{"id":1140348,"date":"2025-01-08T22:19:55","date_gmt":"2025-01-08T14:19:55","guid":{"rendered":"https:\/\/docs.pingcode.com\/ask\/ask-ask\/1140348.html"},"modified":"2025-01-08T22:19:57","modified_gmt":"2025-01-08T14:19:57","slug":"python%e4%b8%ad%e5%a6%82%e4%bd%95%e5%9c%a8%e6%af%8f%e4%b8%80%e8%a1%8c%e5%89%8d%e9%9d%a2%e5%8a%a0","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/1140348.html","title":{"rendered":"python\u4e2d\u5982\u4f55\u5728\u6bcf\u4e00\u884c\u524d\u9762\u52a0"},"content":{"rendered":"

\"python\u4e2d\u5982\u4f55\u5728\u6bcf\u4e00\u884c\u524d\u9762\u52a0\"<\/p>\n

\u5728Python\u4e2d\uff0c\u6bcf\u4e00\u884c\u524d\u9762\u52a0\u5185\u5bb9\u7684\u65b9\u6cd5\u6709\u5f88\u591a\u79cd\uff0c\u5305\u62ec\u5b57\u7b26\u4e32\u64cd\u4f5c\u3001\u6587\u4ef6\u5904\u7406\u3001\u4ee5\u53ca\u4f7f\u7528\u5e93\u51fd\u6570\u7b49\u3002\u5e38\u89c1\u7684\u65b9\u6cd5\u6709\uff1a\u9010\u884c\u8bfb\u53d6\u6587\u4ef6\u5e76\u6dfb\u52a0\u5185\u5bb9\u3001\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u3001\u4ee5\u53ca\u5229\u7528Python\u7684\u5b57\u7b26\u4e32\u62fc\u63a5\u529f\u80fd\u7b49\u3002\u5176\u4e2d\uff0c\u9010\u884c\u8bfb\u53d6\u6587\u4ef6\u5e76\u6dfb\u52a0\u5185\u5bb9\u662f\u4e00\u79cd\u8f83\u4e3a\u76f4\u89c2\u4e14\u5e38\u7528\u7684\u65b9\u6cd5<\/strong>\u3002\u901a\u8fc7\u8fd9\u79cd\u65b9\u6cd5\uff0c\u4f60\u53ef\u4ee5\u65b9\u4fbf\u5730\u5bf9\u6bcf\u4e00\u884c\u8fdb\u884c\u5904\u7406\uff0c\u6dfb\u52a0\u6240\u9700\u7684\u5185\u5bb9\u3002<\/p>\n<\/p>\n

\u4f8b\u5982\uff0c\u5f53\u4f60\u9700\u8981\u5728\u6bcf\u4e00\u884c\u7684\u524d\u9762\u52a0\u4e0a\u884c\u53f7\u6216\u8005\u7279\u5b9a\u7684\u5b57\u7b26\u4e32\u65f6\uff0c\u53ef\u4ee5\u901a\u8fc7\u8bfb\u53d6\u6587\u4ef6\u5185\u5bb9\uff0c\u9010\u884c\u5904\u7406\u5e76\u5c06\u4fee\u6539\u540e\u7684\u5185\u5bb9\u91cd\u65b0\u5199\u56de\u6587\u4ef6\u3002\u4e0b\u9762\u6211\u4eec\u5c06\u8be6\u7ec6\u63a2\u8ba8\u5728Python\u4e2d\u5b9e\u73b0\u8fd9\u4e00\u76ee\u6807\u7684\u591a\u79cd\u65b9\u6cd5\u548c\u6ce8\u610f\u4e8b\u9879\u3002<\/p>\n<\/p>\n

\n

\u4e00\u3001\u9010\u884c\u8bfb\u53d6\u5e76\u6dfb\u52a0\u5185\u5bb9<\/h3>\n<\/p>\n

\u9010\u884c\u8bfb\u53d6\u6587\u4ef6\u5e76\u6dfb\u52a0\u5185\u5bb9\u662f\u6700\u5e38\u89c1\u7684\u65b9\u6cd5\u4e4b\u4e00\u3002\u8fd9\u79cd\u65b9\u6cd5\u7684\u4f18\u70b9\u662f\u76f4\u89c2\u3001\u5bb9\u6613\u7406\u89e3\uff0c\u5e76\u4e14\u9002\u5408\u5904\u7406\u5927\u591a\u6570\u6587\u672c\u6587\u4ef6\u3002<\/p>\n<\/p>\n

1.1 \u8bfb\u53d6\u6587\u4ef6\u5e76\u6dfb\u52a0\u884c\u53f7<\/h4>\n<\/p>\n

\u9996\u5148\uff0c\u6211\u4eec\u6765\u770b\u4e00\u4e2a\u7b80\u5355\u7684\u4f8b\u5b50\uff0c\u5982\u4f55\u5728\u6bcf\u4e00\u884c\u524d\u9762\u52a0\u4e0a\u884c\u53f7\u3002<\/p>\n<\/p>\n

def add_line_numbers(input_file, output_file):<\/p>\n
    with open(input_file, 'r') as infile, open(output_file, 'w') as outfile:<\/p>\n
        for line_number, line in enumerate(infile, start=1):<\/p>\n
            outfile.write(f'{line_number}: {line}')<\/p>\n
\u8c03\u7528\u51fd\u6570<\/strong><\/h2>\n
add_line_numbers('input.txt', 'output.txt')<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528with open<\/code>\u8bed\u53e5\u6253\u5f00\u6587\u4ef6\uff0c\u4fdd\u8bc1\u6587\u4ef6\u5728\u4f7f\u7528\u5b8c\u6bd5\u540e\u81ea\u52a8\u5173\u95ed\u3002enumerate<\/code>\u51fd\u6570\u7528\u4e8e\u4e3a\u6bcf\u4e00\u884c\u751f\u6210\u884c\u53f7\uff0c\u5e76\u901a\u8fc7\u5b57\u7b26\u4e32\u683c\u5f0f\u5316\u5c06\u884c\u53f7\u6dfb\u52a0\u5230\u6bcf\u4e00\u884c\u7684\u524d\u9762\u3002<\/p>\n<\/p>\n
1.2 \u6dfb\u52a0\u7279\u5b9a\u5b57\u7b26\u4e32<\/h4>\n<\/p>\n
\u5982\u679c\u4f60\u9700\u8981\u5728\u6bcf\u4e00\u884c\u524d\u9762\u52a0\u4e0a\u7279\u5b9a\u7684\u5b57\u7b26\u4e32\uff0c\u53ef\u4ee5\u7a0d\u5fae\u4fee\u6539\u4e00\u4e0b\u4e0a\u8ff0\u4ee3\u7801\uff1a<\/p>\n<\/p>\n
def add_prefix_to_lines(input_file, output_file, prefix):<\/p>\n
    with open(input_file, 'r') as infile, open(output_file, 'w') as outfile:<\/p>\n
        for line in infile:<\/p>\n
            outfile.write(f'{prefix}{line}')<\/p>\n
\u8c03\u7528\u51fd\u6570<\/strong><\/h2>\n
add_prefix_to_lines('input.txt', 'output.txt', 'PREFIX: ')<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u901a\u8fc7\u4f20\u9012\u4e00\u4e2aprefix<\/code>\u53c2\u6570\uff0c\u53ef\u4ee5\u5728\u6bcf\u4e00\u884c\u524d\u9762\u52a0\u4e0a\u6307\u5b9a\u7684\u5b57\u7b26\u4e32\u3002<\/p>\n<\/p>\n
\u4e8c\u3001\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f<\/h3>\n<\/p>\n
\u6b63\u5219\u8868\u8fbe\u5f0f\u662f\u4e00\u79cd\u5f3a\u5927\u7684\u6587\u672c\u5904\u7406\u5de5\u5177\uff0c\u53ef\u4ee5\u7528\u4e8e\u590d\u6742\u7684\u5b57\u7b26\u4e32\u5339\u914d\u548c\u66ff\u6362\u64cd\u4f5c\u3002<\/p>\n<\/p>\n
2.1 \u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u6dfb\u52a0\u5185\u5bb9<\/h4>\n<\/p>\n
\u5047\u8bbe\u4f60\u8981\u5728\u6bcf\u4e00\u884c\u7684\u884c\u9996\u52a0\u4e0a\u7279\u5b9a\u7684\u5b57\u7b26\uff0c\u53ef\u4ee5\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u8fdb\u884c\u5339\u914d\u548c\u66ff\u6362\uff1a<\/p>\n<\/p>\n
import re<\/p>\n
def add_prefix_with_regex(input_file, output_file, prefix):<\/p>\n
    with open(input_file, 'r') as infile:<\/p>\n
        content = infile.read()<\/p>\n
    modified_content = re.sub(r'(^|\\n)', r'\\1' + prefix, content)<\/p>\n
    with open(output_file, 'w') as outfile:<\/p>\n
        outfile.write(modified_content)<\/p>\n
\u8c03\u7528\u51fd\u6570<\/strong><\/h2>\n
add_prefix_with_regex('input.txt', 'output.txt', 'PREFIX: ')<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0cre.sub<\/code>\u51fd\u6570\u7528\u4e8e\u5c06\u6bcf\u4e00\u884c\u7684\u884c\u9996\u5339\u914d\u5e76\u66ff\u6362\u4e3a\u5e26\u6709\u524d\u7f00\u7684\u884c\u3002\u8fd9\u91cc\u7684\u6b63\u5219\u8868\u8fbe\u5f0f(^|\\n)<\/code>\u5339\u914d\u884c\u9996\u6216\u8005\u6362\u884c\u7b26\uff0cr'\\1'<\/code>\u7528\u4e8e\u4fdd\u7559\u539f\u6709\u7684\u884c\u9996\u6216\u6362\u884c\u7b26\uff0c\u5e76\u5728\u5176\u540e\u9762\u6dfb\u52a0\u524d\u7f00\u3002<\/p>\n<\/p>\n
\u4e09\u3001\u4f7f\u7528Python\u5e93\u51fd\u6570<\/h3>\n<\/p>\n
Python\u6709\u8bb8\u591a\u5185\u7f6e\u5e93\u548c\u7b2c\u4e09\u65b9\u5e93\u53ef\u4ee5\u7b80\u5316\u6587\u672c\u5904\u7406\u64cd\u4f5c\u3002\u4f8b\u5982\uff0cpandas<\/code>\u5e93\u5728\u5904\u7406\u8868\u683c\u6570\u636e\u65f6\u975e\u5e38\u65b9\u4fbf\u3002<\/p>\n<\/p>\n
3.1 \u4f7f\u7528pandas\u5904\u7406\u6587\u672c\u6587\u4ef6<\/h4>\n<\/p>\n
\u5982\u679c\u4f60\u7684\u6587\u672c\u6587\u4ef6\u662f\u7ed3\u6784\u5316\u7684\uff0c\u4f8b\u5982CSV\u6587\u4ef6\uff0c\u53ef\u4ee5\u4f7f\u7528pandas<\/code>\u5e93\u8fdb\u884c\u5904\u7406\uff1a<\/p>\n<\/p>\n
import pandas as pd<\/p>\n
def add_prefix_with_pandas(input_file, output_file, prefix):<\/p>\n
    df = pd.read_csv(input_file, header=None)<\/p>\n
    df[0] = prefix + df[0].astype(str)<\/p>\n
    df.to_csv(output_file, index=False, header=False)<\/p>\n
\u8c03\u7528\u51fd\u6570<\/strong><\/h2>\n
add_prefix_with_pandas('input.csv', 'output.csv', 'PREFIX: ')<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528pandas<\/code>\u8bfb\u53d6CSV\u6587\u4ef6\uff0c\u5e76\u5728\u7b2c\u4e00\u5217\u7684\u6bcf\u4e00\u4e2a\u503c\u524d\u9762\u52a0\u4e0a\u524d\u7f00\u3002\u7136\u540e\u5c06\u4fee\u6539\u540e\u7684\u6570\u636e\u5199\u56de\u6587\u4ef6\u3002<\/p>\n<\/p>\n
\u56db\u3001\u5904\u7406\u5927\u6587\u4ef6\u7684\u6ce8\u610f\u4e8b\u9879<\/h3>\n<\/p>\n
\u5f53\u5904\u7406\u5927\u6587\u4ef6\u65f6\uff0c\u9010\u884c\u8bfb\u53d6\u548c\u5199\u5165\u53ef\u4ee5\u907f\u514d\u5360\u7528\u8fc7\u591a\u5185\u5b58\uff0c\u4f46\u4ecd\u9700\u6ce8\u610f\u6587\u4ef6\u64cd\u4f5c\u7684\u6548\u7387\u548c\u8d44\u6e90\u7ba1\u7406<\/a>\u3002<\/p>\n<\/p>\n
4.1 \u5206\u5757\u8bfb\u53d6\u548c\u5199\u5165<\/h4>\n<\/p>\n
\u5bf9\u4e8e\u975e\u5e38\u5927\u7684\u6587\u4ef6\uff0c\u53ef\u4ee5\u8003\u8651\u5206\u5757\u8bfb\u53d6\u548c\u5199\u5165\uff1a<\/p>\n<\/p>\n
def add_prefix_to_large_file(input_file, output_file, prefix, chunk_size=1024):<\/p>\n
    with open(input_file, 'r') as infile, open(output_file, 'w') as outfile:<\/p>\n
        while True:<\/p>\n
            lines = infile.readlines(chunk_size)<\/p>\n
            if not lines:<\/p>\n
                break<\/p>\n
            for line in lines:<\/p>\n
                outfile.write(f'{prefix}{line}')<\/p>\n
\u8c03\u7528\u51fd\u6570<\/strong><\/h2>\n
add_prefix_to_large_file('large_input.txt', 'large_output.txt', 'PREFIX: ')<\/p>\n
<\/code><\/pre>\n<\/p>\n
\u5728\u8fd9\u4e2a\u4f8b\u5b50\u4e2d\uff0c\u6211\u4eec\u4f7f\u7528readlines<\/code>\u65b9\u6cd5\u6309\u5757\u8bfb\u53d6\u6587\u4ef6\u5185\u5bb9\uff0c\u4ece\u800c\u907f\u514d\u4e00\u6b21\u6027\u8bfb\u53d6\u6574\u4e2a\u6587\u4ef6\u9020\u6210\u7684\u5185\u5b58\u5360\u7528\u8fc7\u5927\u95ee\u9898\u3002<\/p>\n<\/p>\n
\u4e94\u3001\u603b\u7ed3<\/h3>\n<\/p>\n
\u5728Python\u4e2d\uff0c\u6709\u591a\u79cd\u65b9\u6cd5\u53ef\u4ee5\u5728\u6bcf\u4e00\u884c\u524d\u9762\u52a0\u4e0a\u5185\u5bb9\uff0c\u5305\u62ec\u9010\u884c\u8bfb\u53d6\u6587\u4ef6\u5e76\u6dfb\u52a0\u5185\u5bb9\u3001\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u3001\u4ee5\u53ca\u5229\u7528Python\u7684\u5e93\u51fd\u6570\u7b49\u3002\u6bcf\u79cd\u65b9\u6cd5\u90fd\u6709\u5176\u9002\u7528\u573a\u666f\u548c\u4f18\u70b9\uff0c\u9009\u62e9\u5408\u9002\u7684\u65b9\u6cd5\u53ef\u4ee5\u6839\u636e\u5177\u4f53\u9700\u6c42\u548c\u6587\u4ef6\u5927\u5c0f\u6765\u51b3\u5b9a\u3002<\/p>\n<\/p>\n
\u9010\u884c\u8bfb\u53d6\u5e76\u6dfb\u52a0\u5185\u5bb9<\/strong>\u7684\u65b9\u6cd5\u9002\u5408\u5904\u7406\u5927\u591a\u6570\u6587\u672c\u6587\u4ef6\uff0c\u64cd\u4f5c\u76f4\u89c2\u4e14\u5bb9\u6613\u7406\u89e3\uff1b\u6b63\u5219\u8868\u8fbe\u5f0f<\/strong>\u5219\u9002\u7528\u4e8e\u9700\u8981\u590d\u6742\u5339\u914d\u548c\u66ff\u6362\u7684\u573a\u666f\uff1bpandas<\/strong>\u5e93\u5728\u5904\u7406\u7ed3\u6784\u5316\u6570\u636e\u65f6\u975e\u5e38\u9ad8\u6548\uff1b\u800c\u5206\u5757\u8bfb\u53d6\u548c\u5199\u5165<\/strong>\u53ef\u4ee5\u6709\u6548\u7ba1\u7406\u8d44\u6e90\uff0c\u9002\u7528\u4e8e\u5904\u7406\u5927\u6587\u4ef6\u7684\u60c5\u51b5\u3002<\/p>\n<\/p>\n
\u901a\u8fc7\u4ee5\u4e0a\u65b9\u6cd5\uff0c\u4f60\u53ef\u4ee5\u7075\u6d3b\u5730\u5728Python\u4e2d\u5b9e\u73b0\u5bf9\u6587\u672c\u6587\u4ef6\u7684\u5904\u7406\uff0c\u5728\u6bcf\u4e00\u884c\u524d\u9762\u52a0\u4e0a\u6240\u9700\u7684\u5185\u5bb9\uff0c\u4ece\u800c\u6ee1\u8db3\u4e0d\u540c\u7684\u5e94\u7528\u9700\u6c42\u3002<\/p>\n<\/p>\n
\u76f8\u5173\u95ee\u7b54FAQs\uff1a<\/strong><\/h2>\n
 \u5982\u4f55\u5728Python\u4e2d\u4e3a\u6bcf\u4e00\u884c\u6587\u672c\u6dfb\u52a0\u7279\u5b9a\u5b57\u7b26\u6216\u5b57\u7b26\u4e32\uff1f<\/strong>
\u5728Python\u4e2d\uff0c\u53ef\u4ee5\u4f7f\u7528\u6587\u4ef6\u64cd\u4f5c\u6765\u8bfb\u53d6\u6587\u672c\u6587\u4ef6\u7684\u6bcf\u4e00\u884c\uff0c\u5e76\u4e3a\u6bcf\u4e00\u884c\u6dfb\u52a0\u7279\u5b9a\u7684\u5b57\u7b26\u6216\u5b57\u7b26\u4e32\u3002\u901a\u5e38\u7684\u65b9\u6cd5\u662f\u4f7f\u7528with open<\/code>\u8bed\u53e5\u8bfb\u53d6\u6587\u4ef6\uff0c\u9010\u884c\u5904\u7406\u540e\uff0c\u518d\u5c06\u4fee\u6539\u540e\u7684\u5185\u5bb9\u5199\u5165\u53e6\u4e00\u4e2a\u6587\u4ef6\u3002\u4f8b\u5982\uff0c\u4f7f\u7528"\\t"<\/code>\u53ef\u4ee5\u5728\u6bcf\u884c\u524d\u6dfb\u52a0\u4e00\u4e2a\u5236\u8868\u7b26\u3002<\/p>\n
\u5728Python\u4e2d\u5982\u4f55\u5904\u7406\u591a\u884c\u5b57\u7b26\u4e32\u5e76\u5728\u6bcf\u884c\u524d\u6dfb\u52a0\u5185\u5bb9\uff1f<\/strong>
\u5982\u679c\u60a8\u60f3\u5728\u591a\u884c\u5b57\u7b26\u4e32\u4e2d\u6dfb\u52a0\u5185\u5bb9\uff0c\u53ef\u4ee5\u4f7f\u7528splitlines()<\/code>\u65b9\u6cd5\u5c06\u5b57\u7b26\u4e32\u5206\u5272\u6210\u884c\uff0c\u7136\u540e\u4f7f\u7528\u5217\u8868\u63a8\u5bfc\u5f0f\u9010\u884c\u5904\u7406\u3002\u63a5\u7740\uff0c\u53ef\u4ee5\u4f7f\u7528join()<\/code>\u65b9\u6cd5\u5c06\u4fee\u6539\u540e\u7684\u884c\u91cd\u65b0\u7ec4\u5408\u6210\u4e00\u4e2a\u5b57\u7b26\u4e32\u3002\u8fd9\u6837\u53ef\u4ee5\u8f7b\u677e\u5728\u6bcf\u4e00\u884c\u524d\u6dfb\u52a0\u6240\u9700\u7684\u5b57\u7b26\u3002<\/p>\n
\u5728Python\u4e2d\u662f\u5426\u53ef\u4ee5\u4f7f\u7528\u6b63\u5219\u8868\u8fbe\u5f0f\u4e3a\u6bcf\u884c\u6dfb\u52a0\u524d\u7f00\uff1f<\/strong>
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