{"id":1038966,"date":"2024-12-31T12:28:35","date_gmt":"2024-12-31T04:28:35","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1038966.html"},"modified":"2024-12-31T12:28:38","modified_gmt":"2024-12-31T04:28:38","slug":"python%e4%b8%ad%e5%a6%82%e4%bd%95%e6%8a%8a%e8%bd%ac%e6%8d%a2%e7%bc%96%e7%a0%81%e6%a0%bc%e5%bc%8f","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1038966.html","title":{"rendered":"python\u4e2d\u5982\u4f55\u628a\u8f6c\u6362\u7f16\u7801\u683c\u5f0f"},"content":{"rendered":"<p style=\"text-align:center;\" ><img decoding=\"async\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2024\/12\/238dee41-63ec-4303-918b-80e734b77934.webp?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"python\u4e2d\u5982\u4f55\u628a\u8f6c\u6362\u7f16\u7801\u683c\u5f0f\" \/><\/p>\n<p><p> <strong>Python\u4e2d\u5982\u4f55\u628a\u8f6c\u6362\u7f16\u7801\u683c\u5f0f\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u51e0\u79cd\u65b9\u6cd5\u5b9e\u73b0\uff1a\u4f7f\u7528<code>str.encode()<\/code>\u548c<code>bytes.decode()<\/code>\u65b9\u6cd5\u3001\u4f7f\u7528<code>codecs<\/code>\u6a21\u5757\u3001\u4f7f\u7528<code>pandas<\/code>\u5e93\u3002<\/strong> \u5728\u8fd9\u51e0\u79cd\u65b9\u6cd5\u4e2d\uff0c\u6700\u5e38\u7528\u7684\u662f\u4f7f\u7528<code>str.encode()<\/code>\u548c<code>bytes.decode()<\/code>\u65b9\u6cd5\uff0c\u56e0\u4e3a\u5b83\u4eec\u76f4\u63a5\u4f7f\u7528\u5185\u7f6e\u51fd\u6570\uff0c\u7b80\u5355\u6613\u7528\u3002\u4e0b\u9762\u5c06\u8be6\u7ec6\u4ecb\u7ecd\u8fd9\u51e0\u79cd\u65b9\u6cd5\u7684\u4f7f\u7528\u65b9\u6cd5\u548c\u6ce8\u610f\u4e8b\u9879\u3002<\/p>\n<\/p>\n<p><h2>\u4e00\u3001\u4f7f\u7528 <code>str.encode()<\/code> \u548c <code>bytes.decode()<\/code> \u65b9\u6cd5<\/h2>\n<\/p>\n<p><p>\u5728Python\u4e2d\uff0c\u5b57\u7b26\u4e32\u662f\u4ee5Unicode\u7f16\u7801\u5b58\u50a8\u7684\uff0c\u56e0\u6b64\u5728\u5904\u7406\u7f16\u7801\u8f6c\u6362\u65f6\uff0c\u53ef\u4ee5\u4f7f\u7528<code>str.encode()<\/code>\u65b9\u6cd5\u5c06\u5b57\u7b26\u4e32\u7f16\u7801\u4e3a\u6307\u5b9a\u7684\u5b57\u8282\u5e8f\u5217\uff0c\u7136\u540e\u4f7f\u7528<code>bytes.decode()<\/code>\u65b9\u6cd5\u5c06\u5b57\u8282\u5e8f\u5217\u89e3\u7801\u4e3a\u6307\u5b9a\u7f16\u7801\u683c\u5f0f\u7684\u5b57\u7b26\u4e32\u3002<\/p>\n<\/p>\n<p><h3>1. \u4f7f\u7528 <code>str.encode()<\/code> \u65b9\u6cd5<\/h3>\n<\/p>\n<p><p><code>str.encode()<\/code>\u65b9\u6cd5\u7528\u4e8e\u5c06\u5b57\u7b26\u4e32\u8f6c\u6362\u4e3a\u6307\u5b9a\u7f16\u7801\u683c\u5f0f\u7684\u5b57\u8282\u5e8f\u5217\u3002\u5176\u8bed\u6cd5\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">str.encode(encoding=&#39;utf-8&#39;, errors=&#39;strict&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ul>\n<li><code>encoding<\/code>\uff1a\u6307\u5b9a\u7f16\u7801\u683c\u5f0f\uff0c\u9ed8\u8ba4\u503c\u4e3a&#39;utf-8&#39;\u3002<\/li>\n<li><code>errors<\/code>\uff1a\u6307\u5b9a\u9519\u8bef\u5904\u7406\u65b9\u5f0f\uff0c\u9ed8\u8ba4\u503c\u4e3a&#39;strict&#39;\uff0c\u53ef\u4ee5\u9009\u62e9&#39;ignore&#39;\u3001&#39;replace&#39;\u7b49\u3002<\/li>\n<\/ul>\n<p><p>\u4f8b\u5982\uff0c\u5c06\u4e00\u4e2a\u5b57\u7b26\u4e32\u8f6c\u6362\u4e3aGBK\u7f16\u7801\u683c\u5f0f\u7684\u5b57\u8282\u5e8f\u5217\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">s = &quot;\u4f60\u597d\uff0c\u4e16\u754c\uff01&quot;<\/p>\n<p>s_gbk = s.encode(&#39;gbk&#39;)<\/p>\n<p>print(s_gbk)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>2. \u4f7f\u7528 <code>bytes.decode()<\/code> \u65b9\u6cd5<\/h3>\n<\/p>\n<p><p><code>bytes.decode()<\/code>\u65b9\u6cd5\u7528\u4e8e\u5c06\u5b57\u8282\u5e8f\u5217\u89e3\u7801\u4e3a\u6307\u5b9a\u7f16\u7801\u683c\u5f0f\u7684\u5b57\u7b26\u4e32\u3002\u5176\u8bed\u6cd5\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">bytes.decode(encoding=&#39;utf-8&#39;, errors=&#39;strict&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ul>\n<li><code>encoding<\/code>\uff1a\u6307\u5b9a\u7f16\u7801\u683c\u5f0f\uff0c\u9ed8\u8ba4\u503c\u4e3a&#39;utf-8&#39;\u3002<\/li>\n<li><code>errors<\/code>\uff1a\u6307\u5b9a\u9519\u8bef\u5904\u7406\u65b9\u5f0f\uff0c\u9ed8\u8ba4\u503c\u4e3a&#39;strict&#39;\uff0c\u53ef\u4ee5\u9009\u62e9&#39;ignore&#39;\u3001&#39;replace&#39;\u7b49\u3002<\/li>\n<\/ul>\n<p><p>\u4f8b\u5982\uff0c\u5c06\u4e0a\u9762\u8f6c\u6362\u540e\u7684GBK\u7f16\u7801\u683c\u5f0f\u7684\u5b57\u8282\u5e8f\u5217\u89e3\u7801\u4e3aUTF-8\u7f16\u7801\u683c\u5f0f\u7684\u5b57\u7b26\u4e32\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">s_utf8 = s_gbk.decode(&#39;gbk&#39;)<\/p>\n<p>print(s_utf8)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>3. \u6ce8\u610f\u4e8b\u9879<\/h3>\n<\/p>\n<p><p>\u5728\u4f7f\u7528<code>str.encode()<\/code>\u548c<code>bytes.decode()<\/code>\u65b9\u6cd5\u65f6\uff0c\u9700\u8981\u6ce8\u610f\u4ee5\u4e0b\u51e0\u70b9\uff1a<\/p>\n<\/p>\n<ul>\n<li>\u786e\u4fdd\u6307\u5b9a\u7684\u7f16\u7801\u683c\u5f0f\u662f\u6709\u6548\u7684\uff0c\u5426\u5219\u4f1a\u5f15\u53d1<code>LookupError<\/code>\u3002<\/li>\n<li>\u5982\u679c\u5b57\u8282\u5e8f\u5217\u4e2d\u5305\u542b\u65e0\u6cd5\u89e3\u7801\u7684\u5b57\u7b26\uff0c\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f1a\u5f15\u53d1<code>UnicodeDecodeError<\/code>\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e<code>errors<\/code>\u53c2\u6570\u6765\u5ffd\u7565\u6216\u66ff\u6362\u8fd9\u4e9b\u5b57\u7b26\u3002<\/li>\n<\/ul>\n<p><h2>\u4e8c\u3001\u4f7f\u7528 <code>codecs<\/code> \u6a21\u5757<\/h2>\n<\/p>\n<p><p><code>codecs<\/code>\u6a21\u5757\u63d0\u4f9b\u4e86\u4e00\u7ec4\u7528\u4e8e\u7f16\u7801\u8f6c\u6362\u7684\u5de5\u5177\u51fd\u6570\uff0c\u53ef\u4ee5\u66f4\u52a0\u7075\u6d3b\u5730\u5904\u7406\u7f16\u7801\u8f6c\u6362\u95ee\u9898\u3002\u5e38\u7528\u7684\u51fd\u6570\u5305\u62ec<code>codecs.encode()<\/code>\u548c<code>codecs.decode()<\/code>\u3002<\/p>\n<\/p>\n<p><h3>1. \u4f7f\u7528 <code>codecs.encode()<\/code> \u65b9\u6cd5<\/h3>\n<\/p>\n<p><p><code>codecs.encode()<\/code>\u65b9\u6cd5\u7528\u4e8e\u5c06\u5b57\u7b26\u4e32\u7f16\u7801\u4e3a\u6307\u5b9a\u7f16\u7801\u683c\u5f0f\u7684\u5b57\u8282\u5e8f\u5217\u3002\u5176\u8bed\u6cd5\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">codecs.encode(input, encoding=&#39;utf-8&#39;, errors=&#39;strict&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ul>\n<li><code>input<\/code>\uff1a\u8981\u7f16\u7801\u7684\u5b57\u7b26\u4e32\u3002<\/li>\n<li><code>encoding<\/code>\uff1a\u6307\u5b9a\u7f16\u7801\u683c\u5f0f\uff0c\u9ed8\u8ba4\u503c\u4e3a&#39;utf-8&#39;\u3002<\/li>\n<li><code>errors<\/code>\uff1a\u6307\u5b9a\u9519\u8bef\u5904\u7406\u65b9\u5f0f\uff0c\u9ed8\u8ba4\u503c\u4e3a&#39;strict&#39;\uff0c\u53ef\u4ee5\u9009\u62e9&#39;ignore&#39;\u3001&#39;replace&#39;\u7b49\u3002<\/li>\n<\/ul>\n<p><p>\u4f8b\u5982\uff0c\u5c06\u4e00\u4e2a\u5b57\u7b26\u4e32\u8f6c\u6362\u4e3aGBK\u7f16\u7801\u683c\u5f0f\u7684\u5b57\u8282\u5e8f\u5217\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import codecs<\/p>\n<p>s = &quot;\u4f60\u597d\uff0c\u4e16\u754c\uff01&quot;<\/p>\n<p>s_gbk = codecs.encode(s, &#39;gbk&#39;)<\/p>\n<p>print(s_gbk)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>2. \u4f7f\u7528 <code>codecs.decode()<\/code> \u65b9\u6cd5<\/h3>\n<\/p>\n<p><p><code>codecs.decode()<\/code>\u65b9\u6cd5\u7528\u4e8e\u5c06\u5b57\u8282\u5e8f\u5217\u89e3\u7801\u4e3a\u6307\u5b9a\u7f16\u7801\u683c\u5f0f\u7684\u5b57\u7b26\u4e32\u3002\u5176\u8bed\u6cd5\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">codecs.decode(input, encoding=&#39;utf-8&#39;, errors=&#39;strict&#39;)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ul>\n<li><code>input<\/code>\uff1a\u8981\u89e3\u7801\u7684\u5b57\u8282\u5e8f\u5217\u3002<\/li>\n<li><code>encoding<\/code>\uff1a\u6307\u5b9a\u7f16\u7801\u683c\u5f0f\uff0c\u9ed8\u8ba4\u503c\u4e3a&#39;utf-8&#39;\u3002<\/li>\n<li><code>errors<\/code>\uff1a\u6307\u5b9a\u9519\u8bef\u5904\u7406\u65b9\u5f0f\uff0c\u9ed8\u8ba4\u503c\u4e3a&#39;strict&#39;\uff0c\u53ef\u4ee5\u9009\u62e9&#39;ignore&#39;\u3001&#39;replace&#39;\u7b49\u3002<\/li>\n<\/ul>\n<p><p>\u4f8b\u5982\uff0c\u5c06\u4e0a\u9762\u8f6c\u6362\u540e\u7684GBK\u7f16\u7801\u683c\u5f0f\u7684\u5b57\u8282\u5e8f\u5217\u89e3\u7801\u4e3aUTF-8\u7f16\u7801\u683c\u5f0f\u7684\u5b57\u7b26\u4e32\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">s_utf8 = codecs.decode(s_gbk, &#39;gbk&#39;)<\/p>\n<p>print(s_utf8)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>3. \u4f7f\u7528 <code>codecs.open()<\/code> \u65b9\u6cd5<\/h3>\n<\/p>\n<p><p><code>codecs.open()<\/code>\u65b9\u6cd5\u7528\u4e8e\u4ee5\u6307\u5b9a\u7f16\u7801\u683c\u5f0f\u6253\u5f00\u6587\u4ef6\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u8fdb\u884c\u6587\u4ef6\u7684\u7f16\u7801\u8f6c\u6362\u3002\u5176\u8bed\u6cd5\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">codecs.open(filename, mode=&#39;r&#39;, encoding=None, errors=&#39;strict&#39;, buffering=-1)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ul>\n<li><code>filename<\/code>\uff1a\u8981\u6253\u5f00\u7684\u6587\u4ef6\u540d\u3002<\/li>\n<li><code>mode<\/code>\uff1a\u6587\u4ef6\u6253\u5f00\u6a21\u5f0f\uff0c\u9ed8\u8ba4\u503c\u4e3a&#39;r&#39;\u3002<\/li>\n<li><code>encoding<\/code>\uff1a\u6307\u5b9a\u7f16\u7801\u683c\u5f0f\uff0c\u9ed8\u8ba4\u503c\u4e3aNone\u3002<\/li>\n<li><code>errors<\/code>\uff1a\u6307\u5b9a\u9519\u8bef\u5904\u7406\u65b9\u5f0f\uff0c\u9ed8\u8ba4\u503c\u4e3a&#39;strict&#39;\uff0c\u53ef\u4ee5\u9009\u62e9&#39;ignore&#39;\u3001&#39;replace&#39;\u7b49\u3002<\/li>\n<li><code>buffering<\/code>\uff1a\u6307\u5b9a\u7f13\u51b2\u533a\u5927\u5c0f\uff0c\u9ed8\u8ba4\u503c\u4e3a-1\u3002<\/li>\n<\/ul>\n<p><p>\u4f8b\u5982\uff0c\u5c06\u4e00\u4e2aUTF-8\u7f16\u7801\u683c\u5f0f\u7684\u6587\u4ef6\u8f6c\u6362\u4e3aGBK\u7f16\u7801\u683c\u5f0f\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import codecs<\/p>\n<p>with codecs.open(&#39;utf8_file.txt&#39;, &#39;r&#39;, &#39;utf-8&#39;) as f:<\/p>\n<p>    content = f.read()<\/p>\n<p>with codecs.open(&#39;gbk_file.txt&#39;, &#39;w&#39;, &#39;gbk&#39;) as f:<\/p>\n<p>    f.write(content)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h2>\u4e09\u3001\u4f7f\u7528 <code>pandas<\/code> \u5e93<\/h2>\n<\/p>\n<p><p><code>pandas<\/code>\u5e93\u662fPython\u4e2d\u5e38\u7528\u7684\u6570\u636e\u5206\u6790\u5e93\uff0c\u63d0\u4f9b\u4e86\u65b9\u4fbf\u7684\u6587\u4ef6\u8bfb\u53d6\u548c\u5199\u5165\u51fd\u6570\uff0c\u53ef\u4ee5\u65b9\u4fbf\u5730\u8fdb\u884c\u6587\u4ef6\u7684\u7f16\u7801\u8f6c\u6362\u3002\u5e38\u7528\u7684\u51fd\u6570\u5305\u62ec<code>pandas.read_csv()<\/code>\u548c<code>pandas.to_csv()<\/code>\u3002<\/p>\n<\/p>\n<p><h3>1. \u4f7f\u7528 <code>pandas.read_csv()<\/code> \u65b9\u6cd5<\/h3>\n<\/p>\n<p><p><code>pandas.read_csv()<\/code>\u65b9\u6cd5\u7528\u4e8e\u8bfb\u53d6CSV\u6587\u4ef6\uff0c\u53ef\u4ee5\u6307\u5b9a\u6587\u4ef6\u7684\u7f16\u7801\u683c\u5f0f\u3002\u5176\u8bed\u6cd5\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">pandas.read_csv(filepath_or_buffer, encoding=None, ...)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ul>\n<li><code>filepath_or_buffer<\/code>\uff1a\u8981\u8bfb\u53d6\u7684\u6587\u4ef6\u8def\u5f84\u6216\u7f13\u51b2\u533a\u3002<\/li>\n<li><code>encoding<\/code>\uff1a\u6307\u5b9a\u6587\u4ef6\u7684\u7f16\u7801\u683c\u5f0f\uff0c\u9ed8\u8ba4\u503c\u4e3aNone\u3002<\/li>\n<\/ul>\n<p><p>\u4f8b\u5982\uff0c\u8bfb\u53d6\u4e00\u4e2aGBK\u7f16\u7801\u683c\u5f0f\u7684CSV\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">import pandas as pd<\/p>\n<p>df = pd.read_csv(&#39;gbk_file.csv&#39;, encoding=&#39;gbk&#39;)<\/p>\n<p>print(df)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>2. \u4f7f\u7528 <code>pandas.to_csv()<\/code> \u65b9\u6cd5<\/h3>\n<\/p>\n<p><p><code>pandas.to_csv()<\/code>\u65b9\u6cd5\u7528\u4e8e\u5c06DataFrame\u5199\u5165CSV\u6587\u4ef6\uff0c\u53ef\u4ee5\u6307\u5b9a\u6587\u4ef6\u7684\u7f16\u7801\u683c\u5f0f\u3002\u5176\u8bed\u6cd5\u5982\u4e0b\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">DataFrame.to_csv(path_or_buf=None, encoding=None, ...)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<ul>\n<li><code>path_or_buf<\/code>\uff1a\u8981\u5199\u5165\u7684\u6587\u4ef6\u8def\u5f84\u6216\u7f13\u51b2\u533a\uff0c\u9ed8\u8ba4\u503c\u4e3aNone\u3002<\/li>\n<li><code>encoding<\/code>\uff1a\u6307\u5b9a\u6587\u4ef6\u7684\u7f16\u7801\u683c\u5f0f\uff0c\u9ed8\u8ba4\u503c\u4e3aNone\u3002<\/li>\n<\/ul>\n<p><p>\u4f8b\u5982\uff0c\u5c06\u4e0a\u9762\u8bfb\u53d6\u7684DataFrame\u8f6c\u6362\u4e3aUTF-8\u7f16\u7801\u683c\u5f0f\u7684CSV\u6587\u4ef6\uff1a<\/p>\n<\/p>\n<p><pre><code class=\"language-python\">df.to_csv(&#39;utf8_file.csv&#39;, encoding=&#39;utf-8&#39;, index=False)<\/p>\n<p><\/code><\/pre>\n<\/p>\n<p><h3>3. \u6ce8\u610f\u4e8b\u9879<\/h3>\n<\/p>\n<p><p>\u5728\u4f7f\u7528<code>pandas<\/code>\u5e93\u8fdb\u884c\u7f16\u7801\u8f6c\u6362\u65f6\uff0c\u9700\u8981\u6ce8\u610f\u4ee5\u4e0b\u51e0\u70b9\uff1a<\/p>\n<\/p>\n<ul>\n<li>\u786e\u4fdd\u6307\u5b9a\u7684\u7f16\u7801\u683c\u5f0f\u662f\u6709\u6548\u7684\uff0c\u5426\u5219\u4f1a\u5f15\u53d1<code>LookupError<\/code>\u3002<\/li>\n<li>\u5982\u679c\u6587\u4ef6\u4e2d\u5305\u542b\u65e0\u6cd5\u89e3\u7801\u7684\u5b57\u7b26\uff0c\u9ed8\u8ba4\u60c5\u51b5\u4e0b\u4f1a\u5f15\u53d1<code>UnicodeDecodeError<\/code>\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bbe\u7f6e<code>errors<\/code>\u53c2\u6570\u6765\u5ffd\u7565\u6216\u66ff\u6362\u8fd9\u4e9b\u5b57\u7b26\u3002<\/li>\n<\/ul>\n<p><h2>\u56db\u3001\u603b\u7ed3<\/h2>\n<\/p>\n<p><p>\u5728Python\u4e2d\u8fdb\u884c\u7f16\u7801\u8f6c\u6362\u6709\u591a\u79cd\u65b9\u6cd5\u53ef\u4ee5\u9009\u62e9\uff0c\u5305\u62ec\u4f7f\u7528<code>str.encode()<\/code>\u548c<code>bytes.decode()<\/code>\u65b9\u6cd5\u3001\u4f7f\u7528<code>codecs<\/code>\u6a21\u5757\u3001\u4f7f\u7528<code>pandas<\/code>\u5e93\u7b49\u3002\u4e0d\u540c\u7684\u65b9\u6cd5\u6709\u4e0d\u540c\u7684\u9002\u7528\u573a\u666f\u548c\u6ce8\u610f\u4e8b\u9879\u3002\u5728\u5b9e\u9645\u5e94\u7528\u4e2d\uff0c\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u9700\u6c42\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\u8fdb\u884c\u7f16\u7801\u8f6c\u6362\u3002<\/p>\n<\/p>\n<p><p><strong>\u4f7f\u7528<code>str.encode()<\/code>\u548c<code>bytes.decode()<\/code>\u65b9\u6cd5\u662f\u6700\u5e38\u7528\u7684\u65b9\u5f0f\uff0c\u9002\u7528\u4e8e\u7b80\u5355\u7684\u7f16\u7801\u8f6c\u6362\u3002<\/strong> <strong><code>codecs<\/code>\u6a21\u5757\u63d0\u4f9b\u4e86\u66f4\u52a0\u7075\u6d3b\u7684\u5de5\u5177\u51fd\u6570\uff0c\u9002\u7528\u4e8e\u590d\u6742\u7684\u7f16\u7801\u8f6c\u6362\u9700\u6c42\u3002<\/strong> <strong><code>pandas<\/code>\u5e93\u5219\u9002\u7528\u4e8e\u5904\u7406CSV\u6587\u4ef6\u7684\u7f16\u7801\u8f6c\u6362\u3002<\/strong><\/p>\n<\/p>\n<p><p>\u5e0c\u671b\u672c\u6587\u5bf9\u60a8\u4e86\u89e3Python\u4e2d\u7684\u7f16\u7801\u8f6c\u6362\u6709\u6240\u5e2e\u52a9\u3002\u5982\u679c\u60a8\u6709\u4efb\u4f55\u7591\u95ee\u6216\u5efa\u8bae\uff0c\u6b22\u8fce\u5728\u8bc4\u8bba\u533a\u7559\u8a00\u3002<\/p>\n<\/p>\n<h2><strong>\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n<p> <strong>\u5982\u4f55\u5728Python\u4e2d\u68c0\u6d4b\u6587\u4ef6\u7684\u7f16\u7801\u683c\u5f0f\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528<code>chardet<\/code>\u5e93\u6765\u68c0\u6d4b\u6587\u4ef6\u7684\u7f16\u7801\u683c\u5f0f\u3002\u9996\u5148\uff0c\u901a\u8fc7<code>pip install chardet<\/code>\u5b89\u88c5\u8be5\u5e93\u3002\u7136\u540e\uff0c\u6253\u5f00\u6587\u4ef6\u5e76\u8bfb\u53d6\u5185\u5bb9\uff0c\u4f7f\u7528<code>chardet.detect()<\/code>\u51fd\u6570\u53ef\u4ee5\u8fd4\u56de\u4e00\u4e2a\u5b57\u5178\uff0c\u5176\u4e2d\u5305\u542b\u6587\u4ef6\u7684\u7f16\u7801\u548c\u53ef\u4fe1\u5ea6\u3002\u4f8b\u5982\uff1a<\/p>\n<pre><code class=\"language-python\">import chardet\n\nwith open(&#39;yourfile.txt&#39;, &#39;rb&#39;) as f:\n    result = chardet.detect(f.read())\n    print(result[&#39;encoding&#39;])\n<\/code><\/pre>\n<p>\u8fd9\u5c06\u5e2e\u52a9\u4f60\u8bc6\u522b\u6587\u4ef6\u7684\u7f16\u7801\u683c\u5f0f\uff0c\u4ece\u800c\u8fdb\u884c\u540e\u7eed\u7684\u8f6c\u6362\u3002<\/p>\n<p><strong>Python\u4e2d\u5982\u4f55\u5c06\u5b57\u7b26\u4e32\u4ece\u4e00\u79cd\u7f16\u7801\u8f6c\u6362\u4e3a\u53e6\u4e00\u79cd\u7f16\u7801\uff1f<\/strong><br \/>\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u5b57\u7b26\u4e32\u7684<code>encode()<\/code>\u548c<code>decode()<\/code>\u65b9\u6cd5\u6765\u8fdb\u884c\u7f16\u7801\u8f6c\u6362\u3002\u9996\u5148\uff0c\u5c06\u5b57\u7b26\u4e32\u7f16\u7801\u4e3a\u5b57\u8282\u6d41\uff0c\u7136\u540e\u518d\u5c06\u5176\u89e3\u7801\u4e3a\u76ee\u6807\u7f16\u7801\u3002\u4f8b\u5982\uff0c\u5982\u679c\u4f60\u60f3\u5c06UTF-8\u7f16\u7801\u7684\u5b57\u7b26\u4e32\u8f6c\u6362\u4e3aISO-8859-1\u7f16\u7801\uff0c\u53ef\u4ee5\u8fd9\u6837\u64cd\u4f5c\uff1a<\/p>\n<pre><code class=\"language-python\">original_string = &quot;\u4f60\u597d&quot;\n# \u5c06\u5b57\u7b26\u4e32\u7f16\u7801\u4e3aUTF-8\nencoded_string = original_string.encode(&#39;utf-8&#39;)\n# \u5c06\u5176\u89e3\u7801\u4e3aISO-8859-1\nconverted_string = encoded_string.decode(&#39;utf-8&#39;).encode(&#39;ISO-8859-1&#39;, errors=&#39;ignore&#39;).decode(&#39;ISO-8859-1&#39;)\nprint(converted_string)\n<\/code><\/pre>\n<p>\u8fd9\u79cd\u65b9\u6cd5\u5141\u8bb8\u4f60\u5728\u4e0d\u540c\u7684\u7f16\u7801\u4e4b\u95f4\u8fdb\u884c\u8f6c\u6362\u3002<\/p>\n<p><strong>\u8f6c\u6362\u7f16\u7801\u683c\u5f0f\u65f6\u5e38\u89c1\u7684\u9519\u8bef\u6709\u54ea\u4e9b\uff1f<\/strong><br \/>\u5728\u8fdb\u884c\u7f16\u7801\u683c\u5f0f\u8f6c\u6362\u65f6\uff0c\u53ef\u80fd\u4f1a\u9047\u5230\u4e00\u4e9b\u5e38\u89c1\u9519\u8bef\u3002\u4f8b\u5982\uff0c\u5b57\u7b26\u4e0d\u80fd\u5728\u76ee\u6807\u7f16\u7801\u4e2d\u8868\u793a\uff0c\u53ef\u80fd\u5bfc\u81f4<code>UnicodeEncodeError<\/code>\u3002\u4e3a\u907f\u514d\u8fd9\u79cd\u60c5\u51b5\uff0c\u53ef\u4ee5\u5728\u7f16\u7801\u65f6\u4f7f\u7528<code>errors=&#39;ignore&#39;<\/code>\u6216\u8005<code>errors=&#39;replace&#39;<\/code>\u53c2\u6570\uff0c\u8fd9\u6837\u5728\u9047\u5230\u65e0\u6cd5\u7f16\u7801\u7684\u5b57\u7b26\u65f6\uff0c\u4f1a\u5ffd\u7565\u6216\u66ff\u6362\u5b83\u4eec\u3002\u6b64\u5916\uff0c\u8fd8\u9700\u8981\u786e\u4fdd\u6e90\u6587\u4ef6\u548c\u76ee\u6807\u6587\u4ef6\u7684\u7f16\u7801\u683c\u5f0f\u5339\u914d\uff0c\u907f\u514d\u4f7f\u7528\u4e0d\u517c\u5bb9\u7684\u7f16\u7801\u8fdb\u884c\u5904\u7406\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"Python\u4e2d\u5982\u4f55\u628a\u8f6c\u6362\u7f16\u7801\u683c\u5f0f\uff0c\u53ef\u4ee5\u901a\u8fc7\u4ee5\u4e0b\u51e0\u79cd\u65b9\u6cd5\u5b9e\u73b0\uff1a\u4f7f\u7528str.encode()\u548cbytes.deco [&hellip;]","protected":false},"author":3,"featured_media":1038969,"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\/1038966"}],"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=1038966"}],"version-history":[{"count":"1","href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1038966\/revisions"}],"predecessor-version":[{"id":1038970,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/posts\/1038966\/revisions\/1038970"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media\/1038969"}],"wp:attachment":[{"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/media?parent=1038966"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/categories?post=1038966"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/docs.pingcode.com\/wp-json\/wp\/v2\/tags?post=1038966"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}