06a0b.webp?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"python\u5982\u4f55\u81ea\u5df1\u751f\u6210\u968f\u673a\u53d8\u91cf\" \/><\/p>\n<p><p> \u4e00\u3001Python\u751f\u6210\u968f\u673a\u53d8\u91cf\u7684\u65b9\u6cd5\u4e3b\u8981\u5305\u62ec\uff1a\u4f7f\u7528random\u5e93\u3001\u4f7f\u7528numpy\u5e93\u3001\u4f7f\u7528secrets\u5e93\u3002<strong>\u5176\u4e2d\uff0c\u4f7f\u7528random\u5e93\u662f\u6700\u5e38\u89c1\u7684\u65b9\u5f0f<\/strong>\u3002random\u5e93\u63d0\u4f9b\u4e86\u591a\u79cd\u65b9\u6cd5\u6765\u751f\u6210\u968f\u673a\u53d8\u91cf\uff0c\u53ef\u4ee5\u751f\u6210\u6574\u6570\u3001\u6d6e\u70b9\u6570\u4ee5\u53ca\u4ece\u7279\u5b9a\u5206\u5e03\u4e2d\u62bd\u6837\u3002\u4ee5\u4e0b\u5c06\u8be6\u7ec6\u4ecb\u7ecdrandom\u5e93\u7684\u4f7f\u7528\u65b9\u6cd5\u3002<\/p>\n<\/p>\n<p><p>\u4f7f\u7528random\u5e93\u751f\u6210\u968f\u673a\u6574\u6570\uff0c\u53ef\u4ee5\u4f7f\u7528random.randint()\u65b9\u6cd5\u3002\u4f8b\u5982\uff0c\u751f\u6210\u4e00\u4e2a\u8303\u56f4\u4ece1\u523010\u7684\u968f\u673a\u6574\u6570\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import random<\/p>\n<p>random_integer = random.randint(1, 10)<\/p>\n<p>print(random_integer)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u4f1a\u5305\u62ec\u8303\u56f4\u7684\u4e24\u4e2a\u7aef\u70b9\uff0c\u5373\u751f\u6210\u7684\u968f\u673a\u6574\u6570\u53ef\u80fd\u662f1\uff0c\u4e5f\u53ef\u80fd\u662f10\u3002<\/p>\n<\/p>\n<p><p>\u4e8c\u3001\u4f7f\u7528random\u5e93\u751f\u6210\u968f\u673a\u6d6e\u70b9\u6570<\/p>\n<\/p>\n<p><p>random\u5e93\u63d0\u4f9b\u4e86\u751f\u6210\u968f\u673a\u6d6e\u70b9\u6570\u7684\u65b9\u6cd5\uff0c\u5982random.uniform()\u548crandom.random()\u3002<\/p>\n<\/p>\n<p><p>1\u3001random.uniform()\u751f\u6210\u6307\u5b9a\u8303\u56f4\u5185\u7684\u968f\u673a\u6d6e\u70b9\u6570\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">random_float = random.uniform(1.5, 10.5)<\/p>\n<p>print(random_float)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u751f\u6210\u7684\u6d6e\u70b9\u6570\u57281.5\u523010.5\u4e4b\u95f4\uff0c\u5305\u62ec1.5\u548c10.5\u3002<\/p>\n<\/p>\n<p><p>2\u3001random.random()\u751f\u62100\u52301\u4e4b\u95f4\u7684\u968f\u673a\u6d6e\u70b9\u6570\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">random_float = random.random()<\/p>\n<p>print(random_float)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u751f\u6210\u7684\u6d6e\u70b9\u6570\u57280\u52301\u4e4b\u95f4\uff0c\u4e0d\u5305\u62ec1\u548c0\u3002<\/p>\n<\/p>\n<p><p>\u4e09\u3001\u4f7f\u7528random\u5e93\u751f\u6210\u968f\u673a\u6837\u672c<\/p>\n<\/p>\n<p><p>random\u5e93\u8fd8\u53ef\u4ee5\u4ece\u5e8f\u5217\u4e2d\u968f\u673a\u62bd\u6837\uff0c\u5982\u4ece\u5217\u8868\u4e2d\u968f\u673a\u9009\u62e9\u5143\u7d20\u3002\u5e38\u7528\u7684\u65b9\u6cd5\u6709random.choice()\u3001random.choices()\u548crandom.sample()\u3002<\/p>\n<\/p>\n<p><p>1\u3001random.choice()\u4ece\u5e8f\u5217\u4e2d\u968f\u673a\u9009\u62e9\u4e00\u4e2a\u5143\u7d20\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">my_list = [1, 2, 3, 4, 5]<\/p>\n<p>random_element = random.choice(my_list)<\/p>\n<p>print(random_element)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u4f1a\u4ece\u5217\u8868my_list\u4e2d\u968f\u673a\u9009\u62e9\u4e00\u4e2a\u5143\u7d20\u3002<\/p>\n<\/p>\n<p><p>2\u3001random.choices()\u4ece\u5e8f\u5217\u4e2d\u968f\u673a\u9009\u62e9\u591a\u4e2a\u5143\u7d20\uff0c\u53ef\u4ee5\u8bbe\u7f6e\u6743\u91cd\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">random_elements = random.choices(my_list, k=3)<\/p>\n<p>print(random_elements)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u4f1a\u4ece\u5217\u8868my_list\u4e2d\u968f\u673a\u9009\u62e93\u4e2a\u5143\u7d20\uff0c\u53ef\u4ee5\u8bbe\u7f6e\u6743\u91cd\u6765\u5f71\u54cd\u9009\u62e9\u7684\u6982\u7387\u3002<\/p>\n<\/p>\n<p><p>3\u3001random.sample()\u4ece\u5e8f\u5217\u4e2d\u968f\u673a\u9009\u62e9\u4e0d\u91cd\u590d\u7684\u591a\u4e2a\u5143\u7d20\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">random_sample = random.sample(my_list, 3)<\/p>\n<p>print(random_sample)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u4f1a\u4ece\u5217\u8868my_list\u4e2d\u968f\u673a\u9009\u62e93\u4e2a\u4e0d\u91cd\u590d\u7684\u5143\u7d20\u3002<\/p>\n<\/p>\n<p><p>\u56db\u3001\u4f7f\u7528numpy\u5e93\u751f\u6210\u968f\u673a\u53d8\u91cf<\/p>\n<\/p>\n<p><p>numpy\u5e93\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u79d1\u5b66\u8ba1\u7b97\u5e93\uff0c\u63d0\u4f9b\u4e86\u591a\u79cd\u751f\u6210\u968f\u673a\u53d8\u91cf\u7684\u65b9\u6cd5\u3002\u4f7f\u7528numpy.random\u5b50\u6a21\u5757\uff0c\u53ef\u4ee5\u751f\u6210\u968f\u673a\u6574\u6570\u3001\u6d6e\u70b9\u6570\u4ee5\u53ca\u4ece\u7279\u5b9a\u5206\u5e03\u4e2d\u62bd\u6837\u3002<\/p>\n<\/p>\n<p><p>1\u3001\u751f\u6210\u968f\u673a\u6574\u6570\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import numpy as np<\/p>\n<p>random_integer = np.random.randint(1, 10)<\/p>\n<p>print(random_integer)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u751f\u6210\u7684\u968f\u673a\u6574\u6570\u8303\u56f4\u4ece1\u523010\uff0c\u4e0d\u5305\u62ec10\u3002<\/p>\n<\/p>\n<p><p>2\u3001\u751f\u6210\u968f\u673a\u6d6e\u70b9\u6570\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">random_float = np.random.uniform(1.5, 10.5)<\/p>\n<p>print(random_float)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u751f\u6210\u7684\u6d6e\u70b9\u6570\u57281.5\u523010.5\u4e4b\u95f4\uff0c\u5305\u62ec1.5\uff0c\u4f46\u4e0d\u5305\u62ec10.5\u3002<\/p>\n<\/p>\n<p><p>3\u3001\u751f\u6210\u4ece\u6b63\u6001\u5206\u5e03\u4e2d\u62bd\u6837\u7684\u968f\u673a\u6570\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">random_normal = np.random.normal(loc=0, scale=1, size=10)<\/p>\n<p>print(random_normal)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u751f\u621010\u4e2a\u4ece\u5747\u503c\u4e3a0\u3001\u6807\u51c6\u5dee\u4e3a1\u7684\u6b63\u6001\u5206\u5e03\u4e2d\u62bd\u6837\u7684\u968f\u673a\u6570\u3002<\/p>\n<\/p>\n<p><p>\u4e94\u3001\u4f7f\u7528secrets\u5e93\u751f\u6210\u52a0\u5bc6\u5b89\u5168\u7684\u968f\u673a\u6570<\/p>\n<\/p>\n<p><p>secrets\u5e93\u7528\u4e8e\u751f\u6210\u52a0\u5bc6\u5b89\u5168\u7684\u968f\u673a\u6570\uff0c\u9002\u7528\u4e8e\u9700\u8981\u5b89\u5168\u6027\u8f83\u9ad8\u7684\u573a\u666f\uff0c\u5982\u751f\u6210\u5bc6\u7801\u3001\u5bc6\u94a5\u7b49\u3002<\/p>\n<\/p>\n<p><p>1\u3001\u751f\u6210\u52a0\u5bc6\u5b89\u5168\u7684\u968f\u673a\u6574\u6570\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import secrets<\/p>\n<p>random_integer = secrets.randbelow(10)<\/p>\n<p>print(random_integer)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u751f\u6210\u7684\u968f\u673a\u6574\u6570\u8303\u56f4\u4ece0\u523010\uff0c\u4e0d\u5305\u62ec10\u3002<\/p>\n<\/p>\n<p><p>2\u3001\u751f\u6210\u52a0\u5bc6\u5b89\u5168\u7684\u968f\u673a\u5b57\u8282\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">random_bytes = secrets.token_bytes(16)<\/p>\n<p>print(random_bytes)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u751f\u621016\u4e2a\u5b57\u8282\u7684\u968f\u673a\u5b57\u8282\u5e8f\u5217\u3002<\/p>\n<\/p>\n<p><p>3\u3001\u751f\u6210\u52a0\u5bc6\u5b89\u5168\u7684\u968f\u673a\u5b57\u7b26\u4e32\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">random_string = secrets.token_hex(16)<\/p>\n<p>print(random_string)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u751f\u621016\u4e2a\u5b57\u8282\u7684\u968f\u673a\u5b57\u7b26\u4e32\uff0c\u5e76\u4ee5\u5341\u516d\u8fdb\u5236\u8868\u793a\u3002<\/p>\n<\/p>\n<p><p>\u516d\u3001\u751f\u6210\u968f\u673a\u5e03\u5c14\u503c\u548c\u968f\u673a\u6392\u5217<\/p>\n<\/p>\n<p><p>1\u3001\u751f\u6210\u968f\u673a\u5e03\u5c14\u503c\uff0c\u53ef\u4ee5\u4f7f\u7528random.choice()\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">random_boolean = random.choice([True, False])<\/p>\n<p>print(random_boolean)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u4f1a\u968f\u673a\u9009\u62e9True\u6216False\u3002<\/p>\n<\/p>\n<p><p>2\u3001\u751f\u6210\u968f\u673a\u6392\u5217\uff0c\u53ef\u4ee5\u4f7f\u7528random.shuffle()\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">my_list = [1, 2, 3, 4, 5]<\/p>\n<p>random.shuffle(my_list)<\/p>\n<p>print(my_list)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u4f1a\u968f\u673a\u6253\u4e71\u5217\u8868my_list\u4e2d\u7684\u5143\u7d20\u987a\u5e8f\u3002<\/p>\n<\/p>\n<p><p>\u4e03\u3001\u5176\u4ed6\u968f\u673a\u53d8\u91cf\u751f\u6210\u65b9\u6cd5<\/p>\n<\/p>\n<p><p>1\u3001\u751f\u6210\u4ece\u79bb\u6563\u5206\u5e03\u4e2d\u62bd\u6837\u7684\u968f\u673a\u6570\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">values = [0, 1, 2]<\/p>\n<p>probabilities = [0.1, 0.3, 0.6]<\/p>\n<p>random_value = np.random.choice(values, p=probabilities)<\/p>\n<p>print(random_value)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u4f1a\u6839\u636e\u7ed9\u5b9a\u7684\u6982\u7387\u4ecevalues\u4e2d\u9009\u62e9\u4e00\u4e2a\u503c\u3002<\/p>\n<\/p>\n<p><p>2\u3001\u751f\u6210\u4ece\u6cca\u677e\u5206\u5e03\u4e2d\u62bd\u6837\u7684\u968f\u673a\u6570\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">random_poisson = np.random.poisson(lam=3, size=10)<\/p>\n<p>print(random_poisson)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u751f\u621010\u4e2a\u4ece\u5747\u503c\u4e3a3\u7684\u6cca\u677e\u5206\u5e03\u4e2d\u62bd\u6837\u7684\u968f\u673a\u6570\u3002<\/p>\n<\/p>\n<p><p>3\u3001\u751f\u6210\u4ece\u6307\u6570\u5206\u5e03\u4e2d\u62bd\u6837\u7684\u968f\u673a\u6570\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">random_exponential = np.random.exponential(scale=2, size=10)<\/p>\n<p>print(random_exponential)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u751f\u621010\u4e2a\u4ece\u5747\u503c\u4e3a2\u7684\u6307\u6570\u5206\u5e03\u4e2d\u62bd\u6837\u7684\u968f\u673a\u6570\u3002<\/p>\n<\/p>\n<p><p>\u516b\u3001\u8bbe\u7f6e\u968f\u673a\u6570\u79cd\u5b50<\/p>\n<\/p>\n<p><p>\u4e3a\u4e86\u4fdd\u8bc1\u968f\u673a\u6570\u751f\u6210\u7684\u53ef\u91cd\u590d\u6027\uff0c\u53ef\u4ee5\u8bbe\u7f6e\u968f\u673a\u6570\u79cd\u5b50\u3002random\u5e93\u548cnumpy\u5e93\u90fd\u63d0\u4f9b\u4e86\u8bbe\u7f6e\u968f\u673a\u6570\u79cd\u5b50\u7684\u65b9\u6cd5\u3002<\/p>\n<\/p>\n<p><p>1\u3001\u4f7f\u7528random\u5e93\u8bbe\u7f6e\u968f\u673a\u6570\u79cd\u5b50\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">random.seed(42)<\/p>\n<p>random_integer = random.randint(1, 10)<\/p>\n<p>print(random_integer)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u4f1a\u4f7f\u5f97\u6bcf\u6b21\u8fd0\u884c\u4ee3\u7801\u65f6\u751f\u6210\u7684\u968f\u673a\u6570\u76f8\u540c\u3002<\/p>\n<\/p>\n<p><p>2\u3001\u4f7f\u7528numpy\u5e93\u8bbe\u7f6e\u968f\u673a\u6570\u79cd\u5b50\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">np.random.seed(42)<\/p>\n<p>random_integer = np.random.randint(1, 10)<\/p>\n<p>print(random_integer)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u8be5\u65b9\u6cd5\u4e5f\u4f1a\u4f7f\u5f97\u6bcf\u6b21\u8fd0\u884c\u4ee3\u7801\u65f6\u751f\u6210\u7684\u968f\u673a\u6570\u76f8\u540c\u3002<\/p>\n<\/p>\n<p><p>\u901a\u8fc7\u4ee5\u4e0a\u65b9\u6cd5\uff0c\u53ef\u4ee5\u6839\u636e\u9700\u6c42\u751f\u6210\u5404\u79cd\u7c7b\u578b\u7684\u968f\u673a\u53d8\u91cf\u3002\u7406\u89e3\u8fd9\u4e9b\u65b9\u6cd5\u7684\u4f7f\u7528\u548c\u539f\u7406\uff0c\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u5728\u7f16\u7a0b\u5b9e\u8df5\u4e2d\u66f4\u7075\u6d3b\u5730\u5e94\u7528\u968f\u673a\u6570\u751f\u6210\u6280\u672f\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u4f7f\u7528Python\u751f\u6210\u968f\u673a\u6570\uff1f<\/strong><br \/>Python\u63d0\u4f9b\u4e86\u591a\u4e2a\u6a21\u5757\u6765\u751f\u6210\u968f\u673a\u6570\uff0c\u5176\u4e2d\u6700\u5e38\u7528\u7684\u662f<code>random<\/code>\u6a21\u5757\u3002\u901a\u8fc7\u8c03\u7528<code>random.random()<\/code>\uff0c\u53ef\u4ee5\u751f\u6210\u4e00\u4e2a[0.0, 1.0)\u4e4b\u95f4\u7684\u968f\u673a\u6d6e\u70b9\u6570\u3002\u8981\u751f\u6210\u6307\u5b9a\u8303\u56f4\u5185\u7684\u6574\u6570\uff0c\u53ef\u4ee5\u4f7f\u7528<code>random.randint(a, b)<\/code>\uff0c\u8fd9\u5c06\u8fd4\u56de\u4e00\u4e2a\u5728a\u4e0eb\u4e4b\u95f4\uff08\u5305\u542ba\u548cb\uff09\u7684\u968f\u673a\u6574\u6570\u3002<\/p>\n<p><strong>Python\u4e2d\u7684\u968f\u673a\u6570\u751f\u6210\u662f\u5426\u5177\u6709\u53ef\u91cd\u590d\u6027\uff1f<\/strong><br \/>\u662f\u7684\uff0cPython\u4e2d\u7684\u968f\u673a\u6570\u751f\u6210\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e\u968f\u673a\u79cd\u5b50\u6765\u5b9e\u73b0\u53ef\u91cd\u590d\u6027\u3002\u4f7f\u7528<code>random.seed(a)<\/code>\u53ef\u4ee5\u4e3a\u968f\u673a\u6570\u751f\u6210\u5668\u8bbe\u7f6e\u4e00\u4e2a\u79cd\u5b50\u503c\u3002\u8fd9\u6837\uff0c\u6bcf\u6b21\u4f7f\u7528\u76f8\u540c\u7684\u79cd\u5b50\u503c\u65f6\uff0c\u751f\u6210\u7684\u968f\u673a\u6570\u5e8f\u5217\u90fd\u662f\u76f8\u540c\u7684\uff0c\u8fd9\u5728\u8c03\u8bd5\u548c\u6d4b\u8bd5\u65f6\u975e\u5e38\u6709\u7528\u3002<\/p>\n<p><strong>\u600e\u6837\u751f\u6210\u591a\u4e2a\u968f\u673a\u53d8\u91cf\uff1f<\/strong><br \/>\u53ef\u4ee5\u4f7f\u7528\u5faa\u73af\u6216\u5217\u8868\u63a8\u5bfc\u5f0f\u751f\u6210\u591a\u4e2a\u968f\u673a\u53d8\u91cf\u3002\u4f8b\u5982\uff0c\u82e5\u60f3\u751f\u621010\u4e2a[1, 100]\u8303\u56f4\u5185\u7684\u968f\u673a\u6574\u6570\uff0c\u53ef\u4ee5\u4f7f\u7528\u4ee5\u4e0b\u4ee3\u7801\uff1a<code>[random.randint(1, 100) for _ in range(10)]<\/code>\u3002\u8fd9\u79cd\u65b9\u6cd5\u7b80\u6d01\u660e\u4e86\uff0c\u9002\u5408\u5728\u9700\u8981\u751f\u6210\u591a\u4e2a\u968f\u673a\u6570\u7684\u573a\u666f\u4e2d\u4f7f\u7528\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u4e00\u3001Python\u751f\u6210\u968f\u673a\u53d8\u91cf\u7684\u65b9\u6cd5\u4e3b\u8981\u5305\u62ec\uff1a\u4f7f\u7528random\u5e93\u3001\u4f7f\u7528numpy\u5e93\u3001\u4f7f\u7528secrets\u5e93\u3002\u5176\u4e2d\uff0c [&hellip;]","protected":false},"author":3,"featured_media":1065408,"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\/1065395"}],"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=1065395"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1065395\/revisions"}],"predecessor-version":[{"id":1065411,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1065395\/revisions\/1065411"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1065408"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1065395"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1065395"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1065395"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}