{"id":38401,"date":"2026-05-21T10:58:33","date_gmt":"2026-05-21T10:58:33","guid":{"rendered":"https:\/\/nodemaven.com\/?p=38401"},"modified":"2026-05-21T12:24:26","modified_gmt":"2026-05-21T12:24:26","slug":"python-web-scraping","status":"publish","type":"post","link":"https:\/\/nodemaven.com\/ru\/blog\/python-web-scraping\/","title":{"rendered":"Web Scraping with Python: The Complete Guide [2026]"},"content":{"rendered":"<p>\u0412\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433 \u043d\u0430 Python \u0434\u0430\u043b\u0435\u043a\u043e \u043f\u0440\u043e\u0434\u0432\u0438\u043d\u0443\u043b\u0441\u044f \u043e\u0442 \u043f\u0440\u043e\u0441\u0442\u044b\u0445 \u0441\u043a\u0440\u0438\u043f\u0442\u043e\u0432, \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u044e\u0449\u0438\u0445 HTML \u0441\u043e \u0441\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0442\u0440\u0430\u043d\u0438\u0446. \u0421\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435 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\u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u0431\u043e\u043b\u044c\u0448\u0435\u0433\u043e, \u0447\u0435\u043c \u043f\u0440\u043e\u0441\u0442\u043e requests \u0438 BeautifulSoup.<\/p>\n\n\n\n<p>\u0412 \u044d\u0442\u043e\u043c \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0435 \u0432\u044b \u0443\u0437\u043d\u0430\u0435\u0442\u0435, \u043a\u0430\u043a \u043d\u0430 \u0441\u0430\u043c\u043e\u043c \u0434\u0435\u043b\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433 \u043d\u0430 Python \u0432 2026 \u0433\u043e\u0434\u0443, \u043a\u0430\u043a \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0442\u044c \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433 \u043a\u0430\u043a \u0441\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445, \u0442\u0430\u043a \u0438 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0432\u0435\u0431-\u0441\u0430\u0439\u0442\u043e\u0432, \u0438 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\u043a\u043e\u043c\u043c\u0435\u0440\u0446\u0438\u0438<\/li>\n\n\n\n<li><strong>\u0413\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u044f \u043b\u0438\u0434\u043e\u0432<\/strong> \u2014 \u0441\u043e\u0431\u0435\u0440\u0438\u0442\u0435 \u0431\u0438\u0437\u043d\u0435\u0441-\u043a\u0430\u0442\u0430\u043b\u043e\u0433\u0438, \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b \u043a\u043e\u043d\u0442\u0430\u043a\u0442\u043e\u0432, \u0434\u043e\u0441\u043a\u0438 \u0432\u0430\u043a\u0430\u043d\u0441\u0438\u0439<\/li>\n\n\n\n<li><strong>\u041c\u0430\u0440\u043a\u0435\u0442\u0438\u043d\u0433\u043e\u0432\u044b\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f<\/strong> \u2014 \u0430\u0433\u0440\u0435\u0433\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043e\u0442\u0437\u044b\u0432\u044b \u043e \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0430\u0445, \u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f \u0432 \u0441\u043e\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0445 \u0441\u0435\u0442\u044f\u0445, \u043e\u0441\u0432\u0435\u0449\u0435\u043d\u0438\u0435 \u0432 \u043d\u043e\u0432\u043e\u0441\u0442\u044f\u0445<\/li>\n\n\n\n<li><strong>\u0410\u043a\u0430\u0434\u0435\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0438\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f<\/strong> \u2014 \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u043d\u0430\u0431\u043e\u0440\u044b \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0437 \u043e\u0431\u0449\u0435\u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b\u0445 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u043e\u0432 \u0434\u043b\u044f \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f NLP \u0438\u043b\u0438 ML<\/li>\n\n\n\n<li><strong>\u0414\u0430\u043d\u043d\u044b\u0435 \u043e \u043d\u0435\u0434\u0432\u0438\u0436\u0438\u043c\u043e\u0441\u0442\u0438<\/strong> \u2014 \u0441\u043e\u0431\u0438\u0440\u0430\u0442\u044c \u0441\u043f\u0438\u0441\u043a\u0438, \u0442\u0435\u043d\u0434\u0435\u043d\u0446\u0438\u0438 \u0446\u0435\u043d, \u0434\u0435\u0442\u0430\u043b\u0438 \u043e\u0431\u044a\u0435\u043a\u0442\u0430 \u043d\u0435\u0434\u0432\u0438\u0436\u0438\u043c\u043e\u0441\u0442\u0438<\/li>\n\n\n\n<li><strong>SEO-\u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433<\/strong> \u2014 \u043e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u0442\u044c \u043f\u043e\u0437\u0438\u0446\u0438\u0438, \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u0442\u044c \u0444\u0438\u0447\u0438 SERP, \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u0442\u044c \u0431\u044d\u043a\u043b\u0438\u043d\u043a\u0438<\/li>\n\n\n\n<li><strong>\u041f\u0443\u0442\u0435\u0448\u0435\u0441\u0442\u0432\u0438\u044f \u0438 \u0433\u043e\u0441\u0442\u0438\u043d\u0438\u0447\u043d\u044b\u0439 \u0431\u0438\u0437\u043d\u0435\u0441<\/strong> \u2014 \u0441\u043e\u0431\u0440\u0430\u0442\u044c \u0446\u0435\u043d\u044b \u043d\u0430 \u0430\u0432\u0438\u0430\u0431\u0438\u043b\u0435\u0442\u044b, \u043d\u0430\u043b\u0438\u0447\u0438\u0435 \u043d\u043e\u043c\u0435\u0440\u043e\u0432 \u0432 \u043e\u0442\u0435\u043b\u044f\u0445, \u043e\u0442\u0437\u044b\u0432\u044b<\/li>\n<\/ul>\n\n\n<div\n\t\t\t\n\t\t\tclass=\"so-widget-rhinocore-addons-rhino-alert-banner so-widget-rhinocore-addons-rhino-alert-banner-default-d75171398898\"\n\t\t\t\n\t\t><div class=\"rhino-widget rhino-widget--rhinocore-addons-rhino-alert-banner section-alert\"    style=\"--alert-background-color: #E6E6FF\"\n>\n            <div class=\"section-alert__icon\">\n            <img decoding=\"async\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/02\/icon-4.svg\" alt=\"\" loading=\"lazy\" width=\"64\" height=\"64\">        <\/div>\n    \n            <div class=\"section-alert__main\">\n                            <div class=\"section-alert__title\">\u041f\u043e\u043f\u0440\u043e\u0431\u0443\u0439\u0442\u0435 \u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0435 \u0438 \u043c\u043e\u0431\u0438\u043b\u044c\u043d\u044b\u0435 \u043f\u0440\u043e\u043a\u0441\u0438 \u0434\u043b\u044f Python \u0432\u0441\u0435\u0433\u043e \u0437\u0430 $3,50 \u2014 \u0432 \u043a\u043e\u043c\u043f\u043b\u0435\u043a\u0442\u0435 750 \u041c\u0411 \u0442\u0440\u0430\u0444\u0438\u043a\u0430<\/div>\n            \n                            <div class=\"section-alert__description\"><p>\u0411\u043e\u043b\u0435\u0435 30 \u043c\u043b\u043d \u043f\u0440\u0435\u0434\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043e\u0442\u0444\u0438\u043b\u044c\u0442\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 IP-\u0430\u0434\u0440\u0435\u0441\u043e\u0432 \u0441 \u0447\u0438\u0441\u0442\u044b\u043c\u0438 \u0437\u0430\u043f\u0438\u0441\u044f\u043c\u0438 95%. \u0411\u0435\u0437 \u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u043e\u043a, \u0431\u0435\u0437 \u0437\u0430\u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0430\u0434\u0440\u0435\u0441\u043e\u0432.<\/p>\n<\/div>\n                    <\/div>\n    \n            <a\n            class=\"section-alert__button b-btn b-btn--static-xl b-btn--secondary-black\"\n            href=\"https:\/\/dashboard.nodemaven.com\/accounts\/signup\/?next=\/checkout\/pag\/trial&_gl=1*lri4ul*_gcl_aw*R0NMLjE3NzkyODYzNDMuQ2p3S0NBand0N1hRQmhCa0Vpd0F0U3RwcDBSV2xNVVBsMXk5M2xzV2JJUnVkT0dPRjdDc1M4enh5X2JGb0tabEZJMGtBSXFZMHFlTVdCb0MwMzBRQXZEX0J3RQ..*_gcl_au*MTk3NzAwNDQ4My4xNzcyNDc5NzU3*_ga*MTAxNzQyMTIwOC4xNzYyODcwMDE5*_ga_33JL89XFQ5*czE3NzkzNTk0MzMkbzE4MCRnMSR0MTc3OTM2MDAxNCRqNDYkbDAkaDI1MTU5Mjk0NA..\"\n             target=\"_blank\" rel=\"noopener noreferrer\">\n            \u041f\u043e\u043f\u0440\u043e\u0431\u043e\u0432\u0430\u0442\u044c        <\/a>\n    <\/div>\n<\/div>\n\n\n<h2 class=\"wp-block-heading\">\u042f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043b\u0438 \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433 \u0437\u0430\u043a\u043e\u043d\u043d\u044b\u043c?<\/h2>\n\n\n\n<p>\u0412\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433 \u043e\u0431\u0449\u0435\u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u043d\u0430\u0445\u043e\u0434\u0438\u0442\u0441\u044f \u0432 \u044e\u0440\u0438\u0434\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \"\u0441\u0435\u0440\u043e\u0439 \u0437\u043e\u043d\u0435\", \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0432\u0430\u0440\u044c\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u044e\u0440\u0438\u0441\u0434\u0438\u043a\u0446\u0438\u0438, \u0446\u0435\u043b\u0435\u0432\u043e\u0433\u043e \u0441\u0430\u0439\u0442\u0430 \u0438 \u0441\u043f\u043e\u0441\u043e\u0431\u0430 \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u044f \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430. \u0417\u043d\u0430\u043a\u043e\u0432\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 2022 \u0433\u043e\u0434\u0430 \u043f\u043e <em>hiQ Labs \u043f\u0440\u043e\u0442\u0438\u0432 LinkedIn<\/em> (\u0414\u0435\u0432\u044f\u0442\u044b\u0439 \u043e\u043a\u0440\u0443\u0436\u043d\u043e\u0439 \u0441\u0443\u0434 \u0421\u0428\u0410) \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0434\u0438\u043b, \u0447\u0442\u043e \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433 \u043e\u0431\u0449\u0435\u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u0430\u043a \u043f\u0440\u0430\u0432\u0438\u043b\u043e, \u043d\u0435 \u043d\u0430\u0440\u0443\u0448\u0430\u0435\u0442 \u0417\u0430\u043a\u043e\u043d \u043e \u043c\u043e\u0448\u0435\u043d\u043d\u0438\u0447\u0435\u0441\u0442\u0432\u0435 \u0438 \u0437\u043b\u043e\u0443\u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u044f\u0445 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043e\u0432, \u043d\u043e \u044d\u0442\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u043d\u0435 \u0434\u0430\u0435\u0442 \u043f\u043e\u043b\u043d\u043e\u0433\u043e \u0440\u0430\u0437\u0440\u0435\u0448\u0435\u043d\u0438\u044f \u043d\u0430 \u0432\u0441\u0435.<\/p>\n\n\n\n<p><strong>\u041f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0447\u0435\u043a-\u043b\u0438\u0441\u0442 \u043f\u0435\u0440\u0435\u0434 \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u043e\u043c \u043b\u044e\u0431\u043e\u0433\u043e \u0441\u0430\u0439\u0442\u0430:<\/strong><\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>\u0420\u0430\u0437\u043b\u043e\u0436\u0438\u0442\u044c \u043d\u0430 \u043c\u043d\u043e\u0436\u0438\u0442\u0435\u043b\u0438<\/strong><\/td><td><strong>\u0427\u0442\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c<\/strong><\/td><td><strong>\u0420\u0438\u0441\u043a \u043f\u0440\u0438 \u0438\u0433\u043d\u043e\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438<\/strong><\/td><\/tr><\/thead><tbody><tr><td>robots.txt<\/td><td>\u041f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c `\/robots.txt` \u043d\u0430 \u0434\u0438\u0440\u0435\u043a\u0442\u0438\u0432\u044b Disallow<\/td><td>\u041d\u0430\u0440\u0443\u0448\u0435\u043d\u0438\u0435 \u0423\u0441\u043b\u043e\u0432\u0438\u0439 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0443\u0441\u043b\u0443\u0433, \u0433\u0440\u0430\u0436\u0434\u0430\u043d\u0441\u043a\u0438\u0439 \u0438\u0441\u043a<\/td><\/tr><tr><td>\u0423\u0441\u043b\u043e\u0432\u0438\u044f \u043e\u0431\u0441\u043b\u0443\u0436\u0438\u0432\u0430\u043d\u0438\u044f<\/td><td>\u041f\u0440\u043e\u0447\u0438\u0442\u0430\u0439\u0442\u0435 \u0423\u0441\u043b\u043e\u0432\u0438\u044f \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0443\u0441\u043b\u0443\u0433 \u2014 \u043c\u043d\u043e\u0433\u0438\u0435 \u0438\u0437 \u043d\u0438\u0445 \u044f\u0432\u043d\u043e \u0437\u0430\u043f\u0440\u0435\u0449\u0430\u044e\u0442 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0434\u043e\u0441\u0442\u0443\u043f<\/td><td>\u041d\u0430\u0440\u0443\u0448\u0435\u043d\u0438\u0435 \u0434\u043e\u0433\u043e\u0432\u043e\u0440\u0430, \u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u043a\u0430 \u0430\u043a\u043a\u0430\u0443\u043d\u0442\u0430<\/td><\/tr><tr><td>\u041f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 (GDPR\/CCPA)<\/td><td>\u041d\u0435 \u0441\u043e\u0431\u0438\u0440\u0430\u0439\u0442\u0435 \u0438 \u043d\u0435 \u0445\u0440\u0430\u043d\u0438\u0442\u0435 \u0438\u043c\u0435\u043d\u0430, \u0430\u0434\u0440\u0435\u0441\u0430 \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u043e\u0439 \u043f\u043e\u0447\u0442\u044b, \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0442\u043e\u0440\u044b \u0431\u0435\u0437 \u0437\u0430\u043a\u043e\u043d\u043d\u044b\u0445 \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u0438\u0439<\/td><td>\u0420\u0435\u0433\u0443\u043b\u044f\u0442\u043e\u0440\u043d\u044b\u0439 \u0448\u0442\u0440\u0430\u0444 (20 \u043c\u043b\u043d \u0435\u0432\u0440\u043e+)<\/td><\/tr><tr><td>\u041e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u0435 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u0438<\/td><td>\u0414\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u0438 \u2014 \u0430\u0433\u0440\u0435\u0441\u0441\u0438\u0432\u043d\u044b\u0439 \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433 \u0432 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u044e\u0440\u0438\u0441\u0434\u0438\u043a\u0446\u0438\u044f\u0445 \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u0440\u0430\u0441\u0446\u0435\u043d\u0435\u043d \u043a\u0430\u043a DoS<\/td><td>\u0423\u0433\u043e\u043b\u043e\u0432\u043d\u0430\u044f \u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0441\u0442\u044c<\/td><\/tr><tr><td>\u041a\u043e\u043d\u0442\u0435\u043d\u0442, \u0442\u0440\u0435\u0431\u0443\u044e\u0449\u0438\u0439 \u0432\u0445\u043e\u0434\u0430 \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0443<\/td><td>\u041d\u0438\u043a\u043e\u0433\u0434\u0430 \u043d\u0435 \u043f\u0430\u0440\u0441\u0438\u0442\u0435 \u0434\u0430\u043d\u043d\u044b\u0435 \u0437\u0430 \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0435\u0439, \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u0432\u044b \u043d\u0435 \u0432\u043b\u0430\u0434\u0435\u0435\u0442\u0435<\/td><td>\u043d\u0430\u0440\u0443\u0448\u0435\u043d\u0438\u0435 CFAA<\/td><\/tr><tr><td>\u0410\u0432\u0442\u043e\u0440\u0441\u043a\u043e\u0435 \u043f\u0440\u0430\u0432\u043e<\/td><td>\u0418\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432 \u0430\u0432\u0442\u043e\u0440\u0441\u043a\u043e\u0433\u043e \u043f\u0440\u0430\u0432\u0430 (\u0442\u0435\u043a\u0441\u0442, \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u044f) \u0438\u043c\u0435\u0435\u0442 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0435 \u0432\u0438\u0434\u044b \u0437\u0430\u0449\u0438\u0442\u044b<\/td><td>DMCA-\u0443\u0432\u0435\u0434\u043e\u043c\u043b\u0435\u043d\u0438\u0435 \u043e \u043f\u0440\u0435\u043a\u0440\u0430\u0449\u0435\u043d\u0438\u0438 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f, \u0441\u0443\u0434\u0435\u0431\u043d\u044b\u0439 \u0438\u0441\u043a<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\">\u041a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433<\/h2>\n\n\n\n<p>\u041f\u0440\u0435\u0436\u0434\u0435 \u0447\u0435\u043c \u043d\u0430\u043f\u0438\u0441\u0430\u0442\u044c \u043f\u0435\u0440\u0432\u0443\u044e \u0441\u0442\u0440\u043e\u043a\u0443 \u043a\u043e\u0434\u0430 \u043d\u0430 Python, \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0442\u043e\u0433\u043e, \u0447\u0442\u043e \u043d\u0430 \u0441\u0430\u043c\u043e\u043c \u0434\u0435\u043b\u0435 \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442 \"\u043f\u043e\u0434 \u043a\u0430\u043f\u043e\u0442\u043e\u043c\", \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0443\u043f\u0440\u043e\u0449\u0430\u0435\u0442 \u043e\u0442\u043b\u0430\u0434\u043a\u0443.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>HTTP-\u0437\u0430\u043f\u0440\u043e\u0441<\/strong><\/li>\n<\/ol>\n\n\n\n<p>\u0412\u0430\u0448 \u0441\u043a\u0440\u0435\u0439\u043f\u0435\u0440 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u0442 HTTP GET-\u0437\u0430\u043f\u0440\u043e\u0441 \u043d\u0430 URL. \u0421\u0435\u0440\u0432\u0435\u0440 \u0435\u0433\u043e \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u0438 \u0440\u0435\u0448\u0430\u0435\u0442, \u043e\u0442\u0432\u0435\u0447\u0430\u0442\u044c HTML \u0438\u043b\u0438 \u0437\u0430\u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0432\u0430\u0441.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u041e\u0442\u0432\u0435\u0442 \u0441\u0435\u0440\u0432\u0435\u0440\u0430<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u0421\u0435\u0440\u0432\u0435\u0440 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442 HTML \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b (\u0441\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0441\u0430\u0439\u0442\u044b) \u0438\u043b\u0438 \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u0443\u044e HTML-\u043e\u0431\u043e\u043b\u043e\u0447\u043a\u0443, \u043a\u043e\u0442\u043e\u0440\u0443\u044e \u0437\u0430\u0442\u0435\u043c \u0437\u0430\u043f\u043e\u043b\u043d\u044f\u0435\u0442 JavaScript (\u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0441\u0430\u0439\u0442\u044b). \u0412\u0430\u043c \u043d\u0443\u0436\u043d\u043e \u0437\u043d\u0430\u0442\u044c, \u0441 \u043a\u0430\u043a\u0438\u043c \u0442\u0438\u043f\u043e\u043c \u0432\u044b \u0438\u043c\u0435\u0435\u0442\u0435 \u0434\u0435\u043b\u043e, \u043f\u0440\u0435\u0436\u0434\u0435 \u0447\u0435\u043c \u0432\u044b\u0431\u0438\u0440\u0430\u0442\u044c \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0420\u0430\u0437\u0431\u043e\u0440 HTML<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u0412\u0430\u0448 \u043f\u0430\u0440\u0441\u0435\u0440 \u0447\u0438\u0442\u0430\u0435\u0442 HTML-\u0434\u0435\u0440\u0435\u0432\u043e \u0438 \u043d\u0430\u0445\u043e\u0434\u0438\u0442 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u044b \u043f\u043e \u0438\u0445 \u0442\u0435\u0433\u0443, \u043a\u043b\u0430\u0441\u0441\u0443, ID \u0438\u043b\u0438 XPath. \u0417\u0434\u0435\u0441\u044c \u0432\u044b \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u0435\u0442\u0435 \u043d\u0443\u0436\u043d\u044b\u0435 \u0432\u0430\u043c \u0434\u0430\u043d\u043d\u044b\u0435.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u041e\u0447\u0438\u0441\u0442\u043a\u0430 \u0434\u0430\u043d\u043d\u044b\u0445<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u041d\u0435\u043e\u0431\u0440\u0430\u0431\u043e\u0442\u0430\u043d\u043d\u044b\u0439 HTML \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442 \u043f\u0440\u043e\u0431\u0435\u043b\u044b, \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0435 \u0441\u0438\u043c\u0432\u043e\u043b\u044b \u0438 \u0444\u043e\u0440\u043c\u0430\u0442\u0438\u0440\u0443\u044e\u0449\u0438\u0439 \u0448\u0443\u043c. \u0412\u044b \u043e\u0447\u0438\u0449\u0430\u0435\u0442\u0435 \u0438 \u043d\u043e\u0440\u043c\u0430\u043b\u0438\u0437\u0443\u0435\u0442\u0435 \u0435\u0433\u043e \u0434\u043e \u0447\u0438\u0441\u0442\u044b\u0445, \u043f\u0440\u0438\u0433\u043e\u0434\u043d\u044b\u0445 \u0434\u043b\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>\u0425\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0435<\/strong><\/li>\n<\/ul>\n\n\n\n<p>\u0421\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u044c \u0432 CSV, JSON, \u0431\u0430\u0437\u0443 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u043b\u0438 \u043e\u0442\u043f\u0440\u0430\u0432\u0438\u0442\u044c \u0432 API. \u041f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0439 \u0444\u043e\u0440\u043c\u0430\u0442 \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442 \u0442\u043e\u0433\u043e, \u0447\u0442\u043e \u0432\u044b \u0431\u0443\u0434\u0435\u0442\u0435 \u0434\u0435\u043b\u0430\u0442\u044c \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0434\u0430\u043b\u044c\u0448\u0435.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0421\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043f\u0440\u043e\u0442\u0438\u0432 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0442\u0440\u0430\u043d\u0438\u0446: \u044d\u0442\u043e \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u0442 \u0432\u0441\u0451<\/h2>\n\n\n\n<p>\u0421\u0430\u043c\u044b\u0439 \u0432\u0430\u0436\u043d\u044b\u0439 \u0432\u043e\u043f\u0440\u043e\u0441 \u043f\u0435\u0440\u0435\u0434 \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u0435\u043c \u043b\u044e\u0431\u043e\u0433\u043e \u0441\u043a\u0440\u0430\u043f\u0435\u0440\u0430: \u0441\u043e\u0434\u0435\u0440\u0436\u0438\u0442\u0441\u044f \u043b\u0438 \u0434\u0430\u043d\u043d\u044b\u0435 \u0432 \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u043c HTML-\u043a\u043e\u0434\u0435 \u0438\u043b\u0438 \u043e\u043d\u0438 \u0437\u0430\u0433\u0440\u0443\u0436\u0430\u044e\u0442\u0441\u044f \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e JavaScript?<\/p>\n\n\n\n<p>\u0429\u0435\u043b\u043a\u043d\u0438\u0442\u0435 \u043f\u0440\u0430\u0432\u043e\u0439 \u043a\u043d\u043e\u043f\u043a\u043e\u0439 \u043c\u044b\u0448\u0438 \u043f\u043e \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0435 \u2192 \u041f\u0440\u043e\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u0439 \u043a\u043e\u0434 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b. \u0415\u0441\u043b\u0438 \u0432\u0430\u0448\u0438 \u0434\u0430\u043d\u043d\u044b\u0435 \u0432\u0438\u0434\u043d\u044b \u0432 \u044d\u0442\u043e\u043c \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u043c \u043a\u043e\u0434\u0435, \u0437\u043d\u0430\u0447\u0438\u0442, \u043e\u043d\u0438 \u0441\u0442\u0430\u0442\u0438\u0447\u043d\u044b. \u0415\u0441\u043b\u0438 \u0432\u044b \u0432\u0438\u0434\u0438\u0442\u0435 \u043f\u043e\u0447\u0442\u0438 \u043f\u0443\u0441\u0442\u0443\u044e \u043e\u0431\u043e\u043b\u043e\u0447\u043a\u0443 \u0441 <em><div id=\"\u201dapp\u201d\"><\/div><\/em>, \u044d\u0442\u043e \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0439, \u0438 \u0432\u0430\u043c \u043f\u043e\u043d\u0430\u0434\u043e\u0431\u0438\u0442\u0441\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0431\u0440\u0430\u0443\u0437\u0435\u0440\u0430, \u0442\u0430\u043a\u043e\u0439 \u043a\u0430\u043a Playwright.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u0411\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 Python: \u0432\u044b\u0431\u043e\u0440 \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e\u0433\u043e \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u0430<\/h2>\n\n\n\n<p>\u041d\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442 \u0435\u0434\u0438\u043d\u043e\u0439 \u201c\u043b\u0443\u0447\u0448\u0435\u0439\u201d \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 \u0434\u043b\u044f \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430 \u043d\u0430 Python. \u041f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442 \u0442\u0438\u043f\u0430 \u0446\u0435\u043b\u0435\u0432\u043e\u0439 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b, \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0430 \u0432\u0430\u0448\u0435\u0433\u043e \u043f\u0440\u043e\u0435\u043a\u0442\u0430 \u0438 \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u0439 \u043a \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u0435. \u0412\u043e\u0442 \u043f\u043e\u043b\u043d\u044b\u0439 \u043e\u0431\u0437\u043e\u0440:<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>\u0411\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430<\/strong><\/td><td><strong>\u0420\u043e\u043b\u044c<\/strong><\/td><td><strong>\u041e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0435\u0442 JavaScript?<\/strong><\/td><td><strong>\u0421\u043a\u043e\u0440\u043e\u0441\u0442\u044c<\/strong><\/td><td><strong>\u041b\u0443\u0447\u0448\u0435\u0435 \u0434\u043b\u044f<\/strong><\/td><\/tr><\/thead><tbody><tr><td>\u0437\u0430\u043f\u0440\u043e\u0441\u044b<\/td><td>HTTP-\u0437\u0430\u043f\u0440\u043e\u0441\u044b<\/td><td>\ud83d\udd34 \u041d\u0435\u0442<\/td><td>\ud83d\udfe2 \u0411\u044b\u0441\u0442\u0440\u043e<\/td><td>\u0421\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b, API<\/td><\/tr><tr><td>BeautifulSoup4<\/td><td>HTML-\u043f\u0430\u0440\u0441\u0438\u043d\u0433<\/td><td>\ud83d\udd34 \u041d\u0435\u0442<\/td><td>\ud83d\udfe1 \u0421\u0440\u0435\u0434\u043d\u0438\u0439<\/td><td>\u041f\u0430\u0440\u0441\u0438\u043d\u0433 HTML \u0441 \u043f\u0440\u043e\u0441\u0442\u044b\u043c\u0438 \u0441\u0435\u043b\u0435\u043a\u0442\u043e\u0440\u0430\u043c\u0438<\/td><\/tr><tr><td>lxml<\/td><td>HTML\/XML \u0440\u0430\u0437\u0431\u043e\u0440<\/td><td>\ud83d\udd34 \u041d\u0435\u0442<\/td><td>\ud83d\udfe2 \u041e\u0447\u0435\u043d\u044c \u0431\u044b\u0441\u0442\u0440\u043e<\/td><td>\u0411\u043e\u043b\u044c\u0448\u0438\u0435 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b, \u043e\u043f\u044b\u0442\u043d\u044b\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0438 XPath<\/td><\/tr><tr><td>\u0414\u0440\u0430\u043c\u0430\u0442\u0443\u0440\u0433<\/td><td>\u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0431\u0440\u0430\u0443\u0437\u0435\u0440\u0430<\/td><td>\u2705 \u0414\u0430<\/td><td>\ud83d\udfe1 \u041c\u0435\u0434\u043b\u0435\u043d\u043d\u0435\u0435<\/td><td>\u0421\u0430\u0439\u0442\u044b \u0441 \u0431\u043e\u043b\u044c\u0448\u0438\u043c \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e\u043c JavaScript, \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435 \u0441 \u0444\u043e\u0440\u043c\u0430\u043c\u0438<\/td><\/tr><tr><td>\u0421\u0435\u043b\u0435\u043d<\/td><td>\u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0431\u0440\u0430\u0443\u0437\u0435\u0440\u0430 (\u0443\u0441\u0442\u0430\u0440\u0435\u0432\u0448\u0430\u044f)<\/td><td>\u2705 \u0414\u0430<\/td><td>\ud83d\udd34 \u0421\u0430\u043c\u044b\u0439 \u043c\u0435\u0434\u043b\u0435\u043d\u043d\u044b\u0439<\/td><td>\u0423\u0441\u0442\u0430\u0440\u0435\u0432\u0448\u0438\u0435 \u043f\u0440\u043e\u0435\u043a\u0442\u044b, \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0435 \u043d\u0430\u0431\u043e\u0440\u044b \u0442\u0435\u0441\u0442\u043e\u0432<\/td><\/tr><tr><td>\u0421\u043a\u0440\u0430\u043f\u0438<\/td><td>\u041f\u043e\u043b\u043d\u044b\u0439 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a \u0434\u043b\u044f \u0432\u0435\u0431-\u0441\u043a\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f<\/td><td>\ud83c\udf10 \u041f\u043b\u0430\u0433\u0438\u043d<\/td><td>\ud83d\udfe2 \u041e\u0447\u0435\u043d\u044c \u0431\u044b\u0441\u0442\u0440\u043e<\/td><td>1000+ \u0441\u0442\u0440\u0430\u043d\u0438\u0446, \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0435 \u043a\u043e\u043d\u0432\u0435\u0439\u0435\u0440\u044b<\/td><\/tr><tr><td>curl_cffi<\/td><td>TLS-\u043e\u0442\u043f\u0435\u0447\u0430\u0442\u043e\u043a-\u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u044b\u0439 HTTP<\/td><td>\ud83d\udd34 \u041d\u0435\u0442<\/td><td>\ud83d\udfe2 \u0411\u044b\u0441\u0442\u0440\u043e<\/td><td>\u0421\u0430\u0439\u0442\u044b, \u0437\u0430\u0449\u0438\u0449\u0435\u043d\u043d\u044b\u0435 Cloudflare<\/td><\/tr><tr><td>httpx<\/td><td>\u0410\u0441\u0438\u043d\u0445\u0440\u043e\u043d\u043d\u044b\u0439 HTTP-\u043a\u043b\u0438\u0435\u043d\u0442<\/td><td>\ud83d\udd34 \u041d\u0435\u0442<\/td><td>\ud83d\udfe2 \u0411\u044b\u0441\u0442\u0440\u043e<\/td><td>\u0410\u0441\u0438\u043d\u0445\u0440\u043e\u043d\u043d\u044b\u0439 \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433, \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 HTTP\/2<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\">\u0414\u0435\u0440\u0435\u0432\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438<\/h3>\n\n\n\n<p>\u0414\u0430\u043d\u043d\u044b\u0435 \u0432 \u0438\u0441\u0445\u043e\u0434\u043d\u043e\u043c \u043a\u043e\u0434\u0435 (\u0441\u044b\u0440\u043e\u0439 HTML)?<\/p>\n\n\n\n<p>\u251c\u2500\u2500 \u0414\u0410<\/p>\n\n\n\n<p>\u2502\u00a0\u00a0 \u251c\u2500\u2500 \u041d\u0435\u0431\u043e\u043b\u044c\u0448\u043e\u0439 \u043f\u0440\u043e\u0435\u043a\u0442 (1\u2013100 \u0441\u0442\u0440\u0430\u043d\u0438\u0446)?\u00a0 \u2192\u00a0 requests + BeautifulSoup<\/p>\n\n\n\n<p>\u251c\u2500\u2500 \u041c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u0430\u044f \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \/ XPath? \u2192 requests + lxml<\/p>\n\n\n\n<p>\u2514\u2500\u2500 \u041c\u0430\u0441\u0448\u0442\u0430\u0431\u043d\u044b\u0439 \u043a\u0440\u0430\u0443\u043b\u0438\u043d\u0433 (1000+ \u0441\u0442\u0440\u0430\u043d\u0438\u0446)? \u2192 Scrapy<\/p>\n\n\n\n<p>\u2514\u2500\u2500 \u041d\u0415\u0422 (\u043e\u0442\u0440\u0435\u043d\u0434\u0435\u0440\u0435\u043d\u043e JavaScript)<\/p>\n\n\n\n<p>\u00a0\u00a0\u00a0 \u251c\u2500\u2500 \u0415\u0441\u0442\u044c \u043b\u0438 JSON API \u0432 DevTools \u2192 Network \u2192 XHR?<\/p>\n\n\n\n<p>\u00a0\u00a0\u00a0 \u2502\u00a0\u00a0 \u2514\u2500\u2500 \u0414\u0410\u00a0 \u2192\u00a0 requests (\u0432\u044b\u0437\u044b\u0432\u0430\u0442\u044c API \u043d\u0430\u043f\u0440\u044f\u043c\u0443\u044e \u2014 \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u0432\u0441\u0435\u0433\u043e!)<\/p>\n\n\n\n<p>\u00a0\u00a0\u00a0 \u2514\u2500\u2500 \u043d\u0435\u0442 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0433\u043e API<\/p>\n\n\n\n<p>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u251c\u2500\u2500 \u0417\u0430\u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u0430\u043b\u0438 Cloudflare?\u00a0 \u2192\u00a0 curl_cffi \u0438\u043b\u0438 Playwright + stealth<\/p>\n\n\n\n<p>\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0\u00a0 \u2514\u2500\u2500 \u0421\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u044b\u0439 \u0440\u0435\u043d\u0434\u0435\u0440\u0438\u043d\u0433 JS? \u2192 Playwright (\u043f\u0440\u0435\u0434\u043f\u043e\u0447\u0442\u0438\u0442\u0435\u043b\u044c\u043d\u0435\u0435 Selenium)<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u041f\u0435\u0440\u0432\u044b\u0439 \u043f\u0430\u0440\u0441\u0435\u0440 \u0432\u0435\u0431-\u0441\u0430\u0439\u0442\u043e\u0432 \u043d\u0430 Python<\/h2>\n\n\n\n<h3 class=\"wp-block-heading\">\u0423\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0430 \u0438 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430<\/h3>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"%23%20Create%20a%20virtual%20environment%20%28keeps%20things%20clean%29%0Apython%20-m%20venv%20scraping-env%0Asource%20scraping-env%2Fbin%2Factivate%20%20%23%20Windows%3A%20scraping-env%5CScripts%5Cactivate%0A%0A%23%20Install%20core%20libraries%0Apip%20install%20requests%20beautifulsoup4%20lxml\"><\/code><\/pre><\/figure>\n\n\n<h3 class=\"wp-block-heading\">\u041f\u0440\u043e\u0432\u0435\u0440\u044f\u0439\u0442\u0435 \u043f\u0435\u0440\u0435\u0434 \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u0435\u043c \u043a\u043e\u0434\u0430<\/h3>\n\n\n\n<p>\u042d\u0442\u043e\u0442 \u0448\u0430\u0433 \u0441\u044d\u043a\u043e\u043d\u043e\u043c\u0438\u0442 \u0432\u0430\u043c \u0447\u0430\u0441\u044b \u0440\u0430\u0437\u043e\u0447\u0430\u0440\u043e\u0432\u0430\u043d\u0438\u044f. \u041f\u0440\u0435\u0436\u0434\u0435 \u0447\u0435\u043c \u043f\u0438\u0441\u0430\u0442\u044c \u043a\u0430\u043a\u043e\u0439-\u043b\u0438\u0431\u043e \u043a\u043e\u0434 \u043d\u0430 Python, \u043e\u0442\u043a\u0440\u043e\u0439\u0442\u0435 DevTools \u0432 \u0431\u0440\u0430\u0443\u0437\u0435\u0440\u0435 (F12), \u043d\u0430\u0436\u043c\u0438\u0442\u0435 \u043d\u0430 <strong>\u042d\u043b\u0435\u043c\u0435\u043d\u0442\u044b<\/strong> \u0432\u043a\u043b\u0430\u0434\u043a\u0443 \u0438 \u043d\u0430\u0432\u0435\u0434\u0438\u0442\u0435 \u043a\u0443\u0440\u0441\u043e\u0440 \u043d\u0430 \u0434\u0430\u043d\u043d\u044b\u0435, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432\u044b \u0445\u043e\u0442\u0438\u0442\u0435 \u0438\u0437\u0432\u043b\u0435\u0447\u044c. \u041e\u0431\u0440\u0430\u0442\u0438\u0442\u0435 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u043d\u0430 HTML-\u0442\u0435\u0433, \u0438\u043c\u044f \u043a\u043b\u0430\u0441\u0441\u0430 \u0438 \u043b\u044e\u0431\u0443\u044e \u0440\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u0441\u043a\u0443\u044e \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443. \u0421\u0435\u043b\u0435\u043a\u0442\u043e\u0440, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0432\u044b \u0431\u0443\u0434\u0435\u0442\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0432 Python, \u043d\u0430\u043f\u0440\u044f\u043c\u0443\u044e \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u0435\u0442 \u0442\u043e\u043c\u0443, \u0447\u0442\u043e \u0432\u044b \u0432\u0438\u0434\u0438\u0442\u0435 \u0437\u0434\u0435\u0441\u044c.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0420\u0430\u0431\u043e\u0447\u0438\u0439 \u0441\u043a\u0440\u0430\u043f\u0435\u0440<\/h3>\n\n\n\n<p>\u041c\u044b \u0441\u043e\u0441\u043a\u0440\u0435\u0431\u0435\u043c <a href=\"https:\/\/books.toscrape.com\/\">books.toscrape.com<\/a>, \u0438\u0437\u043e\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0441\u0430\u0439\u0442, \u043f\u0440\u0435\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044b\u0439 \u0434\u043b\u044f \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0438 \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u043e\u043d \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e \u043b\u0435\u0433\u0430\u043b\u0435\u043d \u0438 \u043d\u0435 \u0431\u0443\u0434\u0435\u0442 \u0432\u0430\u0441 \u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u0430\u0442\u044c.<\/p>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"import%20requests%0Afrom%20bs4%20import%20BeautifulSoup%0Aimport%20csv%0A%0A%23%20Always%20set%20a%20User-Agent%20%E2%80%94%20bare%20requests%20is%20an%20instant%20flag%0AHEADERS%20%3D%20%7B%0A%20%20%20%20%22User-Agent%22%3A%20%28%0A%20%20%20%20%20%20%20%20%22Mozilla%2F5.0%20%28Windows%20NT%2010.0%3B%20Win64%3B%20x64%29%20%22%0A%20%20%20%20%20%20%20%20%22AppleWebKit%2F537.36%20%28KHTML%2C%20like%20Gecko%29%20%22%0A%20%20%20%20%20%20%20%20%22Chrome%2F124.0.0.0%20Safari%2F537.36%22%0A%20%20%20%20%29%2C%0A%20%20%20%20%22Accept-Language%22%3A%20%22en-US%2Cen%3Bq%3D0.9%22%2C%0A%7D%0A%0Adef%20scrape_books%28url%29%3A%0A%20%20%20%20%22%22%22Fetch%20a%20page%20and%20extract%20all%20book%20listings.%22%22%22%0A%20%20%20%20response%20%3D%20requests.get%28url%2C%20headers%3DHEADERS%2C%20timeout%3D15%29%0A%20%20%20%20response.raise_for_status%28%29%20%20%23%20Raises%20exception%20for%204xx%2F5xx%0A%0A%20%20%20%20soup%20%3D%20BeautifulSoup%28response.text%2C%20%22lxml%22%29%0A%20%20%20%20books%20%3D%20%5B%5D%0A%0A%20%20%20%20for%20article%20in%20soup.select%28%22article.product_pod%22%29%3A%0A%20%20%20%20%20%20%20%20title%20%20%3D%20article.select_one%28%22h3%20a%22%29%5B%22title%22%5D%0A%20%20%20%20%20%20%20%20price%20%20%3D%20article.select_one%28%22p.price_color%22%29.text.strip%28%29%0A%20%20%20%20%20%20%20%20rating%20%3D%20article.select_one%28%22p.star-rating%22%29%5B%22class%22%5D%5B1%5D%0A%20%20%20%20%20%20%20%20in_stock%20%3D%20%22In%20stock%22%20in%20article.select_one%28%22p.availability%22%29.text%0A%0A%20%20%20%20%20%20%20%20books.append%28%7B%0A%20%20%20%20%20%20%20%20%20%20%20%20%22title%22%3A%20%20%20%20title%2C%0A%20%20%20%20%20%20%20%20%20%20%20%20%22price%22%3A%20%20%20%20price%2C%0A%20%20%20%20%20%20%20%20%20%20%20%20%22rating%22%3A%20%20%20rating%2C%0A%20%20%20%20%20%20%20%20%20%20%20%20%22in_stock%22%3A%20in_stock%2C%0A%20%20%20%20%20%20%20%20%7D%29%0A%0A%20%20%20%20return%20books%0A%0A%23%20Scrape%20and%20save%20to%20CSV%0Adata%20%3D%20scrape_books%28%22https%3A%2F%2Fbooks.toscrape.com%2F%22%29%0A%0Awith%20open%28%22books.csv%22%2C%20%22w%22%2C%20newline%3D%22%22%2C%20encoding%3D%22utf-8%22%29%20as%20f%3A%0A%20%20%20%20writer%20%3D%20csv.DictWriter%28f%2C%20fieldnames%3Ddata%5B0%5D.keys%28%29%29%0A%20%20%20%20writer.writeheader%28%29%0A%20%20%20%20writer.writerows%28data%29%0A%0Aprint%28f%22Scraped%20%7Blen%28data%29%7D%20books%20%E2%86%92%20books.csv%22%29\"><\/code><\/pre><\/figure>\n\n\n<p><strong>\ud83d\ude80<\/strong><strong> <\/strong><strong>\u0421\u043e\u0432\u0435\u0442: <\/strong>\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 <em>lxml<\/em> \u043a\u0430\u043a \u043f\u0430\u0440\u0441\u0435\u0440 BeautifulSoup (<em>BeautifulSoup(html, \u201clxml\u201d)<\/em>) \u0432\u043c\u0435\u0441\u0442\u043e <em>html.parser<\/em>. \u042d\u0442\u043e \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u0434\u043b\u044f \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u0441\u0442\u0440\u0430\u043d\u0438\u0446 \u0438 \u0431\u043e\u043b\u0435\u0435 \u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u043e \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0435\u0442 \u043d\u0435\u043a\u043e\u0440\u0440\u0435\u043a\u0442\u043d\u044b\u0439 HTML.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">CSS-\u0441\u0435\u043b\u0435\u043a\u0442\u043e\u0440\u044b \u0438 XPath: \u043f\u043e\u0438\u0441\u043a \u0432\u0430\u0448\u0438\u0445 \u0434\u0430\u043d\u043d\u044b\u0445<\/h2>\n\n\n\n<p>\u0412\u044b\u0431\u043e\u0440 \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e\u0433\u043e \u0441\u0435\u043b\u0435\u043a\u0442\u043e\u0440\u0430 \u2014 \u044d\u0442\u043e \u0440\u0430\u0437\u043d\u0438\u0446\u0430 \u043c\u0435\u0436\u0434\u0443 \u0441\u043a\u0440\u0435\u0439\u043f\u0435\u0440\u043e\u043c, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043d\u0430\u0434\u0435\u0436\u043d\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u043c\u0435\u0441\u044f\u0446\u0430\u043c\u0438, \u0438 \u0442\u0435\u043c, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043b\u043e\u043c\u0430\u0435\u0442\u0441\u044f \u043a\u0430\u0436\u0434\u044b\u0439 \u0440\u0430\u0437, \u043a\u043e\u0433\u0434\u0430 \u0441\u0430\u0439\u0442 \u043e\u0431\u043d\u043e\u0432\u043b\u044f\u0435\u0442 \u0441\u0432\u043e\u0439 CSS. \u0412\u043e\u0442 \u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">CSS \u0421\u0435\u043b\u0435\u043a\u0442\u043e\u0440\u044b (\u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u0435\u0442\u0441\u044f \u0434\u043b\u044f \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0430 \u0441\u043b\u0443\u0447\u0430\u0435\u0432)<\/h3>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"%23%20By%20tag%0Asoup.select%28%22h1%22%29%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%23%20all%20%3Ch1%3E%20tags%0A%0A%23%20By%20class%0Asoup.select%28%22.product-price%22%29%20%20%20%20%20%20%20%20%23%20class%3D%22product-price%22%0A%0A%23%20By%20ID%0Asoup.select_one%28%22%23main-content%22%29%20%20%20%20%23%20id%3D%22main-content%22%0A%0A%23%20Combined%3A%20tag%20%2B%20class%0Asoup.select%28%22span.price%22%29%0A%0A%23%20Nested%3A%20div%20containing%20a%20span%0Asoup.select%28%22div.product%20span.price%22%29%0A%0A%23%20Attribute%20selector%0Asoup.select%28%27a%5Bhref%5E%3D%22%2Fproducts%22%5D%27%29%20%20%23%20href%20starts%20with%20%2Fproducts%0A%0A%23%20First%20child%0Asoup.select%28%22ul.items%20li%3Afirst-child%22%29%0A%0A%23%20Get%20text%20vs%20attribute%0Ael%20%3D%20soup.select_one%28%22h1.title%22%29%0Ael.text.strip%28%29%20%20%20%20%20%20%20%23%20inner%20text%0Ael%5B%22data-id%22%5D%20%20%20%20%20%20%20%20%23%20attribute%20value%0Ael.get%28%22data-id%22%29%20%20%20%20%23%20safe%20get%20%28returns%20None%20if%20missing%29\"><\/code><\/pre><\/figure>\n\n\n<h3 class=\"wp-block-heading\">XPath (\u043b\u0443\u0447\u0448\u0435 \u0432\u0441\u0435\u0433\u043e \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u0442 \u0434\u043b\u044f \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u043e\u0431\u0445\u043e\u0434\u043e\u0432)<\/h3>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"from%20lxml%20import%20html%0A%0Atree%20%3D%20html.fromstring%28response.content%29%0A%0A%23%20XPath%20examples%0Atree.xpath%28%22%2F%2Fdiv%5B%40class%3D%27product%27%5D%2F%2Fspan%5B%40class%3D%27price%27%5D%2Ftext%28%29%22%29%0Atree.xpath%28%22%2F%2Fa%5Bcontains%28%40href%2C%20%27%2Fproduct%2F%27%29%5D%2F%40href%22%29%0Atree.xpath%28%22%2F%2Ftable%2F%2Ftr%5Bposition%28%29%3E1%5D%22%29%20%20%20%23%20skip%20header%20row%0Atree.xpath%28%22%2F%2Fdiv%5Bnot%28contains%28%40class%2C%27ad%27%29%29%5D%22%29\"><\/code><\/pre><\/figure>\n\n\n<p><strong>\ud83d\ude80<\/strong><strong> <\/strong><strong>\u0421\u043e\u0432\u0435\u0442:<\/strong>\u00a0\u0412 Chrome DevTools \u0449\u0435\u043b\u043a\u043d\u0438\u0442\u0435 \u043f\u0440\u0430\u0432\u043e\u0439 \u043a\u043d\u043e\u043f\u043a\u043e\u0439 \u043c\u044b\u0448\u0438 \u043d\u0430 \u043b\u044e\u0431\u043e\u043c \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u0435 \u2192 \u041a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u2192 \u041a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0441\u0435\u043b\u0435\u043a\u0442\u043e\u0440 (\u0438\u043b\u0438 \u041a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c XPath). \u042d\u0442\u043e \u0434\u0430\u0441\u0442 \u0432\u0430\u043c \u043e\u0442\u043f\u0440\u0430\u0432\u043d\u0443\u044e \u0442\u043e\u0447\u043a\u0443, \u0445\u043e\u0442\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u0441\u0435\u043b\u0435\u043a\u0442\u043e\u0440\u044b \u0447\u0430\u0441\u0442\u043e \u043d\u0435\u0443\u0441\u0442\u043e\u0439\u0447\u0438\u0432\u044b. \u0423\u043f\u0440\u043e\u0441\u0442\u0438\u0442\u0435 \u0438\u0445, \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u0443\u044f\u0441\u044c \u043d\u0430 \u0441\u0442\u0430\u0431\u0438\u043b\u044c\u043d\u044b\u0435 \u0430\u0442\u0440\u0438\u0431\u0443\u0442\u044b, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a\u00a0<em>data-*<\/em>\u00a0\u0430\u0442\u0440\u0438\u0431\u0443\u0442\u044b, \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0442\u043e\u0440\u044b \u0438\u043b\u0438 \u0441\u0435\u043c\u0430\u043d\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0438\u043c\u0435\u043d\u0430 \u043a\u043b\u0430\u0441\u0441\u043e\u0432 \u0432\u043c\u0435\u0441\u0442\u043e \u043f\u043e\u0437\u0438\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0441\u0435\u043b\u0435\u043a\u0442\u043e\u0440\u043e\u0432.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u041e\u0447\u0438\u0441\u0442\u043a\u0430 \u0441\u0442\u0440\u0430\u043d\u0438\u0446, \u043e\u0442\u0440\u0438\u0441\u043e\u0432\u0430\u043d\u043d\u044b\u0445 JavaScript, \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Playwright<\/h2>\n\n\n\n<p>\u0417\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u0430\u044f \u0447\u0430\u0441\u0442\u044c \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u0432\u0435\u0431-\u0441\u0430\u0439\u0442\u043e\u0432 \u2014 \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u0430\u044f \u043a\u043e\u043c\u043c\u0435\u0440\u0446\u0438\u044f, SaaS, \u0441\u043e\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0435 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b \u2014 \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u0442 \u0441\u0432\u043e\u0439 \u043a\u043e\u043d\u0442\u0435\u043d\u0442 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e JavaScript \u043f\u043e\u0441\u043b\u0435 \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u043e\u0433\u043e HTML. \u0415\u0441\u043b\u0438 \u0432\u044b \u043d\u0435 \u043c\u043e\u0436\u0435\u0442\u0435 \u043d\u0430\u0439\u0442\u0438 \u0441\u0432\u043e\u0438 \u0434\u0430\u043d\u043d\u044b\u0435 \u0432 \u201c\u041f\u0440\u043e\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u201d, \u0432\u0430\u043c \u043f\u043e\u043d\u0430\u0434\u043e\u0431\u0438\u0442\u0441\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442 \u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0438\u0439 \u0431\u0440\u0430\u0443\u0437\u0435\u0440.<\/p>\n\n\n\n<p><strong>Playwright \u2014 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0439 \u0432\u044b\u0431\u043e\u0440<\/strong> \u0432 2026 \u0433\u043e\u0434\u0443: \u043e\u043d \u0431\u044b\u0441\u0442\u0440\u0435\u0435, \u0438\u043c\u0435\u0435\u0442 \u0431\u043e\u043b\u0435\u0435 \u0447\u0438\u0441\u0442\u044b\u0439 API, \u043d\u0430\u0442\u0438\u0432\u043d\u043e \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0430\u0441\u0438\u043d\u0445\u0440\u043e\u043d\u043d\u043e\u0441\u0442\u044c \u0438 \u0438\u043c\u0435\u0435\u0442 \u043b\u0443\u0447\u0448\u0438\u0435 \u0432\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u044b\u0435 \u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c\u044b \u043e\u0436\u0438\u0434\u0430\u043d\u0438\u044f. Selenium \u043f\u043e-\u043f\u0440\u0435\u0436\u043d\u0435\u043c\u0443 \u0436\u0438\u0437\u043d\u0435\u0441\u043f\u043e\u0441\u043e\u0431\u0435\u043d \u0434\u043b\u044f \u0443\u0441\u0442\u0430\u0440\u0435\u0432\u0448\u0438\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432, \u043d\u043e \u0434\u043b\u044f \u043d\u043e\u0432\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u044b \u043d\u0430\u0447\u043d\u0438\u0442\u0435 \u0441 Playwright.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430<\/h3>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"pip%20install%20playwright%0Aplaywright%20install%20chromium%20%20%20%23%20installs%20the%20browser%20binary\"><\/code><\/pre><\/figure>\n\n\n<h3 class=\"wp-block-heading\">\u0411\u0430\u0437\u043e\u0432\u044b\u0439 \u0441\u043a\u0440\u0435\u0439\u043f\u0435\u0440 Playwright<\/h3>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"from%20playwright.sync_api%20import%20sync_playwright%0A%0Awith%20sync_playwright%28%29%20as%20p%3A%0A%20%20%20%20browser%20%3D%20p.chromium.launch%28headless%3DTrue%29%0A%20%20%20%20page%20%3D%20browser.new_page%28%29%0A%0A%20%20%20%20%23%20Set%20realistic%20headers%0A%20%20%20%20page.set_extra_http_headers%28%7B%0A%20%20%20%20%20%20%20%20%22User-Agent%22%3A%20%22Mozilla%2F5.0%20%28Windows%20NT%2010.0%3B%20Win64%3B%20x64%29%20Chrome%2F124.0.0.0%22%2C%0A%20%20%20%20%20%20%20%20%22Accept-Language%22%3A%20%22en-US%2Cen%3Bq%3D0.9%22%2C%0A%20%20%20%20%7D%29%0A%0A%20%20%20%20page.goto%28%22https%3A%2F%2Fexample.com%2Fproducts%22%2C%20wait_until%3D%22networkidle%22%29%0A%0A%20%20%20%20%23%20Wait%20for%20the%20data%20to%20render%0A%20%20%20%20page.wait_for_selector%28%22.product-list%22%2C%20timeout%3D10000%29%0A%0A%20%20%20%20%23%20Extract%20data%20from%20the%20rendered%20DOM%0A%20%20%20%20products%20%3D%20page.query_selector_all%28%22.product-item%22%29%0A%20%20%20%20for%20product%20in%20products%3A%0A%20%20%20%20%20%20%20%20name%20%20%3D%20product.query_selector%28%22.name%22%29.inner_text%28%29%0A%20%20%20%20%20%20%20%20price%20%3D%20product.query_selector%28%22.price%22%29.inner_text%28%29%0A%20%20%20%20%20%20%20%20print%28name%2C%20price%29%0A%0A%20%20%20%20browser.close%28%29\"><\/code><\/pre><\/figure>\n\n<div\n\t\t\t\n\t\t\tclass=\"so-widget-rhinocore-addons-rhino-alert-banner so-widget-rhinocore-addons-rhino-alert-banner-default-d75171398898\"\n\t\t\t\n\t\t><div class=\"rhino-widget rhino-widget--rhinocore-addons-rhino-alert-banner section-alert\"    style=\"--alert-background-color: #E6E6FF\"\n>\n            <div class=\"section-alert__icon\">\n            <img decoding=\"async\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/02\/icon-4.svg\" alt=\"\" loading=\"lazy\" width=\"64\" height=\"64\">        <\/div>\n    \n            <div class=\"section-alert__main\">\n            \n                            <div class=\"section-alert__description\"><p><strong>\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0435 Playwright? \u041d\u0430\u0441\u0442\u0440\u043e\u0439\u0442\u0435 \u043f\u0440\u043e\u043a\u0441\u0438 NodeMaven \u2014 \u0432\u0441\u0435\u0433\u043e \u0434\u0432\u0435 \u0441\u0442\u0440\u043e\u0447\u043a\u0438 \u0432 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438, \u043d\u0438\u043a\u0430\u043a\u0438\u0445 \u043f\u0440\u0435\u043f\u044f\u0442\u0441\u0442\u0432\u0438\u0439. \u0418\u0437 $3.50<\/strong><\/p>\n<\/div>\n                    <\/div>\n    \n            <a\n            class=\"section-alert__button b-btn b-btn--static-xl b-btn--secondary-black\"\n            href=\"https:\/\/dashboard.nodemaven.com\/accounts\/signup\/?next=\/checkout\/pag\/trial&_gl=1*lri4ul*_gcl_aw*R0NMLjE3NzkyODYzNDMuQ2p3S0NBand0N1hRQmhCa0Vpd0F0U3RwcDBSV2xNVVBsMXk5M2xzV2JJUnVkT0dPRjdDc1M4enh5X2JGb0tabEZJMGtBSXFZMHFlTVdCb0MwMzBRQXZEX0J3RQ..*_gcl_au*MTk3NzAwNDQ4My4xNzcyNDc5NzU3*_ga*MTAxNzQyMTIwOC4xNzYyODcwMDE5*_ga_33JL89XFQ5*czE3NzkzNTk0MzMkbzE4MCRnMSR0MTc3OTM2MDAxNCRqNDYkbDAkaDI1MTU5Mjk0NA..\"\n             target=\"_blank\" rel=\"noopener noreferrer\">\n            \u041f\u043e\u043f\u0440\u043e\u0431\u043e\u0432\u0430\u0442\u044c        <\/a>\n    <\/div>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\">\u0410\u0441\u0438\u043d\u0445\u0440\u043e\u043d\u043d\u044b\u0439 Playwright (\u0434\u043b\u044f \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0433\u043e \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u0441\u0442\u0440\u0430\u043d\u0438\u0446)<\/h3>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"import%20asyncio%0Afrom%20playwright.async_api%20import%20async_playwright%0A%0Aasync%20def%20scrape_page%28url%3A%20str%29%20-%3E%20str%3A%0A%20%20%20%20async%20with%20async_playwright%28%29%20as%20p%3A%0A%20%20%20%20%20%20%20%20browser%20%3D%20await%20p.chromium.launch%28headless%3DTrue%29%0A%20%20%20%20%20%20%20%20page%20%3D%20await%20browser.new_page%28%29%0A%20%20%20%20%20%20%20%20await%20page.goto%28url%29%0A%20%20%20%20%20%20%20%20content%20%3D%20await%20page.content%28%29%0A%20%20%20%20%20%20%20%20await%20browser.close%28%29%0A%20%20%20%20%20%20%20%20return%20content%0A%0Aurls%20%3D%20%5B%22https%3A%2F%2Fexample.com%2Fpage%2F1%22%2C%20%22https%3A%2F%2Fexample.com%2Fpage%2F2%22%5D%0Aresults%20%3D%20asyncio.run%28asyncio.gather%28%2A%5Bscrape_page%28u%29%20for%20u%20in%20urls%5D%29%29\"><\/code><\/pre><\/figure>\n\n\n<p><strong>\ud83d\ude80<\/strong><strong> <\/strong><strong>\u0421\u043e\u0432\u0435\u0442: \u0421\u043d\u0430\u0447\u0430\u043b\u0430 \u043f\u0440\u043e\u0432\u0435\u0440\u044c\u0442\u0435 \u0432\u043a\u043b\u0430\u0434\u043a\u0443 \"\u0421\u0435\u0442\u044c\". <\/strong>\u041f\u0435\u0440\u0435\u0434 \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u043e\u043c \u043d\u0430 Playwright \u043e\u0442\u043a\u0440\u043e\u0439\u0442\u0435 DevTools \u2192 Network \u2192 Fetch\/XHR \u0438 \u043f\u0435\u0440\u0435\u0437\u0430\u0433\u0440\u0443\u0437\u0438\u0442\u0435 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0443. \u041c\u043d\u043e\u0433\u0438\u0435 \u0441\u0430\u0439\u0442\u044b, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043a\u0430\u0436\u0443\u0442\u0441\u044f \u043e\u0442\u0440\u0438\u0441\u043e\u0432\u0430\u043d\u043d\u044b\u043c\u0438 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e JavaScript, \u043d\u0430 \u0441\u0430\u043c\u043e\u043c \u0434\u0435\u043b\u0435 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0442 \u0447\u0438\u0441\u0442\u044b\u0439 \u043a\u043e\u043d\u0435\u0447\u043d\u044b\u0439 API JSON. \u0412\u044b\u0437\u043e\u0432 \u044d\u0442\u043e\u0433\u043e API \u043d\u0430\u043f\u0440\u044f\u043c\u0443\u044e \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u0432 10\u201350 \u0440\u0430\u0437 \u0431\u044b\u0441\u0442\u0440\u0435\u0435, \u0447\u0435\u043c \u0437\u0430\u043f\u0443\u0441\u043a \u0431\u0440\u0430\u0443\u0437\u0435\u0440\u0430, \u0438 \u043d\u0430\u043c\u043d\u043e\u0433\u043e \u0441\u0442\u0430\u0431\u0438\u043b\u044c\u043d\u0435\u0435.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u041e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043f\u0430\u0433\u0438\u043d\u0430\u0446\u0438\u0438<\/h2>\n\n\n\n<p>\u0420\u0435\u0430\u043b\u044c\u043d\u044b\u0439 \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433 \u0440\u0435\u0434\u043a\u043e \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u043e\u0434\u043d\u043e\u0439 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0435\u0439. \u0412\u043e\u0442 \u0434\u0432\u0430 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0445 \u0448\u0430\u0431\u043b\u043e\u043d\u0430 \u0438 \u0441\u043f\u043e\u0441\u043e\u0431\u044b \u0438\u0445 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0428\u0430\u0431\u043b\u043e\u043d 1: \u041f\u0430\u0433\u0438\u043d\u0430\u0446\u0438\u044f \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 URL<\/h3>\n\n\n\n<p>\u041c\u043d\u043e\u0433\u0438\u0435 \u0441\u0430\u0439\u0442\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0443\u0435\u043c\u044b\u0435 \u0448\u0430\u0431\u043b\u043e\u043d\u044b URL: <em>\/\u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0430\/2<\/em>, <em>?\u0441\u0442\u0440\u0430\u043d\u0438\u0446\u0430=3<\/em>, <em>&amp;start=40<\/em>. \u042d\u0442\u0438 \u043b\u0435\u0433\u0447\u0435 \u0432\u0441\u0435\u0433\u043e \u043e\u0431\u0440\u0430\u0449\u0430\u0442\u044c\u0441\u044f.<\/p>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"import%20requests%2C%20time%2C%20random%0Afrom%20bs4%20import%20BeautifulSoup%0A%0ABASE%20%3D%20%22https%3A%2F%2Fbooks.toscrape.com%2Fcatalogue%2Fpage-%7B%7D.html%22%0Aall_books%20%3D%20%5B%5D%0A%0Afor%20page_num%20in%20range%281%2C%2051%29%3A%0A%20%20%20%20response%20%3D%20requests.get%28BASE.format%28page_num%29%2C%20timeout%3D10%29%0A%0A%20%20%20%20if%20response.status_code%20%3D%3D%20404%3A%0A%20%20%20%20%20%20%20%20break%20%20%23%20No%20more%20pages%0A%0A%20%20%20%20soup%20%3D%20BeautifulSoup%28response.text%2C%20%22lxml%22%29%0A%20%20%20%20titles%20%3D%20%5Ba%5B%22title%22%5D%20for%20a%20in%20soup.select%28%22article.product_pod%20h3%20a%22%29%5D%0A%20%20%20%20all_books.extend%28titles%29%0A%0A%20%20%20%20time.sleep%28random.uniform%280.8%2C%202.0%29%29%20%20%23%20random%20delay%20%E2%80%94%20be%20polite%0A%0Aprint%28f%22Total%3A%20%7Blen%28all_books%29%7D%20books%22%29\"><\/code><\/pre><\/figure>\n\n\n<h3 class=\"wp-block-heading\">\u041f\u0430\u0442\u0442\u0435\u0440\u043d 2: \u201c\u0414\u0430\u043b\u0435\u0435\u201d \u043a\u043d\u043e\u043f\u043a\u0430 \u043e\u0431\u0445\u043e\u0434\u0430<\/h3>\n\n\n\n<p>\u041a\u043e\u0433\u0434\u0430 URL-\u0430\u0434\u0440\u0435\u0441\u0430 \u043d\u0435\u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0443\u0435\u043c\u044b, \u0441\u043b\u0435\u0434\u0443\u0439\u0442\u0435 \u043f\u043e \u0441\u0441\u044b\u043b\u043a\u0435 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u0439 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b \u043d\u0435\u043f\u043e\u0441\u0440\u0435\u0434\u0441\u0442\u0432\u0435\u043d\u043d\u043e \u0438\u0437 HTML.<\/p>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"from%20urllib.parse%20import%20urljoin%0A%0ABASE_URL%20%3D%20%22https%3A%2F%2Fexample.com%2Flistings%22%0Aurl%20%3D%20BASE_URL%0Aall_items%20%3D%20%5B%5D%0A%0Awhile%20url%3A%0A%20%20%20%20soup%20%3D%20BeautifulSoup%28requests.get%28url%2C%20timeout%3D10%29.text%2C%20%22lxml%22%29%0A%0A%20%20%20%20for%20item%20in%20soup.select%28%22.listing-item%22%29%3A%0A%20%20%20%20%20%20%20%20all_items.append%28item.text.strip%28%29%29%0A%0A%20%20%20%20nxt%20%3D%20soup.select_one%28%22a%5Brel%3D%27next%27%5D%2C%20a.next-page%2C%20li.next%20a%22%29%0A%20%20%20%20url%20%3D%20urljoin%28BASE_URL%2C%20nxt%5B%22href%22%5D%29%20if%20nxt%20else%20None%0A%20%20%20%20time.sleep%281%29%0A%0Aprint%28f%22Scraped%20%7Blen%28all_items%29%7D%20items%20across%20all%20pages%22%29\"><\/code><\/pre><\/figure>\n\n\n<h2 class=\"wp-block-heading\">\u0425\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u0441\u043e\u0431\u0440\u0430\u043d\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445<\/h2>\n\n\n\n<p>\u041f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0439 \u0444\u043e\u0440\u043c\u0430\u0442 \u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442 \u0442\u043e\u0433\u043e, \u0447\u0442\u043e \u0432\u044b \u043f\u043b\u0430\u043d\u0438\u0440\u0443\u0435\u0442\u0435 \u0434\u0435\u043b\u0430\u0442\u044c \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0432 \u0434\u0430\u043b\u044c\u043d\u0435\u0439\u0448\u0435\u043c. \u0412\u043e\u0442 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e \u043f\u043e \u043f\u0440\u0438\u043d\u044f\u0442\u0438\u044e \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u0438 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0434\u043b\u044f \u043a\u0430\u0436\u0434\u043e\u0433\u043e \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0430.<\/p>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>\u0424\u043e\u0440\u043c\u0430\u0442<\/strong><\/td><td><strong>\u041b\u0443\u0447\u0448\u0435\u0435 \u0434\u043b\u044f<\/strong><\/td><td><strong>\u041c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0439 \u043c\u0430\u0441\u0448\u0442\u0430\u0431<\/strong><\/td><td><strong>\u0417\u0430\u043f\u0440\u0430\u0448\u0438\u0432\u0430\u0435\u043c\u044b\u0439?<\/strong><\/td><\/tr><\/thead><tbody><tr><td>CSV<\/td><td>\u0420\u0430\u0437\u043e\u0432\u044b\u0435 \u044d\u043a\u0441\u043f\u043e\u0440\u0442\u044b, \u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u0435 Excel\/pandas<\/td><td>~100 \u0442\u044b\u0441. \u0441\u0442\u0440\u043e\u043a<\/td><td>\u00a0\u041d\u0435\u0442<\/td><\/tr><tr><td>JSON<\/td><td>API, \u0432\u043b\u043e\u0436\u0435\u043d\u043d\u044b\u0435\/\u043d\u0435\u0440\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u044b\u0435 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0434\u0430\u043d\u043d\u044b\u0445<\/td><td>~100 \u0442\u044b\u0441. \u0441\u0442\u0440\u043e\u043a<\/td><td>\u00a0\u041d\u0435\u0442<\/td><\/tr><tr><td>SQLite<\/td><td>\u0414\u0435\u0434\u0443\u043f\u043b\u0438\u043a\u0430\u0446\u0438\u044f, \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u044b\u0435 \u0437\u0430\u043f\u0440\u043e\u0441\u044b, \u0441\u0440\u0435\u0434\u043d\u0438\u0439 \u043c\u0430\u0441\u0448\u0442\u0430\u0431<\/td><td>~10 \u043c\u043b\u043d \u0441\u0442\u0440\u043e\u043a<\/td><td>\u00a0\u0414\u0430<\/td><\/tr><tr><td>PostgreSQL<\/td><td>\u041f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0435 \u043a\u043e\u043d\u0432\u0435\u0439\u0435\u0440\u044b, \u043c\u043d\u043e\u0433\u043e\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u0438\u0435, \u043a\u0440\u0443\u043f\u043d\u043e\u043c\u0430\u0441\u0448\u0442\u0430\u0431\u043d\u044b\u0435<\/td><td>\u041d\u0435\u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u043d\u044b\u0439<\/td><td>\u00a0\u0414\u0430<\/td><\/tr><tr><td>\u043f\u0430\u043d\u0434\u0430\u0441 DataFrame<\/td><td>\u041d\u0435\u043c\u0435\u0434\u043b\u0435\u043d\u043d\u044b\u0439 \u0430\u043d\u0430\u043b\u0438\u0437\/\u0432\u0438\u0437\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445<\/td><td>\u041e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u0435 \u041e\u0417\u0423<\/td><td>\u00a0\u0414\u0430<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"import%20csv%2C%20json%2C%20sqlite3%0A%0Adata%20%3D%20%5B%0A%20%20%20%20%7B%22title%22%3A%20%22Book%20A%22%2C%20%22price%22%3A%20%22%C2%A312.99%22%2C%20%22rating%22%3A%20%22Four%22%7D%2C%0A%20%20%20%20%7B%22title%22%3A%20%22Book%20B%22%2C%20%22price%22%3A%20%22%C2%A39.99%22%2C%20%20%22rating%22%3A%20%22Five%22%7D%2C%0A%5D%0A%0A%23%20%E2%94%80%E2%94%80%20CSV%20%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%0Awith%20open%28%22output.csv%22%2C%20%22w%22%2C%20newline%3D%22%22%2C%20encoding%3D%22utf-8%22%29%20as%20f%3A%0A%20%20%20%20w%20%3D%20csv.DictWriter%28f%2C%20fieldnames%3Ddata%5B0%5D.keys%28%29%29%0A%20%20%20%20w.writeheader%28%29%3B%20w.writerows%28data%29%0A%0A%23%20%E2%94%80%E2%94%80%20JSON%20%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%0Awith%20open%28%22output.json%22%2C%20%22w%22%2C%20encoding%3D%22utf-8%22%29%20as%20f%3A%0A%20%20%20%20json.dump%28data%2C%20f%2C%20indent%3D2%2C%20ensure_ascii%3DFalse%29%0A%0A%23%20%E2%94%80%E2%94%80%20SQLite%20%28with%20deduplication%29%20%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%E2%94%80%0Aconn%20%3D%20sqlite3.connect%28%22books.db%22%29%0Aconn.execute%28%22%22%22%0A%20%20%20%20CREATE%20TABLE%20IF%20NOT%20EXISTS%20books%20%28%0A%20%20%20%20%20%20%20%20id%20%20%20%20%20INTEGER%20PRIMARY%20KEY%20AUTOINCREMENT%2C%0A%20%20%20%20%20%20%20%20title%20%20TEXT%20UNIQUE%2C%0A%20%20%20%20%20%20%20%20price%20%20TEXT%2C%0A%20%20%20%20%20%20%20%20rating%20TEXT%0A%20%20%20%20%29%0A%22%22%22%29%0Afor%20row%20in%20data%3A%0A%20%20%20%20conn.execute%28%0A%20%20%20%20%20%20%20%20%22INSERT%20OR%20IGNORE%20INTO%20books%20%28title%2C%20price%2C%20rating%29%20VALUES%20%28%3F%2C%3F%2C%3F%29%22%2C%0A%20%20%20%20%20%20%20%20%28row%5B%22title%22%5D%2C%20row%5B%22price%22%5D%2C%20row%5B%22rating%22%5D%29%0A%20%20%20%20%29%0Aconn.commit%28%29%3B%20conn.close%28%29\"><\/code><\/pre><\/figure>\n\n\n<h2 class=\"wp-block-heading\">\u041f\u043e\u0447\u0435\u043c\u0443 \u0441\u043a\u0440\u0435\u043f\u0435\u0440\u044b \u0431\u043b\u043e\u043a\u0438\u0440\u0443\u044e\u0442 \u0438 \u043a\u0430\u043a \u044d\u0442\u043e \u0438\u0441\u043f\u0440\u0430\u0432\u0438\u0442\u044c<\/h2>\n\n\n\n<p>\u042d\u0442\u043e \u0440\u0430\u0437\u0434\u0435\u043b, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u043e\u0431\u0443\u0447\u0430\u044e\u0449\u0438\u0445 \u043c\u0430\u0442\u0435\u0440\u0438\u0430\u043b\u043e\u0432 \u043f\u043e \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0443 \u043d\u0430 Python \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e \u043f\u0440\u043e\u043f\u0443\u0441\u043a\u0430\u044e\u0442, \u0438 \u043f\u0440\u0438\u0447\u0438\u043d\u0430, \u043f\u043e \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0441\u043a\u0440\u0435\u0439\u043f\u0435\u0440\u043e\u0432 \u0442\u0435\u0440\u043f\u044f\u0442 \u043d\u0435\u0443\u0434\u0430\u0447\u0443 \u0432 \u043f\u0440\u043e\u0434\u0430\u043a\u0448\u0435\u043d\u0435. \u0410\u043d\u0442\u0438\u0431\u043e\u0442\u043e\u0432\u044b\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u043c\u043d\u043e\u0433\u043e\u0443\u0440\u043e\u0432\u043d\u0435\u0432\u043e, \u0438 \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u043a\u0430\u0436\u0434\u043e\u0433\u043e \u0443\u0440\u043e\u0432\u043d\u044f \u2014 \u043f\u0435\u0440\u0432\u044b\u0439 \u0448\u0430\u0433 \u043a \u0438\u0445 \u043e\u0431\u0445\u043e\u0434\u0443.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0421\u0442\u0435\u043a \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f (\u043e\u0442\u0441\u043e\u0440\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043e \u043f\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u0441\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u043d\u0438\u044f)<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><\/td><td><strong>\u0421\u043b\u043e\u0439<\/strong><\/td><td><strong>\u0427\u0442\u043e \u044d\u0442\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u0442<\/strong><\/td><td><strong>\u0418\u0441\u043f\u0440\u0430\u0432\u0438\u0442\u044c<\/strong><\/td><\/tr><\/thead><tbody><tr><td>1<\/td><td><strong>TLS-\u043e\u0442\u043f\u0435\u0447\u0430\u0442\u043e\u043a<\/strong><\/td><td>JA3\/JA4 \u0445\u0435\u0448 \u0432\u0430\u0448\u0435\u0433\u043e TLS ClientHello \u2014 \u0441\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0435\u0442 \u043f\u0435\u0440\u0435\u0434 \u0447\u0442\u0435\u043d\u0438\u0435\u043c \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u043e\u0432<\/td><td>curl_cffi \u0434\u043b\u044f \u0438\u043c\u0438\u0442\u0430\u0446\u0438\u0438 \u0441\u0442\u0435\u043a\u0430 TLS \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0431\u0440\u0430\u0443\u0437\u0435\u0440\u0430<\/td><\/tr><tr><td>2<\/td><td><strong>HTTP-\u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0438<\/strong><\/td><td>\u0417\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0438 Bare requests \u0441\u043e\u0432\u0441\u0435\u043c \u043d\u0435 \u043f\u043e\u0445\u043e\u0436\u0438 \u043d\u0430 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0438 \u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0435\u0433\u043e \u0431\u0440\u0430\u0443\u0437\u0435\u0440\u0430<\/td><td>\u0423\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c \u043f\u043e\u043b\u043d\u044b\u0439, \u0440\u0435\u0430\u043b\u0438\u0441\u0442\u0438\u0447\u043d\u044b\u0439 \u043d\u0430\u0431\u043e\u0440 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u043e\u0432, \u0432\u043a\u043b\u044e\u0447\u0430\u044f Sec-Fetch-*<\/td><\/tr><tr><td>3<\/td><td><strong>\u0420\u0435\u043f\u0443\u0442\u0430\u0446\u0438\u044f IP-\u0430\u0434\u0440\u0435\u0441\u0430<\/strong><\/td><td>IP-\u0430\u0434\u0440\u0435\u0441\u0430 \u0434\u0430\u0442\u0430-\u0446\u0435\u043d\u0442\u0440\u043e\u0432 \u043f\u043e\u043c\u0435\u0447\u0435\u043d\u044b; \u0441\u043b\u0438\u0448\u043a\u043e\u043c \u043c\u043d\u043e\u0433\u043e \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u0441 \u043e\u0434\u043d\u043e\u0433\u043e IP = \u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u043a\u0430<\/td><td>\u0412\u0440\u0430\u0449\u0430\u0442\u044c \u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0435 \u043f\u0440\u043e\u043a\u0441\u0438 \u043f\u043e \u0437\u0430\u043f\u0440\u043e\u0441\u0443<\/td><\/tr><tr><td>4<\/td><td><strong>\u0412\u0440\u0435\u043c\u044f \u0437\u0430\u043f\u0440\u043e\u0441\u0430<\/strong><\/td><td>\u041c\u0430\u0448\u0438\u043d\u043d\u043e-\u0438\u0434\u0435\u0430\u043b\u044c\u043d\u044b\u0439 \u0442\u0430\u0439\u043c\u0438\u043d\u0433 \u2014 \u044d\u0442\u043e \u0441\u0438\u0433\u043d\u0430\u043b \u0431\u043e\u0442\u0430<\/td><td>\u0421\u043b\u0443\u0447\u0430\u0439\u043d\u044b\u0435 \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u0438 (1\u20134\u0441), \u0434\u0436\u0438\u0442\u0442\u0435\u0440 \u043f\u043e \u0438\u043d\u0442\u0435\u0440\u0432\u0430\u043b\u0430\u043c<\/td><\/tr><tr><td>5<\/td><td><strong>\u0411\u0440\u0430\u0443\u0437\u0435\u0440\u043d\u044b\u0439 \u043e\u0442\u043f\u0435\u0447\u0430\u0442\u043e\u043a<\/strong><\/td><td>\u0423\u0442\u0435\u0447\u043a\u0438 \u0438\u0437 \u0431\u0440\u0430\u0443\u0437\u0435\u0440\u0430 \u0431\u0435\u0437 \u0433\u043e\u043b\u043e\u0432\u044b: navigator.webdriver, \u043d\u0435\u0434\u043e\u0441\u0442\u0430\u044e\u0449\u0438\u0435 \u043f\u043b\u0430\u0433\u0438\u043d\u044b, \u0445\u044d\u0448 Canvas<\/td><td>Playwright \u0441 playwright-stealth<\/td><\/tr><tr><td>6<\/td><td><strong>\u041f\u043e\u0432\u0435\u0434\u0435\u043d\u0447\u0435\u0441\u043a\u0438\u0439 \u0430\u043d\u0430\u043b\u0438\u0437<\/strong><\/td><td>\u041d\u0435\u0442 \u0434\u0432\u0438\u0436\u0435\u043d\u0438\u044f \u043c\u044b\u0448\u0438, \u0441\u043a\u0440\u043e\u043b\u043b\u0438\u043d\u0433\u0430 \u0438\u043b\u0438 \u0448\u0430\u0431\u043b\u043e\u043d\u043e\u0432 \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f<\/td><td>Playwright \u0441 \u0440\u0430\u043d\u0434\u043e\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0441\u0438\u043c\u0443\u043b\u044f\u0446\u0438\u0435\u0439 \u043c\u044b\u0448\u0438\/\u0441\u043a\u0440\u043e\u043b\u043b\u0430<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h4 class=\"wp-block-heading\">\u0423\u0440\u043e\u0432\u0435\u043d\u044c 1: \u043e\u0431\u0445\u043e\u0434 TLS-\u043e\u0442\u043f\u0435\u0447\u0430\u0442\u043a\u0430 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e curl_cffi<\/h4>\n\n\n\n<p>\u042d\u0442\u043e \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0447\u0430\u0441\u0442\u043e \u0443\u043f\u0443\u0441\u043a\u0430\u0435\u043c\u043e\u0435 \u0438\u0441\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0432 2026 \u0433\u043e\u0434\u0443. Cloudflare, Akamai \u0438 DataDome \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u044e\u0442 TLS <em>ClientHello<\/em> \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0435 \u0435\u0449\u0435 \u0434\u043e \u0442\u043e\u0433\u043e, \u043a\u0430\u043a \u0432\u0430\u0448\u0438 HTTP-\u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0438 \u0431\u0443\u0434\u0443\u0442 \u0434\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u044b. \u0421\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u044b\u0439 Python <em>\u0437\u0430\u043f\u0440\u043e\u0441\u044b<\/em> \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430 \u0441\u043e\u0437\u0434\u0430\u0435\u0442 \u043e\u0442\u043f\u0435\u0447\u0430\u0442\u043e\u043a, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0442\u0440\u0438\u0432\u0438\u0430\u043b\u044c\u043d\u043e \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0435\u0442\u0441\u044f \u043a\u0430\u043a \u043d\u0435 \u0431\u0440\u0430\u0443\u0437\u0435\u0440. \u0418\u0441\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0437\u0430\u043a\u043b\u044e\u0447\u0430\u0435\u0442\u0441\u044f \u0432 <em>curl_cffi<\/em>:<\/p>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"pip%20install%20curl-cffi%0A%0Afrom%20curl_cffi%20import%20requests%20as%20cffi_requests%0A%0A%23%20Impersonate%20a%20real%20Chrome%20browser%27s%20TLS%20stack%0Aresponse%20%3D%20cffi_requests.get%28%0A%20%20%20%20%22https%3A%2F%2Fcloudflare-protected-site.com%22%2C%0A%20%20%20%20impersonate%3D%22chrome124%22%20%20%23%20or%20chrome120%2C%20safari17%2C%20firefox120%0A%29%0Aprint%28response.text%29\"><\/code><\/pre><\/figure>\n\n\n<h4 class=\"wp-block-heading\">\u0423\u0440\u043e\u0432\u0435\u043d\u044c 2: \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0430 \u0440\u0435\u0430\u043b\u0438\u0441\u0442\u0438\u0447\u043d\u044b\u0445 HTTP-\u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u043e\u0432<\/h4>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"HEADERS%20%3D%20%7B%0A%20%20%20%20%22User-Agent%22%3A%20%28%0A%20%20%20%20%20%20%20%20%22Mozilla%2F5.0%20%28Windows%20NT%2010.0%3B%20Win64%3B%20x64%29%20%22%0A%20%20%20%20%20%20%20%20%22AppleWebKit%2F537.36%20%28KHTML%2C%20like%20Gecko%29%20%22%0A%20%20%20%20%20%20%20%20%22Chrome%2F124.0.0.0%20Safari%2F537.36%22%0A%20%20%20%20%29%2C%0A%20%20%20%20%22Accept%22%3A%20%20%20%20%20%20%20%20%20%20%20%20%20%22text%2Fhtml%2Capplication%2Fxhtml%2Bxml%2Capplication%2Fxml%3Bq%3D0.9%2C%2A%2F%2A%3Bq%3D0.8%22%2C%0A%20%20%20%20%22Accept-Language%22%3A%20%20%20%20%22en-US%2Cen%3Bq%3D0.5%22%2C%0A%20%20%20%20%22Accept-Encoding%22%3A%20%20%20%20%22gzip%2C%20deflate%2C%20br%22%2C%0A%20%20%20%20%22Connection%22%3A%20%20%20%20%20%20%20%20%20%22keep-alive%22%2C%0A%20%20%20%20%22Upgrade-Insecure-Requests%22%3A%20%221%22%2C%0A%20%20%20%20%22Sec-Fetch-Dest%22%3A%20%20%20%20%20%22document%22%2C%0A%20%20%20%20%22Sec-Fetch-Mode%22%3A%20%20%20%20%20%22navigate%22%2C%0A%20%20%20%20%22Sec-Fetch-Site%22%3A%20%20%20%20%20%22none%22%2C%0A%20%20%20%20%22Sec-Fetch-User%22%3A%20%20%20%20%20%22%3F1%22%2C%0A%7D%0A%23%20Keep%20User-Agent%20current%20%E2%80%94%20browsers%20from%202022%20are%20a%20detection%20signal%20in%202026\"><\/code><\/pre><\/figure>\n\n\n<h4 class=\"wp-block-heading\">\u0421\u043b\u043e\u0439 5\u20136: \u0441\u043a\u0440\u044b\u0442\u043d\u044b\u0439 playwright<\/h4>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"pip%20install%20playwright-stealth%0A%0Afrom%20playwright.sync_api%20import%20sync_playwright%0Afrom%20playwright_stealth%20import%20stealth_sync%0A%0Awith%20sync_playwright%28%29%20as%20p%3A%0A%20%20%20%20browser%20%3D%20p.chromium.launch%28headless%3DTrue%29%0A%20%20%20%20page%20%3D%20browser.new_page%28%29%0A%20%20%20%20stealth_sync%28page%29%20%20%23%20patches%20navigator.webdriver%20and%2050%2B%20fingerprint%20signals%0A%0A%20%20%20%20%23%20Simulate%20human-like%20behaviour%0A%20%20%20%20page.goto%28%22https%3A%2F%2Fprotected-site.com%22%29%0A%20%20%20%20page.mouse.move%28400%2C%20300%29%0A%20%20%20%20page.wait_for_timeout%281500%29%0A%20%20%20%20page.evaluate%28%22window.scrollBy%280%2C%20400%29%22%29%0A%20%20%20%20page.wait_for_timeout%28800%29\"><\/code><\/pre><\/figure>\n\n\n<h2 class=\"wp-block-heading\">\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0445 \u043f\u0440\u043e\u043a\u0441\u0438 \u0432 Python<\/h2>\n\n\n\n<p>\u0411\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u043a\u0430 IP-\u0430\u0434\u0440\u0435\u0441\u043e\u0432 \u2014 \u0441\u0430\u043c\u0430\u044f \u0447\u0430\u0441\u0442\u0430\u044f \u043f\u0440\u0438\u0447\u0438\u043d\u0430 \u0441\u0431\u043e\u0435\u0432 Python-\u0441\u043a\u0440\u0435\u0439\u043f\u0435\u0440\u043e\u0432 \u0432 \u043f\u0440\u043e\u0434\u0430\u043a\u0448\u0435\u043d\u0435. \u041a\u0430\u043a \u0442\u043e\u043b\u044c\u043a\u043e \u0441\u0430\u0439\u0442 \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u0446\u0438\u0440\u0443\u0435\u0442 \u0432\u0430\u0448 IP-\u0430\u0434\u0440\u0435\u0441 \u2014 \u0447\u0435\u0440\u0435\u0437 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u0435 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u0438 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432, \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u0435 ASN \u0434\u0430\u0442\u0430-\u0446\u0435\u043d\u0442\u0440\u043e\u0432 \u0438\u043b\u0438 \u0444\u0438\u043d\u0433\u0435\u0440\u043f\u0440\u0438\u043d\u0442\u0438\u043d\u0433, \u2014 \u043a\u0430\u0436\u0434\u044b\u0439 \u0437\u0430\u043f\u0440\u043e\u0441 \u0441 \u044d\u0442\u043e\u0433\u043e \u0430\u0434\u0440\u0435\u0441\u0430 \u0431\u043b\u043e\u043a\u0438\u0440\u0443\u0435\u0442\u0441\u044f. \u0415\u0434\u0438\u043d\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0435 \u043d\u0430\u0434\u0435\u0436\u043d\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u2014 \u044d\u0442\u043e <a href=\"https:\/\/nodemaven.com\/ru\/proxies\/rotating-residential-proxies\/\">\u0432\u0440\u0430\u0449\u0435\u043d\u0438\u0435 \u043f\u0440\u043e\u043a\u0441\u0438 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0445 IP-\u0430\u0434\u0440\u0435\u0441\u043e\u0432<\/a>.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u041f\u043e\u0447\u0435\u043c\u0443 \u0438\u043c\u0435\u043d\u043d\u043e \u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0435 \u043f\u0440\u043e\u043a\u0441\u0438?<\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>\u0422\u0438\u043f \u043f\u0440\u043e\u043a\u0441\u0438<\/strong><\/td><td><strong>\u0420\u0438\u0441\u043a \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f<\/strong><\/td><td><strong>\u0421\u043a\u043e\u0440\u043e\u0441\u0442\u044c<\/strong><\/td><td><strong>\u041b\u0443\u0447\u0448\u0435\u0435 \u0434\u043b\u044f<\/strong><\/td><\/tr><\/thead><tbody><tr><td>\u0426\u0435\u043d\u0442\u0440 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445<\/td><td>\ud83d\udd34 \u0412\u044b\u0441\u043e\u043a\u0438\u0439 \u2014 ASN \u043b\u0435\u0433\u043a\u043e \u043e\u0442\u043c\u0435\u0447\u0435\u043d<\/td><td>\ud83d\udfe2 \u0411\u044b\u0441\u0442\u0440\u043e<\/td><td>\u0421\u0430\u0439\u0442\u044b \u0442\u043e\u043b\u044c\u043a\u043e \u0441 \u043d\u0438\u0437\u043a\u043e\u0439 \u0437\u0430\u0449\u0438\u0442\u043e\u0439<\/td><\/tr><tr><td>\u0420\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0435<\/td><td>\ud83d\udfe2 \u041d\u0438\u0437\u043a\u043e \u2014 \u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0438\u0435 IP-\u0430\u0434\u0440\u0435\u0441\u0430 \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442-\u043f\u0440\u043e\u0432\u0430\u0439\u0434\u0435\u0440\u043e\u0432<\/td><td>\ud83d\udfe1 \u0421\u0440\u0435\u0434\u043d\u0438\u0439<\/td><td>\u0411\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0441\u0430\u0439\u0442\u043e\u0432 \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u043e\u0439 \u043a\u043e\u043c\u043c\u0435\u0440\u0446\u0438\u0438, \u043d\u043e\u0432\u043e\u0441\u0442\u043d\u044b\u0445, \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445<\/td><\/tr><tr><td>ISP (\u0441\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0439)<\/td><td>\ud83d\udfe2 \u041d\u0438\u0437\u043a\u0438\u0439 \u2014 \u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u043e\u0435 \u0434\u043e\u0432\u0435\u0440\u0438\u0435 + \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c<\/td><td>\ud83d\udfe2 \u0411\u044b\u0441\u0442\u0440\u043e<\/td><td>\u0421\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0441\u0435\u0441\u0441\u0438\u0439, \u043f\u043e\u0442\u043e\u043a\u0438 \u0432\u0445\u043e\u0434\u0430 \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0443<\/td><\/tr><tr><td>\u041c\u043e\u0431\u0438\u043b\u044c\u043d\u044b\u0439 (4G\/5G)<\/td><td>\ud83d\udfe2 \u041e\u0447\u0435\u043d\u044c \u043d\u0438\u0437\u043a\u0438\u0439 \u2014 IP-\u0430\u0434\u0440\u0435\u0441\u0430 \u043d\u043e\u0441\u0438\u0442\u0435\u043b\u0435\u0439 \u0434\u043e\u0432\u0435\u0440\u0435\u043d\u043d\u044b\u0435<\/td><td>\ud83d\udfe1 \u0412\u0430\u0440\u044c\u0438\u0440\u0443\u0435\u0442\u0441\u044f<\/td><td>\u0412\u044b\u0441\u043e\u043a\u043e\u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0435 \u043e\u0431\u044a\u0435\u043a\u0442\u044b, \u0441\u043e\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0435 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u044b<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p><a href=\"https:\/\/nodemaven.com\/ru\/proxies\/residential-proxies\/\">\u0420\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0435 \u043f\u0440\u043e\u043a\u0441\u0438<\/a> \u043c\u0430\u0440\u0448\u0440\u0443\u0442\u0438\u0437\u0438\u0440\u0443\u0439\u0442\u0435 \u0441\u0432\u043e\u0438 \u0437\u0430\u043f\u0440\u043e\u0441\u044b \u0447\u0435\u0440\u0435\u0437 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0435 \u0434\u043e\u043c\u0430\u0448\u043d\u0438\u0435 IP-\u0430\u0434\u0440\u0435\u0441\u0430, \u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u043d\u044b\u0435 \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442-\u043f\u0440\u043e\u0432\u0430\u0439\u0434\u0435\u0440\u0430\u043c\u0438, \u0442\u043e\u0433\u043e \u0436\u0435 \u0442\u0438\u043f\u0430 IP, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u0447\u0435\u043b\u043e\u0432\u0435\u043a, \u043f\u0440\u043e\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u044e\u0449\u0438\u0439 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u0438\u0437 \u0441\u0432\u043e\u0435\u0433\u043e \u0434\u043e\u043c\u0430. \u0414\u043b\u044f \u0446\u0435\u043b\u0435\u0432\u043e\u0433\u043e \u0432\u0435\u0431-\u0441\u0430\u0439\u0442\u0430 \u0442\u0440\u0430\u0444\u0438\u043a \u0432\u044b\u0433\u043b\u044f\u0434\u0438\u0442 \u0438\u0434\u0435\u043d\u0442\u0438\u0447\u043d\u043e \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f\u043c \u043e\u0431\u044b\u0447\u043d\u043e\u0433\u043e \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f. \u0412\u043e\u0442 \u043f\u043e\u0447\u0435\u043c\u0443 \u043e\u043d\u0438 \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u044b\u043c \u0432\u044b\u0431\u043e\u0440\u043e\u043c \u0434\u043b\u044f \u0441\u0435\u0440\u044c\u0435\u0437\u043d\u043e\u0433\u043e \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430 \u043d\u0430 Python.<\/p>\n\n\n<div\n\t\t\t\n\t\t\tclass=\"so-widget-rhinocore-addons-rhino-alert-banner so-widget-rhinocore-addons-rhino-alert-banner-default-d75171398898\"\n\t\t\t\n\t\t><div class=\"rhino-widget rhino-widget--rhinocore-addons-rhino-alert-banner section-alert\"    style=\"--alert-background-color: #E6E6FF\"\n>\n            <div class=\"section-alert__icon\">\n            <img decoding=\"async\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/02\/icon-4.svg\" alt=\"\" loading=\"lazy\" width=\"64\" height=\"64\">        <\/div>\n    \n            <div class=\"section-alert__main\">\n            \n                            <div class=\"section-alert__description\"><p><strong>IP-\u0444\u0438\u043b\u044c\u0442\u0440 NodeMaven \u043f\u0440\u0435\u0434\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u0442 \u043a\u0430\u0436\u0434\u044b\u0439 IP-\u0430\u0434\u0440\u0435\u0441 \u2014 \u0442\u043e\u043b\u044c\u043a\u043e \u0447\u0438\u0441\u0442\u044b\u0435 \u0430\u0434\u0440\u0435\u0441\u0430 \u0441 \u043d\u0438\u0437\u043a\u0438\u043c \u0443\u0440\u043e\u0432\u043d\u0435\u043c \u043c\u043e\u0448\u0435\u043d\u043d\u0438\u0447\u0435\u0441\u0442\u0432\u0430 \u0432 \u043f\u0443\u043b\u0435<\/strong><\/p>\n<\/div>\n                    <\/div>\n    \n            <a\n            class=\"section-alert__button b-btn b-btn--static-xl b-btn--secondary-black\"\n            href=\"https:\/\/dashboard.nodemaven.com\/accounts\/signup\/?next=\/checkout\/pag\/trial&_gl=1*lri4ul*_gcl_aw*R0NMLjE3NzkyODYzNDMuQ2p3S0NBand0N1hRQmhCa0Vpd0F0U3RwcDBSV2xNVVBsMXk5M2xzV2JJUnVkT0dPRjdDc1M4enh5X2JGb0tabEZJMGtBSXFZMHFlTVdCb0MwMzBRQXZEX0J3RQ..*_gcl_au*MTk3NzAwNDQ4My4xNzcyNDc5NzU3*_ga*MTAxNzQyMTIwOC4xNzYyODcwMDE5*_ga_33JL89XFQ5*czE3NzkzNTk0MzMkbzE4MCRnMSR0MTc3OTM2MDAxNCRqNDYkbDAkaDI1MTU5Mjk0NA..\"\n             target=\"_blank\" rel=\"noopener noreferrer\">\n            \u041f\u043e\u043f\u0440\u043e\u0431\u043e\u0432\u0430\u0442\u044c        <\/a>\n    <\/div>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\">\u041d\u0430\u0447\u043d\u0438\u0442\u0435 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u044b\u0439 \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433 \u0441 \u043f\u0440\u043e\u043a\u0441\u0438 NodeMaven<\/h3>\n\n\n\n<p><a href=\"https:\/\/nodemaven.com\/ru\/use-cases\/proxies-for-python\/\">\u041f\u0440\u043e\u043a\u0441\u0438 NodeMaven \u0434\u043b\u044f Python<\/a> \u0411\u043e\u043b\u0435\u0435 30 \u043c\u0438\u043b\u043b\u0438\u043e\u043d\u043e\u0432 \u043f\u0440\u0435\u0434\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043e\u0442\u0444\u0438\u043b\u044c\u0442\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 IP-\u0430\u0434\u0440\u0435\u0441\u043e\u0432 \u0447\u0430\u0441\u0442\u043d\u044b\u0445 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u044e\u0442 \u043a\u043e\u044d\u0444\u0444\u0438\u0446\u0438\u0435\u043d\u0442 \u0443\u0441\u043f\u0435\u0448\u043d\u043e\u0441\u0442\u0438 \u0441\u043a\u0440\u0435\u0439\u043f\u0435\u0440\u043e\u0432 \u043d\u0430 \u0443\u0440\u043e\u0432\u043d\u0435 \u0431\u043e\u043b\u0435\u0435 98,1 %.<\/p>\n\n\n\n<p>\u041a\u0430\u0436\u0434\u044b\u0439 IP-\u0430\u0434\u0440\u0435\u0441 \u043f\u0440\u043e\u0445\u043e\u0434\u0438\u0442 <a href=\"https:\/\/nodemaven.com\/ru\/features\/ip-quality-filter\/\">\u0424\u0438\u043b\u044c\u0442\u0440 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430<\/a> \u2014 \u0431\u0435\u0437 \u043e\u0431\u043e\u0436\u0436\u0435\u043d\u043d\u044b\u0445, \u043f\u043e\u043c\u0435\u0447\u0435\u043d\u043d\u044b\u0445 \u0438\u043b\u0438 \u043f\u0435\u0440\u0435\u0440\u0430\u0431\u043e\u0442\u0430\u043d\u043d\u044b\u0445 \u0430\u0434\u0440\u0435\u0441\u043e\u0432 \u0432 \u043f\u0443\u043b\u0435. \u0412\u043a\u043b\u044e\u0447\u0430\u0435\u0442 \u0440\u043e\u0442\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u0438 \u0441\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u044b, SOCKS5 + HTTPS \u0438 \u0433\u0435\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u0442\u0430\u0440\u0433\u0435\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043d\u0430 \u0443\u0440\u043e\u0432\u043d\u0435 \u043f\u043e\u0447\u0442\u043e\u0432\u043e\u0433\u043e \u0438\u043d\u0434\u0435\u043a\u0441\u0430 \u043f\u043e \u0432\u0441\u0435\u0439 <a href=\"https:\/\/nodemaven.com\/ru\/locations\/\">190+ \u043b\u043e\u043a\u0430\u0446\u0438\u0439.<\/a><\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0411\u0430\u0437\u043e\u0432\u0430\u044f \u0438\u043d\u0442\u0435\u0433\u0440\u0430\u0446\u0438\u044f \u043f\u0440\u043e\u043a\u0441\u0438 \u0441 requests<\/h3>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"import%20requests%0A%0A%23%20NodeMaven%20proxy%20credentials%0APROXY%20%3D%20%22http%3A%2F%2FUSERNAME%3APASSWORD%40proxy.nodemaven.com%3A8080%22%0A%0Aproxies%20%3D%20%7B%22http%22%3A%20PROXY%2C%20%22https%22%3A%20PROXY%7D%0A%0Aresponse%20%3D%20requests.get%28%0A%20%20%20%20%22https%3A%2F%2Fhttpbin.org%2Fip%22%2C%0A%20%20%20%20proxies%3Dproxies%2C%0A%20%20%20%20timeout%3D15%0A%29%0Aprint%28response.json%28%29%29%20%20%23%20Returns%20the%20proxy%20IP%2C%20not%20yours\"><\/code><\/pre><\/figure>\n\n\n<h3 class=\"wp-block-heading\">\u0420\u043e\u0442\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u043f\u0440\u043e\u043a\u0441\u0438 \u043f\u043e \u0437\u0430\u043f\u0440\u043e\u0441\u0443<\/h3>\n\n\n\n<p>\u0414\u043b\u044f \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u043e\u0439 \u0437\u0430\u0449\u0438\u0442\u044b \u043e\u0442 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f \u043c\u0435\u043d\u044f\u0439\u0442\u0435 \u043f\u0440\u043e\u043a\u0441\u0438 \u043f\u0440\u0438 \u043a\u0430\u0436\u0434\u043e\u043c \u0437\u0430\u043f\u0440\u043e\u0441\u0435, \u0447\u0442\u043e\u0431\u044b \u043a\u0430\u0436\u0434\u044b\u0439 \u0432\u044b\u0433\u043b\u044f\u0434\u0435\u043b \u0438\u0441\u0445\u043e\u0434\u044f\u0449\u0438\u043c \u043e\u0442 \u043d\u043e\u0432\u043e\u0433\u043e \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f.<\/p>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"import%20requests%2C%20random%2C%20time%0A%0A%23%20NodeMaven%20provides%20a%20pool%20of%20rotating%20endpoints%0APROXY_POOL%20%3D%20%5B%0A%20%20%20%20%22http%3A%2F%2FUSER%3APASS%40proxy1.nodemaven.com%3A8080%22%2C%0A%20%20%20%20%22http%3A%2F%2FUSER%3APASS%40proxy2.nodemaven.com%3A8080%22%2C%0A%20%20%20%20%22http%3A%2F%2FUSER%3APASS%40proxy3.nodemaven.com%3A8080%22%2C%0A%5D%0A%0Adef%20get_proxy%28%29%3A%0A%20%20%20%20p%20%3D%20random.choice%28PROXY_POOL%29%0A%20%20%20%20return%20%7B%22http%22%3A%20p%2C%20%22https%22%3A%20p%7D%0A%0Aurls%20%3D%20%5Bf%22https%3A%2F%2Fexample.com%2Fproduct%2F%7Bi%7D%22%20for%20i%20in%20range%281%2C%20101%29%5D%0A%0Afor%20url%20in%20urls%3A%0A%20%20%20%20try%3A%0A%20%20%20%20%20%20%20%20response%20%3D%20requests.get%28url%2C%20proxies%3Dget_proxy%28%29%2C%20timeout%3D15%29%0A%20%20%20%20%20%20%20%20print%28f%22%5B%7Bresponse.status_code%7D%5D%20%7Burl%7D%22%29%0A%20%20%20%20except%20requests.exceptions.ProxyError%20as%20e%3A%0A%20%20%20%20%20%20%20%20print%28f%22Proxy%20error%20on%20%7Burl%7D%3A%20%7Be%7D%22%29%0A%20%20%20%20except%20requests.exceptions.Timeout%3A%0A%20%20%20%20%20%20%20%20print%28f%22Timeout%20on%20%7Burl%7D%22%29%0A%0A%20%20%20%20time.sleep%28random.uniform%280.5%2C%202.5%29%29\"><\/code><\/pre><\/figure>\n\n\n<h3 class=\"wp-block-heading\">\u041f\u0440\u043e\u043a\u0441\u0438 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0441\u0435\u0441\u0441\u0438\u0439 (\u0434\u043b\u044f \u043f\u043e\u0442\u043e\u043a\u043e\u0432 \u0432\u0445\u043e\u0434\u0430)<\/h3>\n\n\n\n<p>\u041f\u0440\u0438 \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0435 \u0437\u0430\u043b\u043e\u0433\u0438\u043d\u0435\u043d\u043d\u044b\u0445 \u0441\u0430\u0439\u0442\u043e\u0432 \u2014 \u0438\u043b\u0438 \u043b\u044e\u0431\u044b\u0445 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0435\u0432, \u0442\u0440\u0435\u0431\u0443\u044e\u0449\u0438\u0445 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u043e\u0434\u043d\u043e\u0433\u043e \u0438 \u0442\u043e\u0433\u043e \u0436\u0435 IP-\u0430\u0434\u0440\u0435\u0441\u0430 \u0434\u043b\u044f \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u2014 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 \u043f\u0440\u043e\u043a\u0441\u0438 \u0441 \u00ab\u043b\u0438\u043f\u043a\u0438\u043c\u0438\u00bb \u0441\u0435\u0441\u0441\u0438\u044f\u043c\u0438:<\/p>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"session%20%3D%20requests.Session%28%29%0Asession.proxies%20%3D%20%7B%0A%20%20%20%20%22http%22%3A%20%20%22http%3A%2F%2FUSER%3APASS%40proxy.nodemaven.com%3A8080%22%2C%0A%20%20%20%20%22https%22%3A%20%22http%3A%2F%2FUSER%3APASS%40proxy.nodemaven.com%3A8080%22%2C%0A%7D%0Asession.headers.update%28HEADERS%29%0A%0A%23%20All%20requests%20in%20this%20session%20share%20the%20same%20IP%0Asession.post%28%22https%3A%2F%2Fexample.com%2Flogin%22%2C%20data%3D%7B%22user%22%3A%20%22me%22%2C%20%22pass%22%3A%20%22secret%22%7D%29%0Adashboard%20%3D%20session.get%28%22https%3A%2F%2Fexample.com%2Fdashboard%22%29%0Adata_page%20%20%3D%20session.get%28%22https%3A%2F%2Fexample.com%2Fdata%22%29\"><\/code><\/pre><\/figure>\n\n\n<h3 class=\"wp-block-heading\">\u0413\u0435\u043e\u0442\u0430\u0440\u0433\u0435\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u043f\u0440\u043e\u043a\u0441\u0438 \u0434\u043b\u044f \u043b\u043e\u043a\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445<\/h3>\n\n\n\n<p>\u041e\u0434\u043d\u0438\u043c \u0438\u0437 \u0441\u0430\u043c\u044b\u0445 \u043c\u043e\u0449\u043d\u044b\u0445 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0435\u0432 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f <a href=\"https:\/\/nodemaven.com\/ru\/proxies\/residential-proxies\/\">\u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0435 \u043f\u0440\u043e\u043a\u0441\u0438<\/a> \u0412 Python \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433 \u2014 \u044d\u0442\u043e \u0434\u043e\u0441\u0442\u0443\u043f \u043a \u0440\u0435\u0433\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u043c\u0443 \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0443: \u043b\u043e\u043a\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u0446\u0435\u043d\u044b, \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u044b \u043f\u043e\u0438\u0441\u043a\u0430, \u043d\u0430\u043b\u0438\u0447\u0438\u0435 \u0442\u043e\u0432\u0430\u0440\u043e\u0432 \u0438\u043b\u0438 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b \u0441 \u0433\u0435\u043e\u0433\u0440\u0430\u0444\u0438\u0447\u0435\u0441\u043a\u0438\u043c\u0438 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f\u043c\u0438. NodeMaven \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0442\u0430\u0440\u0433\u0435\u0442\u0438\u043d\u0433 \u043d\u0430 \u0443\u0440\u043e\u0432\u043d\u0435 \u043f\u043e\u0447\u0442\u043e\u0432\u044b\u0445 \u0438\u043d\u0434\u0435\u043a\u0441\u043e\u0432, \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0434\u0435\u0442\u0430\u043b\u044c\u043d\u044b\u0439 \u0434\u043e\u0441\u0442\u0443\u043f\u043d\u044b\u0439 \u0433\u0435\u043e\u0442\u0430\u0440\u0433\u0435\u0442\u0438\u043d\u0433:<\/p>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"%23%20Country-level%20targeting%0Aproxy_us%20%3D%20%22http%3A%2F%2FUSER%3APASS%40proxy.nodemaven.com%3A8080%3Fcountry%3DUS%22%0Aproxy_de%20%3D%20%22http%3A%2F%2FUSER%3APASS%40proxy.nodemaven.com%3A8080%3Fcountry%3DDE%22%0A%0A%23%20City-level%20targeting%0Aproxy_nyc%20%3D%20%22http%3A%2F%2FUSER%3APASS%40proxy.nodemaven.com%3A8080%3Fcountry%3DUS%26city%3DNewYork%22%0A%0A%23%20Compare%20prices%20across%20markets%0Afor%20country%2C%20proxy%20in%20%5B%28%22US%22%2C%20proxy_us%29%2C%20%28%22DE%22%2C%20proxy_de%29%5D%3A%0A%20%20%20%20resp%20%3D%20requests.get%28%0A%20%20%20%20%20%20%20%20%22https%3A%2F%2Fshop.example.com%2Fproduct%2F123%22%2C%0A%20%20%20%20%20%20%20%20proxies%3D%7B%22http%22%3A%20proxy%2C%20%22https%22%3A%20proxy%7D%2C%0A%20%20%20%20%20%20%20%20timeout%3D15%0A%20%20%20%20%29%0A%20%20%20%20soup%20%3D%20BeautifulSoup%28resp.text%2C%20%22lxml%22%29%0A%20%20%20%20price%20%3D%20soup.select_one%28%22.price%22%29.text%0A%20%20%20%20print%28f%22%7Bcountry%7D%3A%20%7Bprice%7D%22%29\"><\/code><\/pre><\/figure>\n\n<div\n\t\t\t\n\t\t\tclass=\"so-widget-rhinocore-addons-rhino-alert-banner so-widget-rhinocore-addons-rhino-alert-banner-default-d75171398898\"\n\t\t\t\n\t\t><div class=\"rhino-widget rhino-widget--rhinocore-addons-rhino-alert-banner section-alert\"    style=\"--alert-background-color: #E6E6FF\"\n>\n            <div class=\"section-alert__icon\">\n            <img decoding=\"async\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/02\/icon-4.svg\" alt=\"\" loading=\"lazy\" width=\"64\" height=\"64\">        <\/div>\n    \n            <div class=\"section-alert__main\">\n            \n                            <div class=\"section-alert__description\"><p><strong>\u0421\u0431\u043e\u0440 \u043b\u043e\u043a\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0446\u0435\u043d \u0438 \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0430 \u0441 \u0442\u0430\u0440\u0433\u0435\u0442\u0438\u043d\u0433\u043e\u043c \u043d\u0430 \u0443\u0440\u043e\u0432\u043d\u0435 \u043f\u043e\u0447\u0442\u043e\u0432\u044b\u0445 \u0438\u043d\u0434\u0435\u043a\u0441\u043e\u0432 \u0432 \u0431\u043e\u043b\u0435\u0435 \u0447\u0435\u043c 190 \u0440\u0435\u0433\u0438\u043e\u043d\u0430\u0445<\/strong><\/p>\n<\/div>\n                    <\/div>\n    \n            <a\n            class=\"section-alert__button b-btn b-btn--static-xl b-btn--secondary-black\"\n            href=\"https:\/\/dashboard.nodemaven.com\/accounts\/signup\/?next=\/checkout\/pag\/trial&_gl=1*lri4ul*_gcl_aw*R0NMLjE3NzkyODYzNDMuQ2p3S0NBand0N1hRQmhCa0Vpd0F0U3RwcDBSV2xNVVBsMXk5M2xzV2JJUnVkT0dPRjdDc1M4enh5X2JGb0tabEZJMGtBSXFZMHFlTVdCb0MwMzBRQXZEX0J3RQ..*_gcl_au*MTk3NzAwNDQ4My4xNzcyNDc5NzU3*_ga*MTAxNzQyMTIwOC4xNzYyODcwMDE5*_ga_33JL89XFQ5*czE3NzkzNTk0MzMkbzE4MCRnMSR0MTc3OTM2MDAxNCRqNDYkbDAkaDI1MTU5Mjk0NA..\"\n             target=\"_blank\" rel=\"noopener noreferrer\">\n            \u041f\u043e\u043f\u0440\u043e\u0431\u043e\u0432\u0430\u0442\u044c        <\/a>\n    <\/div>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\">\u041f\u0440\u043e\u043a\u0441\u0438 \u0441 Playwright<\/h3>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"from%20playwright.sync_api%20import%20sync_playwright%0A%0Aproxy_config%20%3D%20%7B%0A%20%20%20%20%22server%22%3A%20%20%20%22http%3A%2F%2Fproxy.nodemaven.com%3A8080%22%2C%0A%20%20%20%20%22username%22%3A%20%22YOUR_USERNAME%22%2C%0A%20%20%20%20%22password%22%3A%20%22YOUR_PASSWORD%22%2C%0A%7D%0A%0Awith%20sync_playwright%28%29%20as%20p%3A%0A%20%20%20%20browser%20%3D%20p.chromium.launch%28proxy%3Dproxy_config%29%0A%20%20%20%20context%20%3D%20browser.new_context%28%29%0A%20%20%20%20page%20%3D%20context.new_page%28%29%0A%20%20%20%20page.goto%28%22https%3A%2F%2Fhttpbin.org%2Fip%22%29%0A%20%20%20%20print%28page.content%28%29%29%0A%20%20%20%20browser.close%28%29\"><\/code><\/pre><\/figure>\n\n\n<h3 class=\"wp-block-heading\">\u041b\u043e\u0433\u0438\u043a\u0430 \u043f\u043e\u0432\u0442\u043e\u0440\u043d\u044b\u0445 \u043f\u043e\u043f\u044b\u0442\u043e\u043a \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0441\u0442\u0432\u0430<\/h3>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"from%20requests.adapters%20import%20HTTPAdapter%0Afrom%20urllib3.util.retry%20import%20Retry%0A%0Adef%20make_session%28proxy%3A%20str%29%20-%3E%20requests.Session%3A%0A%20%20%20%20session%20%3D%20requests.Session%28%29%0A%20%20%20%20session.proxies%20%3D%20%7B%22http%22%3A%20proxy%2C%20%22https%22%3A%20proxy%7D%0A%20%20%20%20session.headers.update%28HEADERS%29%0A%0A%20%20%20%20retry%20%3D%20Retry%28%0A%20%20%20%20%20%20%20%20total%3D4%2C%0A%20%20%20%20%20%20%20%20backoff_factor%3D2%2C%20%20%20%20%20%20%20%20%20%20%20%23%20waits%202%2C%204%2C%208%2C%2016%20seconds%0A%20%20%20%20%20%20%20%20status_forcelist%3D%5B429%2C%20500%2C%20502%2C%20503%2C%20504%5D%2C%0A%20%20%20%20%20%20%20%20allowed_methods%3D%5B%22GET%22%2C%20%22POST%22%5D%2C%0A%20%20%20%20%29%0A%20%20%20%20adapter%20%3D%20HTTPAdapter%28max_retries%3Dretry%29%0A%20%20%20%20session.mount%28%22http%3A%2F%2F%22%2C%20adapter%29%0A%20%20%20%20session.mount%28%22https%3A%2F%2F%22%2C%20adapter%29%0A%20%20%20%20return%20session\"><\/code><\/pre><\/figure>\n\n\n<p>\u0424\u0438\u043b\u044c\u0442\u0440 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430 IP-\u0430\u0434\u0440\u0435\u0441\u043e\u0432 NodeMaven \u043e\u0442\u043b\u0438\u0447\u0430\u0435\u0442 \u0435\u0433\u043e \u043e\u0442 \u043e\u0431\u044b\u0447\u043d\u044b\u0445 \u043f\u043e\u0441\u0442\u0430\u0432\u0449\u0438\u043a\u043e\u0432 \u043f\u0440\u043e\u043a\u0441\u0438. \u041f\u0440\u0435\u0436\u0434\u0435 \u0447\u0435\u043c IP-\u0430\u0434\u0440\u0435\u0441 \u043f\u043e\u043f\u0430\u0434\u0435\u0442 \u0432 \u043f\u0443\u043b, \u043e\u043d \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u0442\u0441\u044f \u043f\u043e \u0431\u0430\u0437\u0430\u043c \u0434\u0430\u043d\u043d\u044b\u0445 \u043e \u043c\u043e\u0448\u0435\u043d\u043d\u0438\u0447\u0435\u0441\u0442\u0432\u0435 \u0438 \u043e\u0446\u0435\u043d\u0438\u0432\u0430\u0435\u0442\u0441\u044f. \u0422\u043e\u043b\u044c\u043a\u043e IP-\u0430\u0434\u0440\u0435\u0441\u0430 \u0441 \u0447\u0438\u0441\u0442\u043e\u0439 \u0438\u0441\u0442\u043e\u0440\u0438\u0435\u0439 \u0438 \u00ab\u041e\u0446\u0435\u043d\u043a\u0438 \u043c\u043e\u0448\u0435\u043d\u043d\u0438\u0447\u0435\u0441\u0442\u0432\u0430 &lt;70%\u00bb \u2014 \u044d\u0442\u043e \u043e\u0437\u043d\u0430\u0447\u0430\u0435\u0442, \u0447\u0442\u043e \u0432\u044b \u0431\u0443\u0434\u0435\u0442\u0435 \u043f\u043e\u043b\u0443\u0447\u0430\u0442\u044c \u043c\u0435\u043d\u044c\u0448\u0435 \u043e\u0448\u0438\u0431\u043e\u043a 403, \u0440\u0435\u0436\u0435 \u0441\u0442\u0430\u043b\u043a\u0438\u0432\u0430\u0442\u044c\u0441\u044f \u0441 CAPTCHA \u0438 \u0441\u043c\u043e\u0436\u0435\u0442\u0435 \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442\u044c \u0431\u043e\u043b\u0435\u0435 \u0434\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0441\u0435\u0441\u0441\u0438\u0438 \u0441\u0431\u043e\u0440\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0431\u0435\u0437 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u0438 \u0441\u0442\u043e\u043b\u044c \u0447\u0430\u0441\u0442\u043e\u0439 \u0441\u043c\u0435\u043d\u044b \u0434\u043e\u043c\u0435\u043d\u043d\u044b\u0445 \u0438\u043c\u0435\u043d. <a href=\"https:\/\/nodemaven.com\/ru\/features\/ip-quality-filter\/\">\u0423\u0437\u043d\u0430\u0439\u0442\u0435 \u043e \u0444\u0438\u043b\u044c\u0442\u0440\u0435 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0430<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u041c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Scrapy<\/h2>\n\n\n\n<p>\u0414\u043b\u044f \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432, \u0442\u0440\u0435\u0431\u0443\u044e\u0449\u0438\u0445 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u0442\u044b\u0441\u044f\u0447 \u0438\u043b\u0438 \u043c\u0438\u043b\u043b\u0438\u043e\u043d\u043e\u0432 \u0441\u0442\u0440\u0430\u043d\u0438\u0446, \u0438\u043b\u0438 \u043d\u0443\u0436\u0434\u0430\u044e\u0449\u0438\u0445\u0441\u044f \u0432 \u0440\u0430\u0431\u043e\u0442\u0435 \u043f\u043e \u0440\u0430\u0441\u043f\u0438\u0441\u0430\u043d\u0438\u044e \u0441 \u043b\u043e\u0433\u0438\u043a\u043e\u0439 \u043f\u043e\u0432\u0442\u043e\u0440\u043d\u044b\u0445 \u043f\u043e\u043f\u044b\u0442\u043e\u043a, \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u0435\u043c \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u0438 \u0438 \u043a\u043e\u043d\u0432\u0435\u0439\u0435\u0440\u0430\u043c\u0438 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, Scrapy \u2014 \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u0439 \u0432\u044b\u0431\u043e\u0440. \u041e\u043d \"\u0438\u0437 \u043a\u043e\u0440\u043e\u0431\u043a\u0438\" \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u0435\u0442 \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u0438\u0437\u043c\u043e\u043c, \u043f\u0440\u043e\u043c\u0435\u0436\u0443\u0442\u043e\u0447\u043d\u044b\u043c \u041f\u041e, \u043a\u043e\u043d\u0432\u0435\u0439\u0435\u0440\u0430\u043c\u0438 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u043e\u0432 \u0438 \u0440\u0430\u0437\u0432\u0435\u0440\u0442\u044b\u0432\u0430\u043d\u0438\u0435\u043c.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0411\u044b\u0441\u0442\u0440\u0430\u044f \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430<\/h3>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"pip%20install%20scrapy%0Ascrapy%20startproject%20bookscrawler%0Acd%20bookscrawler%0Ascrapy%20genspider%20books%20books.toscrape.com\"><\/code><\/pre><\/figure>\n\n\n<h3 class=\"wp-block-heading\">\u041f\u0440\u043e\u0434\u0430\u043a\u0448\u043d-\u043f\u0430\u0443\u043a \u0441\u043e \u043f\u0440\u043e\u043c\u0435\u0436\u0443\u0442\u043e\u0447\u043d\u044b\u043c \u041f\u041e \u0434\u043b\u044f \u043f\u0440\u043e\u043a\u0441\u0438<\/h3>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"import%20scrapy%0A%0Aclass%20BooksSpider%28scrapy.Spider%29%3A%0A%20%20%20%20name%20%3D%20%22books%22%0A%20%20%20%20start_urls%20%3D%20%5B%22https%3A%2F%2Fbooks.toscrape.com%2F%22%5D%0A%0A%20%20%20%20custom_settings%20%3D%20%7B%0A%20%20%20%20%20%20%20%20%22DOWNLOAD_DELAY%22%3A%20%20%20%20%20%20%20%20%201.5%2C%0A%20%20%20%20%20%20%20%20%22CONCURRENT_REQUESTS%22%3A%20%20%20%208%2C%0A%20%20%20%20%20%20%20%20%22AUTOTHROTTLE_ENABLED%22%3A%20%20%20True%2C%0A%20%20%20%20%20%20%20%20%22AUTOTHROTTLE_MAX_DELAY%22%3A%2010%2C%0A%20%20%20%20%20%20%20%20%22RETRY_TIMES%22%3A%20%20%20%20%20%20%20%20%20%20%20%203%2C%0A%20%20%20%20%20%20%20%20%22RETRY_HTTP_CODES%22%3A%20%20%20%20%20%20%20%5B429%2C%20500%2C%20503%5D%2C%0A%20%20%20%20%20%20%20%20%22FEEDS%22%3A%20%7B%22books.json%22%3A%20%7B%22format%22%3A%20%22json%22%7D%7D%2C%0A%20%20%20%20%7D%0A%0A%20%20%20%20def%20parse%28self%2C%20response%29%3A%0A%20%20%20%20%20%20%20%20for%20book%20in%20response.css%28%22article.product_pod%22%29%3A%0A%20%20%20%20%20%20%20%20%20%20%20%20yield%20%7B%0A%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%22title%22%3A%20%20book.css%28%22h3%20a%3A%3Aattr%28title%29%22%29.get%28%29%2C%0A%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%22price%22%3A%20%20book.css%28%22p.price_color%3A%3Atext%22%29.get%28%29%2C%0A%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%20%22rating%22%3A%20book.css%28%22p.star-rating%3A%3Aattr%28class%29%22%29.get%28%29.split%28%29%5B-1%5D%2C%0A%20%20%20%20%20%20%20%20%20%20%20%20%7D%0A%0A%20%20%20%20%20%20%20%20nxt%20%3D%20response.css%28%22li.next%20a%3A%3Aattr%28href%29%22%29.get%28%29%0A%20%20%20%20%20%20%20%20if%20nxt%3A%0A%20%20%20%20%20%20%20%20%20%20%20%20yield%20response.follow%28nxt%2C%20self.parse%29\"><\/code><\/pre><\/figure>\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"import%20random%0A%0Aclass%20NodeMavenProxyMiddleware%3A%0A%20%20%20%20proxies%20%3D%20%5B%0A%20%20%20%20%20%20%20%20%22http%3A%2F%2FUSER%3APASS%40proxy1.nodemaven.com%3A8080%22%2C%0A%20%20%20%20%20%20%20%20%22http%3A%2F%2FUSER%3APASS%40proxy2.nodemaven.com%3A8080%22%2C%0A%20%20%20%20%20%20%20%20%22http%3A%2F%2FUSER%3APASS%40proxy3.nodemaven.com%3A8080%22%2C%0A%20%20%20%20%5D%0A%0A%20%20%20%20def%20process_request%28self%2C%20request%2C%20spider%29%3A%0A%20%20%20%20%20%20%20%20request.meta%5B%22proxy%22%5D%20%3D%20random.choice%28self.proxies%29%0A%0A%23%20settings.py%20additions%3A%0A%23%20DOWNLOADER_MIDDLEWARES%20%3D%20%7B%0A%23%20%20%20%22bookscrawler.middlewares.NodeMavenProxyMiddleware%22%3A%20100%2C%0A%23%20%20%20%22scrapy.downloadermiddlewares.httpproxy.HttpProxyMiddleware%22%3A%20110%2C%0A%23%20%7D\"><\/code><\/pre><\/figure>\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"scrapy%20crawl%20books%20-o%20books.csv%0Ascrapy%20crawl%20books%20-o%20books.json%0Ascrapy%20crawl%20books%20-s%20LOG_LEVEL%3DWARNING%20%20%23%20quieter%20output\"><\/code><\/pre><\/figure>\n\n\n<h2 class=\"wp-block-heading\">\u041e\u0442\u043b\u0430\u0434\u043a\u0430 \u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043e\u0448\u0438\u0431\u043e\u043a<\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><td><strong>\u041e\u0448\u0438\u0431\u043a\u0430 \/ \u0421\u0438\u043c\u043f\u0442\u043e\u043c<\/strong><\/td><td><strong>\u0412\u0435\u0440\u043e\u044f\u0442\u043d\u0430\u044f \u043f\u0440\u0438\u0447\u0438\u043d\u0430<\/strong><\/td><td><strong>\u0418\u0441\u043f\u0440\u0430\u0432\u0438\u0442\u044c<\/strong><\/td><\/tr><\/thead><tbody><tr><td>403 \u0417\u0430\u043f\u0440\u0435\u0449\u0435\u043d\u043e<\/td><td>\u041e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0435 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0438 \u0438\u043b\u0438 \u0437\u0430\u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 IP-\u0430\u0434\u0440\u0435\u0441<\/td><td>\u0414\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043f\u043e\u043b\u043d\u044b\u0435 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0438; \u0441\u043c\u0435\u043d\u0438\u0442\u044c \u043f\u0440\u043e\u043a\u0441\u0438<\/td><\/tr><tr><td>429 \u0421\u043b\u0438\u0448\u043a\u043e\u043c \u043c\u043d\u043e\u0433\u043e \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432<\/td><td>\u041f\u0440\u0435\u0432\u044b\u0448\u0435\u043d \u043b\u0438\u043c\u0438\u0442 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432<\/td><td>\u0423\u0432\u0435\u043b\u0438\u0447\u0438\u0442\u044c \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u0438; \u0432\u0440\u0430\u0449\u0430\u0442\u044c \u043f\u0440\u043e\u043a\u0441\u0438<\/td><\/tr><tr><td>AttributeError: \u2018NoneType\u2019<\/td><td>select_one() \u043d\u0438\u0447\u0435\u0433\u043e \u043d\u0435 \u0432\u0435\u0440\u043d\u0443\u043b<\/td><td>\u041f\u043e\u043a\u0430\u0437\u0430\u0442\u044c \u043d\u0435\u043e\u0431\u0440\u0430\u0431\u043e\u0442\u0430\u043d\u043d\u044b\u0439 HTML; \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c \u0441\u0435\u043b\u0435\u043a\u0442\u043e\u0440 \u0432 DevTools<\/td><\/tr><tr><td>\u041f\u0443\u0441\u0442\u043e\u0439 \u0441\u043f\u0438\u0441\u043e\u043a \u0438\u0437 select()<\/td><td>\u041a\u043e\u043d\u0442\u0435\u043d\u0442, \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u043c\u044b\u0439 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e JS<\/td><td>\u041f\u0435\u0440\u0435\u043a\u043b\u044e\u0447\u0438\u0442\u044c\u0441\u044f \u043d\u0430 Playwright; \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c XHR \u0434\u043b\u044f API<\/td><\/tr><tr><td>\u0421\u0442\u0440\u0430\u043d\u0438\u0446\u0430 CAPTCHA \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0435\u043d\u0430<\/td><td>\u041e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d \u0431\u043e\u0442<\/td><td>\u0420\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0435 \u043f\u0440\u043e\u043a\u0441\u0438 + \u0441\u043a\u0440\u044b\u0442\u044b\u0435 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0438<\/td><\/tr><tr><td>ConnectionError \/ ProxyError<\/td><td>\u041e\u0448\u0438\u0431\u043a\u0430 \u043f\u0440\u043e\u043a\u0441\u0438 \u0438\u043b\u0438 \u0442\u0430\u0439\u043c-\u0430\u0443\u0442<\/td><td>\u041b\u043e\u0433\u0438\u043a\u0430 \u043f\u043e\u0432\u0442\u043e\u0440\u043d\u044b\u0445 \u043f\u043e\u043f\u044b\u0442\u043e\u043a; \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u0440\u043e\u043a\u0441\u0438 \u0441 httpbin.org<\/td><\/tr><tr><td>\u0414\u0430\u043d\u043d\u044b\u0435 \u0432\u044b\u0433\u043b\u044f\u0434\u044f\u0442 \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u044b\u043c\u0438 \u0438\u043b\u0438 \u0443\u0441\u0435\u0447\u0435\u043d\u043d\u044b\u043c\u0438<\/td><td>\u041d\u0435\u0432\u0435\u0440\u043d\u044b\u0439 \u0441\u0435\u043b\u0435\u043a\u0442\u043e\u0440 \u0438\u043b\u0438 \u043a\u043e\u0434\u0438\u0440\u043e\u0432\u043a\u0430<\/td><td>\u041d\u0430\u043f\u0435\u0447\u0430\u0442\u0430\u0442\u044c soup.prettify(); \u043f\u0440\u043e\u0432\u0435\u0440\u0438\u0442\u044c response.encoding<\/td><\/tr><tr><td>SSLError<\/td><td>\u0412\u044b\u0434\u0430\u0447\u0430 \u0441\u0435\u0440\u0442\u0438\u0444\u0438\u043a\u0430\u0442\u0430<\/td><td>verify=False (\u0442\u043e\u043b\u044c\u043a\u043e \u0434\u043b\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438) \u0438\u043b\u0438 \u043e\u0431\u043d\u043e\u0432\u0438\u0442\u044c \u0441\u0435\u0440\u0442\u0438\u0444\u0438\u043a\u0430\u0442\u044b<\/td><\/tr><tr><td>\u0422\u0430\u0439\u043c-\u0430\u0443\u0442 Playwright<\/td><td>\u0421\u0435\u043b\u0435\u043a\u0442\u043e\u0440 \u043d\u0438\u043a\u043e\u0433\u0434\u0430 \u043d\u0435 \u043f\u043e\u044f\u0432\u043b\u044f\u043b\u0441\u044f (JS \u043d\u0435 \u0443\u0434\u0430\u043b\u043e\u0441\u044c)<\/td><td>\u0423\u0432\u0435\u043b\u0438\u0447\u0438\u0442\u044c \u0432\u0440\u0435\u043c\u044f \u043e\u0436\u0438\u0434\u0430\u043d\u0438\u044f; \u0434\u043e\u0431\u0430\u0432\u0438\u0442\u044c \u043e\u0436\u0438\u0434\u0430\u043d\u0438\u0435 networkidle<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n<div\n\t\t\t\n\t\t\tclass=\"so-widget-rhinocore-addons-rhino-alert-banner so-widget-rhinocore-addons-rhino-alert-banner-default-d75171398898\"\n\t\t\t\n\t\t><div class=\"rhino-widget rhino-widget--rhinocore-addons-rhino-alert-banner section-alert\"    style=\"--alert-background-color: #E6E6FF\"\n>\n            <div class=\"section-alert__icon\">\n            <img decoding=\"async\" src=\"https:\/\/nodemaven.com\/wp-content\/uploads\/2026\/02\/icon-4.svg\" alt=\"\" loading=\"lazy\" width=\"64\" height=\"64\">        <\/div>\n    \n            <div class=\"section-alert__main\">\n                            <div class=\"section-alert__title\">\u041f\u0435\u0440\u0435\u0441\u0442\u0430\u043d\u044c\u0442\u0435 \u043f\u043e\u043b\u0443\u0447\u0430\u0442\u044c \u043e\u0448\u0438\u0431\u043a\u0438 403. \u0420\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0435 IP-\u0430\u0434\u0440\u0435\u0441\u0430 NodeMaven \u0432\u044b\u0433\u043b\u044f\u0434\u044f\u0442 \u0438\u0434\u0435\u043d\u0442\u0438\u0447\u043d\u043e \u0442\u0440\u0430\u0444\u0438\u043a\u0443 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0431\u0440\u0430\u0443\u0437\u0435\u0440\u0430<\/div>\n            \n                            <div class=\"section-alert__description\"><p>\u0420\u043e\u0442\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u043f\u0440\u043e\u043a\u0441\u0438 \u0441 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u0435\u043c \u0441\u0442\u0430\u0431\u0438\u043b\u044c\u043d\u043e\u0441\u0442\u0438 &gt;98% \u2014 \u0441\u043e\u0437\u0434\u0430\u043d\u044b \u0434\u043b\u044f \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u043d\u043e\u0433\u043e \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430 \u043d\u0430 Python<\/p>\n<\/div>\n                    <\/div>\n    \n            <a\n            class=\"section-alert__button b-btn b-btn--static-xl b-btn--secondary-black\"\n            href=\"https:\/\/dashboard.nodemaven.com\/accounts\/signup\/?next=\/checkout\/pag\/trial&_gl=1*lri4ul*_gcl_aw*R0NMLjE3NzkyODYzNDMuQ2p3S0NBand0N1hRQmhCa0Vpd0F0U3RwcDBSV2xNVVBsMXk5M2xzV2JJUnVkT0dPRjdDc1M4enh5X2JGb0tabEZJMGtBSXFZMHFlTVdCb0MwMzBRQXZEX0J3RQ..*_gcl_au*MTk3NzAwNDQ4My4xNzcyNDc5NzU3*_ga*MTAxNzQyMTIwOC4xNzYyODcwMDE5*_ga_33JL89XFQ5*czE3NzkzNTk0MzMkbzE4MCRnMSR0MTc3OTM2MDAxNCRqNDYkbDAkaDI1MTU5Mjk0NA..\"\n             target=\"_blank\" rel=\"noopener noreferrer\">\n            \u041f\u043e\u043f\u0440\u043e\u0431\u043e\u0432\u0430\u0442\u044c        <\/a>\n    <\/div>\n<\/div>\n\n\n<h3 class=\"wp-block-heading\">\u0417\u043e\u043b\u043e\u0442\u043e\u0435 \u043f\u0440\u0430\u0432\u0438\u043b\u043e \u043e\u0442\u043b\u0430\u0434\u043a\u0438<\/h3>\n\n\n\n<p>\u041a\u043e\u0433\u0434\u0430 \u0441\u0435\u043b\u0435\u043a\u0442\u043e\u0440 \u043d\u0438\u0447\u0435\u0433\u043e \u043d\u0435 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0435\u0442, \u043f\u0435\u0440\u0432\u043e\u0435, \u0447\u0442\u043e \u043d\u0443\u0436\u043d\u043e \u0441\u0434\u0435\u043b\u0430\u0442\u044c, \u2014 \u044d\u0442\u043e \u0432\u044b\u0432\u0435\u0441\u0442\u0438 \u0442\u043e, \u0447\u0442\u043e \u0432\u044b \u043d\u0430 \u0441\u0430\u043c\u043e\u043c \u0434\u0435\u043b\u0435 \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u0438, \u0430 \u043d\u0435 \u0442\u043e, \u0447\u0442\u043e \u043e\u0436\u0438\u0434\u0430\u043b\u0438:<\/p>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" data-rhino-code=\"%23%20Step%201%3A%20What%20did%20we%20actually%20get%3F%0Aprint%28response.status_code%29%0Aprint%28response.url%29%20%20%20%20%20%20%20%20%20%20%20%23%20redirected%3F%0Aprint%28response.text%5B%3A2000%5D%29%20%20%23%20first%202000%20chars%0A%0A%23%20Step%202%3A%20Does%20the%20selector%20return%20anything%3F%0Aresults%20%3D%20soup.select%28%22.my-class%22%29%0Aprint%28f%22Found%20%7Blen%28results%29%7D%20elements%22%29%0A%0A%23%20Step%203%3A%20If%20zero%2C%20check%20what%27s%20actually%20on%20the%20page%0Aprint%28soup.prettify%28%29%5B%3A3000%5D%29%0A%0A%23%20Common%20result%3A%20you%27re%20getting%20a%20CAPTCHA%20page%20or%20%22Access%20Denied%22%0A%23%20%E2%86%92%20fix%3A%20residential%20proxy%20%2B%20proper%20headers\"><\/code><\/pre><\/figure>\n\n\n<h2 class=\"wp-block-heading\">\u041f\u043e\u043b\u043d\u044b\u0439 \u0441\u043f\u0440\u0430\u0432\u043e\u0447\u043d\u0438\u043a<\/h2>\n\n\n<figure class=\"rhino-code-snippet\" data-lang=\"python\"><button type=\"button\" class=\"rhino-code-snippet__copy\" aria-label=\"\u0421\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u0434 \u0432 \u0431\u0443\u0444\u0435\u0440 \u043e\u0431\u043c\u0435\u043d\u0430\"><svg class=\"rhino-code-snippet__icon-copy\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><rect x=\"9\" y=\"9\" width=\"13\" height=\"13\" rx=\"2\" ry=\"2\"><\/rect><path d=\"M5 15H4a2 2 0 0 1-2-2V4a2 2 0 0 1 2-2h9a2 2 0 0 1 2 2v1\"><\/path><\/svg><svg class=\"rhino-code-snippet__icon-check\" viewbox=\"0 0 24 24\" fill=\"none\" stroke=\"currentColor\" stroke-width=\"2.5\" stroke-linecap=\"round\" stroke-linejoin=\"round\" aria-hidden=\"true\"><polyline points=\"20 6 9 17 4 12\"><\/polyline><\/svg><\/button><span class=\"rhino-code-snippet__sr\" aria-live=\"polite\"><\/span><pre class=\"line-numbers\"><code class=\"language-python\" 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\u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430 Python \u0434\u043b\u044f \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430 \u0432 2026 \u0433\u043e\u0434\u0443?<\/span>\n                                <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                    <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                <\/svg>\n                            <\/button>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>\u0414\u043b\u044f \u0441\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0442\u0440\u0430\u043d\u0438\u0446,\u00a0<strong>requests + BeautifulSoup<\/strong>\u00a0\u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0441\u0430\u043c\u044b\u043c \u0434\u0440\u0443\u0436\u0435\u043b\u044e\u0431\u043d\u044b\u043c \u0434\u043b\u044f \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0449\u0438\u0445 \u0441\u043e\u0447\u0435\u0442\u0430\u043d\u0438\u0435\u043c \u0438 \u043e\u0445\u0432\u0430\u0442\u044b\u0432\u0430\u0435\u0442 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0446\u0435\u043b\u0435\u0439 \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430. \u0414\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432, \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u043c\u044b\u0445 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e JavaScript,\u00a0<strong>\u0414\u0440\u0430\u043c\u0430\u0442\u0443\u0440\u0433<\/strong>\u00a0\u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043f\u0440\u0435\u0434\u043f\u043e\u0447\u0442\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u043c \u0432\u044b\u0431\u043e\u0440\u043e\u043c \u0432\u043c\u0435\u0441\u0442\u043e Selenium \u2014 \u043e\u043d \u0431\u044b\u0441\u0442\u0440\u0435\u0435, \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u0442 \u0430\u0441\u0438\u043d\u0445\u0440\u043e\u043d\u043d\u043e\u0441\u0442\u044c \u0438 \u0438\u043c\u0435\u0435\u0442 \u0431\u043e\u043b\u0435\u0435 \u0447\u0438\u0441\u0442\u044b\u0439 API. \u0414\u043b\u044f \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u0441\u043a\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f, \u0432\u043a\u043b\u044e\u0447\u0430\u044e\u0449\u0435\u0433\u043e \u0442\u044b\u0441\u044f\u0447\u0438 \u0441\u0442\u0440\u0430\u043d\u0438\u0446,\u00a0<strong>\u0421\u043a\u0440\u0430\u043f\u0438<\/strong>\u00a0\u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0432\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u0443\u044e \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c, \u043b\u043e\u0433\u0438\u043a\u0443 \u043f\u043e\u0432\u0442\u043e\u0440\u043d\u044b\u0445 \u043f\u043e\u043f\u044b\u0442\u043e\u043a \u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043a\u043e\u043d\u0432\u0435\u0439\u0435\u0440\u0430\u043c\u0438.<\/p>\n<p>\u0415\u0441\u043b\u0438 \u0432\u0430\u0441 \u0431\u043b\u043e\u043a\u0438\u0440\u0443\u0435\u0442 Cloudflare, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435\u00a0<em>curl_cffi<\/em>\u00a0\u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0438\u043c\u0438\u0442\u0438\u0440\u0443\u0435\u0442 TLS-\u043e\u0442\u043f\u0435\u0447\u0430\u0442\u043e\u043a \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0431\u0440\u0430\u0443\u0437\u0435\u0440\u0430. \u0414\u043b\u044f \u0441\u0430\u043c\u044b\u0445 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0446\u0435\u043b\u0435\u0439 Playwright \u0441\u00a0<em>playwright-stealth<\/em>\u00a0\u0438 <a href=\"https:\/\/nodemaven.com\/ru\/proxies\/residential-proxies\/\">\u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0435 \u043f\u0440\u043e\u043a\u0441\u0438<\/a> \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043a\u043e\u043c\u0431\u0438\u043d\u0430\u0446\u0438\u0435\u0439, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                <span class=\"section-faq__question\">\u041f\u043e\u0447\u0435\u043c\u0443 \u044f \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e \u043f\u043e\u043b\u0443\u0447\u0430\u044e \u043e\u0448\u0438\u0431\u043a\u0438 403, \u0434\u0430\u0436\u0435 \u0435\u0441\u043b\u0438 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u043b User-Agent?<\/span>\n                                <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                    <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                <\/svg>\n                            <\/button>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>\u041e\u0434\u043d\u043e\u0433\u043e User-Agent \u043d\u0435\u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e. \u0421\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435 \u0430\u043d\u0442\u0438\u0431\u043e\u0442-\u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u044e\u0442 \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u0441\u0438\u0433\u043d\u0430\u043b\u043e\u0432 \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e: TLS-\u043e\u0442\u043f\u0435\u0447\u0430\u0442\u043e\u043a (\u0434\u043e \u0447\u0442\u0435\u043d\u0438\u044f \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u043e\u0432), \u043f\u043e\u043b\u043d\u044b\u0439 \u043d\u0430\u0431\u043e\u0440 HTTP-\u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u043e\u0432 (\u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e User-Agent), \u0440\u0435\u043f\u0443\u0442\u0430\u0446\u0438\u044e IP-\u0430\u0434\u0440\u0435\u0441\u0430 \u0438 \u0437\u0430\u043a\u043e\u043d\u043e\u043c\u0435\u0440\u043d\u043e\u0441\u0442\u0438 \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432.<\/p>\n<p>\u0421\u0430\u043c\u043e\u0435 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u043e\u0435 \u0438\u0441\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0432 2026 \u0433\u043e\u0434\u0443 \u2014 \u043f\u0435\u0440\u0435\u0439\u0442\u0438 \u0441 `requests` \u043d\u0430\u00a0<em>curl_cffi<\/em>\u00a0\u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043f\u043e\u0434\u0434\u0435\u043b\u044b\u0432\u0430\u0435\u0442 \u0440\u0443\u043a\u043e\u043f\u043e\u0436\u0430\u0442\u0438\u0435 TLS,\u00a0<em>\u0438<\/em>\u00a0\u0423\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c \u043f\u043e\u043b\u043d\u044b\u0439 \u043d\u0430\u0431\u043e\u0440 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u043e\u0432, \u0432\u043a\u043b\u044e\u0447\u0430\u044f\u00a0<em>\u041f\u0440\u0438\u043d\u044f\u0442\u044c<\/em>,\u00a0<em>Accept-Language<\/em>,\u00a0<em>Sec-Fetch-*<\/em>\u00a0\u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u0438. \u0415\u0441\u043b\u0438 \u0432\u044b \u043f\u043e-\u043f\u0440\u0435\u0436\u043d\u0435\u043c\u0443 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442\u0435 \u043e\u0448\u0438\u0431\u043a\u0438 403, IP-\u0430\u0434\u0440\u0435\u0441, \u0432\u0435\u0440\u043e\u044f\u0442\u043d\u043e, \u043f\u043e\u043c\u0435\u0447\u0435\u043d \u2014 \u043f\u0435\u0440\u0435\u0445\u043e\u0434 \u043d\u0430 \u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0435 \u043f\u0440\u043e\u043a\u0441\u0438 \u0440\u0435\u0448\u0438\u0442 \u044d\u0442\u0443 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0443.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                <span class=\"section-faq__question\">\u0412 \u0447\u0435\u043c \u0440\u0430\u0437\u043d\u0438\u0446\u0430 \u043c\u0435\u0436\u0434\u0443 \u0440\u043e\u0442\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u043c\u0438 \u0438 \u0441\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u043c\u0438 \u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u043c\u0438 \u043f\u0440\u043e\u043a\u0441\u0438-\u0441\u0435\u0440\u0432\u0435\u0440\u0430\u043c\u0438?<\/span>\n                                <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                    <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                <\/svg>\n                            <\/button>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p><a href=\"https:\/\/nodemaven.com\/ru\/proxies\/rotating-residential-proxies\/\"><strong>\u0420\u043e\u0442\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0435 \u043f\u0440\u043e\u043a\u0441\u0438<\/strong><\/a>\u00a0\u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0432\u0430\u043c \u0434\u0440\u0443\u0433\u043e\u0439 IP-\u0430\u0434\u0440\u0435\u0441 \u043f\u0440\u0438 \u043a\u0430\u0436\u0434\u043e\u043c \u0437\u0430\u043f\u0440\u043e\u0441\u0435 (\u0438\u043b\u0438 \u043a\u0430\u0436\u0434\u043e\u0439 \u0441\u0435\u0441\u0441\u0438\u0438, \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438). \u042d\u0442\u043e \u0438\u0434\u0435\u0430\u043b\u044c\u043d\u043e \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u0442 \u0434\u043b\u044f \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u043d\u043e\u0433\u043e \u0441\u0431\u043e\u0440\u0430 \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u043e\u0433\u0434\u0430 \u0432\u0430\u043c \u043d\u0443\u0436\u043d\u0430 \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u0430\u044f \u0430\u043d\u043e\u043d\u0438\u043c\u043d\u043e\u0441\u0442\u044c, \u0438 \u0432\u044b \u043d\u0435 \u043c\u043e\u0436\u0435\u0442\u0435 \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u0442\u044c, \u0447\u0442\u043e\u0431\u044b \u043a\u0430\u043a\u043e\u0439-\u043b\u0438\u0431\u043e \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0439 IP-\u0430\u0434\u0440\u0435\u0441 \u0431\u044b\u043b \u0441\u0432\u044f\u0437\u0430\u043d \u0441 \u0432\u0430\u0448\u0435\u0439 \u0441\u0445\u0435\u043c\u043e\u0439 \u0442\u0440\u0430\u0444\u0438\u043a\u0430.<\/p>\n<p><strong>\u0421\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0435 \u043f\u0440\u043e\u043a\u0441\u0438<\/strong>\u00a0(\u0442\u0430\u043a\u0436\u0435 \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u044b\u0439 \u043a\u0430\u043a <a href=\"https:\/\/nodemaven.com\/ru\/proxies\/isp-proxies\/\">ISP \u043f\u0440\u043e\u043a\u0441\u0438<\/a>) \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0442 \u0432\u0430\u043c \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u044b\u0439 IP-\u0430\u0434\u0440\u0435\u0441, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u0441\u0442\u0430\u0435\u0442\u0441\u044f \u043d\u0435\u0438\u0437\u043c\u0435\u043d\u043d\u044b\u043c \u0432 \u0442\u0435\u0447\u0435\u043d\u0438\u0435 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432. \u041e\u043d\u0438 \u043b\u0443\u0447\u0448\u0435 \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0442 \u0434\u043b\u044f \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0432\u0445\u043e\u0434\u0430 \u0432 \u0441\u0438\u0441\u0442\u0435\u043c\u0443, \u043c\u043d\u043e\u0433\u043e\u0448\u0430\u0433\u043e\u0432\u044b\u0445 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0435\u0432 \u0438\u043b\u0438 \u043b\u044e\u0431\u044b\u0445 \u0437\u0430\u0434\u0430\u0447, \u0433\u0434\u0435 \u0432\u0435\u0431-\u0441\u0430\u0439\u0442 \u0434\u043e\u043b\u0436\u0435\u043d \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0442\u044c \u0435\u0434\u0438\u043d\u0443\u044e \u0438\u0434\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044e \u0441\u0435\u0441\u0441\u0438\u0438. NodeMaven \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u043e\u0431\u0430 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u0430: \u0441\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043f\u0440\u043e\u043a\u0441\u0438 ISP \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0432 5 \u0440\u0430\u0437 \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u044b\u0445 \u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0445 \u043f\u0440\u043e\u043a\u0441\u0438, \u0441\u043e\u0445\u0440\u0430\u043d\u044f\u044f \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u043d\u0438\u0437\u043a\u0438\u0435 \u043f\u043e\u043a\u0430\u0437\u0430\u0442\u0435\u043b\u0438 \u043c\u043e\u0448\u0435\u043d\u043d\u0438\u0447\u0435\u0441\u0442\u0432\u0430.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                <span class=\"section-faq__question\">\u041a\u0430\u043a \u043f\u0430\u0440\u0441\u0438\u0442\u044c \u0432\u0435\u0431-\u0441\u0430\u0439\u0442\u044b, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0449\u0438\u0435 \u0431\u0435\u0441\u043a\u043e\u043d\u0435\u0447\u043d\u0443\u044e \u043f\u0440\u043e\u043a\u0440\u0443\u0442\u043a\u0443?<\/span>\n                                <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                    <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                <\/svg>\n                            <\/button>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>\u0421\u043d\u0430\u0447\u0430\u043b\u0430 \u043f\u0440\u043e\u0432\u0435\u0440\u044c\u0442\u0435 \u0432\u043a\u043b\u0430\u0434\u043a\u0443 \u00ab\u0421\u0435\u0442\u044c\u00bb \u0432 DevTools \u0432\u043e \u0432\u0440\u0435\u043c\u044f \u043f\u0440\u043e\u043a\u0440\u0443\u0442\u043a\u0438 \u2014 \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0431\u0435\u0441\u043a\u043e\u043d\u0435\u0447\u043d\u043e\u0439 \u043f\u0440\u043e\u043a\u0440\u0443\u0442\u043a\u043e\u0439 \u0434\u0435\u043b\u0430\u044e\u0442 \u0444\u043e\u043d\u043e\u0432\u044b\u0439 \u0437\u0430\u043f\u0440\u043e\u0441 XHR\/Fetch \u043a \u043a\u043e\u043d\u0435\u0447\u043d\u043e\u0439 \u0442\u043e\u0447\u043a\u0435 API, \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u044e\u0449\u0435\u0439 JSON. \u0412\u044b\u0437\u043e\u0432 \u044d\u0442\u043e\u0439 \u043a\u043e\u043d\u0435\u0447\u043d\u043e\u0439 \u0442\u043e\u0447\u043a\u0438 \u043d\u0430\u043f\u0440\u044f\u043c\u0443\u044e \u0441\u00a0<em>\u0437\u0430\u043f\u0440\u043e\u0441\u044b<\/em>\u00a0\u0433\u043e\u0440\u0430\u0437\u0434\u043e \u0431\u043e\u043b\u0435\u0435 \u043d\u0430\u0434\u0435\u0436\u0435\u043d, \u0447\u0435\u043c \u043f\u043e\u043f\u044b\u0442\u043a\u0438 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043f\u0440\u043e\u043a\u0440\u0443\u0442\u043a\u0443.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                <span class=\"section-faq__question\">\u0411\u0443\u0434\u0435\u0442 \u043b\u0438 Python \u0445\u043e\u0440\u043e\u0448 \u0434\u043b\u044f \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430 \u0432 2026 \u0433\u043e\u0434\u0443?<\/span>\n                                <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                    <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                <\/svg>\n                            <\/button>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>\u0414\u0430, Python \u043e\u0441\u0442\u0430\u0435\u0442\u0441\u044f \u043e\u0442\u0440\u0430\u0441\u043b\u0435\u0432\u044b\u043c \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043e\u043c \u0434\u043b\u044f \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0433\u043e \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430 \u0432 2026 \u0433\u043e\u0434\u0443, \u043f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443 \u043e\u043d \u0441\u043e\u0447\u0435\u0442\u0430\u0435\u0442 \u0432 \u0441\u0435\u0431\u0435 \u043f\u0440\u043e\u0441\u0442\u043e\u0439 \u0434\u043b\u044f \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0449\u0438\u0445 \u0441\u0438\u043d\u0442\u0430\u043a\u0441\u0438\u0441 \u0441 \u043e\u0434\u043d\u043e\u0439 \u0438\u0437 \u0441\u0430\u043c\u044b\u0445 \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u044d\u043a\u043e\u0441\u0438\u0441\u0442\u0435\u043c \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a \u0434\u043b\u044f \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430. \u0421\u0446\u0435\u043d\u0430\u0440\u0438\u0438 \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430 \u043d\u0430 Python \u043c\u043e\u0433\u0443\u0442 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0432\u0441\u0435, \u043e\u0442 \u043f\u0440\u043e\u0441\u0442\u043e\u0433\u043e \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f HTML \u0434\u043e \u043a\u0440\u0443\u043f\u043d\u043e\u043c\u0430\u0441\u0448\u0442\u0430\u0431\u043d\u043e\u0439 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0431\u0440\u0430\u0443\u0437\u0435\u0440\u0430, \u0430\u0441\u0438\u043d\u0445\u0440\u043e\u043d\u043d\u043e\u0433\u043e \u0441\u043a\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u043e\u0431\u0445\u043e\u0434\u0430 \u0430\u043d\u0442\u0438\u0431\u043e\u0442\u043e\u0432.<\/p>\n<p>\u0414\u043b\u044f \u0441\u0442\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0441\u0442\u0440\u0430\u043d\u0438\u0446 \u043e\u0431\u044b\u0447\u043d\u043e \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0442\u0430\u043a\u0438\u0445 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a, \u043a\u0430\u043a requests \u0438 BeautifulSoup. \u0414\u043b\u044f \u0432\u0435\u0431-\u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u0431\u043e\u043b\u044c\u0448\u0438\u043c \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e\u043c JavaScript Playwright \u0441\u0442\u0430\u043b \u043f\u0440\u0435\u0434\u043f\u043e\u0447\u0442\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u043c \u0432\u044b\u0431\u043e\u0440\u043e\u043c \u0434\u043b\u044f \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430 \u0441 Python, \u043f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443 \u043e\u043d \u043c\u043e\u0436\u0435\u0442 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043f\u043e\u043b\u043d\u044b\u0439 \u0431\u0440\u0430\u0443\u0437\u0435\u0440 \u0438 \u043d\u0430\u0434\u0435\u0436\u043d\u043e \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0442\u044c \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u043a\u043e\u043d\u0442\u0435\u043d\u0442. \u0414\u043b\u044f \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u043a\u043e\u043d\u0432\u0435\u0439\u0435\u0440\u043e\u0432, \u0432\u043a\u043b\u044e\u0447\u0430\u044e\u0449\u0438\u0445 \u0442\u044b\u0441\u044f\u0447\u0438 \u0441\u0442\u0440\u0430\u043d\u0438\u0446, Scrapy \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u0435\u0442 \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u0438\u0437\u043c, \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043f\u043e\u0432\u0442\u043e\u0440\u043d\u044b\u0445 \u043f\u043e\u043f\u044b\u0442\u043e\u043a \u0438 \u0432\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u0443\u044e \u0440\u0435\u0433\u0443\u043b\u0438\u0440\u043e\u0432\u043a\u0443 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u0438.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                <span class=\"section-faq__question\">\u041b\u0443\u0447\u0448\u0438\u0439 \u0441\u0442\u0435\u043a \u0443\u0447\u0435\u0431\u043d\u044b\u0445 \u043f\u043e\u0441\u043e\u0431\u0438\u0439 \u043f\u043e \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0443 \u043d\u0430 Python \u0434\u043b\u044f \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0449\u0438\u0445<\/span>\n                                <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                    <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                <\/svg>\n                            <\/button>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>\u0421\u0430\u043c\u044b\u0439 \u043f\u0440\u043e\u0441\u0442\u043e\u0439 \u0441\u043f\u043e\u0441\u043e\u0431 \u043d\u0430\u0447\u0430\u0442\u044c \u043f\u0440\u043e\u0435\u043a\u0442 \u0443\u0447\u0435\u0431\u043d\u043e\u0433\u043e \u043f\u043e\u0441\u043e\u0431\u0438\u044f \u043f\u043e \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0443 \u043d\u0430 Python \u2014 \u044d\u0442\u043e:<\/p>\n<ol>\n<li>requests \u2014 \u0441\u043a\u0430\u0447\u0430\u0442\u044c HTML \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b<\/li>\n<li>BeautifulSoup \u2014 \u043f\u0430\u0440\u0441\u0438\u043d\u0433 HTML \u0438 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u0435 \u0434\u0430\u043d\u043d\u044b\u0445<\/li>\n<li>CSV \u0438\u043b\u0438 pandas \u2014 \u0441\u043e\u0445\u0440\u0430\u043d\u0438\u0442\u044c \u0441\u043e\u0431\u0440\u0430\u043d\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435<\/li>\n<\/ol>\n<p>\u042d\u0442\u043e\u0442 \u0441\u0442\u0435\u043a \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043b\u0435\u0433\u043a\u0438\u043c, \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u043c \u043d\u0430 \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0449\u0438\u0445 \u0438 \u0438\u0434\u0435\u0430\u043b\u044c\u043d\u044b\u043c \u0434\u043b\u044f \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044f \u0441\u0435\u043b\u0435\u043a\u0442\u043e\u0440\u043e\u0432, \u043f\u0430\u0433\u0438\u043d\u0430\u0446\u0438\u0438 \u0438 \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445. \u0411\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0443\u0447\u0435\u0431\u043d\u044b\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432 \u043f\u043e \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0443 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c Python \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0442\u0441\u044f \u0437\u0434\u0435\u0441\u044c, \u043f\u0440\u0435\u0436\u0434\u0435 \u0447\u0435\u043c \u043f\u0435\u0440\u0435\u0445\u043e\u0434\u0438\u0442\u044c \u043a \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u0438 \u0431\u0440\u0430\u0443\u0437\u0435\u0440\u0430 \u0438\u043b\u0438 \u043f\u043e\u043b\u043d\u043e\u043c\u0430\u0441\u0448\u0442\u0430\u0431\u043d\u043e\u043c\u0443 \u0441\u043a\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044e.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                <span class=\"section-faq__question\">\u041a\u0430\u043a\u043e\u0439 \u043b\u0443\u0447\u0448\u0438\u0439 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0439 Python BeautifulSoup \u0434\u043b\u044f \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430?<\/span>\n                                <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                    <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                <\/svg>\n                            <\/button>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>\u041d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0439 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0439 \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430 \u043d\u0430 Python \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c BeautifulSoup \u0432\u044b\u0433\u043b\u044f\u0434\u0438\u0442 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c \u043e\u0431\u0440\u0430\u0437\u043e\u043c:<\/p>\n<ol>\n<li>\u041e\u0442\u043f\u0440\u0430\u0432\u0438\u0442\u044c HTTP-\u0437\u0430\u043f\u0440\u043e\u0441 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e requests<\/li>\n<li>\u043f\u0430\u0440\u0441\u0438\u0442\u044c HTML \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e BeautifulSoup<\/li>\n<li>\u041d\u0430\u0439\u0442\u0438 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u044b \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e CSS-\u0441\u0435\u043b\u0435\u043a\u0442\u043e\u0440\u043e\u0432<\/li>\n<li>\u041e\u0447\u0438\u0441\u0442\u0438\u0442\u044c \u0438 \u043d\u043e\u0440\u043c\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u0442\u044c \u0438\u0437\u0432\u043b\u0435\u0447\u0435\u043d\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435<\/li>\n<li>\u042d\u043a\u0441\u043f\u043e\u0440\u0442 \u0432 CSV, JSON \u0438\u043b\u0438 \u0431\u0430\u0437\u0443 \u0434\u0430\u043d\u043d\u044b\u0445<\/li>\n<\/ol>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                <span class=\"section-faq__question\">\u041c\u043e\u0436\u0435\u0442 \u043b\u0438 Python \u043f\u0430\u0440\u0441\u0438\u0442\u044c \u0432\u0435\u0431-\u0441\u0430\u0439\u0442\u044b, \u043e\u0442\u0440\u0435\u043d\u0434\u0435\u0440\u0435\u043d\u043d\u044b\u0435 JavaScript?<\/span>\n                                <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                    <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                <\/svg>\n                            <\/button>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>\u0414\u0430 \u2014 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0439 \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433 \u0432 Python \u0447\u0430\u0441\u0442\u043e \u0432\u043a\u043b\u044e\u0447\u0430\u0435\u0442 \u0432 \u0441\u0435\u0431\u044f \u0432\u0435\u0431-\u0441\u0430\u0439\u0442\u044b, \u043e\u0442\u043e\u0431\u0440\u0430\u0436\u0430\u0435\u043c\u044b\u0435 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e JavaScript \u0438 \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u044b\u0435 \u043d\u0430 React, Vue \u0438\u043b\u0438 Next.js. \u0422\u0440\u0430\u0434\u0438\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u0441\u043a\u0440\u0435\u0439\u043f\u0435\u0440\u044b, \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u043d\u0430 \u0437\u0430\u043f\u0440\u043e\u0441\u0430\u0445, \u0437\u0430\u0433\u0440\u0443\u0436\u0430\u044e\u0442 \u0442\u043e\u043b\u044c\u043a\u043e \u043f\u0435\u0440\u0432\u043e\u043d\u0430\u0447\u0430\u043b\u044c\u043d\u044b\u0439 HTML-\u043e\u0442\u0432\u0435\u0442, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043c\u043e\u0436\u0435\u0442 \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0442\u044c \u043c\u0430\u043b\u043e \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u043b\u0438 \u043d\u0435 \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u0442\u044c \u0438\u0445 \u0432\u043e\u0432\u0441\u0435.<\/p>\n<p>\u0414\u043b\u044f \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0432\u0435\u0431-\u0441\u0430\u0439\u0442\u043e\u0432 \u043f\u0440\u0435\u0434\u043f\u043e\u0447\u0442\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u043c \u0440\u0435\u0448\u0435\u043d\u0438\u0435\u043c \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f Playwright. \u041e\u043d \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442 \u0440\u0435\u0430\u043b\u044c\u043d\u044b\u0439 \u0431\u0440\u0430\u0443\u0437\u0435\u0440, \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0435\u0442 JavaScript, \u043e\u0436\u0438\u0434\u0430\u0435\u0442 \u0440\u0435\u043d\u0434\u0435\u0440\u0438\u043d\u0433\u0430 \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0430, \u0430 \u0437\u0430\u0442\u0435\u043c \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u0435\u0442 \u043a\u043e\u043d\u0435\u0447\u043d\u043e\u0435 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0435 \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                <span class=\"section-faq__question\">\u041c\u043e\u0436\u043d\u043e \u043b\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c Python \u0434\u043b\u044f \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u043f\u043e\u0438\u0441\u043a\u0430 Google?<\/span>\n                                <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                    <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                <\/svg>\n                            <\/button>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>\u0422\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438 \u0434\u0430, \u043d\u043e \u0430\u043d\u0442\u0438\u0431\u043e\u0442\u043e\u0432\u044b\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b Google \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u043e\u0434\u043d\u0438\u043c\u0438 \u0438\u0437 \u0441\u0430\u043c\u044b\u0445 \u0441\u043e\u0432\u0435\u0440\u0448\u0435\u043d\u043d\u044b\u0445 \u0432 \u043c\u0438\u0440\u0435. \u041f\u0440\u044f\u043c\u043e\u0439 \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433 Google \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u043e\u0433\u043e \u0441\u043a\u0440\u0438\u043f\u0442\u0430 Python \u043f\u0440\u0438\u0432\u0435\u0434\u0435\u0442 \u043a \u043d\u0435\u043c\u0435\u0434\u043b\u0435\u043d\u043d\u043e\u0439 \u0431\u043b\u043e\u043a\u0438\u0440\u043e\u0432\u043a\u0435. \u0412\u0430\u043c \u043f\u043e\u043d\u0430\u0434\u043e\u0431\u044f\u0442\u0441\u044f \u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0435 \u043f\u0440\u043e\u043a\u0441\u0438 \u0441 \u0430\u0433\u0440\u0435\u0441\u0441\u0438\u0432\u043d\u043e\u0439 \u0440\u043e\u0442\u0430\u0446\u0438\u0435\u0439, \u043f\u043e\u0434\u043c\u0435\u043d\u0430 TLS-\u043e\u0442\u043f\u0435\u0447\u0430\u0442\u043a\u043e\u0432 \u0447\u0435\u0440\u0435\u0437\u00a0<em>curl_cffi<\/em>, \u0438 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0430 CAPTCHA.<\/p>\n<p>\u0414\u043b\u044f \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0430 \u0441\u043b\u0443\u0447\u0430\u0435\u0432 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u043e\u0444\u0438\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0433\u043e API Google \u041f\u043e\u0438\u0441\u043a\u0430 \u0438\u043b\u0438 \u0441\u0442\u043e\u0440\u043e\u043d\u043d\u0435\u0433\u043e SERP API \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0433\u043e\u0440\u0430\u0437\u0434\u043e \u0431\u043e\u043b\u0435\u0435 \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u043c \u0438 \u044d\u043a\u043e\u043d\u043e\u043c\u0438\u0447\u0435\u0441\u043a\u0438 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u043c, \u0447\u0435\u043c \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0438 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u043f\u0430\u0440\u0441\u0435\u0440\u0430 Google.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                <span class=\"section-faq__question\">\u0421\u043a\u043e\u043b\u044c\u043a\u043e \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u0432 \u0441\u0435\u043a\u0443\u043d\u0434\u0443 \u044f \u043c\u043e\u0433\u0443 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u044f\u0442\u044c, \u043f\u0440\u0435\u0436\u0434\u0435 \u0447\u0435\u043c \u043c\u0435\u043d\u044f \u0437\u0430\u0431\u043b\u043e\u043a\u0438\u0440\u0443\u044e\u0442?<\/span>\n                                <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                    <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                <\/svg>\n                            <\/button>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>\u0423\u043d\u0438\u0432\u0435\u0440\u0441\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043e\u0442\u0432\u0435\u0442\u0430 \u043d\u0435\u0442 \u2014 \u044d\u0442\u043e \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e \u0437\u0430\u0432\u0438\u0441\u0438\u0442 \u043e\u0442 \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0446\u0435\u043b\u0435\u0432\u043e\u0433\u043e \u0441\u0430\u0439\u0442\u0430 \u0438 \u0435\u0433\u043e \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0438 \u0437\u0430\u0449\u0438\u0442\u044b \u043e\u0442 \u0431\u043e\u0442\u043e\u0432. \u0411\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u0430\u044f \u043e\u0442\u043f\u0440\u0430\u0432\u043d\u0430\u044f \u0442\u043e\u0447\u043a\u0430: 1 \u0437\u0430\u043f\u0440\u043e\u0441 \u043a\u0430\u0436\u0434\u044b\u0435 1\u20132 \u0441\u0435\u043a\u0443\u043d\u0434\u044b \u043d\u0430 IP-\u0430\u0434\u0440\u0435\u0441. \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u0440\u043e\u0442\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0435 \u043f\u0440\u043e\u043a\u0441\u0438, \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0443\u0432\u0435\u043b\u0438\u0447\u0438\u0442\u044c \u044d\u0442\u0443 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c, \u043f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u0435 \u0443\u0441\u0442\u0430\u043d\u0430\u0432\u043b\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u0434\u043b\u044f \u043a\u0430\u0436\u0434\u043e\u0433\u043e IP-\u0430\u0434\u0440\u0435\u0441\u0430, \u0430 \u043d\u0435 \u0434\u043b\u044f \u0441\u043a\u0440\u0435\u0439\u043f\u0435\u0440\u0430.<\/p>\n<p>\u041f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0439 \u043f\u043e\u0434\u0445\u043e\u0434 \u2014 \u043d\u0430\u0447\u0430\u0442\u044c \u043c\u0435\u0434\u043b\u0435\u043d\u043d\u043e \u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c Scrapy\u00a0<em>\u0410\u0412\u0422\u041e\u041c\u0410\u0422\u0418\u0427\u0415\u0421\u041a\u0418\u0419 \u0420\u0415\u0413\u0423\u041b\u042f\u0422\u041e\u0420 \u0422\u042f\u0413\u0418<\/em>\u00a0\u0444\u0443\u043d\u043a\u0446\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0440\u0435\u0433\u0443\u043b\u0438\u0440\u0443\u0435\u0442 \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 \u0432 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u043e\u0442\u043a\u043b\u0438\u043a\u0430 \u0441\u0435\u0440\u0432\u0435\u0440\u0430 \u0438 \u0447\u0430\u0441\u0442\u043e\u0442\u044b \u043e\u0448\u0438\u0431\u043e\u043a.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                <span class=\"section-faq__question\">\u041a\u0430\u043a\u043e\u0432\u0430 \u0440\u0430\u0437\u043d\u0438\u0446\u0430 \u043c\u0435\u0436\u0434\u0443 BeautifulSoup \u0438 Scrapy?<\/span>\n                                <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                    <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                <\/svg>\n                            <\/button>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>BeautifulSoup \u2014 \u044d\u0442\u043e \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430 \u0434\u043b\u044f \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430 HTML, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0435\u0442 \u0441\u0442\u0440\u043e\u043a\u0443 HTML \u0438 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0438\u0437\u0432\u043b\u0435\u043a\u0430\u0442\u044c \u0438\u0437 \u043d\u0435\u0435 \u0434\u0430\u043d\u043d\u044b\u0435. \u041e\u043d\u0430 \u043d\u0435 \u0438\u043c\u0435\u0435\u0442 \u0432\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u043e\u0433\u043e HTTP-\u043a\u043b\u0438\u0435\u043d\u0442\u0430, \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u0430 \u0438\u043b\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043a\u043e\u043d\u0432\u0435\u0439\u0435\u0440\u043e\u0432. \u0412\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0435 \u0435\u0435 \u0432 \u0441\u043e\u0447\u0435\u0442\u0430\u043d\u0438\u0438 \u0441\u00a0<em>\u0437\u0430\u043f\u0440\u043e\u0441\u044b<\/em>\u00a0\u0447\u0442\u043e\u0431\u044b \u0437\u0430\u0433\u0440\u0443\u0436\u0430\u0442\u044c \u0441\u0442\u0440\u0430\u043d\u0438\u0446\u044b, \u0437\u0430\u0442\u0435\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0435\u0435 \u0434\u043b\u044f \u0440\u0430\u0437\u0431\u043e\u0440\u0430 \u044d\u0442\u0438\u0445 \u0441\u0442\u0440\u0430\u043d\u0438\u0446.<\/p>\n<p>Scrapy \u2014 \u044d\u0442\u043e \u043a\u043e\u043c\u043f\u043b\u0435\u043a\u0441\u043d\u044b\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0434\u043b\u044f \u0432\u0435\u0431-\u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430\u00a0<em>\u043a\u0430\u0440\u043a\u0430\u0441<\/em>\u00a0\u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0435\u0442 \u0432\u0441\u0451: \u043e\u0442\u043f\u0440\u0430\u0432\u043a\u0430 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432 (\u0441 \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0442\u043d\u044b\u043c \u0434\u043e\u0441\u0442\u0443\u043f\u043e\u043c), \u043f\u0435\u0440\u0435\u0445\u043e\u0434 \u043f\u043e \u0441\u0441\u044b\u043b\u043a\u0430\u043c, \u043f\u043e\u0432\u0442\u043e\u0440\u043d\u044b\u0435 \u043f\u043e\u043f\u044b\u0442\u043a\u0438 \u043f\u0440\u0438 \u0441\u0431\u043e\u044f\u0445, \u0440\u0430\u0437\u0431\u043e\u0440 \u043e\u0442\u0432\u0435\u0442\u043e\u0432, \u043e\u0447\u0438\u0441\u0442\u043a\u0430 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u0438\u0445 \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435. \u041e\u043d \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 CSS-\u0441\u0435\u043b\u0435\u043a\u0442\u043e\u0440\u044b \u0438 XPath \u0434\u043b\u044f \u043f\u0430\u0440\u0441\u0438\u043d\u0433\u0430. \u0418\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 BeautifulSoup \u0434\u043b\u044f \u043f\u0440\u043e\u0441\u0442\u044b\u0445 \u043e\u0434\u043d\u043e\u0440\u0430\u0437\u043e\u0432\u044b\u0445 \u043f\u0430\u0440\u0441\u0435\u0440\u043e\u0432; \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0439\u0442\u0435 Scrapy, \u043a\u043e\u0433\u0434\u0430 \u0432\u0430\u043c \u043d\u0443\u0436\u0435\u043d \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u043a\u043e\u043d\u0432\u0435\u0439\u0435\u0440.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                <span class=\"section-faq__question\">\u041c\u043e\u0436\u043d\u043e \u043b\u0438 \u043f\u0430\u0440\u0441\u0438\u0442\u044c \u0441\u0430\u0439\u0442\u044b \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u043e\u0439 \u043a\u043e\u043c\u043c\u0435\u0440\u0446\u0438\u0438 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Python?<\/span>\n                                <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                    <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                <\/svg>\n                            <\/button>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>\u0414\u0430 \u2014 \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433 \u0434\u0430\u043d\u043d\u044b\u0445 \u0441 \u0441\u0430\u0439\u0442\u043e\u0432 \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u043e\u0439 \u043a\u043e\u043c\u043c\u0435\u0440\u0446\u0438\u0438 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Python \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043e\u0434\u043d\u0438\u043c \u0438\u0437 \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0445 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u0435\u0432 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430 \u0441\u0435\u0433\u043e\u0434\u043d\u044f. \u041a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u043e\u0439 \u043a\u043e\u043c\u043c\u0435\u0440\u0446\u0438\u0438 \u0434\u043b\u044f:<\/p>\n<ul>\n<li>\u041c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433 \u0446\u0435\u043d<\/li>\n<li>\u041e\u0442\u0441\u043b\u0435\u0436\u0438\u0432\u0430\u043d\u0438\u0435 \u0437\u0430\u043f\u0430\u0441\u043e\u0432<\/li>\n<li>\u0410\u0433\u0440\u0435\u0433\u0430\u0446\u0438\u044f \u043e\u0442\u0437\u044b\u0432\u043e\u0432<\/li>\n<li>\u0410\u043d\u0430\u043b\u0438\u0437 \u043f\u0440\u043e\u0434\u0430\u0432\u0446\u0430<\/li>\n<li>\u041c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433 \u043a\u043e\u043d\u043a\u0443\u0440\u0435\u043d\u0442\u043e\u0432<\/li>\n<\/ul>\n<p>\u041e\u0434\u043d\u0430\u043a\u043e \u0441\u0430\u0439\u0442\u044b \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u043e\u0439 \u043a\u043e\u043c\u043c\u0435\u0440\u0446\u0438\u0438 \u0442\u0430\u043a\u0436\u0435 \u0432\u043d\u0435\u0434\u0440\u044f\u044e\u0442 \u043e\u0434\u043d\u0438 \u0438\u0437 \u0441\u0430\u043c\u044b\u0445 \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0445 \u0437\u0430\u0449\u0438\u0442 \u043e\u0442 \u0431\u043e\u0442\u043e\u0432:<\/p>\n<ul>\n<li>Cloudflare<\/li>\n<li>\u0414\u0430\u0442\u0430\u0414\u043e\u0443\u043c<\/li>\n<li>\u0410\u043a\u0430\u043c\u0430\u0438<\/li>\n<li>PerimeterX<\/li>\n<\/ul>\n<p>NodeMaven <a href=\"https:\/\/nodemaven.com\/ru\/proxies\/rotating-residential-proxies\/\">\u0440\u043e\u0442\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0435 \u043f\u0440\u043e\u043a\u0441\u0438<\/a> \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u043f\u043e\u043b\u0435\u0437\u043d\u044b \u0434\u043b\u044f \u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430 \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u043e\u0439 \u043a\u043e\u043c\u043c\u0435\u0440\u0446\u0438\u0438, \u043f\u043e\u0441\u043a\u043e\u043b\u044c\u043a\u0443 \u0437\u0430\u043f\u0440\u043e\u0441\u044b \u043c\u043e\u0433\u0443\u0442 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0440\u043e\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u043c\u0435\u0436\u0434\u0443 \u0447\u0438\u0441\u0442\u044b\u043c\u0438 \u0440\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u043c\u0438 IP-\u0430\u0434\u0440\u0435\u0441\u0430\u043c\u0438, \u0441\u043d\u0438\u0436\u0430\u044f \u043b\u0438\u043c\u0438\u0442\u044b \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u0438 \u0438 \u0440\u0438\u0441\u043a \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0435\u043d\u0438\u044f.<\/p>\n                                <\/div>\n                            <\/div>\n                        <\/div>\n                                            <div class=\"section-faq__item\" data-accordion=\"wrapper\" data-accordion-group=\"faq\" role=\"listitem\">\n                            <button class=\"section-faq__trigger\" data-accordion=\"trigger\" type=\"button\" aria-expanded=\"false\">\n                                <span class=\"section-faq__question\">\u041c\u043e\u0436\u043d\u043e \u043b\u0438 \u043f\u043e\u0441\u0442\u0440\u043e\u0438\u0442\u044c Python-\u0441\u043a\u0440\u0438\u043f\u0442 \u0434\u043b\u044f \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430 \u0431\u0435\u0437 \u043f\u0440\u043e\u043a\u0441\u0438?<\/span>\n                                <svg width=\"28\" height=\"28\" viewbox=\"0 0 28 28\" fill=\"none\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\">\n                                    <path d=\"M7 10.5L14 17.5L21 10.5\" stroke=\"#5D5D5D\" stroke-width=\"2\" stroke-linecap=\"round\" stroke-linejoin=\"round\" \/>\n                                <\/svg>\n                            <\/button>\n                            <div class=\"section-faq__content\">\n                                <div class=\"section-faq__answer\">\n                                    <p>\u0422\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438 \u0434\u0430, \u043d\u043e \u0442\u043e\u043b\u044c\u043a\u043e \u0434\u043b\u044f \u0441\u0430\u0439\u0442\u043e\u0432 \u0441 \u043d\u0438\u0437\u043a\u043e\u0439 \u0437\u0430\u0449\u0438\u0442\u043e\u0439 \u0438\u043b\u0438 \u043e\u0447\u0435\u043d\u044c \u043c\u0430\u043b\u044b\u0445 \u043e\u0431\u044a\u0435\u043c\u043e\u0432 \u0432\u0435\u0431-\u0441\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433\u0430. \u0411\u0430\u0437\u043e\u0432\u044b\u0439 \u0441\u043a\u0440\u0438\u043f\u0442 \u043d\u0430 Python 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\u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442-\u043f\u0440\u043e\u0432\u0430\u0439\u0434\u0435\u0440\u043e\u0432, \u0447\u0442\u043e\u0431\u044b \u0442\u0440\u0430\u0444\u0438\u043a \u0432\u044b\u0433\u043b\u044f\u0434\u0435\u043b \u043a\u0430\u043a \u043e\u0431\u044b\u0447\u043d\u0430\u044f \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044c \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439.<\/p>\n<p>\u0420\u0435\u0437\u0438\u0434\u0435\u043d\u0442\u0441\u043a\u0438\u0435 \u043f\u0440\u043e\u043a\u0441\u0438 NodeMaven \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u043f\u043e\u043b\u0435\u0437\u043d\u044b \u0434\u043b\u044f:<\/p>\n<ul>\n<li>\u0421\u043a\u0440\u0435\u0439\u043f\u0438\u043d\u0433 \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u043e\u0439 \u043a\u043e\u043c\u043c\u0435\u0440\u0446\u0438\u0438<\/li>\n<li>\u043b\u043e\u043a\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u044b\u0435 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\u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f","protected":false},"author":80,"featured_media":38406,"comment_status":"open","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"footnotes":""},"categories":[1],"tags":[213,205],"class_list":["post-38401","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-uncategorized","tag-guides-tutorials","tag-web-scraping"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v27.7 (Yoast SEO v27.7) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Web Scraping with Python: Full Step-by-Step Guide for 2026<\/title>\n<meta name=\"description\" content=\"Complete guide to Python web scraping with BeautifulSoup, Playwright, proxies, and anti-bot techniques for dynamic and static websites\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, 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