{"id":1159495,"date":"2025-01-13T18:53:33","date_gmt":"2025-01-13T10:53:33","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1159495.html"},"modified":"2025-01-13T18:53:36","modified_gmt":"2025-01-13T10:53:36","slug":"python%e5%a6%82%e4%bd%95%e7%94%9f%e6%88%90%e4%b8%ad%e9%97%b4%e6%96%87%e4%bb%b6","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1159495.html","title":{"rendered":"python\u5982\u4f55\u751f\u6210\u4e2d\u95f4\u6587\u4ef6"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-kb.worktile.com\/kb\/wp-content\/uploads\/2024\/04\/25201206\/408d8c5e-3cb7-464d-af37-8a21c0c1eb1e.webp\" alt=\"python\u5982\u4f55\u751f\u6210\u4e2d\u95f4\u6587\u4ef6\" \/><\/p>\n<p><p> \u5728Python\u4e2d\u751f\u6210\u4e2d\u95f4\u6587\u4ef6\u7684\u65b9\u6cd5\u6709\u5f88\u591a\u79cd\uff0c<strong>\u5e38\u89c1\u7684\u65b9\u6cd5\u5305\u62ec\u4f7f\u7528\u4e34\u65f6\u6587\u4ef6\u3001\u624b\u52a8\u521b\u5efa\u6587\u4ef6\u3001\u4f7f\u7528\u7279\u5b9a\u5e93\u751f\u6210\u6587\u4ef6<\/strong>\u3002\u5176\u4e2d\uff0c\u4f7f\u7528\u4e34\u65f6\u6587\u4ef6\u662f\u4e00\u79cd\u975e\u5e38\u5e38\u89c1\u4e14\u5b89\u5168\u7684\u65b9\u6cd5\uff0c\u56e0\u4e3a\u5b83\u80fd\u786e\u4fdd\u6587\u4ef6\u5728\u4f7f\u7528\u5b8c\u6bd5\u540e\u88ab\u81ea\u52a8\u5220\u9664\uff0c\u4ece\u800c\u907f\u514d\u6587\u4ef6\u6c61\u67d3\u3002\u8be6\u7ec6\u63cf\u8ff0\u4e00\u4e0b\u4e34\u65f6\u6587\u4ef6\u7684\u4f7f\u7528\u65b9\u6cd5\uff1a<\/p>\n<\/p>\n<p><p>\u4f7f\u7528<code>tempfile<\/code>\u6a21\u5757\u521b\u5efa\u4e34\u65f6\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><p><code>tempfile<\/code>\u6a21\u5757\u662fPython\u6807\u51c6\u5e93\u7684\u4e00\u90e8\u5206\uff0c\u5b83\u63d0\u4f9b\u4e86\u751f\u6210\u4e34\u65f6\u6587\u4ef6\u548c\u76ee\u5f55\u7684\u529f\u80fd\u3002\u4f7f\u7528<code>tempfile<\/code>\u6a21\u5757\u53ef\u4ee5\u8f7b\u677e\u521b\u5efa\u4e00\u4e2a\u4e34\u65f6\u6587\u4ef6\uff0c\u4e14\u65e0\u9700\u62c5\u5fc3\u6587\u4ef6\u540d\u51b2\u7a81\u7b49\u95ee\u9898\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import tempfile<\/p>\n<h2><strong>\u521b\u5efa\u4e00\u4e2a\u4e34\u65f6\u6587\u4ef6<\/strong><\/h2>\n<p>with tempfile.NamedTemporaryFile(delete=False) as temp_file:<\/p>\n<p>    # \u5411\u4e34\u65f6\u6587\u4ef6\u4e2d\u5199\u5165\u5185\u5bb9<\/p>\n<p>    temp_file.write(b&#39;This is some temporary data.&#39;)<\/p>\n<p>    temp_file_path = temp_file.name<\/p>\n<p>print(f&#39;Temporary file created at: {temp_file_path}&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c<code>NamedTemporaryFile<\/code>\u51fd\u6570\u521b\u5efa\u4e86\u4e00\u4e2a\u4e34\u65f6\u6587\u4ef6\uff0c\u5e76\u4e14\u5728<code>with<\/code>\u5757\u5185\u90e8\u64cd\u4f5c\u8be5\u6587\u4ef6\u3002<code>delete=False<\/code>\u53c2\u6570\u786e\u4fdd\u6587\u4ef6\u5728\u5173\u95ed\u65f6\u4e0d\u4f1a\u88ab\u5220\u9664\u3002\u53ef\u4ee5\u4f7f\u7528<code>temp_file.name<\/code>\u83b7\u53d6\u4e34\u65f6\u6587\u4ef6\u7684\u8def\u5f84\uff0c\u4ee5\u4fbf\u5728\u540e\u7eed\u64cd\u4f5c\u4e2d\u4f7f\u7528\u8be5\u6587\u4ef6\u3002<\/p>\n<\/p>\n<hr>\n<p><h3>\u4e00\u3001\u4e34\u65f6\u6587\u4ef6\u7684\u4f7f\u7528<\/h3>\n<\/p>\n<p><p>\u4e34\u65f6\u6587\u4ef6\u5728\u8bb8\u591a\u60c5\u51b5\u4e0b\u975e\u5e38\u6709\u7528\uff0c\u5c24\u5176\u662f\u5728\u9700\u8981\u786e\u4fdd\u6587\u4ef6\u4e0d\u4f1a\u6c38\u4e45\u7559\u5b58\u7684\u60c5\u5883\u4e0b\u3002\u5b83\u4eec\u53ef\u4ee5\u5728\u6570\u636e\u5904\u7406\u4e2d\u7528\u4e8e\u5b58\u50a8\u4e2d\u95f4\u7ed3\u679c\u3001\u5728\u7f51\u7edc\u5e94\u7528\u4e2d\u7528\u4e8e\u5b58\u50a8\u4e0b\u8f7d\u7684\u6570\u636e\u7247\u6bb5\u7b49\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u4f7f\u7528<code>tempfile<\/code>\u6a21\u5757<\/h4>\n<\/p>\n<p><p><code>tempfile<\/code>\u6a21\u5757\u63d0\u4f9b\u4e86\u591a\u79cd\u521b\u5efa\u4e34\u65f6\u6587\u4ef6\u548c\u76ee\u5f55\u7684\u65b9\u6cd5\u3002\u9664\u4e86<code>NamedTemporaryFile<\/code>\uff0c\u8fd8\u6709<code>TemporaryFile<\/code>\u3001<code>mkstemp<\/code>\u548c<code>mkdtemp<\/code>\u7b49\u51fd\u6570\u3002<\/p>\n<\/p>\n<ul>\n<li><code>TemporaryFile<\/code>\uff1a\u521b\u5efa\u4e00\u4e2a\u4e34\u65f6\u6587\u4ef6\uff0c\u6587\u4ef6\u5173\u95ed\u65f6\u4f1a\u81ea\u52a8\u5220\u9664\u3002<\/li>\n<li><code>mkstemp<\/code>\uff1a\u521b\u5efa\u4e00\u4e2a\u4e34\u65f6\u6587\u4ef6\u5e76\u8fd4\u56de\u6587\u4ef6\u63cf\u8ff0\u7b26\u548c\u6587\u4ef6\u8def\u5f84\u3002<\/li>\n<li><code>mkdtemp<\/code>\uff1a\u521b\u5efa\u4e00\u4e2a\u4e34\u65f6\u76ee\u5f55\u5e76\u8fd4\u56de\u76ee\u5f55\u8def\u5f84\u3002<\/li>\n<\/ul>\n<p><p>\u4ee5\u4e0b\u662f\u4f7f\u7528\u8fd9\u4e9b\u51fd\u6570\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import tempfile<\/p>\n<p>import os<\/p>\n<h2><strong>\u4f7f\u7528TemporaryFile\u521b\u5efa\u4e34\u65f6\u6587\u4ef6<\/strong><\/h2>\n<p>with tempfile.TemporaryFile() as temp_file:<\/p>\n<p>    temp_file.write(b&#39;This is some temporary data.&#39;)<\/p>\n<p>    temp_file.seek(0)<\/p>\n<p>    print(temp_file.read())<\/p>\n<h2><strong>\u4f7f\u7528mkstemp\u521b\u5efa\u4e34\u65f6\u6587\u4ef6<\/strong><\/h2>\n<p>fd, path = tempfile.mkstemp()<\/p>\n<p>with os.fdopen(fd, &#39;w&#39;) as temp_file:<\/p>\n<p>    temp_file.write(&#39;This is some temporary data.&#39;)<\/p>\n<p>print(f&#39;Temporary file created at: {path}&#39;)<\/p>\n<p>os.remove(path)  # \u624b\u52a8\u5220\u9664\u4e34\u65f6\u6587\u4ef6<\/p>\n<h2><strong>\u4f7f\u7528mkdtemp\u521b\u5efa\u4e34\u65f6\u76ee\u5f55<\/strong><\/h2>\n<p>temp_dir = tempfile.mkdtemp()<\/p>\n<p>print(f&#39;Temporary directory created at: {temp_dir}&#39;)<\/p>\n<p>os.rmdir(temp_dir)  # \u624b\u52a8\u5220\u9664\u4e34\u65f6\u76ee\u5f55<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u4e34\u65f6\u6587\u4ef6\u5728\u6570\u636e\u5904\u7406\u4e2d\u7684\u5e94\u7528<\/h4>\n<\/p>\n<p><p>\u5728\u6570\u636e\u5904\u7406\u4e2d\uff0c\u4e34\u65f6\u6587\u4ef6\u53ef\u4ee5\u7528\u4e8e\u5b58\u50a8\u4e2d\u95f4\u7ed3\u679c\uff0c\u4ee5\u4fbf\u540e\u7eed\u64cd\u4f5c\u4f7f\u7528\u3002\u4f8b\u5982\uff0c\u5728\u6570\u636e\u6e05\u6d17\u8fc7\u7a0b\u4e2d\uff0c\u53ef\u4ee5\u5c06\u6e05\u6d17\u540e\u7684\u6570\u636e\u5b58\u50a8\u5728\u4e34\u65f6\u6587\u4ef6\u4e2d\uff0c\u968f\u540e\u8fdb\u884c\u8fdb\u4e00\u6b65\u5904\u7406\u3002<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import tempfile<\/p>\n<p>import pandas as pd<\/p>\n<h2><strong>\u751f\u6210\u793a\u4f8b\u6570\u636e<\/strong><\/h2>\n<p>data = {&#39;name&#39;: [&#39;Alice&#39;, &#39;Bob&#39;, &#39;Charlie&#39;], &#39;age&#39;: [25, 30, 35]}<\/p>\n<p>df = pd.DataFrame(data)<\/p>\n<h2><strong>\u6e05\u6d17\u6570\u636e<\/strong><\/h2>\n<p>df_cleaned = df[df[&#39;age&#39;] &gt; 28]<\/p>\n<h2><strong>\u5b58\u50a8\u6e05\u6d17\u540e\u7684\u6570\u636e\u5230\u4e34\u65f6\u6587\u4ef6<\/strong><\/h2>\n<p>with tempfile.NamedTemporaryFile(delete=False, suffix=&#39;.csv&#39;) as temp_file:<\/p>\n<p>    df_cleaned.to_csv(temp_file.name, index=False)<\/p>\n<p>    temp_file_path = temp_file.name<\/p>\n<p>print(f&#39;Cleaned data stored at: {temp_file_path}&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e8c\u3001\u624b\u52a8\u521b\u5efa\u6587\u4ef6<\/h3>\n<\/p>\n<p><p>\u9664\u4e86\u4f7f\u7528\u4e34\u65f6\u6587\u4ef6\uff0c\u6709\u65f6\u6211\u4eec\u9700\u8981\u624b\u52a8\u521b\u5efa\u6587\u4ef6\u3002\u8fd9\u79cd\u65b9\u6cd5\u9002\u7528\u4e8e\u9700\u8981\u6301\u4e45\u5316\u5b58\u50a8\u7684\u60c5\u51b5\u3002\u5e38\u89c1\u7684\u65b9\u6cd5\u662f\u4f7f\u7528\u5185\u7f6e\u7684<code>open<\/code>\u51fd\u6570\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u4f7f\u7528<code>open<\/code>\u51fd\u6570\u521b\u5efa\u6587\u4ef6<\/h4>\n<\/p>\n<p><p>\u4f7f\u7528<code>open<\/code>\u51fd\u6570\u53ef\u4ee5\u8f7b\u677e\u521b\u5efa\u548c\u64cd\u4f5c\u6587\u4ef6\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u521b\u5efa\u6587\u4ef6\u5e76\u5199\u5165\u5185\u5bb9\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u521b\u5efa\u6587\u4ef6\u5e76\u5199\u5165\u5185\u5bb9<\/p>\n<p>with open(&#39;example.txt&#39;, &#39;w&#39;) as file:<\/p>\n<p>    file.write(&#39;This is some example data.&#39;)<\/p>\n<p>print(&#39;File created: example.txt&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><p>\u5728\u8fd9\u4e2a\u793a\u4f8b\u4e2d\uff0c<code>open<\/code>\u51fd\u6570\u4ee5\u5199\u6a21\u5f0f\uff08<code>&#39;w&#39;<\/code>\uff09\u6253\u5f00\u6587\u4ef6\uff0c\u5982\u679c\u6587\u4ef6\u4e0d\u5b58\u5728\u5219\u521b\u5efa\u6587\u4ef6\uff0c\u968f\u540e\u5199\u5165\u5185\u5bb9\u3002<code>with<\/code>\u5757\u786e\u4fdd\u6587\u4ef6\u5728\u64cd\u4f5c\u5b8c\u6210\u540e\u81ea\u52a8\u5173\u95ed\u3002<\/p>\n<\/p>\n<p><h4>2\u3001\u6587\u4ef6\u64cd\u4f5c\u7684\u5e38\u89c1\u6a21\u5f0f<\/h4>\n<\/p>\n<p><p><code>open<\/code>\u51fd\u6570\u652f\u6301\u591a\u79cd\u6587\u4ef6\u64cd\u4f5c\u6a21\u5f0f\uff0c\u5305\u62ec\uff1a<\/p>\n<\/p>\n<ul>\n<li><code>&#39;r&#39;<\/code>\uff1a\u53ea\u8bfb\u6a21\u5f0f\uff08\u9ed8\u8ba4\uff09\u3002<\/li>\n<li><code>&#39;w&#39;<\/code>\uff1a\u5199\u6a21\u5f0f\uff0c\u8986\u76d6\u6587\u4ef6\u5185\u5bb9\u3002<\/li>\n<li><code>&#39;a&#39;<\/code>\uff1a\u8ffd\u52a0\u6a21\u5f0f\uff0c\u5728\u6587\u4ef6\u672b\u5c3e\u6dfb\u52a0\u5185\u5bb9\u3002<\/li>\n<li><code>&#39;b&#39;<\/code>\uff1a\u4e8c\u8fdb\u5236\u6a21\u5f0f\uff0c\u4e0e\u5176\u4ed6\u6a21\u5f0f\u7ed3\u5408\u4f7f\u7528\u3002<\/li>\n<li><code>&#39;+&#39;<\/code>\uff1a\u8bfb\u5199\u6a21\u5f0f\uff0c\u4e0e\u5176\u4ed6\u6a21\u5f0f\u7ed3\u5408\u4f7f\u7528\u3002<\/li>\n<\/ul>\n<p><p>\u4ee5\u4e0b\u662f\u4e00\u4e9b\u5e38\u89c1\u6a21\u5f0f\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\"># \u8bfb\u6a21\u5f0f<\/p>\n<p>with open(&#39;example.txt&#39;, &#39;r&#39;) as file:<\/p>\n<p>    content = file.read()<\/p>\n<p>    print(&#39;File content:&#39;, content)<\/p>\n<h2><strong>\u8ffd\u52a0\u6a21\u5f0f<\/strong><\/h2>\n<p>with open(&#39;example.txt&#39;, &#39;a&#39;) as file:<\/p>\n<p>    file.write(&#39;\\nThis is additional data.&#39;)<\/p>\n<h2><strong>\u4e8c\u8fdb\u5236\u6a21\u5f0f<\/strong><\/h2>\n<p>with open(&#39;example.bin&#39;, &#39;wb&#39;) as file:<\/p>\n<p>    file.write(b&#39;\\x00\\x01\\x02\\x03&#39;)<\/p>\n<h2><strong>\u8bfb\u5199\u6a21\u5f0f<\/strong><\/h2>\n<p>with open(&#39;example.txt&#39;, &#39;r+&#39;) as file:<\/p>\n<p>    content = file.read()<\/p>\n<p>    file.write(&#39;\\nThis is read-write mode.&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e09\u3001\u4f7f\u7528\u7279\u5b9a\u5e93\u751f\u6210\u6587\u4ef6<\/h3>\n<\/p>\n<p><p>\u5728\u67d0\u4e9b\u60c5\u51b5\u4e0b\uff0c\u7279\u5b9a\u7684\u5e93\u53ef\u4ee5\u5e2e\u52a9\u6211\u4eec\u751f\u6210\u7279\u5b9a\u7c7b\u578b\u7684\u6587\u4ef6\u3002\u8fd9\u4e9b\u5e93\u901a\u5e38\u63d0\u4f9b\u4e86\u66f4\u9ad8\u5c42\u6b21\u7684\u62bd\u8c61\uff0c\u4f7f\u5f97\u6587\u4ef6\u751f\u6210\u8fc7\u7a0b\u66f4\u52a0\u7b80\u4fbf\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u4f7f\u7528<code>pandas<\/code>\u751f\u6210CSV\u6587\u4ef6<\/h4>\n<\/p>\n<p><p><code>pandas<\/code>\u5e93\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u6570\u636e\u5904\u7406\u548c\u6587\u4ef6\u751f\u6210\u529f\u80fd\u3002\u4ee5\u4e0b\u662f\u751f\u6210CSV\u6587\u4ef6\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<h2><strong>\u751f\u6210\u793a\u4f8b\u6570\u636e<\/strong><\/h2>\n<p>data = {&#39;name&#39;: [&#39;Alice&#39;, &#39;Bob&#39;, &#39;Charlie&#39;], &#39;age&#39;: [25, 30, 35]}<\/p>\n<p>df = pd.DataFrame(data)<\/p>\n<h2><strong>\u5b58\u50a8\u6570\u636e\u5230CSV\u6587\u4ef6<\/strong><\/h2>\n<p>df.to_csv(&#39;example.csv&#39;, index=False)<\/p>\n<p>print(&#39;CSV file created: example.csv&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u4f7f\u7528<code>openpyxl<\/code>\u751f\u6210Excel\u6587\u4ef6<\/h4>\n<\/p>\n<p><p><code>openpyxl<\/code>\u5e93\u5141\u8bb8\u6211\u4eec\u521b\u5efa\u548c\u64cd\u4f5cExcel\u6587\u4ef6\u3002\u4ee5\u4e0b\u662f\u751f\u6210Excel\u6587\u4ef6\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import openpyxl<\/p>\n<h2><strong>\u521b\u5efa\u4e00\u4e2a\u65b0\u7684Excel\u5de5\u4f5c\u7c3f<\/strong><\/h2>\n<p>wb = openpyxl.Workbook()<\/p>\n<p>ws = wb.active<\/p>\n<h2><strong>\u5199\u5165\u6570\u636e<\/strong><\/h2>\n<p>ws.append([&#39;Name&#39;, &#39;Age&#39;])<\/p>\n<p>ws.append([&#39;Alice&#39;, 25])<\/p>\n<p>ws.append([&#39;Bob&#39;, 30])<\/p>\n<p>ws.append([&#39;Charlie&#39;, 35])<\/p>\n<h2><strong>\u4fdd\u5b58\u5de5\u4f5c\u7c3f\u5230\u6587\u4ef6<\/strong><\/h2>\n<p>wb.save(&#39;example.xlsx&#39;)<\/p>\n<p>print(&#39;Excel file created: example.xlsx&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>3\u3001\u4f7f\u7528<code>reportlab<\/code>\u751f\u6210PDF\u6587\u4ef6<\/h4>\n<\/p>\n<p><p><code>reportlab<\/code>\u5e93\u5141\u8bb8\u6211\u4eec\u521b\u5efaPDF\u6587\u4ef6\u3002\u4ee5\u4e0b\u662f\u751f\u6210PDF\u6587\u4ef6\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from reportlab.lib.pagesizes import letter<\/p>\n<p>from reportlab.pdfgen import canvas<\/p>\n<h2><strong>\u521b\u5efa\u4e00\u4e2a\u65b0\u7684PDF\u6587\u4ef6<\/strong><\/h2>\n<p>pdf_file = &#39;example.pdf&#39;<\/p>\n<p>c = canvas.Canvas(pdf_file, pagesize=letter)<\/p>\n<h2><strong>\u5199\u5165\u6570\u636e<\/strong><\/h2>\n<p>c.drawString(100, 750, &#39;This is an example PDF file.&#39;)<\/p>\n<p>c.drawString(100, 730, &#39;Generated using reportlab.&#39;)<\/p>\n<h2><strong>\u4fdd\u5b58PDF\u6587\u4ef6<\/strong><\/h2>\n<p>c.save()<\/p>\n<p>print(&#39;PDF file created: example.pdf&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u56db\u3001\u751f\u6210\u56fe\u50cf\u6587\u4ef6<\/h3>\n<\/p>\n<p><p>\u5728\u67d0\u4e9b\u5e94\u7528\u573a\u666f\u4e2d\uff0c\u6211\u4eec\u9700\u8981\u751f\u6210\u56fe\u50cf\u6587\u4ef6\u3002Python\u63d0\u4f9b\u4e86\u591a\u4e2a\u5e93\u6765\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\uff0c\u5305\u62ec<code>Pillow<\/code>\u548c<code>matplotlib<\/code>\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u4f7f\u7528<code>Pillow<\/code>\u751f\u6210\u56fe\u50cf\u6587\u4ef6<\/h4>\n<\/p>\n<p><p><code>Pillow<\/code>\u662fPython Imaging Library\uff08PIL\uff09\u7684\u4e00\u4e2a\u5206\u652f\uff0c\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u56fe\u50cf\u5904\u7406\u529f\u80fd\u3002\u4ee5\u4e0b\u662f\u751f\u6210\u56fe\u50cf\u6587\u4ef6\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from PIL import Image, ImageDraw, ImageFont<\/p>\n<h2><strong>\u521b\u5efa\u4e00\u4e2a\u65b0\u7684\u56fe\u50cf<\/strong><\/h2>\n<p>image = Image.new(&#39;RGB&#39;, (200, 100), color=(255, 255, 255))<\/p>\n<p>draw = ImageDraw.Draw(image)<\/p>\n<h2><strong>\u7ed8\u5236\u6587\u672c<\/strong><\/h2>\n<p>font = ImageFont.load_default()<\/p>\n<p>draw.text((10, 10), &#39;Hello, World!&#39;, fill=(0, 0, 0), font=font)<\/p>\n<h2><strong>\u4fdd\u5b58\u56fe\u50cf\u5230\u6587\u4ef6<\/strong><\/h2>\n<p>image.save(&#39;example.png&#39;)<\/p>\n<p>print(&#39;Image file created: example.png&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u4f7f\u7528<code>matplotlib<\/code>\u751f\u6210\u56fe\u50cf\u6587\u4ef6<\/h4>\n<\/p>\n<p><p><code>matplotlib<\/code>\u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u7ed8\u56fe\u5e93\uff0c\u5e38\u7528\u4e8e\u751f\u6210\u56fe\u8868\u548c\u56fe\u50cf\u6587\u4ef6\u3002\u4ee5\u4e0b\u662f\u751f\u6210\u56fe\u50cf\u6587\u4ef6\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import matplotlib.pyplot as plt<\/p>\n<h2><strong>\u751f\u6210\u793a\u4f8b\u6570\u636e<\/strong><\/h2>\n<p>x = [1, 2, 3, 4, 5]<\/p>\n<p>y = [2, 3, 5, 7, 11]<\/p>\n<h2><strong>\u521b\u5efa\u56fe\u8868<\/strong><\/h2>\n<p>plt.plot(x, y)<\/p>\n<p>plt.xlabel(&#39;X-axis&#39;)<\/p>\n<p>plt.ylabel(&#39;Y-axis&#39;)<\/p>\n<p>plt.title(&#39;Example Plot&#39;)<\/p>\n<h2><strong>\u4fdd\u5b58\u56fe\u8868\u5230\u6587\u4ef6<\/strong><\/h2>\n<p>plt.savefig(&#39;example_plot.png&#39;)<\/p>\n<p>print(&#39;Plot image file created: example_plot.png&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e94\u3001\u751f\u6210JSON\u6587\u4ef6<\/h3>\n<\/p>\n<p><p>\u5728\u73b0\u4ee3\u5e94\u7528\u4e2d\uff0cJSON\uff08JavaScript Object Notation\uff09\u6587\u4ef6\u5e7f\u6cdb\u7528\u4e8e\u6570\u636e\u4ea4\u6362\u3002Python\u6807\u51c6\u5e93\u63d0\u4f9b\u4e86<code>json<\/code>\u6a21\u5757\u6765\u5904\u7406JSON\u6570\u636e\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u4f7f\u7528<code>json<\/code>\u6a21\u5757\u751f\u6210JSON\u6587\u4ef6<\/h4>\n<\/p>\n<p><p>\u4ee5\u4e0b\u662f\u4e00\u4e2a\u751f\u6210JSON\u6587\u4ef6\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import json<\/p>\n<h2><strong>\u751f\u6210\u793a\u4f8b\u6570\u636e<\/strong><\/h2>\n<p>data = {<\/p>\n<p>    &#39;name&#39;: &#39;Alice&#39;,<\/p>\n<p>    &#39;age&#39;: 25,<\/p>\n<p>    &#39;city&#39;: &#39;Wonderland&#39;<\/p>\n<p>}<\/p>\n<h2><strong>\u5b58\u50a8\u6570\u636e\u5230JSON\u6587\u4ef6<\/strong><\/h2>\n<p>with open(&#39;example.json&#39;, &#39;w&#39;) as json_file:<\/p>\n<p>    json.dump(data, json_file, indent=4)<\/p>\n<p>print(&#39;JSON file created: example.json&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u8bfb\u53d6\u548c\u5199\u5165\u590d\u6742\u7684JSON\u6570\u636e<\/h4>\n<\/p>\n<p><p><code>json<\/code>\u6a21\u5757\u8fd8\u652f\u6301\u8bfb\u53d6\u548c\u5199\u5165\u590d\u6742\u7684JSON\u6570\u636e\uff0c\u4f8b\u5982\u5d4c\u5957\u7ed3\u6784\u548c\u5217\u8868\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import json<\/p>\n<h2><strong>\u751f\u6210\u590d\u6742\u7684\u793a\u4f8b\u6570\u636e<\/strong><\/h2>\n<p>data = {<\/p>\n<p>    &#39;name&#39;: &#39;Alice&#39;,<\/p>\n<p>    &#39;age&#39;: 25,<\/p>\n<p>    &#39;address&#39;: {<\/p>\n<p>        &#39;street&#39;: &#39;123 Wonderland Ave&#39;,<\/p>\n<p>        &#39;city&#39;: &#39;Wonderland&#39;,<\/p>\n<p>        &#39;zipcode&#39;: &#39;12345&#39;<\/p>\n<p>    },<\/p>\n<p>    &#39;hobbies&#39;: [&#39;reading&#39;, &#39;gardening&#39;, &#39;p<a href=\"https:\/\/docs.pingcode.com\/blog\/59162.html\" target=\"_blank\">AI<\/a>nting&#39;]<\/p>\n<p>}<\/p>\n<h2><strong>\u5b58\u50a8\u6570\u636e\u5230JSON\u6587\u4ef6<\/strong><\/h2>\n<p>with open(&#39;complex_example.json&#39;, &#39;w&#39;) as json_file:<\/p>\n<p>    json.dump(data, json_file, indent=4)<\/p>\n<p>print(&#39;Complex JSON file created: complex_example.json&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u516d\u3001\u751f\u6210XML\u6587\u4ef6<\/h3>\n<\/p>\n<p><p>XML\uff08eXtensible Markup Language\uff09\u662f\u53e6\u4e00\u79cd\u5e38\u7528\u4e8e\u6570\u636e\u4ea4\u6362\u7684\u683c\u5f0f\u3002Python\u63d0\u4f9b\u4e86\u591a\u4e2a\u5e93\u6765\u5904\u7406XML\u6570\u636e\uff0c\u5305\u62ec<code>xml.etree.ElementTree<\/code>\u548c<code>lxml<\/code>\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u4f7f\u7528<code>xml.etree.ElementTree<\/code>\u751f\u6210XML\u6587\u4ef6<\/h4>\n<\/p>\n<p><p><code>xml.etree.ElementTree<\/code>\u662fPython\u6807\u51c6\u5e93\u7684\u4e00\u90e8\u5206\uff0c\u63d0\u4f9b\u4e86\u751f\u6210\u548c\u89e3\u6790XML\u6587\u4ef6\u7684\u529f\u80fd\u3002\u4ee5\u4e0b\u662f\u751f\u6210XML\u6587\u4ef6\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import xml.etree.ElementTree as ET<\/p>\n<h2><strong>\u521b\u5efa\u6839\u5143\u7d20<\/strong><\/h2>\n<p>root = ET.Element(&#39;person&#39;)<\/p>\n<h2><strong>\u521b\u5efa\u5b50\u5143\u7d20<\/strong><\/h2>\n<p>name = ET.SubElement(root, &#39;name&#39;)<\/p>\n<p>name.text = &#39;Alice&#39;<\/p>\n<p>age = ET.SubElement(root, &#39;age&#39;)<\/p>\n<p>age.text = &#39;25&#39;<\/p>\n<h2><strong>\u521b\u5efaXML\u6811<\/strong><\/h2>\n<p>tree = ET.ElementTree(root)<\/p>\n<h2><strong>\u4fdd\u5b58XML\u5230\u6587\u4ef6<\/strong><\/h2>\n<p>tree.write(&#39;example.xml&#39;)<\/p>\n<p>print(&#39;XML file created: example.xml&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u4f7f\u7528<code>lxml<\/code>\u751f\u6210XML\u6587\u4ef6<\/h4>\n<\/p>\n<p><p><code>lxml<\/code>\u662f\u4e00\u4e2a\u529f\u80fd\u5f3a\u5927\u7684XML\u5904\u7406\u5e93\uff0c\u63d0\u4f9b\u4e86\u66f4\u9ad8\u6548\u548c\u7075\u6d3b\u7684XML\u751f\u6210\u548c\u89e3\u6790\u529f\u80fd\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u751f\u6210XML\u6587\u4ef6\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from lxml import etree<\/p>\n<h2><strong>\u521b\u5efa\u6839\u5143\u7d20<\/strong><\/h2>\n<p>root = etree.Element(&#39;person&#39;)<\/p>\n<h2><strong>\u521b\u5efa\u5b50\u5143\u7d20<\/strong><\/h2>\n<p>name = etree.SubElement(root, &#39;name&#39;)<\/p>\n<p>name.text = &#39;Alice&#39;<\/p>\n<p>age = etree.SubElement(root, &#39;age&#39;)<\/p>\n<p>age.text = &#39;25&#39;<\/p>\n<h2><strong>\u521b\u5efaXML\u6811<\/strong><\/h2>\n<p>tree = etree.ElementTree(root)<\/p>\n<h2><strong>\u4fdd\u5b58XML\u5230\u6587\u4ef6<\/strong><\/h2>\n<p>tree.write(&#39;example_lxml.xml&#39;, pretty_print=True, xml_declaration=True, encoding=&#39;UTF-8&#39;)<\/p>\n<p>print(&#39;XML file created: example_lxml.xml&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u4e03\u3001\u751f\u6210HTML\u6587\u4ef6<\/h3>\n<\/p>\n<p><p>HTML\uff08HyperText Markup Language\uff09\u6587\u4ef6\u7528\u4e8e\u521b\u5efa\u7f51\u9875\u3002\u5728Python\u4e2d\uff0c\u751f\u6210HTML\u6587\u4ef6\u7684\u65b9\u6cd5\u6709\u5f88\u591a\uff0c\u5305\u62ec\u4f7f\u7528<code>html<\/code>\u6a21\u5757\u3001<code>Jinja2<\/code>\u6a21\u677f\u5f15\u64ce\u7b49\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u4f7f\u7528<code>html<\/code>\u6a21\u5757\u751f\u6210HTML\u6587\u4ef6<\/h4>\n<\/p>\n<p><p><code>html<\/code>\u6a21\u5757\u662fPython\u6807\u51c6\u5e93\u7684\u4e00\u90e8\u5206\uff0c\u63d0\u4f9b\u4e86\u751f\u6210\u548c\u8f6c\u4e49HTML\u5185\u5bb9\u7684\u529f\u80fd\u3002\u4ee5\u4e0b\u662f\u751f\u6210HTML\u6587\u4ef6\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import html<\/p>\n<h2><strong>\u751f\u6210\u793a\u4f8bHTML\u5185\u5bb9<\/strong><\/h2>\n<p>html_content = &#39;&#39;&#39;<\/p>\n<p>&lt;!DOCTYPE html&gt;<\/p>\n<p>&lt;html&gt;<\/p>\n<p>&lt;head&gt;<\/p>\n<p>    &lt;title&gt;Example HTML&lt;\/title&gt;<\/p>\n<p>&lt;\/head&gt;<\/p>\n<p>&lt;body&gt;<\/p>\n<p>    &lt;h1&gt;Hello, World!&lt;\/h1&gt;<\/p>\n<p>    &lt;p&gt;This is an example HTML file.&lt;\/p&gt;<\/p>\n<p>&lt;\/body&gt;<\/p>\n<p>&lt;\/html&gt;<\/p>\n<p>&#39;&#39;&#39;<\/p>\n<h2><strong>\u5b58\u50a8HTML\u5185\u5bb9\u5230\u6587\u4ef6<\/strong><\/h2>\n<p>with open(&#39;example.html&#39;, &#39;w&#39;) as html_file:<\/p>\n<p>    html_file.write(html_content)<\/p>\n<p>print(&#39;HTML file created: example.html&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u4f7f\u7528<code>Jinja2<\/code>\u6a21\u677f\u5f15\u64ce\u751f\u6210HTML\u6587\u4ef6<\/h4>\n<\/p>\n<p><p><code>Jinja2<\/code>\u662f\u4e00\u4e2a\u73b0\u4ee3\u7684\u6a21\u677f\u5f15\u64ce\uff0c\u5e38\u7528\u4e8e\u751f\u6210HTML\u6587\u4ef6\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u4f7f\u7528<code>Jinja2<\/code>\u751f\u6210HTML\u6587\u4ef6\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">from jinja2 import Template<\/p>\n<h2><strong>\u751f\u6210\u793a\u4f8b\u6570\u636e<\/strong><\/h2>\n<p>data = {<\/p>\n<p>    &#39;title&#39;: &#39;Example HTML&#39;,<\/p>\n<p>    &#39;heading&#39;: &#39;Hello, World!&#39;,<\/p>\n<p>    &#39;paragraph&#39;: &#39;This is an example HTML file generated using Jinja2.&#39;<\/p>\n<p>}<\/p>\n<h2><strong>\u751f\u6210HTML\u6a21\u677f<\/strong><\/h2>\n<p>template = Template(&#39;&#39;&#39;<\/p>\n<p>&lt;!DOCTYPE html&gt;<\/p>\n<p>&lt;html&gt;<\/p>\n<p>&lt;head&gt;<\/p>\n<p>    &lt;title&gt;{{ title }}&lt;\/title&gt;<\/p>\n<p>&lt;\/head&gt;<\/p>\n<p>&lt;body&gt;<\/p>\n<p>    &lt;h1&gt;{{ heading }}&lt;\/h1&gt;<\/p>\n<p>    &lt;p&gt;{{ paragraph }}&lt;\/p&gt;<\/p>\n<p>&lt;\/body&gt;<\/p>\n<p>&lt;\/html&gt;<\/p>\n<p>&#39;&#39;&#39;)<\/p>\n<h2><strong>\u6e32\u67d3\u6a21\u677f<\/strong><\/h2>\n<p>html_content = template.render(data)<\/p>\n<h2><strong>\u5b58\u50a8HTML\u5185\u5bb9\u5230\u6587\u4ef6<\/strong><\/h2>\n<p>with open(&#39;example_jinja2.html&#39;, &#39;w&#39;) as html_file:<\/p>\n<p>    html_file.write(html_content)<\/p>\n<p>print(&#39;HTML file created: example_jinja2.html&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u516b\u3001\u751f\u6210\u65e5\u5fd7\u6587\u4ef6<\/h3>\n<\/p>\n<p><p>\u65e5\u5fd7\u6587\u4ef6\u7528\u4e8e\u8bb0\u5f55\u5e94\u7528\u7a0b\u5e8f\u7684\u8fd0\u884c\u72b6\u6001\u548c\u9519\u8bef\u4fe1\u606f\u3002\u5728Python\u4e2d\uff0c\u751f\u6210\u65e5\u5fd7\u6587\u4ef6\u7684\u5e38\u7528\u65b9\u6cd5\u662f\u4f7f\u7528<code>logging<\/code>\u6a21\u5757\u3002<\/p>\n<\/p>\n<p><h4>1\u3001\u4f7f\u7528<code>logging<\/code>\u6a21\u5757\u751f\u6210\u65e5\u5fd7\u6587\u4ef6<\/h4>\n<\/p>\n<p><p><code>logging<\/code>\u6a21\u5757\u662fPython\u6807\u51c6\u5e93\u7684\u4e00\u90e8\u5206\uff0c\u63d0\u4f9b\u4e86\u5f3a\u5927\u7684\u65e5\u5fd7\u8bb0\u5f55\u529f\u80fd\u3002\u4ee5\u4e0b\u662f\u751f\u6210\u65e5\u5fd7\u6587\u4ef6\u7684\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import logging<\/p>\n<h2><strong>\u914d\u7f6e\u65e5\u5fd7\u8bb0\u5f55<\/strong><\/h2>\n<p>logging.basicConfig(filename=&#39;example.log&#39;, level=logging.DEBUG,<\/p>\n<p>                    format=&#39;%(asctime)s - %(levelname)s - %(message)s&#39;)<\/p>\n<h2><strong>\u8bb0\u5f55\u65e5\u5fd7\u4fe1\u606f<\/strong><\/h2>\n<p>logging.debug(&#39;This is a debug message.&#39;)<\/p>\n<p>logging.info(&#39;This is an info message.&#39;)<\/p>\n<p>logging.warning(&#39;This is a warning message.&#39;)<\/p>\n<p>logging.error(&#39;This is an error message.&#39;)<\/p>\n<p>logging.critical(&#39;This is a critical message.&#39;)<\/p>\n<p>print(&#39;Log file created: example.log&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h4>2\u3001\u65e5\u5fd7\u8bb0\u5f55\u7684\u9ad8\u7ea7\u914d\u7f6e<\/h4>\n<\/p>\n<p><p><code>logging<\/code>\u6a21\u5757\u652f\u6301\u9ad8\u7ea7\u914d\u7f6e\uff0c\u4f8b\u5982\u4f7f\u7528<code>RotatingFileHandler<\/code>\u5b9e\u73b0\u65e5\u5fd7\u6587\u4ef6\u8f6e\u8f6c\u3002\u4ee5\u4e0b\u662f\u4e00\u4e2a\u793a\u4f8b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import logging<\/p>\n<p>from logging.handlers import RotatingFileHandler<\/p>\n<h2><strong>\u914d\u7f6e\u65e5\u5fd7\u8bb0\u5f55<\/strong><\/h2>\n<p>handler = RotatingFileHandler(&#39;example_rotating.log&#39;, maxBytes=2000, backupCount=5)<\/p>\n<p>logging.basicConfig(level=logging.DEBUG, format=&#39;%(asctime)s - %(levelname)s - %(message)s&#39;, handlers=[handler])<\/p>\n<h2><strong>\u8bb0\u5f55\u65e5\u5fd7\u4fe1\u606f<\/strong><\/h2>\n<p>for i in range(100):<\/p>\n<p>    logging.debug(f&#39;This is debug message {i}&#39;)<\/p>\n<p>print(&#39;Rotating log file created: example_rotating.log&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>\u603b\u7ed3<\/h3>\n<\/p>\n<p><p>\u751f\u6210\u4e2d\u95f4\u6587\u4ef6\u5728\u6570\u636e\u5904\u7406\u3001\u7f51\u7edc\u5e94\u7528\u3001\u65e5\u5fd7\u8bb0\u5f55\u7b49\u4f17\u591a\u9886\u57df\u90fd\u6709\u5e7f\u6cdb\u7684\u5e94\u7528\u3002\u5728Python\u4e2d\uff0c<strong>\u5e38\u89c1\u7684\u65b9\u6cd5\u5305\u62ec\u4f7f\u7528\u4e34\u65f6\u6587\u4ef6\u3001\u624b\u52a8\u521b\u5efa\u6587\u4ef6\u3001\u4f7f\u7528\u7279\u5b9a\u5e93\u751f\u6210\u6587\u4ef6<\/strong>\u3002\u4e0d\u540c\u7684\u65b9\u6cd5\u9002\u7528\u4e8e\u4e0d\u540c\u7684\u5e94\u7528\u573a\u666f\uff0c\u901a\u8fc7\u5408\u7406\u9009\u62e9\u548c\u4f7f\u7528\u8fd9\u4e9b\u65b9\u6cd5\uff0c\u53ef\u4ee5\u9ad8\u6548\u5730\u751f\u6210\u6240\u9700\u7684\u4e2d\u95f4\u6587\u4ef6\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u521b\u5efa\u548c\u5199\u5165\u4e2d\u95f4\u6587\u4ef6\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u5185\u7f6e\u7684<code>open()<\/code>\u51fd\u6570\u521b\u5efa\u548c\u5199\u5165\u4e2d\u95f4\u6587\u4ef6\u3002\u9996\u5148\uff0c\u6307\u5b9a\u6587\u4ef6\u540d\u548c\u6a21\u5f0f\uff08\u4f8b\u5982\uff0c&#39;w&#39;\u8868\u793a\u5199\u5165\u6a21\u5f0f\uff09\u3002\u63a5\u4e0b\u6765\uff0c\u4f7f\u7528<code>write()<\/code>\u65b9\u6cd5\u5c06\u6570\u636e\u5199\u5165\u6587\u4ef6\u3002\u5b8c\u6210\u540e\uff0c\u52a1\u5fc5\u4f7f\u7528<code>close()<\/code>\u65b9\u6cd5\u5173\u95ed\u6587\u4ef6\uff0c\u6216\u8005\u4f7f\u7528<code>with<\/code>\u8bed\u53e5\u81ea\u52a8\u7ba1\u7406\u6587\u4ef6\u7684\u6253\u5f00\u548c\u5173\u95ed\u3002\u4f8b\u5982\uff1a  <\/p>\n<pre><code class=\"language-python\">with open(&#39;intermediate_file.txt&#39;, &#39;w&#39;) as file:\n    file.write(&#39;\u8fd9\u662f\u4e00\u4e2a\u4e2d\u95f4\u6587\u4ef6\u7684\u793a\u4f8b\u3002&#39;)\n<\/code><\/pre>\n<p><strong>Python\u652f\u6301\u54ea\u4e9b\u6587\u4ef6\u683c\u5f0f\u7684\u4e2d\u95f4\u6587\u4ef6\u751f\u6210\uff1f<\/strong><br \/>Python\u652f\u6301\u591a\u79cd\u6587\u4ef6\u683c\u5f0f\u7684\u4e2d\u95f4\u6587\u4ef6\u751f\u6210\uff0c\u5305\u62ec\u6587\u672c\u6587\u4ef6\uff08.txt\uff09\u3001CSV\u6587\u4ef6\uff08.csv\uff09\u3001JSON\u6587\u4ef6\uff08.json\uff09\u4ee5\u53caExcel\u6587\u4ef6\uff08.xlsx\uff09\u7b49\u3002\u60a8\u53ef\u4ee5\u4f7f\u7528\u76f8\u5e94\u7684\u5e93\uff0c\u4f8b\u5982<code>csv<\/code>\u3001<code>json<\/code>\u6216<code>pandas<\/code>\u6765\u5904\u7406\u4e0d\u540c\u683c\u5f0f\u7684\u6570\u636e\uff0c\u786e\u4fdd\u751f\u6210\u7684\u4e2d\u95f4\u6587\u4ef6\u7b26\u5408\u60a8\u7684\u9700\u6c42\u3002<\/p>\n<p><strong>\u5982\u4f55\u5904\u7406\u751f\u6210\u7684\u4e2d\u95f4\u6587\u4ef6\u4ee5\u63d0\u9ad8\u6027\u80fd\uff1f<\/strong><br \/>\u5728\u5904\u7406\u751f\u6210\u7684\u4e2d\u95f4\u6587\u4ef6\u65f6\uff0c\u53ef\u4ee5\u91c7\u53d6\u4e00\u4e9b\u4f18\u5316\u63aa\u65bd\u6765\u63d0\u9ad8\u6027\u80fd\u3002\u8003\u8651\u4f7f\u7528\u7f13\u51b2\u533a\uff08\u4f8b\u5982\uff0c\u5728<code>open()<\/code>\u65f6\u6307\u5b9a<code>buffering<\/code>\u53c2\u6570\uff09\uff0c\u4ee5\u51cf\u5c11\u78c1\u76d8I\/O\u64cd\u4f5c\u7684\u6b21\u6570\u3002\u6b64\u5916\uff0c\u4f7f\u7528<code>with<\/code>\u8bed\u53e5\u7ba1\u7406\u6587\u4ef6\u64cd\u4f5c\u53ef\u4ee5\u786e\u4fdd\u8d44\u6e90\u7684\u6709\u6548\u4f7f\u7528\uff0c\u907f\u514d\u5185\u5b58\u6cc4\u6f0f\u7b49\u95ee\u9898\u3002\u5bf9\u4e8e\u5927\u578b\u6570\u636e\u96c6\uff0c\u8003\u8651\u5206\u5757\u5199\u5165\u6587\u4ef6\uff0c\u4fdd\u6301\u5185\u5b58\u4f7f\u7528\u5728\u53ef\u63a7\u8303\u56f4\u5185\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"\u5728Python\u4e2d\u751f\u6210\u4e2d\u95f4\u6587\u4ef6\u7684\u65b9\u6cd5\u6709\u5f88\u591a\u79cd\uff0c\u5e38\u89c1\u7684\u65b9\u6cd5\u5305\u62ec\u4f7f\u7528\u4e34\u65f6\u6587\u4ef6\u3001\u624b\u52a8\u521b\u5efa\u6587\u4ef6\u3001\u4f7f\u7528\u7279\u5b9a\u5e93\u751f\u6210\u6587\u4ef6\u3002\u5176\u4e2d [&hellip;]","protected":false},"author":3,"featured_media":1159502,"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\/1159495"}],"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=1159495"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1159495\/revisions"}],"predecessor-version":[{"id":1159506,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1159495\/revisions\/1159506"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1159502"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1159495"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1159495"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1159495"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}