{"id":1061299,"date":"2024-12-31T15:41:33","date_gmt":"2024-12-31T07:41:33","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1061299.html"},"modified":"2024-12-31T15:41:35","modified_gmt":"2024-12-31T07:41:35","slug":"python%e5%a6%82%e4%bd%95%e8%af%bb%e5%8f%96crt%e4%b8%8a%e7%9a%84%e6%89%93%e5%8d%b0%e5%86%85%e5%ae%b9","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1061299.html","title":{"rendered":"python\u5982\u4f55\u8bfb\u53d6crt\u4e0a\u7684\u6253\u5370\u5185\u5bb9"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/12\/50a224df-0fa3-4a46-b38a-a5c379d2a2ad.webp?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"python\u5982\u4f55\u8bfb\u53d6crt\u4e0a\u7684\u6253\u5370\u5185\u5bb9\" \/><\/p>\n<p><p> <strong>\u8981\u8bfb\u53d6CRT\uff08C\u8fd0\u884c\u65f6\u5e93\uff09\u4e0a\u7684\u6253\u5370\u5185\u5bb9\uff0c\u53ef\u4ee5\u4f7f\u7528\u91cd\u5b9a\u5411stdout\u3001\u6355\u83b7\u8f93\u51fa\u3001\u4f7f\u7528\u65e5\u5fd7\u7b49\u65b9\u6cd5\u3002<\/strong> \u5176\u4e2d\uff0c\u91cd\u5b9a\u5411stdout\u662f\u6bd4\u8f83\u5e38\u89c1\u4e14\u7b80\u5355\u7684\u65b9\u6cd5\uff0c\u5b83\u53ef\u4ee5\u5c06\u7a0b\u5e8f\u7684\u8f93\u51fa\u91cd\u5b9a\u5411\u5230\u5185\u5b58\u6587\u4ef6\u6216\u5b9e\u9645\u6587\u4ef6\u4e2d\uff0c\u65b9\u4fbf\u540e\u7eed\u64cd\u4f5c\u548c\u5206\u6790\u3002<\/p>\n<\/p>\n<p><h3>\u4e00\u3001\u91cd\u5b9a\u5411stdout<\/h3>\n<\/p>\n<p><p>Python\u4e2d\u53ef\u4ee5\u4f7f\u7528<code>sys<\/code>\u6a21\u5757\u7684<code>stdout<\/code>\u5c5e\u6027\u6765\u91cd\u5b9a\u5411\u6253\u5370\u8f93\u51fa\u3002\u4ee5\u4e0b\u662f\u5982\u4f55\u5b9e\u73b0\u7684\u8be6\u7ec6\u6b65\u9aa4\uff1a<\/p>\n<\/p>\n<p><h4>1.1 \u4f7f\u7528StringIO\u6355\u83b7\u8f93\u51fa<\/h4>\n<\/p>\n<p><pre><code class=\"language-python\">import sys<\/p>\n<p>from io import StringIO<\/p>\n<h2><strong>\u521b\u5efa\u4e00\u4e2aStringIO\u5bf9\u8c61\uff0c\u7528\u6765\u6355\u83b7\u8f93\u51fa<\/strong><\/h2>\n<p>output = StringIO()<\/p>\n<h2><strong>\u5c06sys.stdout\u91cd\u5b9a\u5411\u5230StringIO\u5bf9\u8c61<\/strong><\/h2>\n<p>sys.stdout = output<\/p>\n<h2><strong>\u6253\u5370\u5185\u5bb9<\/strong><\/h2>\n<p>print(&quot;Hello, CRT!&quot;)<\/p>\n<h2><strong>\u6062\u590dsys.stdout<\/strong><\/h2>\n<p>sys.stdout = sys.__stdout__<\/p>\n<h2><strong>\u83b7\u53d6\u6355\u83b7\u7684\u8f93\u51fa\u5185\u5bb9<\/strong><\/h2>\n<p>captured_output = output.getvalue()<\/p>\n<p>print(&quot;Captured output:&quot;, captured_output)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>1.2 \u4f7f\u7528\u65e5\u5fd7\u6a21\u5757\u6355\u83b7\u8f93\u51fa<\/h4>\n<\/p>\n<p><p>Python\u7684<code>logging<\/code>\u6a21\u5757\u540c\u6837\u53ef\u4ee5\u7528\u6765\u8bb0\u5f55\u548c\u6355\u83b7\u7a0b\u5e8f\u8f93\u51fa\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import logging<\/p>\n<p>from io import StringIO<\/p>\n<h2><strong>\u521b\u5efa\u4e00\u4e2aStringIO\u5bf9\u8c61\uff0c\u7528\u6765\u6355\u83b7\u65e5\u5fd7\u8f93\u51fa<\/strong><\/h2>\n<p>log_output = StringIO()<\/p>\n<h2><strong>\u914d\u7f6e\u65e5\u5fd7<\/strong><\/h2>\n<p>logging.basicConfig(level=logging.INFO, stream=log_output, format=&#39;%(message)s&#39;)<\/p>\n<h2><strong>\u6253\u5370\u65e5\u5fd7<\/strong><\/h2>\n<p>logging.info(&quot;Hello, CRT!&quot;)<\/p>\n<h2><strong>\u83b7\u53d6\u6355\u83b7\u7684\u65e5\u5fd7\u5185\u5bb9<\/strong><\/h2>\n<p>captured_log = log_output.getvalue()<\/p>\n<p>print(&quot;Captured log:&quot;, captured_log)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e8c\u3001\u4f7f\u7528\u6587\u4ef6\u91cd\u5b9a\u5411<\/h3>\n<\/p>\n<p><p>\u6709\u65f6\u5019\uff0c\u4f60\u53ef\u80fd\u60f3\u5c06\u8f93\u51fa\u91cd\u5b9a\u5411\u5230\u6587\u4ef6\u4e2d\uff0c\u4ee5\u4fbf\u540e\u7eed\u8bfb\u53d6\u548c\u5206\u6790\u3002\u8fd9\u79cd\u65b9\u6cd5\u540c\u6837\u9002\u7528\u4e8ePython\u3002<\/p>\n<\/p>\n<p><h4>2.1 \u91cd\u5b9a\u5411\u8f93\u51fa\u5230\u6587\u4ef6<\/h4>\n<\/p>\n<p><pre><code class=\"language-python\">import sys<\/p>\n<h2><strong>\u6253\u5f00\u6587\u4ef6<\/strong><\/h2>\n<p>with open(&#39;output.txt&#39;, &#39;w&#39;) as f:<\/p>\n<p>    # \u91cd\u5b9a\u5411sys.stdout\u5230\u6587\u4ef6<\/p>\n<p>    sys.stdout = f<\/p>\n<p>    # \u6253\u5370\u5185\u5bb9<\/p>\n<p>    print(&quot;Hello, CRT!&quot;)<\/p>\n<h2><strong>\u6062\u590dsys.stdout<\/strong><\/h2>\n<p>sys.stdout = sys.__stdout__<\/p>\n<h2><strong>\u8bfb\u53d6\u6587\u4ef6\u5185\u5bb9<\/strong><\/h2>\n<p>with open(&#39;output.txt&#39;, &#39;r&#39;) as f:<\/p>\n<p>    file_content = f.read()<\/p>\n<p>    print(&quot;File content:&quot;, file_content)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e09\u3001\u4f7f\u7528\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668<\/h3>\n<\/p>\n<p><p>\u4e3a\u4e86\u786e\u4fdd\u5728\u7a0b\u5e8f\u6267\u884c\u5b8c\u6bd5\u540e\u80fd\u591f\u6062\u590dsys.stdout\u7684\u539f\u59cb\u72b6\u6001\uff0c\u53ef\u4ee5\u4f7f\u7528\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u6765\u7ba1\u7406\u8f93\u51fa\u91cd\u5b9a\u5411\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import sys<\/p>\n<p>from contextlib import contextmanager<\/p>\n<p>from io import StringIO<\/p>\n<p>@contextmanager<\/p>\n<p>def capture_stdout():<\/p>\n<p>    # \u4fdd\u5b58\u539f\u59cb\u7684sys.stdout<\/p>\n<p>    original_stdout = sys.stdout<\/p>\n<p>    # \u521b\u5efa\u4e00\u4e2aStringIO\u5bf9\u8c61\uff0c\u7528\u6765\u6355\u83b7\u8f93\u51fa<\/p>\n<p>    captured_output = StringIO()<\/p>\n<p>    try:<\/p>\n<p>        # \u5c06sys.stdout\u91cd\u5b9a\u5411\u5230StringIO\u5bf9\u8c61<\/p>\n<p>        sys.stdout = captured_output<\/p>\n<p>        yield sys.stdout<\/p>\n<p>    finally:<\/p>\n<p>        # \u6062\u590d\u539f\u59cbsys.stdout<\/p>\n<p>        sys.stdout = original_stdout<\/p>\n<h2><strong>\u4f7f\u7528\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u6355\u83b7\u8f93\u51fa<\/strong><\/h2>\n<p>with capture_stdout() as output:<\/p>\n<p>    print(&quot;Hello, CRT!&quot;)<\/p>\n<h2><strong>\u83b7\u53d6\u6355\u83b7\u7684\u8f93\u51fa\u5185\u5bb9<\/strong><\/h2>\n<p>captured_output = output.getvalue()<\/p>\n<p>print(&quot;Captured output:&quot;, captured_output)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u56db\u3001\u4f7f\u7528\u5b50\u8fdb\u7a0b\u6355\u83b7\u8f93\u51fa<\/h3>\n<\/p>\n<p><p>\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u4f60\u53ef\u80fd\u9700\u8981\u6355\u83b7\u53e6\u4e00\u4e2a\u8fdb\u7a0b\u7684\u8f93\u51fa\uff0c\u8fd9\u65f6\u5019\u53ef\u4ee5\u4f7f\u7528<code>subprocess<\/code>\u6a21\u5757\u6765\u5b9e\u73b0\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import subprocess<\/p>\n<h2><strong>\u5b9a\u4e49\u8981\u6267\u884c\u7684\u547d\u4ee4<\/strong><\/h2>\n<p>command = [&quot;python&quot;, &quot;-c&quot;, &quot;print(&#39;Hello, CRT!&#39;)&quot;]<\/p>\n<h2><strong>\u6267\u884c\u547d\u4ee4\u5e76\u6355\u83b7\u8f93\u51fa<\/strong><\/h2>\n<p>result = subprocess.run(command, capture_output=True, text=True)<\/p>\n<h2><strong>\u83b7\u53d6\u6807\u51c6\u8f93\u51fa<\/strong><\/h2>\n<p>stdout_output = result.stdout.strip()<\/p>\n<p>print(&quot;Captured output:&quot;, stdout_output)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e94\u3001\u4f7f\u7528\u6d4b\u8bd5\u6846\u67b6\u6355\u83b7\u8f93\u51fa<\/h3>\n<\/p>\n<p><p>Python\u7684\u6d4b\u8bd5\u6846\u67b6\u5982<code>unittest<\/code>\u63d0\u4f9b\u4e86\u6355\u83b7\u8f93\u51fa\u7684\u529f\u80fd\uff0c\u9002\u5408\u5728\u6d4b\u8bd5\u73af\u5883\u4e2d\u4f7f\u7528\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import unittest<\/p>\n<p>from io import StringIO<\/p>\n<p>import sys<\/p>\n<p>class TestOutputCapture(unittest.TestCase):<\/p>\n<p>    def test_capture_output(self):<\/p>\n<p>        output = StringIO()<\/p>\n<p>        sys.stdout = output<\/p>\n<p>        print(&quot;Hello, CRT!&quot;)<\/p>\n<p>        sys.stdout = sys.__stdout__<\/p>\n<p>        self.assertEqual(output.getvalue().strip(), &quot;Hello, CRT!&quot;)<\/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><h3>\u516d\u3001\u4f7f\u7528\u7ebf\u7a0b\u6216\u5f02\u6b65\u6355\u83b7\u8f93\u51fa<\/h3>\n<\/p>\n<p><p>\u5728\u591a\u7ebf\u7a0b\u6216\u5f02\u6b65\u73af\u5883\u4e2d\uff0c\u6355\u83b7\u8f93\u51fa\u53ef\u80fd\u9700\u8981\u989d\u5916\u7684\u5904\u7406\u3002<\/p>\n<\/p>\n<p><h4>6.1 \u591a\u7ebf\u7a0b\u73af\u5883<\/h4>\n<\/p>\n<p><pre><code class=\"language-python\">import threading<\/p>\n<p>import sys<\/p>\n<p>from io import StringIO<\/p>\n<p>def thread_function(output):<\/p>\n<p>    sys.stdout = output<\/p>\n<p>    print(&quot;Hello, CRT from thread!&quot;)<\/p>\n<p>    sys.stdout = sys.__stdout__<\/p>\n<p>output = StringIO()<\/p>\n<p>thread = threading.Thread(target=thread_function, args=(output,))<\/p>\n<p>thread.start()<\/p>\n<p>thread.join()<\/p>\n<p>captured_output = output.getvalue()<\/p>\n<p>print(&quot;Captured output from thread:&quot;, captured_output)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>6.2 \u5f02\u6b65\u73af\u5883<\/h4>\n<\/p>\n<p><pre><code class=\"language-python\">import asyncio<\/p>\n<p>import sys<\/p>\n<p>from io import StringIO<\/p>\n<p>async def async_function(output):<\/p>\n<p>    sys.stdout = output<\/p>\n<p>    print(&quot;Hello, CRT from async!&quot;)<\/p>\n<p>    sys.stdout = sys.__stdout__<\/p>\n<p>output = StringIO()<\/p>\n<p>loop = asyncio.get_event_loop()<\/p>\n<p>loop.run_until_complete(async_function(output))<\/p>\n<p>captured_output = output.getvalue()<\/p>\n<p>print(&quot;Captured output from async:&quot;, captured_output)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u603b\u7ed3<\/h3>\n<\/p>\n<p><p>\u8bfb\u53d6CRT\u4e0a\u7684\u6253\u5370\u5185\u5bb9\u5728Python\u4e2d\u6709\u591a\u79cd\u65b9\u5f0f\u53ef\u4f9b\u9009\u62e9\u3002\u53ef\u4ee5\u6839\u636e\u5b9e\u9645\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\uff0c\u5982\u91cd\u5b9a\u5411stdout\u3001\u4f7f\u7528\u65e5\u5fd7\u3001\u6587\u4ef6\u91cd\u5b9a\u5411\u3001\u4e0a\u4e0b\u6587\u7ba1\u7406\u5668\u3001\u5b50\u8fdb\u7a0b\u3001\u6d4b\u8bd5\u6846\u67b6\u3001\u7ebf\u7a0b\u548c\u5f02\u6b65\u7b49\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u901a\u5e38\u9700\u8981\u7ed3\u5408\u5177\u4f53\u573a\u666f\u548c\u9700\u6c42\u6765\u9009\u62e9\u6700\u5408\u9002\u7684\u89e3\u51b3\u65b9\u6848\u3002\u65e0\u8bba\u91c7\u7528\u54ea\u79cd\u65b9\u6cd5\uff0c\u90fd\u9700\u8981\u6ce8\u610f\u5728\u7a0b\u5e8f\u6267\u884c\u5b8c\u6bd5\u540e\u6062\u590dsys.stdout\u7684\u539f\u59cb\u72b6\u6001\uff0c\u4ee5\u786e\u4fdd\u540e\u7eed\u64cd\u4f5c\u4e0d\u4f1a\u53d7\u5230\u5f71\u54cd\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u4f7f\u7528Python\u8bfb\u53d6CRT\u7ec8\u7aef\u4e0a\u7684\u6253\u5370\u8f93\u51fa\uff1f<\/strong><br \/>\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6eCRT\u7684\u65e5\u5fd7\u8bb0\u5f55\u529f\u80fd\uff0c\u5c06\u6253\u5370\u5185\u5bb9\u4fdd\u5b58\u5230\u6587\u4ef6\u4e2d\uff0c\u7136\u540e\u4f7f\u7528Python\u8bfb\u53d6\u8be5\u6587\u4ef6\u3002\u5177\u4f53\u6b65\u9aa4\u5305\u62ec\u5728CRT\u4e2d\u542f\u7528\u65e5\u5fd7\u8bb0\u5f55\uff0c\u9009\u62e9\u5408\u9002\u7684\u6587\u4ef6\u683c\u5f0f\uff0c\u7136\u540e\u4f7f\u7528Python\u7684\u5185\u7f6e\u6587\u4ef6\u8bfb\u53d6\u529f\u80fd\uff0c\u6253\u5f00\u5e76\u89e3\u6790\u8be5\u6587\u4ef6\u3002<\/p>\n<p><strong>\u4f7f\u7528Python\u8bfb\u53d6CRT\u7684\u6253\u5370\u5185\u5bb9\u9700\u8981\u54ea\u4e9b\u5e93\uff1f<\/strong><br \/>\u8bfb\u53d6CRT\u6253\u5370\u5185\u5bb9\u7684\u57fa\u672c\u9700\u6c42\u5305\u62ec\u6807\u51c6\u5e93\u7684<code>open()<\/code>\u51fd\u6570\u3002\u5982\u679c\u9700\u8981\u66f4\u590d\u6742\u7684\u6587\u4ef6\u5904\u7406\uff0c\u53ef\u80fd\u4f1a\u7528\u5230<code>pandas<\/code>\u5e93\u6765\u5904\u7406\u6570\u636e\uff0c\u6216\u4f7f\u7528<code>re<\/code>\u5e93\u8fdb\u884c\u6b63\u5219\u8868\u8fbe\u5f0f\u5339\u914d\uff0c\u63d0\u53d6\u7279\u5b9a\u4fe1\u606f\u3002\u6839\u636e\u9700\u8981\u9009\u62e9\u5408\u9002\u7684\u5e93\uff0c\u53ef\u4ee5\u63d0\u5347\u6548\u7387\u548c\u7075\u6d3b\u6027\u3002<\/p>\n<p><strong>\u5982\u4f55\u5904\u7406\u4eceCRT\u8bfb\u53d6\u7684\u6253\u5370\u6570\u636e\uff1f<\/strong><br \/>\u5904\u7406\u4eceCRT\u8bfb\u53d6\u7684\u6253\u5370\u6570\u636e\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528\u6587\u672c\u89e3\u6790\u6280\u672f\uff0c\u5982\u5b57\u7b26\u4e32\u5206\u5272\u3001\u6b63\u5219\u8868\u8fbe\u5f0f\u5339\u914d\u3001\u6570\u636e\u6e05\u6d17\u7b49\u3002\u5bf9\u4e8e\u7ed3\u6784\u5316\u6570\u636e\uff0c\u4f7f\u7528<code>pandas<\/code>\u5c06\u6570\u636e\u52a0\u8f7d\u4e3aDataFrame\u4f1a\u66f4\u65b9\u4fbf\u8fdb\u884c\u5206\u6790\u548c\u53ef\u89c6\u5316\u3002\u6b64\u5916\uff0c\u9488\u5bf9\u4e0d\u540c\u7c7b\u578b\u7684\u6570\u636e\uff0c\u9009\u62e9\u5408\u9002\u7684\u5b58\u50a8\u683c\u5f0f\uff08\u5982CSV\u3001JSON\u7b49\uff09\u4e5f\u975e\u5e38\u91cd\u8981\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u8981\u8bfb\u53d6CRT\uff08C\u8fd0\u884c\u65f6\u5e93\uff09\u4e0a\u7684\u6253\u5370\u5185\u5bb9\uff0c\u53ef\u4ee5\u4f7f\u7528\u91cd\u5b9a\u5411stdout\u3001\u6355\u83b7\u8f93\u51fa\u3001\u4f7f\u7528\u65e5\u5fd7\u7b49\u65b9\u6cd5\u3002 \u5176\u4e2d\uff0c\u91cd\u5b9a\u5411s 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