{"id":12694,"date":"2023-01-10T16:10:38","date_gmt":"2023-01-10T08:10:38","guid":{"rendered":"https:\/\/docs.pingcode.com\/?p=12694"},"modified":"2023-01-10T16:10:41","modified_gmt":"2023-01-10T08:10:41","slug":"python%e7%ac%ac%e4%b8%89%e6%96%b9%e5%ba%93%e6%9c%89%e5%93%aa%e4%ba%9b","status":"publish","type":"post","link":"https:\/\/docs.pingcode.com\/ask\/12694.html","title":{"rendered":"python\u7b2c\u4e09\u65b9\u5e93\u6709\u54ea\u4e9b"},"content":{"rendered":"\n<blockquote class=\"wp-block-quote\">\n<p>python\u7b2c\u4e09\u65b9\u5e93\u6709\uff1a1. \u7f51\u7edc\u722c\u866b\uff1b2. \u81ea\u52a8\u5316\uff1b3. \u6570\u636e\u5206\u6790\u53ca\u53ef\u89c6\u5316\uff1b4. WEB\u5f00\u53d1\uff1b5. <a href=\"https:\/\/docs.pingcode.com\/ask\/59192.html\" target=\"_blank\">\u673a\u5668\u5b66\u4e60<\/a>\u3002\u5176\u4e2d\uff0crequests-\u5bf9HTTP\u534f\u8bae\u8fdb\u884c\u9ad8\u5ea6\u5c01\u88c5\uff0c\u652f\u6301\u975e\u5e38\u4e30\u5bcc\u7684\u94fe\u63a5\u8bbf\u95ee\u529f\u80fd\u3002PySpider-\u4e00\u4e2a\u56fd\u4eba\u7f16\u5199\u7684\u5f3a\u5927\u7684\u7f51\u7edc\u722c\u866b\u7cfb\u7edf\u5e76\u5e26\u6709\u5f3a\u5927\u7684WebUI\u3002<\/p>\n<\/blockquote>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img fetchpriority=\"high\" decoding=\"async\" width=\"680\" height=\"421\" src=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2023\/01\/\u9ed8\u8ba4\u6807\u9898__2023-01-09-17_13_57.png?x-oss-process=image\/auto-orient,1\/format,webp\" alt=\"\" class=\"wp-image-12695\" srcset=\"https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2023\/01\/\u9ed8\u8ba4\u6807\u9898__2023-01-09-17_13_57.png 680w, https:\/\/cdn-docs.pingcode.com\/wp-content\/uploads\/2023\/01\/\u9ed8\u8ba4\u6807\u9898__2023-01-09-17_13_57-300x186.png 300w\" sizes=\"(max-width: 680px) 100vw, 680px\" \/><\/figure><\/div>\n\n\n<h2 class=\"wp-block-heading\"><strong>\u4e00\u3001python\u7b2c\u4e09\u65b9\u5e93<\/strong><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>1. <\/strong><strong>\u7f51\u7edc\u722c\u866b<\/strong><\/h3>\n\n\n\n<p>requests-\u5bf9HTTP\u534f\u8bae\u8fdb\u884c\u9ad8\u5ea6\u5c01\u88c5\uff0c\u652f\u6301\u975e\u5e38\u4e30\u5bcc\u7684\u94fe\u63a5\u8bbf\u95ee\u529f\u80fd\u3002<\/p>\n\n\n\n<p>PySpider-\u4e00\u4e2a\u56fd\u4eba\u7f16\u5199\u7684\u5f3a\u5927\u7684\u7f51\u7edc\u722c\u866b\u7cfb\u7edf\u5e76\u5e26\u6709\u5f3a\u5927\u7684WebUI\u3002<\/p>\n\n\n\n<p>bs4-beautifulsoup4\u5e93\uff0c\u7528\u4e8e\u89e3\u6790\u548c\u5904\u7406HTML\u548cXML\u3002<\/p>\n\n\n\n<p>Scrapy-\u5f88\u5f3a\u5927\u7684\u722c\u866b\u6846\u67b6\uff0c\u7528\u4e8e\u6293\u53d6\u7f51\u7ad9\u5e76\u4ece\u5176\u9875\u9762\u4e2d\u63d0\u53d6\u7ed3\u6784\u5316\u6570\u636e\u3002\u53ef\u7528\u4e8e\u4ece\u6570\u636e\u6316\u6398\u5230\u76d1\u63a7\u548c\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684\u5404\u79cd\u7528\u9014<\/p>\n\n\n\n<p>Crawley-\u9ad8\u901f\u722c\u53d6\u5bf9\u5e94\u7f51\u7ad9\u7684\u5185\u5bb9\uff0c\u652f\u6301\u5173\u7cfb\u548c\u975e\u5173\u7cfb\u6570\u636e\u5e93\uff0c\u6570\u636e\u53ef\u4ee5\u5bfc\u51fa\u4e3aJSON\u3001XML\u7b49<\/p>\n\n\n\n<p>Portia-\u53ef\u89c6\u5316\u722c\u53d6\u7f51\u9875\u5185\u5bb9<\/p>\n\n\n\n<p>cola-\u5206\u5e03\u5f0f\u722c\u866b\u6846\u67b6<\/p>\n\n\n\n<p>newspaper-\u63d0\u53d6\u65b0\u95fb\u3001\u6587\u7ae0\u4ee5\u53ca\u5185\u5bb9\u5206\u6790<\/p>\n\n\n\n<p>lxml-lxml\u662fpython\u7684\u4e00\u4e2a\u89e3\u6790\u5e93\uff0c\u8fd9\u4e2a\u5e93\u652f\u6301HTML\u548cxml\u7684\u89e3\u6790\uff0c\u652f\u6301XPath\u7684\u89e3\u6790\u65b9\u5f0f<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>2. <\/strong><strong>\u81ea\u52a8\u5316<\/strong><\/h3>\n\n\n\n<p>XlsxWriter-\u64cd\u4f5cExcel\u5de5\u4f5c\u8868\u7684\u6587\u5b57\uff0c\u6570\u5b57\uff0c\u516c\u5f0f\uff0c\u56fe\u8868\u7b49<\/p>\n\n\n\n<p>win32com-\u6709\u5173Windows\u7cfb\u7edf\u64cd\u4f5c\u3001Office\uff08Word\u3001Excel\u7b49\uff09\u6587\u4ef6\u8bfb\u5199\u7b49\u7684\u7efc\u5408\u5e94\u7528\u5e93<\/p>\n\n\n\n<p>pymysql-\u64cd\u4f5cMySQL\u6570\u636e\u5e93<\/p>\n\n\n\n<p>pymongo-\u628a\u6570\u636e\u5199\u5165MongoDB<\/p>\n\n\n\n<p>smtplib-\u53d1\u9001\u7535\u5b50\u90ae\u4ef6\u6a21\u5757<\/p>\n\n\n\n<p>selenium-\u4e00\u4e2a\u8c03\u7528\u6d4f\u89c8\u5668\u7684driver\uff0c\u901a\u8fc7\u8fd9\u4e2a\u5e93\u53ef\u4ee5\u76f4\u63a5\u8c03\u7528\u6d4f\u89c8\u5668\u5b8c\u6210\u67d0\u4e9b\u64cd\u4f5c\uff0c\u6bd4\u5982\u8f93\u5165\u9a8c\u8bc1\u7801\uff0c\u5e38\u7528\u6765\u8fdb\u884c\u6d4f\u89c8\u5668\u7684\u81ea\u52a8\u5316\u5de5\u4f5c\u3002<\/p>\n\n\n\n<p>pdfminer-\u4e00\u4e2a\u53ef\u4ee5\u4ecePDF\u6587\u6863\u4e2d\u63d0\u53d6\u5404\u7c7b\u4fe1\u606f\u7684\u7b2c\u4e09\u65b9\u5e93\u3002\u4e0e\u5176\u4ed6PDF\u76f8\u5173\u7684\u5de5\u5177\u4e0d\u540c\uff0c\u5b83\u80fd\u591f\u5b8c\u5168\u83b7\u53d6\u5e76\u5206\u6790 P D F \u7684\u6587\u672c\u6570\u636e<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>3. <\/strong><strong>\u6570\u636e\u5206\u6790\u53ca\u53ef\u89c6\u5316<\/strong><\/h3>\n\n\n\n<p>matplotlib-Matplotlib \u662f\u4e00\u4e2a Python 2D \u7ed8\u56fe\u5e93\uff0c\u53ef\u4ee5\u751f\u6210\u5404\u79cd\u53ef\u7528\u4e8e\u51fa\u7248\u54c1\u8d28\u7684\u786c\u62f7\u8d1d\u683c\u5f0f\u548c\u8de8\u5e73\u53f0\u4ea4\u4e92\u5f0f\u73af\u5883\u6570\u636e\u3002Matplotlib \u53ef\u7528\u4e8e Python \u811a\u672c\uff0cPython \u548c IPython shell\uff08\u4f8b\u5982 MATLAB \u6216 Mathematica\uff09\uff0cWeb \u5e94\u7528\u7a0b\u5e8f\u670d\u52a1\u5668\u548c\u5404\u79cd\u56fe\u5f62\u7528\u6237\u754c\u9762\u5de5\u5177\u5305\u3002\u201d<\/p>\n\n\n\n<p>numpy-NumPy \u662f\u4f7f\u7528 Python \u8fdb\u884c\u79d1\u5b66\u8ba1\u7b97\u6240\u9700\u7684\u57fa\u7840\u5305\u3002\u7528\u6765\u5b58\u50a8\u548c\u5904\u7406\u5927\u578b\u77e9\u9635\uff0c\u5982\u77e9\u9635\u8fd0\u7b97\u3001\u77e2\u91cf\u5904\u7406\u3001N\u7ef4\u6570\u636e\u53d8\u6362\u7b49\u3002<\/p>\n\n\n\n<p>pyecharts-\u7528\u4e8e\u751f\u6210 Echarts \u56fe\u8868\u7684\u7c7b\u5e93<\/p>\n\n\n\n<p>pandas-\u4e00\u4e2a\u5f3a\u5927\u7684\u5206\u6790\u7ed3\u6784\u5316\u6570\u636e\u7684\u5de5\u5177\u96c6\uff0c\u57fa\u4e8enumpy\u6269\u5c55\u800c\u6765\uff0c\u63d0\u4f9b\u4e86\u4e00\u6279\u6807\u51c6\u7684\u6570\u636e\u6a21\u578b\u548c\u5927\u91cf\u4fbf\u6377\u5904\u7406\u6570\u636e\u7684\u51fd\u6570\u548c\u65b9\u6cd5\u3002<\/p>\n\n\n\n<p>Scipy: \u57fa\u4e8ePython\u7684matlab\u5b9e\u73b0\uff0c\u65e8\u5728\u5b9e\u73b0matlab\u7684\u6240\u6709\u529f\u80fd\uff0c\u5728numpy\u5e93\u7684\u57fa\u7840\u4e0a\u589e\u52a0\u4e86\u4f17\u591a\u7684\u6570\u5b66\u3001\u79d1\u5b66\u4ee5\u53ca\u5de5\u7a0b\u8ba1\u7b97\u4e2d\u5e38\u7528\u7684\u5e93\u51fd\u6570\u3002<\/p>\n\n\n\n<p>Plotly-Plotly\u63d0\u4f9b\u7684\u56fe\u5f62\u5e93\u53ef\u4ee5\u8fdb\u884c\u5728\u7ebfWEB\u4ea4\u4e92\uff0c\u5e76\u63d0\u4f9b\u5177\u6709\u51fa\u7248\u54c1\u8d28\u7684\u56fe\u5f62\uff0c\u652f\u6301\u7ebf\u56fe\u3001\u6563\u70b9\u56fe\u3001\u533a\u57df\u56fe\u3001\u6761\u5f62\u56fe\u3001\u8bef\u5dee\u6761\u3001\u6846\u56fe\u3001\u76f4\u65b9\u56fe\u3001\u70ed\u56fe\u3001\u5b50\u56fe\u3001\u591a\u8f74\u3001\u6781\u5750\u6807\u56fe\u3001\u6c14\u6ce1\u56fe\u3001\u73ab\u7470\u56fe\u3001\u70ed\u529b\u56fe\u3001\u6f0f\u6597\u56fe\u7b49\u4f17\u591a\u56fe\u5f62<\/p>\n\n\n\n<p>wordcloud-\u8bcd\u4e91\u751f\u6210\u5668<\/p>\n\n\n\n<p>jieba-\u4e2d\u6587\u5206\u8bcd\u6a21\u5757<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>4. WEB<\/strong><strong>\u5f00\u53d1<\/strong><\/h3>\n\n\n\n<p>Django-\u4e00\u4e2a\u5f00\u653e\u6e90\u4ee3\u7801\u7684Web\u5e94\u7528\u6846\u67b6\uff0c\u7531Python\u5199\u6210\u3002 \u662fPython\u751f\u6001\u4e2d\u6700\u6d41\u884c\u7684\u5f00\u6e90Web\u5e94\u7528\u6846\u67b6\uff0cDjango\u91c7\u7528\u6a21\u578b\u3001\u6a21\u677f\u548c\u89c6\u56fe\u7684\u7f16\u5199\u6a21\u5f0f\uff0c\u79f0\u4e3aMTV\u6a21\u5f0f\u3002<\/p>\n\n\n\n<p>Pyramid\u662f\u4e00\u4e2a\u901a\u7528\u3001\u5f00\u6e90\u7684Python Web\u5e94\u7528\u7a0b\u5e8f\u5f00\u53d1\u6846\u67b6\u3002\u5b83\u4e3b\u8981\u7684\u76ee\u7684\u662f\u8ba9Python\u5f00\u53d1\u8005\u66f4\u7b80\u5355\u7684\u521b\u5efaWeb\u5e94\u7528\uff0c\u76f8\u6bd4Django\uff0cPyramid\u662f\u4e00\u4e2a\u76f8\u5bf9\u5c0f\u5de7\u3001\u5feb\u901f\u3001\u7075\u6d3b\u7684\u5f00\u6e90Python Web\u6846\u67b6\u3002<\/p>\n\n\n\n<p>Tornado-\u4e00\u79cd Web \u670d\u52a1\u5668\u8f6f\u4ef6\u7684\u5f00\u6e90\u7248\u672c\u3002Tornado\u548c\u73b0\u5728\u7684\u4e3b\u6d41Web\u670d\u52a1\u5668\u6846\u67b6\uff08\u5305\u62ec\u5927\u591a\u6570Python\u7684\u6846\u67b6\uff09\u6709\u7740\u660e\u663e\u7684\u533a\u522b\uff1a\u5b83\u662f\u975e\u963b\u585e\u5f0f\u670d\u52a1\u5668\uff0c\u800c\u4e14\u901f\u5ea6\u76f8\u5f53\u5feb<\/p>\n\n\n\n<p>Flask\u662f\u8f7b\u91cf\u7ea7Web\u5e94\u7528\u6846\u67b6\uff0c\u76f8\u6bd4Django\u548cPyramid\uff0c\u5b83\u4e5f\u88ab\u79f0\u4e3a\u5fae\u6846\u67b6\u3002\u4f7f\u7528Flask\u5f00\u53d1Web\u5e94\u7528\u5341\u5206\u65b9\u4fbf\uff0c\u751a\u81f3\u51e0\u884c\u4ee3\u7801\u5373\u53ef\u5efa\u7acb\u4e00\u4e2a\u5c0f\u578b\u7f51\u7ad9\u3002Flask\u6838\u5fc3\u5341\u5206\u7b80\u5355\uff0c\u5e76\u4e0d\u76f4\u63a5\u5305\u542b\u8bf8\u5982\u6570\u636e\u5e93\u8bbf\u95ee\u7b49\u7684\u62bd\u8c61\u8bbf\u95ee\u5c42\uff0c\u800c\u662f\u901a\u8fc7\u6269\u5c55\u6a21\u5757\u5f62\u5f0f\u6765\u652f\u6301\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5. <\/strong><strong>\u673a\u5668\u5b66\u4e60<\/strong><\/h3>\n\n\n\n<p>NLTK-\u4e00\u4e2a\u81ea\u7136\u8bed\u8a00\u5904\u7406\u7684\u7b2c\u4e09\u65b9\u5e93\uff0cNLP\u9886\u57df\u4e2d\u5e38\u7528\uff0c\u53ef\u5efa\u7acb\u8bcd\u888b\u6a21\u578b\uff08\u5355\u8bcd\u8ba1\u6570\uff09\uff0c\u652f\u6301\u8bcd\u9891\u5206\u6790\uff08\u5355\u8bcd\u51fa\u73b0\u6b21\u6570\uff09\u3001\u6a21\u5f0f\u8bc6\u522b\u3001\u5173\u8054\u5206\u6790\u3001\u60c5\u611f\u5206\u6790\uff08\u8bcd\u9891\u5206\u6790+\u5ea6\u91cf\u6307\u6807\uff09\u3001\u53ef\u89c6\u5316\uff08+matploylib\u505a\u5206\u6790\u56fe\uff09\u7b49<\/p>\n\n\n\n<p>TensorFlow-\u8c37\u6b4c\u7684\u7b2c\u4e8c\u4ee3\u673a\u5668\u5b66\u4e60\u7cfb\u7edf\uff0c\u662f\u4e00\u4e2a\u4f7f\u7528\u6570\u636e\u6d41\u56fe\u8fdb\u884c\u6570\u503c\u8ba1\u7b97\u7684\u5f00\u6e90\u8f6f\u4ef6\u5e93\u3002<\/p>\n\n\n\n<p>Keras -\u662f\u4e00\u4e2a\u9ad8\u7ea7\u795e\u7ecf\u7f51\u7edc API\uff0c\u7528 Python 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