{"id":923001,"date":"2024-12-26T14:42:01","date_gmt":"2024-12-26T06:42:01","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/923001.html"},"modified":"2024-12-26T14:42:03","modified_gmt":"2024-12-26T06:42:03","slug":"python-%e5%a6%82%e4%bd%95%e5%ae%9e%e7%8e%b0%e8%87%aa%e5%8a%a8%e5%8c%96%e6%b5%8b%e8%af%95","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/923001.html","title":{"rendered":"python \u5982\u4f55\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/24211246\/8b62f0b3-fc0c-4ba4-aaae-324b4cb39833.webp\" alt=\"python \u5982\u4f55\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\" \/><\/p>\n<p><p> \u5728Python\u4e2d\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u6838\u5fc3\u5728\u4e8e\u4f7f\u7528<strong>\u4e13\u7528\u6d4b\u8bd5\u6846\u67b6\u3001\u7f16\u5199\u6d4b\u8bd5\u7528\u4f8b\u3001\u96c6\u6210\u6d4b\u8bd5\u5de5\u5177<\/strong>\u3002\u5176\u4e2d\uff0c\u4f7f\u7528\u5408\u9002\u7684\u6846\u67b6\u662f\u5b9e\u73b0\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u57fa\u7840\uff0c\u5e38\u7528\u7684\u6846\u67b6\u6709unittest\u3001pytest\u3001nose\u7b49\u3002\u9009\u62e9\u6846\u67b6\u540e\uff0c\u7f16\u5199\u6d4b\u8bd5\u7528\u4f8b\u662f\u5173\u952e\u7684\u4e00\u6b65\uff0c\u786e\u4fdd\u6bcf\u4e2a\u529f\u80fd\u70b9\u90fd\u88ab\u8986\u76d6\u3002\u6700\u540e\uff0c\u96c6\u6210<a href=\"https:\/\/docs.pingcode.com\/blog\/devops\/52691.html\" target=\"_blank\">CI\/CD<\/a>\u5de5\u5177\u53ef\u4ee5\u5b9e\u73b0\u81ea\u52a8\u5316\u8fd0\u884c\u6d4b\u8bd5\uff0c\u63d0\u9ad8\u6d4b\u8bd5\u6548\u7387\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u8fd9\u51e0\u70b9\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u4f7f\u7528\u4e13\u7528\u6d4b\u8bd5\u6846\u67b6<\/h3>\n<\/p>\n<p><p>Python\u4e2d\u6709\u591a\u79cd\u6d4b\u8bd5\u6846\u67b6\u53ef\u4f9b\u9009\u62e9\uff0c\u4e86\u89e3\u6bcf\u4e2a\u6846\u67b6\u7684\u4f18\u7f3a\u70b9\uff0c\u6709\u52a9\u4e8e\u9009\u62e9\u6700\u5408\u9002\u7684\u5de5\u5177\u3002<\/p>\n<\/p>\n<p><h4>1. Unittest<\/h4>\n<\/p>\n<p><p>Unittest\u662fPython\u5185\u7f6e\u7684\u6d4b\u8bd5\u6846\u67b6\uff0c\u63d0\u4f9b\u4e86\u4e30\u5bcc\u7684\u529f\u80fd\u6765\u7f16\u5199\u548c\u8fd0\u884c\u6d4b\u8bd5\u3002<\/p>\n<\/p>\n<ul>\n<li><strong>\u4f18\u70b9<\/strong>\uff1a\u6613\u4e8e\u4e0a\u624b\uff0c\u76f4\u63a5\u5728Python\u6807\u51c6\u5e93\u4e2d\u4f7f\u7528\uff0c\u65e0\u9700\u989d\u5916\u5b89\u88c5\u3002<\/li>\n<li><strong>\u7f3a\u70b9<\/strong>\uff1a\u76f8\u8f83\u4e8e\u5176\u4ed6\u6846\u67b6\uff0c\u8bed\u6cd5\u8f83\u4e3a\u7e41\u7410\uff0c\u7075\u6d3b\u6027\u7a0d\u5dee\u3002<\/li>\n<\/ul>\n<p><p>Unittest\u7684\u5178\u578b\u7528\u6cd5\u5305\u62ec\u521b\u5efa\u6d4b\u8bd5\u7c7b\uff0c\u7ee7\u627f\u81ea<code>unittest.TestCase<\/code>\uff0c\u5e76\u5728\u5176\u4e2d\u7f16\u5199\u6d4b\u8bd5\u65b9\u6cd5\u3002\u6bcf\u4e2a\u6d4b\u8bd5\u65b9\u6cd5\u540d\u901a\u5e38\u4ee5<code>test_<\/code>\u5f00\u5934\uff0c\u65b9\u4fbf\u81ea\u52a8\u8bc6\u522b\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import unittest<\/p>\n<p>class TestExample(unittest.TestCase):<\/p>\n<p>    def test_addition(self):<\/p>\n<p>        self.assertEqual(1 + 1, 2)<\/p>\n<p>if __name__ == &#39;__m<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>n__&#39;:<\/p>\n<p>    unittest.main()<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2. Pytest<\/h4>\n<\/p>\n<p><p>Pytest\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u4e14\u7075\u6d3b\u7684\u6d4b\u8bd5\u6846\u67b6\uff0c\u652f\u6301\u7b80\u5355\u7684\u6d4b\u8bd5\u7528\u4f8b\u7f16\u5199\u548c\u590d\u6742\u7684\u529f\u80fd\u6269\u5c55\u3002<\/p>\n<\/p>\n<ul>\n<li><strong>\u4f18\u70b9<\/strong>\uff1a\u8bed\u6cd5\u7b80\u6d01\uff0c\u652f\u6301\u63d2\u4ef6\u6269\u5c55\uff0c\u517c\u5bb9Unittest\u3002<\/li>\n<li><strong>\u7f3a\u70b9<\/strong>\uff1a\u5bf9\u4e8e\u521d\u5b66\u8005\uff0c\u4e30\u5bcc\u7684\u529f\u80fd\u53ef\u80fd\u5bfc\u81f4\u5b66\u4e60\u66f2\u7ebf\u8f83\u9661\u3002<\/li>\n<\/ul>\n<p><p>Pytest\u901a\u8fc7\u7b80\u5355\u7684\u51fd\u6570\u5b9a\u4e49\u6d4b\u8bd5\uff0c\u652f\u6301\u591a\u79cd\u65ad\u8a00\u65b9\u5f0f\u548c\u53c2\u6570\u5316\u6d4b\u8bd5\u3002\u5b83\u7684\u7075\u6d3b\u6027\u4f7f\u5176\u6210\u4e3a\u8bb8\u591a\u9879\u76ee\u7684\u9996\u9009\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">def test_addition():<\/p>\n<p>    assert 1 + 1 == 2<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3. Nose<\/h4>\n<\/p>\n<p><p>Nose\u7ee7\u627f\u4e86Unittest\u7684\u529f\u80fd\u5e76\u8fdb\u884c\u4e86\u6269\u5c55\uff0c\u63d0\u4f9b\u4e86\u66f4\u4e3a\u7b80\u6d01\u7684\u6d4b\u8bd5\u4e66\u5199\u65b9\u5f0f\u3002<\/p>\n<\/p>\n<ul>\n<li><strong>\u4f18\u70b9<\/strong>\uff1a\u652f\u6301\u53d1\u73b0\u548c\u8fd0\u884cUnittest\u6d4b\u8bd5\u7528\u4f8b\uff0c\u63d2\u4ef6\u673a\u5236\u5f3a\u5927\u3002<\/li>\n<li><strong>\u7f3a\u70b9<\/strong>\uff1a\u7ef4\u62a4\u4e0d\u5982pytest\u6d3b\u8dc3\uff0c\u53ef\u80fd\u5728\u65b0\u9879\u76ee\u4e2d\u4e0d\u518d\u63a8\u8350\u3002<\/li>\n<\/ul>\n<p><h3>\u4e8c\u3001\u7f16\u5199\u6d4b\u8bd5\u7528\u4f8b<\/h3>\n<\/p>\n<p><p>\u7f16\u5199\u6d4b\u8bd5\u7528\u4f8b\u662f\u81ea\u52a8\u5316\u6d4b\u8bd5\u4e2d\u7684\u91cd\u8981\u73af\u8282\uff0c\u786e\u4fdd\u6bcf\u4e2a\u529f\u80fd\u70b9\u90fd\u80fd\u5f97\u5230\u9a8c\u8bc1\u3002<\/p>\n<\/p>\n<p><h4>1. \u6d4b\u8bd5\u7528\u4f8b\u8bbe\u8ba1<\/h4>\n<\/p>\n<p><p>\u5728\u8bbe\u8ba1\u6d4b\u8bd5\u7528\u4f8b\u65f6\uff0c\u9700\u8981\u8003\u8651\uff1a<\/p>\n<\/p>\n<ul>\n<li><strong>\u529f\u80fd\u8986\u76d6<\/strong>\uff1a\u786e\u4fdd\u6bcf\u4e2a\u529f\u80fd\u90fd\u88ab\u6d4b\u8bd5\uff0c\u5305\u62ec\u6b63\u5e38\u548c\u5f02\u5e38\u60c5\u51b5\u3002<\/li>\n<li><strong>\u8fb9\u754c\u60c5\u51b5<\/strong>\uff1a\u6d4b\u8bd5\u8fb9\u754c\u503c\u4ee5\u786e\u4fdd\u7cfb\u7edf\u5728\u6781\u7aef\u60c5\u51b5\u4e0b\u7684\u7a33\u5b9a\u6027\u3002<\/li>\n<li><strong>\u6027\u80fd\u6d4b\u8bd5<\/strong>\uff1a\u5bf9\u4e8e\u5173\u952e\u8def\u5f84\u8fdb\u884c\u6027\u80fd\u6d4b\u8bd5\uff0c\u4fdd\u8bc1\u7cfb\u7edf\u80fd\u5728\u9ad8\u8d1f\u8f7d\u4e0b\u6b63\u5e38\u8fd0\u884c\u3002<\/li>\n<\/ul>\n<p><h4>2. \u6570\u636e\u9a71\u52a8\u6d4b\u8bd5<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528\u6570\u636e\u9a71\u52a8\u6d4b\u8bd5\u53ef\u4ee5\u63d0\u9ad8\u6d4b\u8bd5\u7528\u4f8b\u7684\u8986\u76d6\u7387\u548c\u7ef4\u62a4\u6027\u3002\u901a\u8fc7\u5916\u90e8\u6570\u636e\u6587\u4ef6\u9a71\u52a8\u6d4b\u8bd5\u7528\u4f8b\u7684\u6267\u884c\uff0c\u53ef\u4ee5\u66f4\u7075\u6d3b\u5730\u8c03\u6574\u6d4b\u8bd5\u6570\u636e\u3002<\/p>\n<\/p>\n<p><p>\u5728pytest\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528<code>@pytest.mark.parametrize<\/code>\u88c5\u9970\u5668\u5b9e\u73b0\u6570\u636e\u9a71\u52a8\u6d4b\u8bd5\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pytest<\/p>\n<p>@pytest.mark.parametrize(&quot;a, b, result&quot;, [(1, 1, 2), (2, 3, 5), (5, 5, 10)])<\/p>\n<p>def test_addition(a, b, result):<\/p>\n<p>    assert a + b == result<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e09\u3001\u96c6\u6210\u6d4b\u8bd5\u5de5\u5177<\/h3>\n<\/p>\n<p><p>\u4e3a\u4e86\u5b9e\u73b0\u66f4\u9ad8\u6548\u7684\u81ea\u52a8\u5316\u6d4b\u8bd5\uff0c\u96c6\u6210\u6d4b\u8bd5\u5de5\u5177\u80fd\u591f\u5e2e\u52a9\u6211\u4eec\u81ea\u52a8\u6267\u884c\u6d4b\u8bd5\u3001\u751f\u6210\u62a5\u544a\u5e76\u6301\u7eed\u76d1\u63a7\u4ee3\u7801\u8d28\u91cf\u3002<\/p>\n<\/p>\n<p><h4>1. CI\/CD\u5de5\u5177<\/h4>\n<\/p>\n<p><p>\u5e38\u7528\u7684CI\/CD\u5de5\u5177\u5982Jenkins\u3001GitHub Actions\u3001GitLab CI\u7b49\uff0c\u53ef\u4ee5\u5e2e\u52a9\u81ea\u52a8\u5316\u6784\u5efa\u3001\u6d4b\u8bd5\u548c\u90e8\u7f72\u6d41\u7a0b\u3002<\/p>\n<\/p>\n<ul>\n<li><strong>Jenkins<\/strong>\uff1a\u4e00\u4e2a\u5f00\u6e90\u7684\u81ea\u52a8\u5316\u670d\u52a1\u5668\uff0c\u652f\u6301\u4e30\u5bcc\u7684\u63d2\u4ef6\u6269\u5c55\u3002<\/li>\n<li><strong>GitHub Actions<\/strong>\uff1a\u96c6\u6210\u5728GitHub\u5e73\u53f0\u4e2d\uff0c\u914d\u7f6e\u7b80\u5355\uff0c\u4e0eGitHub\u4ed3\u5e93\u9ad8\u5ea6\u96c6\u6210\u3002<\/li>\n<li><strong>GitLab CI<\/strong>\uff1a\u4e0eGitLab\u5e73\u53f0\u7d27\u5bc6\u7ed3\u5408\uff0c\u652f\u6301YAML\u6587\u4ef6\u914d\u7f6e\u3002<\/li>\n<\/ul>\n<p><h4>2. \u6d4b\u8bd5\u62a5\u544a\u751f\u6210<\/h4>\n<\/p>\n<p><p>\u751f\u6210\u6d4b\u8bd5\u62a5\u544a\u6709\u52a9\u4e8e\u5206\u6790\u6d4b\u8bd5\u7ed3\u679c\u5e76\u8ffd\u8e2a\u95ee\u9898\u3002pytest\u53ef\u4ee5\u901a\u8fc7\u63d2\u4ef6<code>pytest-html<\/code>\u751f\u6210\u8be6\u7ec6\u7684HTML\u6d4b\u8bd5\u62a5\u544a\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">pytest --html=report.html<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3. \u8986\u76d6\u7387\u5206\u6790<\/h4>\n<\/p>\n<p><p>\u6d4b\u8bd5\u8986\u76d6\u7387\u5206\u6790\u80fd\u591f\u5e2e\u52a9\u8bc6\u522b\u672a\u88ab\u6d4b\u8bd5\u7684\u4ee3\u7801\u8def\u5f84\uff0c\u5de5\u5177\u5982coverage.py\u53ef\u4e0epytest\u96c6\u6210\u4f7f\u7528\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-bash\">coverage run -m pytest<\/p>\n<p>coverage report<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u56db\u3001\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u6700\u4f73\u5b9e\u8df5<\/h3>\n<\/p>\n<p><p>\u5728\u5b9e\u9645\u9879\u76ee\u4e2d\uff0c\u9075\u5faa\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u6700\u4f73\u5b9e\u8df5\u80fd\u591f\u63d0\u9ad8\u6d4b\u8bd5\u6548\u7387\u548c\u4ee3\u7801\u8d28\u91cf\u3002<\/p>\n<\/p>\n<p><h4>1. \u6301\u7eed\u96c6\u6210<\/h4>\n<\/p>\n<p><p>\u6301\u7eed\u96c6\u6210\u662f\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u91cd\u8981\u7ec4\u6210\u90e8\u5206\uff0c\u901a\u8fc7\u9891\u7e41\u5730\u96c6\u6210\u4ee3\u7801\uff0c\u5feb\u901f\u53d1\u73b0\u548c\u4fee\u590d\u95ee\u9898\u3002<\/p>\n<\/p>\n<ul>\n<li><strong>\u9891\u7e41\u63d0\u4ea4\u4ee3\u7801<\/strong>\uff1a\u4fdd\u6301\u4ee3\u7801\u4ed3\u5e93\u66f4\u65b0\uff0c\u907f\u514d\u957f\u65f6\u95f4\u672a\u5408\u5e76\u5bfc\u81f4\u7684\u51b2\u7a81\u3002<\/li>\n<li><strong>\u81ea\u52a8\u5316\u6784\u5efa\u548c\u6d4b\u8bd5<\/strong>\uff1a\u6bcf\u6b21\u63d0\u4ea4\u540e\u81ea\u52a8\u6267\u884c\u6784\u5efa\u548c\u6d4b\u8bd5\uff0c\u786e\u4fdd\u4ee3\u7801\u5065\u5eb7\u3002<\/li>\n<\/ul>\n<p><h4>2. \u6d4b\u8bd5\u7528\u4f8b\u7684\u7ef4\u62a4<\/h4>\n<\/p>\n<p><p>\u968f\u7740\u9879\u76ee\u7684\u53d1\u5c55\uff0c\u6d4b\u8bd5\u7528\u4f8b\u9700\u8981\u4e0d\u65ad\u66f4\u65b0\u4ee5\u9002\u5e94\u65b0\u529f\u80fd\u7684\u6dfb\u52a0\u548c\u65e7\u529f\u80fd\u7684\u4fee\u6539\u3002<\/p>\n<\/p>\n<ul>\n<li><strong>\u5b9a\u671f\u5ba1\u67e5\u6d4b\u8bd5\u7528\u4f8b<\/strong>\uff1a\u79fb\u9664\u4e0d\u518d\u9002\u7528\u7684\u7528\u4f8b\uff0c\u6dfb\u52a0\u65b0\u7684\u529f\u80fd\u6d4b\u8bd5\u3002<\/li>\n<li><strong>\u91cd\u6784\u6d4b\u8bd5\u4ee3\u7801<\/strong>\uff1a\u4fdd\u6301\u6d4b\u8bd5\u4ee3\u7801\u7684\u7b80\u6d01\u548c\u6e05\u6670\uff0c\u907f\u514d\u91cd\u590d\u4ee3\u7801\u3002<\/li>\n<\/ul>\n<p><h4>3. 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