{"id":8729,"date":"2024-01-09T12:02:59","date_gmt":"2024-01-09T12:02:59","guid":{"rendered":"https:\/\/otus.ru\/journal\/?p=8729"},"modified":"2024-01-09T12:06:42","modified_gmt":"2024-01-09T12:06:42","slug":"bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr","status":"publish","type":"post","link":"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/","title":{"rendered":"\u0411\u043e\u043b\u044c\u0448\u043e\u0439 \u0434\u0430\u0439\u0434\u0436\u0435\u0441\u0442: \u043b\u0443\u0447\u0448\u0438\u0435 \u0441\u0442\u0430\u0442\u044c\u0438 \u0437\u0430 2023 \u0433\u043e\u0434 \u0432 \u0431\u043b\u043e\u0433\u0435 OTUS \u043d\u0430 \u0425\u0430\u0431\u0440"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_61 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >\u0421\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u0435<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 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href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9F%D0%BE%D1%87%D0%B5%D0%BC%D1%83_%D0%B2_%D0%B2%D0%B0%D1%88%D0%B5%D0%BC_%D0%BA%D0%BE%D0%B4%D0%B5_%D1%82%D0%B0%D0%BA_%D1%81%D0%BB%D0%BE%D0%B6%D0%BD%D0%BE_%D1%80%D0%B0%D0%B7%D0%BE%D0%B1%D1%80%D0%B0%D1%82%D1%8C%D1%81%D1%8F\" title=\"\u041f\u043e\u0447\u0435\u043c\u0443 \u0432 \u0432\u0430\u0448\u0435\u043c \u043a\u043e\u0434\u0435 \u0442\u0430\u043a \u0441\u043b\u043e\u0436\u043d\u043e \u0440\u0430\u0437\u043e\u0431\u0440\u0430\u0442\u044c\u0441\u044f\">\u041f\u043e\u0447\u0435\u043c\u0443 \u0432 \u0432\u0430\u0448\u0435\u043c \u043a\u043e\u0434\u0435 \u0442\u0430\u043a \u0441\u043b\u043e\u0436\u043d\u043e \u0440\u0430\u0437\u043e\u0431\u0440\u0430\u0442\u044c\u0441\u044f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9F%D1%8F%D1%82%D1%8C_%D0%BF%D1%80%D0%BE%D0%B4%D0%B2%D0%B8%D0%BD%D1%83%D1%82%D1%8B%D1%85_%D1%82%D0%B5%D1%85%D0%BD%D0%B8%D0%BA_%D0%B8%D0%BD%D0%B8%D1%86%D0%B8%D0%B0%D0%BB%D0%B8%D0%B7%D0%B0%D1%86%D0%B8%D0%B8_%D0%B2_C_%D0%9E%D1%82_reserve_%D0%B4%D0%BE_piecewise_construct\" title=\"\u041f\u044f\u0442\u044c \u043f\u0440\u043e\u0434\u0432\u0438\u043d\u0443\u0442\u044b\u0445 \u0442\u0435\u0445\u043d\u0438\u043a \u0438\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0432 C++: \u041e\u0442 reserve() \u0434\u043e piecewise_construct\">\u041f\u044f\u0442\u044c \u043f\u0440\u043e\u0434\u0432\u0438\u043d\u0443\u0442\u044b\u0445 \u0442\u0435\u0445\u043d\u0438\u043a \u0438\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0432 C++: \u041e\u0442 reserve() \u0434\u043e piecewise_construct<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#21_%D1%84%D0%B8%D1%87%D0%B0_%D1%81%D0%BE%D0%B2%D1%80%D0%B5%D0%BC%D0%B5%D0%BD%D0%BD%D0%BE%D0%B3%D0%BE_C\" title=\"21 \u0444\u0438\u0447\u0430 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0433\u043e C++\">21 \u0444\u0438\u0447\u0430 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0433\u043e C++<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9C%D0%BE%D0%B4%D1%83%D0%BB%D0%B8_C20_%D0%B8_GCC11\" title=\"\u041c\u043e\u0434\u0443\u043b\u0438 C++20 \u0438 GCC11\">\u041c\u043e\u0434\u0443\u043b\u0438 C++20 \u0438 GCC11<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9C%D0%B0%D0%BB%D0%BE%D0%B8%D0%B7%D0%B2%D0%B5%D1%81%D1%82%D0%BD%D1%8B%D0%B5_%D0%B2%D0%BE%D0%B7%D0%BC%D0%BE%D0%B6%D0%BD%D0%BE%D1%81%D1%82%D0%B8_%D1%8F%D0%B7%D1%8B%D0%BA%D0%B0_C\" title=\"\u041c\u0430\u043b\u043e\u0438\u0437\u0432\u0435\u0441\u0442\u043d\u044b\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u044f\u0437\u044b\u043a\u0430&nbsp;C\">\u041c\u0430\u043b\u043e\u0438\u0437\u0432\u0435\u0441\u0442\u043d\u044b\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u044f\u0437\u044b\u043a\u0430&nbsp;C<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#Go_120_%D0%B8_%D0%B0%D1%80%D0%B5%D0%BD%D0%B0_%D0%BF%D0%B0%D0%BC%D1%8F%D1%82%D0%B8\" title=\"Go 1.20 \u0438 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\u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%A1%D0%BA%D1%83%D1%87%D0%BD%D1%8B%D0%B9_Python_%D0%BF%D0%BE%D0%B2%D1%8B%D1%88%D0%B0%D0%B5%D0%BC_%D0%BA%D0%B0%D1%87%D0%B5%D1%81%D1%82%D0%B2%D0%BE_%D0%BA%D0%BE%D0%B4%D0%B0\" title=\"\u0421\u043a\u0443\u0447\u043d\u044b\u0439 Python: \u043f\u043e\u0432\u044b\u0448\u0430\u0435\u043c \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u043a\u043e\u0434\u0430\">\u0421\u043a\u0443\u0447\u043d\u044b\u0439 Python: \u043f\u043e\u0432\u044b\u0448\u0430\u0435\u043c \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u043a\u043e\u0434\u0430<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9E%D0%B1%D1%8A%D0%B5%D0%BA%D1%82_%D0%BC%D0%BD%D0%BE%D0%B3%D0%BE%D1%82%D0%BE%D1%87%D0%B8%D0%B5_%D0%B2_Python\" title=\"\u041e\u0431\u044a\u0435\u043a\u0442 \u043c\u043d\u043e\u0433\u043e\u0442\u043e\u0447\u0438\u0435 \u0432 Python\">\u041e\u0431\u044a\u0435\u043a\u0442 \u043c\u043d\u043e\u0433\u043e\u0442\u043e\u0447\u0438\u0435 \u0432 Python<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%A4%D1%83%D0%BD%D0%BA%D1%86%D0%B8%D0%B8_Python_%E2%80%94_%D1%8D%D1%82%D0%BE_%D0%BE%D0%B1%D1%8A%D0%B5%D0%BA%D1%82%D1%8B_%D0%BF%D0%B5%D1%80%D0%B2%D0%BE%D0%B3%D0%BE_%D0%BA%D0%BB%D0%B0%D1%81%D1%81%D0%B0\" title=\"\u0424\u0443\u043d\u043a\u0446\u0438\u0438 Python \u2014 \u044d\u0442\u043e \u043e\u0431\u044a\u0435\u043a\u0442\u044b \u043f\u0435\u0440\u0432\u043e\u0433\u043e \u043a\u043b\u0430\u0441\u0441\u0430\">\u0424\u0443\u043d\u043a\u0446\u0438\u0438 Python \u2014 \u044d\u0442\u043e \u043e\u0431\u044a\u0435\u043a\u0442\u044b \u043f\u0435\u0440\u0432\u043e\u0433\u043e \u043a\u043b\u0430\u0441\u0441\u0430<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%94%D0%B5%D0%BA%D0%BE%D1%80%D0%B0%D1%82%D0%BE%D1%80%D1%8B_Python_%D0%BF%D0%BE%D1%88%D0%B0%D0%B3%D0%BE%D0%B2%D0%BE%D0%B5_%D1%80%D1%83%D0%BA%D0%BE%D0%B2%D0%BE%D0%B4%D1%81%D1%82%D0%B2%D0%BE\" title=\"\u0414\u0435\u043a\u043e\u0440\u0430\u0442\u043e\u0440\u044b Python: \u043f\u043e\u0448\u0430\u0433\u043e\u0432\u043e\u0435 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e\">\u0414\u0435\u043a\u043e\u0440\u0430\u0442\u043e\u0440\u044b Python: \u043f\u043e\u0448\u0430\u0433\u043e\u0432\u043e\u0435 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%A0%D0%B0%D0%B7%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D0%BA%D0%B0_real-time_%D0%BF%D1%80%D0%B8%D0%BB%D0%BE%D0%B6%D0%B5%D0%BD%D0%B8%D0%B9_%D1%81_Python_%D0%B8_WebSocket\" title=\"\u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 real-time \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u0441 Python \u0438 WebSocket\">\u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 real-time \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u0441 Python \u0438 WebSocket<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%A7%D1%82%D0%BE%D0%B1%D1%8B_%D1%83%D1%81%D0%BA%D0%BE%D1%80%D0%B8%D1%82%D1%8C_%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D1%83_Numba_%D0%B8_%D0%BA%D0%BE%D0%B4%D0%B0_NumPy_%D0%BD%D1%83%D0%B6%D0%BD%D0%BE_%D0%BF%D0%BE%D0%BD%D1%8F%D1%82%D1%8C_%D0%BA%D0%B0%D0%BA_%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D0%B0%D1%8E%D1%82_%D0%BF%D1%80%D0%BE%D1%86%D0%B5%D1%81%D1%81%D0%BE%D1%80%D1%8B\" title=\"\u0427\u0442\u043e\u0431\u044b \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u044c \u0440\u0430\u0431\u043e\u0442\u0443 Numba \u0438 \u043a\u043e\u0434\u0430 NumPy, \u043d\u0443\u0436\u043d\u043e \u043f\u043e\u043d\u044f\u0442\u044c, \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0440\u044b\">\u0427\u0442\u043e\u0431\u044b \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u044c \u0440\u0430\u0431\u043e\u0442\u0443 Numba \u0438 \u043a\u043e\u0434\u0430 NumPy, \u043d\u0443\u0436\u043d\u043e \u043f\u043e\u043d\u044f\u0442\u044c, \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0440\u044b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%A1%D0%BE%D0%B2%D1%80%D0%B5%D0%BC%D0%B5%D0%BD%D0%BD%D1%8B%D0%B9_%D1%81%D0%BF%D0%BE%D1%81%D0%BE%D0%B1_%D0%B3%D0%BB%D1%83%D0%B1%D0%BE%D0%BA%D0%BE%D0%B3%D0%BE_%D0%BA%D0%BB%D0%BE%D0%BD%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F_%D0%BE%D0%B1%D1%8A%D0%B5%D0%BA%D1%82%D0%BE%D0%B2_%D0%B2_JavaScript\" title=\"\u0421\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0439 \u0441\u043f\u043e\u0441\u043e\u0431 \u0433\u043b\u0443\u0431\u043e\u043a\u043e\u0433\u043e \u043a\u043b\u043e\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432 \u0432 JavaScript\">\u0421\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0439 \u0441\u043f\u043e\u0441\u043e\u0431 \u0433\u043b\u0443\u0431\u043e\u043a\u043e\u0433\u043e \u043a\u043b\u043e\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432 \u0432 JavaScript<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9A%D0%B0%D1%81%D1%82%D0%BE%D0%BC%D0%BD%D1%8B%D0%B5_%D1%85%D1%83%D0%BA%D0%B8_%D0%B2_React\" title=\"\u041a\u0430\u0441\u0442\u043e\u043c\u043d\u044b\u0435 \u0445\u0443\u043a\u0438 \u0432 React\">\u041a\u0430\u0441\u0442\u043e\u043c\u043d\u044b\u0435 \u0445\u0443\u043a\u0438 \u0432 React<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%AF_%D0%BF%D1%80%D0%BE%D0%B1%D0%BE%D0%B2%D0%B0%D0%BB_GitHub_Copilot_%D0%B8_%D1%8F_%D0%B2_%D0%B2%D0%BE%D1%81%D1%82%D0%BE%D1%80%D0%B3%D0%B5\" title=\"\u042f \u043f\u0440\u043e\u0431\u043e\u0432\u0430\u043b GitHub Copilot, \u0438 \u044f \u0432 \u0432\u043e\u0441\u0442\u043e\u0440\u0433\u0435\">\u042f \u043f\u0440\u043e\u0431\u043e\u0432\u0430\u043b GitHub Copilot, \u0438 \u044f \u0432 \u0432\u043e\u0441\u0442\u043e\u0440\u0433\u0435<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#Clean_Architecture\" title=\"Clean Architecture\">Clean Architecture<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%A3%D0%BF%D1%80%D0%B0%D0%B2%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%BA%D0%BE%D0%BC%D0%B0%D0%BD%D0%B4%D0%BE%D0%B9\" title=\"\u0423\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439\">\u0423\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-21\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%97%D0%B0%D1%80%D0%BF%D0%BB%D0%B0%D1%82%D0%B0_%D0%BF%D0%BE_%D1%80%D0%B5%D0%B7%D1%83%D0%BB%D1%8C%D1%82%D0%B0%D1%82%D0%B0%D0%BC_%D1%81%D0%BE%D0%B1%D0%B5%D1%81%D0%B5%D0%B4%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F_%E2%80%94_%D0%BB%D1%83%D1%87%D1%88%D0%B8%D0%B9_%D1%81%D0%BF%D0%BE%D1%81%D0%BE%D0%B1_%D1%81%D0%BE%D0%BA%D1%80%D0%B0%D1%82%D0%B8%D1%82%D1%8C_%D0%BE%D1%82%D0%BA%D0%BB%D0%B8%D0%BA%D0%B8_%D0%BD%D0%B0_%D0%B2%D0%B0%D0%BA%D0%B0%D0%BD%D1%81%D0%B8%D1%8E_%D0%B0_%D1%82%D0%B5%D1%81%D1%82%D0%BE%D0%B2%D1%8B%D0%B5_%D0%B7%D0%B0%D0%B4%D0%B0%D0%BD%D0%B8%D1%8F_%E2%80%94_%D0%B8%D0%B7%D0%B1%D1%8B%D1%82%D0%BE%D1%87%D0%BD%D1%8B\" title=\"\u0417\u0430\u0440\u043f\u043b\u0430\u0442\u0430 \u043f\u043e \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0430\u043c \u0441\u043e\u0431\u0435\u0441\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u2014 \u043b\u0443\u0447\u0448\u0438\u0439 \u0441\u043f\u043e\u0441\u043e\u0431 \u0441\u043e\u043a\u0440\u0430\u0442\u0438\u0442\u044c \u043e\u0442\u043a\u043b\u0438\u043a\u0438 \u043d\u0430 \u0432\u0430\u043a\u0430\u043d\u0441\u0438\u044e, \u0430 \u0442\u0435\u0441\u0442\u043e\u0432\u044b\u0435 \u0437\u0430\u0434\u0430\u043d\u0438\u044f \u2014 \u0438\u0437\u0431\u044b\u0442\u043e\u0447\u043d\u044b\">\u0417\u0430\u0440\u043f\u043b\u0430\u0442\u0430 \u043f\u043e \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0430\u043c \u0441\u043e\u0431\u0435\u0441\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u2014 \u043b\u0443\u0447\u0448\u0438\u0439 \u0441\u043f\u043e\u0441\u043e\u0431 \u0441\u043e\u043a\u0440\u0430\u0442\u0438\u0442\u044c \u043e\u0442\u043a\u043b\u0438\u043a\u0438 \u043d\u0430 \u0432\u0430\u043a\u0430\u043d\u0441\u0438\u044e, \u0430 \u0442\u0435\u0441\u0442\u043e\u0432\u044b\u0435 \u0437\u0430\u0434\u0430\u043d\u0438\u044f \u2014 \u0438\u0437\u0431\u044b\u0442\u043e\u0447\u043d\u044b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-22\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9A%D0%B0%D0%BA_%D1%8F_%D0%BF%D1%80%D0%BE%D0%B2%D0%BE%D0%B6%D1%83_%D1%82%D0%B5%D1%85%D0%BD%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B8%D0%B5_%D1%81%D0%BE%D0%B1%D0%B5%D1%81%D0%B5%D0%B4%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F_%D0%B7%D0%B0_30_%D0%BC%D0%B8%D0%BD%D1%83%D1%82\" title=\"\u041a\u0430\u043a \u044f \u043f\u0440\u043e\u0432\u043e\u0436\u0443 \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0441\u043e\u0431\u0435\u0441\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u0437\u0430 30 \u043c\u0438\u043d\u0443\u0442\">\u041a\u0430\u043a \u044f \u043f\u0440\u043e\u0432\u043e\u0436\u0443 \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0441\u043e\u0431\u0435\u0441\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u0437\u0430 30 \u043c\u0438\u043d\u0443\u0442<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-23\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9F%D0%BE%D1%87%D0%B5%D0%BC%D1%83_%D0%BE%D1%86%D0%B5%D0%BD%D0%BA%D0%B0_%D0%B7%D0%B0%D0%B4%D0%B0%D1%87_%D1%81%D0%BB%D0%BE%D0%BC%D0%B0%D0%BB%D0%B0_Agile\" title=\"\u041f\u043e\u0447\u0435\u043c\u0443 \u043e\u0446\u0435\u043d\u043a\u0430 \u0437\u0430\u0434\u0430\u0447 \u0441\u043b\u043e\u043c\u0430\u043b\u0430 Agile\">\u041f\u043e\u0447\u0435\u043c\u0443 \u043e\u0446\u0435\u043d\u043a\u0430 \u0437\u0430\u0434\u0430\u0447 \u0441\u043b\u043e\u043c\u0430\u043b\u0430 Agile<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-24\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9D%D0%B0%D1%81%D1%82%D1%80%D0%BE%D0%B9%D0%BA%D0%B0_%D0%B8_%D0%B0%D0%B4%D0%BC%D0%B8%D0%BD%D0%B8%D1%81%D1%82%D1%80%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5_Linux\" title=\"\u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u0438 \u0430\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 Linux\">\u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u0438 \u0430\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 Linux<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-25\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%94%D0%B8%D1%81%D0%BA%D0%BE%D0%B2%D0%B0%D1%8F_%D0%BF%D0%BE%D0%B4%D1%81%D0%B8%D1%81%D1%82%D0%B5%D0%BC%D0%B0_%D0%B2_%D0%9E%D0%A1_Linux\" title=\"\u0414\u0438\u0441\u043a\u043e\u0432\u0430\u044f \u043f\u043e\u0434\u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0432 \u041e\u0421 Linux\">\u0414\u0438\u0441\u043a\u043e\u0432\u0430\u044f \u043f\u043e\u0434\u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0432 \u041e\u0421 Linux<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-26\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%A1%D0%B1%D0%BE%D1%80_%D0%B8_%D0%B0%D0%BD%D0%B0%D0%BB%D0%B8%D0%B7_%D0%BB%D0%BE%D0%B3%D0%BE%D0%B2_%D0%B2_Linux\" title=\"\u0421\u0431\u043e\u0440 \u0438 \u0430\u043d\u0430\u043b\u0438\u0437 \u043b\u043e\u0433\u043e\u0432 \u0432 Linux\">\u0421\u0431\u043e\u0440 \u0438 \u0430\u043d\u0430\u043b\u0438\u0437 \u043b\u043e\u0433\u043e\u0432 \u0432 Linux<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-27\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%A2%D0%BE%D0%BD%D0%BA%D0%B0%D1%8F_%D0%BD%D0%B0%D1%81%D1%82%D1%80%D0%BE%D0%B9%D0%BA%D0%B0_%D1%81%D0%B5%D1%82%D0%B8_%D0%B2_Linux\" title=\"\u0422\u043e\u043d\u043a\u0430\u044f \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u0441\u0435\u0442\u0438 \u0432 Linux\">\u0422\u043e\u043d\u043a\u0430\u044f \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u0441\u0435\u0442\u0438 \u0432 Linux<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-28\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%A4%D0%B0%D0%B9%D0%BB%D0%BE%D0%B2%D0%B0%D1%8F_%D1%81%D0%B8%D1%81%D1%82%D0%B5%D0%BC%D0%B0_BTRFS\" title=\"\u0424\u0430\u0439\u043b\u043e\u0432\u0430\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0430 BTRFS\">\u0424\u0430\u0439\u043b\u043e\u0432\u0430\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0430 BTRFS<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-29\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%A2%D0%B5%D1%81%D1%82%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5\" title=\"\u0422\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435\">\u0422\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-30\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9F%D0%BE%D1%87%D0%B5%D0%BC%D1%83_%D1%85%D0%BE%D1%80%D0%BE%D1%88%D0%B8%D0%B5_%D1%80%D0%B0%D0%B7%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D1%87%D0%B8%D0%BA%D0%B8_%D0%BF%D0%B8%D1%88%D1%83%D1%82_%D0%BF%D0%BB%D0%BE%D1%85%D0%B8%D0%B5_%D1%8E%D0%BD%D0%B8%D1%82-%D1%82%D0%B5%D1%81%D1%82%D1%8B\" title=\"\u041f\u043e\u0447\u0435\u043c\u0443 \u0445\u043e\u0440\u043e\u0448\u0438\u0435 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0438 \u043f\u0438\u0448\u0443\u0442 \u043f\u043b\u043e\u0445\u0438\u0435 \u044e\u043d\u0438\u0442-\u0442\u0435\u0441\u0442\u044b\">\u041f\u043e\u0447\u0435\u043c\u0443 \u0445\u043e\u0440\u043e\u0448\u0438\u0435 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0438 \u043f\u0438\u0448\u0443\u0442 \u043f\u043b\u043e\u0445\u0438\u0435 \u044e\u043d\u0438\u0442-\u0442\u0435\u0441\u0442\u044b<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-31\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9F%D0%B8%D1%88%D0%B5%D0%BC_%D1%87%D0%B8%D1%81%D1%82%D1%8B%D0%B5_%D1%82%D0%B5%D1%81%D1%82%D1%8B_%D0%BD%D0%B0_JavaScript_%D1%81_%D0%B8%D1%81%D0%BF%D0%BE%D0%BB%D1%8C%D0%B7%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5%D0%BC_%D0%BF%D1%80%D0%B8%D0%BD%D1%86%D0%B8%D0%BF%D0%BE%D0%B2_BASIC\" title=\"\u041f\u0438\u0448\u0435\u043c \u0447\u0438\u0441\u0442\u044b\u0435 \u0442\u0435\u0441\u0442\u044b \u043d\u0430 JavaScript \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u043e\u0432 BASIC\">\u041f\u0438\u0448\u0435\u043c \u0447\u0438\u0441\u0442\u044b\u0435 \u0442\u0435\u0441\u0442\u044b \u043d\u0430 JavaScript \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u043e\u0432 BASIC<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-32\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9A%D0%B0%D0%BA_%D0%B8%D1%81%D0%BF%D0%BE%D0%BB%D1%8C%D0%B7%D0%BE%D0%B2%D0%B0%D1%82%D1%8C_JMeter_%D0%B4%D0%BB%D1%8F_%D1%82%D0%B5%D1%81%D1%82%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F_%D0%BF%D1%80%D0%BE%D0%B8%D0%B7%D0%B2%D0%BE%D0%B4%D0%B8%D1%82%D0%B5%D0%BB%D1%8C%D0%BD%D0%BE%D1%81%D1%82%D0%B8\" title=\"\u041a\u0430\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c JMeter \u0434\u043b\u044f \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438\">\u041a\u0430\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c JMeter \u0434\u043b\u044f \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-33\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%A0%D0%B0%D0%B1%D0%BE%D1%82%D0%B0_%D1%81_%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D0%BC%D0%B8_%D0%B8_%D0%B0%D0%B4%D0%BC%D0%B8%D0%BD%D0%B8%D1%81%D1%82%D1%80%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5_%D0%91%D0%94\" title=\"\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0438 \u0430\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0411\u0414\">\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0438 \u0430\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0411\u0414<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-34\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%A0%D0%B5%D0%B7%D0%B5%D1%80%D0%B2%D0%BD%D0%BE%D0%B5_%D0%BA%D0%BE%D0%BF%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5_%D0%B8_%D0%B2%D0%BE%D1%81%D1%81%D1%82%D0%B0%D0%BD%D0%BE%D0%B2%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%A1%D0%A3%D0%91%D0%94_PostgreSQL\" title=\"\u0420\u0435\u0437\u0435\u0440\u0432\u043d\u043e\u0435 \u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 \u0432\u043e\u0441\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 \u0421\u0423\u0411\u0414 PostgreSQL\">\u0420\u0435\u0437\u0435\u0440\u0432\u043d\u043e\u0435 \u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 \u0432\u043e\u0441\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 \u0421\u0423\u0411\u0414 PostgreSQL<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-35\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%A1%D1%80%D0%B0%D0%B2%D0%BD%D0%B5%D0%BD%D0%B8%D0%B5_MySQL_%D0%B8_PostgreSQL_%D0%B2_2023_%D0%B3%D0%BE%D0%B4%D1%83\" title=\"\u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 MySQL \u0438 PostgreSQL \u0432 2023 \u0433\u043e\u0434\u0443\">\u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 MySQL \u0438 PostgreSQL \u0432 2023 \u0433\u043e\u0434\u0443<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-36\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%97%D0%BD%D0%B0%D0%BA%D0%BE%D0%BC%D0%B8%D0%BC%D1%81%D1%8F_%D1%81_%D0%B0%D1%80%D1%85%D0%B8%D1%82%D0%B5%D0%BA%D1%82%D1%83%D1%80%D0%BE%D0%B9_Apache_Kafka\" title=\"\u0417\u043d\u0430\u043a\u043e\u043c\u0438\u043c\u0441\u044f \u0441 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043e\u0439 Apache Kafka\">\u0417\u043d\u0430\u043a\u043e\u043c\u0438\u043c\u0441\u044f \u0441 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043e\u0439 Apache Kafka<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-37\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9C%D0%B0%D0%BB%D0%BE%D0%B8%D0%B7%D0%B2%D0%B5%D1%81%D1%82%D0%BD%D1%8B%D0%B5_%D0%BF%D0%BE%D0%BB%D0%B5%D0%B7%D0%BD%D1%8B%D0%B5_%D0%B1%D0%B8%D0%B1%D0%BB%D0%B8%D0%BE%D1%82%D0%B5%D0%BA%D0%B8_Python_%D0%B4%D0%BB%D1%8F_%D0%B0%D0%BD%D0%B0%D0%BB%D0%B8%D0%B7%D0%B0_%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D1%85\" title=\"\u041c\u0430\u043b\u043e\u0438\u0437\u0432\u0435\u0441\u0442\u043d\u044b\u0435 \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0435 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 Python \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445\">\u041c\u0430\u043b\u043e\u0438\u0437\u0432\u0435\u0441\u0442\u043d\u044b\u0435 \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0435 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 Python \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-38\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%90%D0%BD%D0%B0%D0%BB%D0%B8%D0%B7_%D0%B8_%D0%BF%D1%80%D0%BE%D0%B5%D0%BA%D1%82%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5%D0%BC_%D1%81%D0%B8%D1%81%D1%82%D0%B5%D0%BC\" title=\"\u0410\u043d\u0430\u043b\u0438\u0437 \u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0441\u0438\u0441\u0442\u0435\u043c\">\u0410\u043d\u0430\u043b\u0438\u0437 \u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0441\u0438\u0441\u0442\u0435\u043c<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-39\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9F%D1%80%D0%BE%D0%B5%D0%BA%D1%82%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5_%D0%B0%D1%80%D1%85%D0%B8%D1%82%D0%B5%D0%BA%D1%82%D1%83%D1%80%D1%8B_%D0%B4%D0%BB%D1%8F_%D0%BC%D0%B8%D0%BA%D1%80%D0%BE%D1%81%D0%B5%D1%80%D0%B2%D0%B8%D1%81%D0%BE%D0%B2_%D1%81_%D0%B8%D1%81%D0%BF%D0%BE%D0%BB%D1%8C%D0%B7%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5%D0%BC_gRPC\" title=\"\u041f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b \u0434\u043b\u044f \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043e\u0432 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c gRPC\">\u041f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b \u0434\u043b\u044f \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043e\u0432 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c gRPC<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-40\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%90%D1%80%D1%85%D0%B8%D1%82%D0%B5%D0%BA%D1%82%D1%83%D1%80%D0%B0_%D0%B2%D1%8B%D1%81%D0%BE%D0%BA%D0%BE%D0%BD%D0%B0%D0%B3%D1%80%D1%83%D0%B6%D0%B5%D0%BD%D0%BD%D1%8B%D1%85_%D1%82%D0%B5%D0%BB%D0%B5%D0%B3%D1%80%D0%B0%D0%BC-%D0%B1%D0%BE%D1%82%D0%BE%D0%B2_%D0%BD%D0%B0_Python\" title=\"\u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u0432\u044b\u0441\u043e\u043a\u043e\u043d\u0430\u0433\u0440\u0443\u0436\u0435\u043d\u043d\u044b\u0445 \u0442\u0435\u043b\u0435\u0433\u0440\u0430\u043c-\u0431\u043e\u0442\u043e\u0432 \u043d\u0430 Python\">\u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u0432\u044b\u0441\u043e\u043a\u043e\u043d\u0430\u0433\u0440\u0443\u0436\u0435\u043d\u043d\u044b\u0445 \u0442\u0435\u043b\u0435\u0433\u0440\u0430\u043c-\u0431\u043e\u0442\u043e\u0432 \u043d\u0430 Python<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-41\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%90%D1%80%D1%85%D0%B8%D1%82%D0%B5%D0%BA%D1%82%D1%83%D1%80%D0%BD%D1%8B%D0%B5_%D0%B0%D0%BD%D1%82%D0%B8%D0%BF%D0%B0%D1%82%D1%82%D0%B5%D1%80%D0%BD%D1%8B_%D0%B2_%D0%BC%D0%B8%D0%BA%D1%80%D0%BE%D1%81%D0%B5%D1%80%D0%B2%D0%B8%D1%81%D0%B0%D1%85_%D0%B8_%D0%BA%D0%B0%D0%BA_%D0%B8%D1%85_%D0%B8%D0%B7%D0%B1%D0%B5%D0%B6%D0%B0%D1%82%D1%8C\" title=\"\u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u044b\u0435 \u0430\u043d\u0442\u0438\u043f\u0430\u0442\u0442\u0435\u0440\u043d\u044b \u0432 \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u0430\u0445 \u0438 \u043a\u0430\u043a \u0438\u0445 \u0438\u0437\u0431\u0435\u0436\u0430\u0442\u044c\">\u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u044b\u0435 \u0430\u043d\u0442\u0438\u043f\u0430\u0442\u0442\u0435\u0440\u043d\u044b \u0432 \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u0430\u0445 \u0438 \u043a\u0430\u043a \u0438\u0445 \u0438\u0437\u0431\u0435\u0436\u0430\u0442\u044c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-42\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#Docker_%D0%B8_%D1%81%D0%B5%D1%82%D0%B8\" title=\"Docker \u0438 \u0441\u0435\u0442\u0438\">Docker \u0438 \u0441\u0435\u0442\u0438<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-43\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9C%D0%B0%D1%82%D0%B5%D0%BC%D0%B0%D1%82%D0%B8%D0%BA%D0%B0\" title=\"\u041c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u043a\u0430\">\u041c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u043a\u0430<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-44\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%98%D1%81%D0%BA%D1%83%D1%81%D1%81%D1%82%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B3%D0%BD%D0%BE%D0%B7%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F_%D0%BF%D0%BE%D0%B3%D1%80%D1%83%D0%B6%D0%B5%D0%BD%D0%B8%D0%B5_%D0%B2_%D0%9C%D0%B0%D1%80%D0%BA%D0%BE%D0%B2%D1%81%D0%BA%D0%B8%D0%B5_%D1%86%D0%B5%D0%BF%D0%B8\" title=\"\u0418\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u043e \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f: \u043f\u043e\u0433\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u0432 \u041c\u0430\u0440\u043a\u043e\u0432\u0441\u043a\u0438\u0435 \u0446\u0435\u043f\u0438\">\u0418\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u043e \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f: \u043f\u043e\u0433\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u0432 \u041c\u0430\u0440\u043a\u043e\u0432\u0441\u043a\u0438\u0435 \u0446\u0435\u043f\u0438<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-45\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%90%D0%BB%D0%B3%D0%BE%D1%80%D0%B8%D1%82%D0%BC%D1%8B_%D0%B1%D1%8B%D1%81%D1%82%D1%80%D0%BE%D0%B3%D0%BE_%D0%B2%D0%BE%D0%B7%D0%B2%D0%B5%D0%B4%D0%B5%D0%BD%D0%B8%D1%8F_%D0%B2_%D1%81%D1%82%D0%B5%D0%BF%D0%B5%D0%BD%D1%8C\" title=\"\u0410\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0431\u044b\u0441\u0442\u0440\u043e\u0433\u043e \u0432\u043e\u0437\u0432\u0435\u0434\u0435\u043d\u0438\u044f \u0432 \u0441\u0442\u0435\u043f\u0435\u043d\u044c\">\u0410\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0431\u044b\u0441\u0442\u0440\u043e\u0433\u043e \u0432\u043e\u0437\u0432\u0435\u0434\u0435\u043d\u0438\u044f \u0432 \u0441\u0442\u0435\u043f\u0435\u043d\u044c<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-46\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%94%D0%BB%D1%8F_%D0%BD%D0%B0%D1%87%D0%B8%D0%BD%D0%B0%D1%8E%D1%89%D0%B8%D1%85\" title=\"\u0414\u043b\u044f \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0449\u0438\u0445\">\u0414\u043b\u044f \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0449\u0438\u0445<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-47\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%A1%D0%B0%D0%BC%D1%8B%D0%B5_%D1%80%D0%B0%D1%81%D0%BF%D1%80%D0%BE%D1%81%D1%82%D1%80%D0%B0%D0%BD%D0%B5%D0%BD%D0%BD%D1%8B%D0%B5_%D0%BB%D0%BE%D0%B3%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B8%D0%B5_%D0%BE%D1%88%D0%B8%D0%B1%D0%BA%D0%B8\" title=\"\u0421\u0430\u043c\u044b\u0435 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0435 \u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043e\u0448\u0438\u0431\u043a\u0438\">\u0421\u0430\u043c\u044b\u0435 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0435 \u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043e\u0448\u0438\u0431\u043a\u0438<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-48\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9E%D1%81%D0%BD%D0%BE%D0%B2%D1%8B_%D0%BE%D0%BF%D0%B5%D1%80%D0%B0%D1%86%D0%B8%D0%BE%D0%BD%D0%BD%D1%8B%D1%85_%D1%81%D0%B8%D1%81%D1%82%D0%B5%D0%BC\" title=\"\u041e\u0441\u043d\u043e\u0432\u044b \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c\">\u041e\u0441\u043d\u043e\u0432\u044b \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-49\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#10_%D0%B8%D0%B3%D1%80_%D0%B4%D0%BB%D1%8F_%D0%B8%D0%B7%D1%83%D1%87%D0%B5%D0%BD%D0%B8%D1%8F_JavaScript\" title=\"10 \u0438\u0433\u0440 \u0434\u043b\u044f \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044f JavaScript\">10 \u0438\u0433\u0440 \u0434\u043b\u044f \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044f JavaScript<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-50\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#Roadmap_%D0%B4%D0%BB%D1%8F_%D0%B8%D0%B7%D1%83%D1%87%D0%B5%D0%BD%D0%B8%D1%8F_Java\" title=\"Roadmap \u0434\u043b\u044f \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044f Java \">Roadmap \u0434\u043b\u044f \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044f Java <\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-51\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9F%D1%80%D0%B8%D0%BD%D1%86%D0%B8%D0%BF%D1%8B_%D0%9E%D0%9E%D0%9F_%D0%B2_%D0%BF%D1%80%D0%B8%D0%BC%D0%B5%D1%80%D0%B0%D1%85_%D0%B4%D0%BB%D1%8F_%D0%BD%D0%B0%D1%87%D0%B8%D0%BD%D0%B0%D1%8E%D1%89%D0%B8%D1%85\" title=\"\u041f\u0440\u0438\u043d\u0446\u0438\u043f\u044b \u041e\u041e\u041f \u0432 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u0445 \u0434\u043b\u044f \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0449\u0438\u0445\">\u041f\u0440\u0438\u043d\u0446\u0438\u043f\u044b \u041e\u041e\u041f \u0432 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u0445 \u0434\u043b\u044f \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0449\u0438\u0445<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-52\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%98%D1%81%D1%87%D0%B5%D1%80%D0%BF%D1%8B%D0%B2%D0%B0%D1%8E%D1%89%D0%B5%D0%B5_%D1%80%D1%83%D0%BA%D0%BE%D0%B2%D0%BE%D0%B4%D1%81%D1%82%D0%B2%D0%BE_%D0%BF%D0%BE_%D1%80%D0%B0%D0%B7%D0%BB%D0%B8%D1%87%D0%BD%D1%8B%D0%BC_%D1%82%D0%B8%D0%BF%D0%B0%D0%BC_API\" title=\"\u0418\u0441\u0447\u0435\u0440\u043f\u044b\u0432\u0430\u044e\u0449\u0435\u0435 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e \u043f\u043e \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u043c \u0442\u0438\u043f\u0430\u043c API\">\u0418\u0441\u0447\u0435\u0440\u043f\u044b\u0432\u0430\u044e\u0449\u0435\u0435 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e \u043f\u043e \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u043c \u0442\u0438\u043f\u0430\u043c API<\/a><\/li><\/ul><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-1'><a class=\"ez-toc-link ez-toc-heading-53\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9D%D0%B0%D1%83%D1%87%D0%BD%D0%BE-%D0%BF%D0%BE%D0%BF%D1%83%D0%BB%D1%8F%D1%80%D0%BD%D0%BE%D0%B5\" title=\"\u041d\u0430\u0443\u0447\u043d\u043e-\u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u043e\u0435\">\u041d\u0430\u0443\u0447\u043d\u043e-\u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u043e\u0435<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-54\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%97%D0%B0%D1%87%D0%B5%D0%BC_%D0%BD%D0%B0%D0%BC_%D0%BD%D1%83%D0%B6%D0%BD%D1%8B_%D0%BA%D0%BE%D0%BB%D0%BE%D0%BD%D0%B8%D0%B8_%D0%B7%D0%B0_%D0%BF%D1%80%D0%B5%D0%B4%D0%B5%D0%BB%D0%B0%D0%BC%D0%B8_%D0%97%D0%B5%D0%BC%D0%BB%D0%B8\" title=\"\u0417\u0430\u0447\u0435\u043c \u043d\u0430\u043c \u043d\u0443\u0436\u043d\u044b \u043a\u043e\u043b\u043e\u043d\u0438\u0438 \u0437\u0430 \u043f\u0440\u0435\u0434\u0435\u043b\u0430\u043c\u0438 \u0417\u0435\u043c\u043b\u0438\">\u0417\u0430\u0447\u0435\u043c \u043d\u0430\u043c \u043d\u0443\u0436\u043d\u044b \u043a\u043e\u043b\u043e\u043d\u0438\u0438 \u0437\u0430 \u043f\u0440\u0435\u0434\u0435\u043b\u0430\u043c\u0438 \u0417\u0435\u043c\u043b\u0438<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-55\" href=\"https:\/\/otus.ru\/journal\/bolshoj-dajdzhest-luchshie-stati-za-2023-god-v-bloge-otus-na-habr\/#%D0%9C%D1%8B_%D0%B6%D0%B8%D0%B2%D0%B5%D0%BC_%D0%B2_%D0%BA%D0%BE%D0%BC%D0%BF%D1%8C%D1%8E%D1%82%D0%B5%D1%80%D0%BD%D0%BE%D0%B9_%D1%81%D0%B8%D0%BC%D1%83%D0%BB%D1%8F%D1%86%D0%B8%D0%B8_%D0%9C%D0%BD%D0%B5%D0%BD%D0%B8%D0%B5_%D0%BF%D1%80%D0%BE%D0%B3%D1%80%D0%B0%D0%BC%D0%BC%D0%B8%D1%81%D1%82%D0%B0\" title=\"\u041c\u044b \u0436\u0438\u0432\u0435\u043c \u0432 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0439 \u0441\u0438\u043c\u0443\u043b\u044f\u0446\u0438\u0438. \u041c\u043d\u0435\u043d\u0438\u0435 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u0430\">\u041c\u044b \u0436\u0438\u0432\u0435\u043c \u0432 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0439 \u0441\u0438\u043c\u0443\u043b\u044f\u0446\u0438\u0438. \u041c\u043d\u0435\u043d\u0438\u0435 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u0430<\/a><\/li><\/ul><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A0%D0%B0%D0%B7%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D0%BA%D0%B0\"><\/span><strong><mark style=\"background-color:rgba(0, 0, 0, 0);color:#30399f\" class=\"has-inline-color\">\u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430<\/mark><\/strong> <span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9F%D0%BE%D1%87%D0%B5%D0%BC%D1%83_%D0%B2_%D0%B2%D0%B0%D1%88%D0%B5%D0%BC_%D0%BA%D0%BE%D0%B4%D0%B5_%D1%82%D0%B0%D0%BA_%D1%81%D0%BB%D0%BE%D0%B6%D0%BD%D0%BE_%D1%80%D0%B0%D0%B7%D0%BE%D0%B1%D1%80%D0%B0%D1%82%D1%8C%D1%81%D1%8F\"><\/span>\u041f\u043e\u0447\u0435\u043c\u0443 \u0432 \u0432\u0430\u0448\u0435\u043c \u043a\u043e\u0434\u0435 \u0442\u0430\u043a \u0441\u043b\u043e\u0436\u043d\u043e \u0440\u0430\u0437\u043e\u0431\u0440\u0430\u0442\u044c\u0441\u044f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u044c\u0442\u0435, \u0447\u0442\u043e \u0432\u044b \u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442\u0435 \u0437\u0430 \u0441\u043e\u0431\u043e\u0439 \u0445\u043b\u0435\u0431\u043d\u044b\u0435 \u043a\u0440\u043e\u0448\u043a\u0438, \u043a\u043e\u0433\u0434\u0430 \u0438\u0434\u0435\u0442\u0435 \u043f\u043e \u044f\u0440\u043a\u043e \u043e\u0441\u0432\u0435\u0449\u0435\u043d\u043d\u043e\u043c\u0443 \u043b\u0435\u0441\u0443 \u0441\u0432\u043e\u0435\u0433\u043e \u043a\u043e\u0434\u0430. \u041f\u043e\u0432\u0435\u0440\u044c\u0442\u0435 \u043c\u043d\u0435, \u043a\u043e\u0433\u0434\u0430 \u043f\u043e\u0437\u0436\u0435 \u0432\u0430\u043c \u043f\u043e\u043d\u0430\u0434\u043e\u0431\u0438\u0442\u0441\u044f \u043d\u0430\u0439\u0442\u0438 \u0434\u043e\u0440\u043e\u0433\u0443 \u043e\u0431\u0440\u0430\u0442\u043d\u043e, \u044d\u0442\u043e\u0442 \u043b\u0435\u0441 \u043f\u043e\u043a\u0430\u0436\u0435\u0442\u0441\u044f \u0442\u0435\u043c\u043d\u044b\u043c, \u0442\u0443\u043c\u0430\u043d\u043d\u044b\u043c \u0438 \u0437\u043b\u043e\u0432\u0435\u0449\u0438\u043c. \u0417\u0432\u0443\u0447\u0438\u0442 \u043f\u0440\u043e\u0441\u0442\u043e, \u043d\u043e \u043d\u0430 \u0434\u0435\u043b\u0435 \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u044d\u0442\u043e \u043e\u0447\u0435\u043d\u044c \u0441\u043b\u043e\u0436\u043d\u043e.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0420\u0430\u0437\u0431\u0435\u0440\u0435\u043c \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e \u0448\u0435\u0441\u0442\u044c \u043f\u0440\u043e\u0431\u043b\u0435\u043c, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0443\u0445\u0443\u0434\u0448\u0430\u044e\u0442 \u0447\u0438\u0442\u0430\u0435\u043c\u043e\u0441\u0442\u044c \u0438 \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0435\u043c\u043e\u0441\u0442\u044c \u043a\u043e\u0434\u0430.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/721578\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9F%D1%8F%D1%82%D1%8C_%D0%BF%D1%80%D0%BE%D0%B4%D0%B2%D0%B8%D0%BD%D1%83%D1%82%D1%8B%D1%85_%D1%82%D0%B5%D1%85%D0%BD%D0%B8%D0%BA_%D0%B8%D0%BD%D0%B8%D1%86%D0%B8%D0%B0%D0%BB%D0%B8%D0%B7%D0%B0%D1%86%D0%B8%D0%B8_%D0%B2_C_%D0%9E%D1%82_reserve_%D0%B4%D0%BE_piecewise_construct\"><\/span>\u041f\u044f\u0442\u044c \u043f\u0440\u043e\u0434\u0432\u0438\u043d\u0443\u0442\u044b\u0445 \u0442\u0435\u0445\u043d\u0438\u043a \u0438\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0432 C++: \u041e\u0442 reserve() \u0434\u043e piecewise_construct<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041e\u0442 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439 \u0441 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u043c\u0438 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430\u043c\u0438 \u0434\u043e \u043a\u043e\u043d\u0441\u0442\u0430\u043d\u0442 \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u043a\u043e\u043c\u043f\u0438\u043b\u044f\u0446\u0438\u0438 \u2014 C++ \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u043c\u043d\u043e\u0433\u043e \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u044b\u0445 \u0442\u0435\u0445\u043d\u0438\u043a. \u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u0440\u043e\u0434\u0432\u0438\u043d\u0443\u0442\u044b\u0445 \u043c\u0435\u0442\u043e\u0434\u043e\u0432 \u0438\u043d\u0438\u0446\u0438\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438: \u043e\u0442&nbsp;<code>reserve()<\/code>&nbsp;\u0438&nbsp;<code>emplace_back<\/code>&nbsp;\u0434\u043b\u044f \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u043e\u0432, \u0434\u043e&nbsp;<code>piecewise_construct<\/code>&nbsp;\u0438&nbsp;<code>forward_as_tuple<\/code>&nbsp;\u0434\u043b\u044f \u043a\u043e\u0440\u0442\u0435\u0436\u0435\u0439. \u0411\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u044d\u0442\u0438\u043c \u0442\u0435\u0445\u043d\u0438\u043a\u0430\u043c \u043c\u044b \u043c\u043e\u0436\u0435\u043c \u0443\u043c\u0435\u043d\u044c\u0448\u0438\u0442\u044c \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0445 \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432 \u0438 \u0431\u043e\u043b\u0435\u0435 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/757648\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"21_%D1%84%D0%B8%D1%87%D0%B0_%D1%81%D0%BE%D0%B2%D1%80%D0%B5%D0%BC%D0%B5%D0%BD%D0%BD%D0%BE%D0%B3%D0%BE_C\"><\/span>21 \u0444\u0438\u0447\u0430 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0433\u043e C++<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u043e\u043e\u0431\u0449\u0435\u0441\u0442\u0432\u043e C++ \u0434\u043e\u043f\u043e\u043b\u043d\u044f\u0435\u0442 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442 \u0447\u0430\u0449\u0435, \u0447\u0435\u043c Apple \u0432\u044b\u043f\u0443\u0441\u043a\u0430\u0435\u0442 \u043d\u043e\u0432\u044b\u0435 iPhone. \u0411\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u044d\u0442\u043e\u043c\u0443 C++ \u0442\u0435\u043f\u0435\u0440\u044c \u0431\u043e\u043b\u044c\u0448\u0435 \u043f\u043e\u0445\u043e\u0436 \u043d\u0430 \u0431\u043e\u043b\u044c\u0448\u043e\u0433\u043e \u0441\u043b\u043e\u043d\u0430, \u0430 \u0441\u044a\u0435\u0441\u0442\u044c \u0446\u0435\u043b\u043e\u0433\u043e \u0441\u043b\u043e\u043d\u0430 \u0437\u0430 \u043e\u0434\u0438\u043d \u043f\u0440\u0438\u0441\u0435\u0441\u0442 \u043d\u0435\u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e. \u0412\u043e\u0442 \u043f\u043e\u0447\u0435\u043c\u0443 \u044f \u0440\u0435\u0448\u0438\u043b \u043d\u0430\u043f\u0438\u0441\u0430\u0442\u044c \u044d\u0442\u0443 \u0441\u0442\u0430\u0442\u044c\u044e, \u0447\u0442\u043e\u0431\u044b \u0434\u0430\u0442\u044c \u0432\u0430\u0448\u0435\u043c\u0443 \u043f\u0443\u0442\u0435\u0448\u0435\u0441\u0442\u0432\u0438\u044e \u043f\u043e \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u043c\u0443 C++ \u0441\u0432\u043e\u0435\u0433\u043e \u0440\u043e\u0434\u0430 \u043e\u0442\u043f\u0440\u0430\u0432\u043d\u0443\u044e \u0442\u043e\u0447\u043a\u0443. \u042f \u043e\u0442\u043e\u0431\u0440\u0430\u043b \u0440\u044f\u0434 \u0444\u0438\u0447 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0433\u043e C++ \u0438 \u043f\u043e\u0441\u0442\u0430\u0440\u0430\u043b\u0441\u044f \u043e\u0431\u044a\u044f\u0441\u043d\u0438\u0442\u044c \u0438\u0445 \u043d\u0430 \u043b\u0430\u043a\u043e\u043d\u0438\u0447\u043d\u044b\u0445 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u0445, \u0447\u0442\u043e\u0431\u044b \u0432\u044b \u043d\u0430\u0443\u0447\u0438\u043b\u0438\u0441\u044c \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u044f\u0442\u044c \u043c\u0435\u0441\u0442\u0430, \u0433\u0434\u0435 \u0438\u0445 \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/741428\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9C%D0%BE%D0%B4%D1%83%D0%BB%D0%B8_C20_%D0%B8_GCC11\"><\/span>\u041c\u043e\u0434\u0443\u043b\u0438 C++20 \u0438 GCC11<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041e\u0434\u043d\u0438\u043c \u0438\u0437 \u0433\u043b\u0430\u0432\u043d\u044b\u0445 \u043d\u043e\u0432\u043e\u0432\u0432\u0435\u0434\u0435\u043d\u0438\u0439 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u0430 C++20 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0434\u043e\u0431\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043c\u043e\u0434\u0443\u043b\u0435\u0439. \u041c\u043e\u0434\u0443\u043b\u0438 \u043f\u0440\u0438\u0437\u0432\u0430\u043d\u044b \u0440\u0430\u0434\u0438\u043a\u0430\u043b\u044c\u043d\u043e \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 \u043a\u043e\u0434\u043e\u0432\u044b\u0445 \u0431\u0430\u0437 C++ \u0438, \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e, \u0441\u0438\u0433\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u0443\u044e\u0442 \u043e \u0433\u0440\u044f\u0434\u0443\u0449\u0435\u0439 \u043a\u043e\u043d\u0447\u0438\u043d\u0435 \u0437\u0430\u0433\u043e\u043b\u043e\u0432\u043a\u043e\u0432 (\u043d\u043e, \u0441\u043a\u043e\u0440\u0435\u0435 \u0432\u0441\u0435\u0433\u043e, \u043d\u0435 \u043d\u0430 \u043c\u043e\u0435\u043c \u0432\u0435\u043a\u0443). \u041e\u043d\u0438 \u0442\u0430\u043a\u0436\u0435 \u043f\u043e\u0442\u0435\u043d\u0446\u0438\u0430\u043b\u044c\u043d\u043e \u043e\u0442\u043a\u0440\u044b\u0432\u0430\u044e\u0442 \u0434\u043e\u0440\u043e\u0433\u0443 \u0434\u043b\u044f \u0432\u043d\u0435\u0434\u0440\u0435\u043d\u0438\u044f \u0443\u043d\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0441\u0431\u043e\u0440\u043a\u0438 \u0438 \u043c\u0435\u043d\u0435\u0434\u0436\u0435\u0440\u0430 \u043f\u0430\u043a\u0435\u0442\u043e\u0432, \u043d\u0430\u043f\u043e\u0434\u043e\u0431\u0438\u0435 Rust Cargo; \u0445\u043e\u0442\u044f \u044f \u043d\u0435 \u0441\u043e\u043c\u043d\u0435\u0432\u0430\u044e\u0441\u044c, \u0447\u0442\u043e \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u0443\u043d\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0441\u0431\u043e\u0440\u043a\u0438 \u0431\u0443\u0434\u0435\u0442 \u0442\u0435\u043c \u0435\u0449\u0435 \u043a\u0440\u043e\u0432\u0430\u0432\u044b\u043c \u043f\u043e\u0431\u043e\u0438\u0449\u0435\u043c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/742818\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9C%D0%B0%D0%BB%D0%BE%D0%B8%D0%B7%D0%B2%D0%B5%D1%81%D1%82%D0%BD%D1%8B%D0%B5_%D0%B2%D0%BE%D0%B7%D0%BC%D0%BE%D0%B6%D0%BD%D0%BE%D1%81%D1%82%D0%B8_%D1%8F%D0%B7%D1%8B%D0%BA%D0%B0_C\"><\/span>\u041c\u0430\u043b\u043e\u0438\u0437\u0432\u0435\u0441\u0442\u043d\u044b\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u044f\u0437\u044b\u043a\u0430&nbsp;C<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0418 \u044f\u0437\u044b\u043a C, \u0438 \u0435\u0433\u043e \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u0430\u044f \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0430 \u0434\u043e\u0432\u043e\u043b\u044c\u043d\u043e \u0431\u043b\u0438\u0437\u043a\u0438 \u043a \u043a \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u043e \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u043c\u0443 \u0440\u0430\u0437\u043c\u0435\u0440\u0443. \u0422\u0435\u043a\u0443\u0449\u0430\u044f \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0447\u0430\u0441\u0442\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c\u0430\u044f \u0432\u0435\u0440\u0441\u0438\u044f \u044f\u0437\u044b\u043a\u0430, c99, \u043f\u0440\u0438\u043d\u0435\u0441\u043b\u0430 \u043c\u043d\u043e\u0433\u043e \u043d\u043e\u0432\u044b\u0445 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0435\u0439, \u043c\u043d\u043e\u0433\u0438\u0435 \u0438\u0437 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0441\u043e\u0432\u0435\u0440\u0448\u0435\u043d\u043d\u043e \u043d\u0435\u0438\u0437\u0432\u0435\u0441\u0442\u043d\u044b \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u0443 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u043e\u0432 \u043d\u0430 C (\u0432 \u0431\u043e\u043b\u0435\u0435 \u0441\u0442\u0430\u0440\u044b\u0445 \u0441\u043f\u0435\u0446\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f\u0445, \u043e\u0447\u0435\u0432\u0438\u0434\u043d\u043e, \u0442\u043e\u0436\u0435 \u0435\u0441\u0442\u044c \u0441\u0432\u043e\u0438 \u0442\u0435\u043c\u043d\u044b\u0435 \u0443\u0433\u043e\u043b\u043a\u0438).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/744542\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Go_120_%D0%B8_%D0%B0%D1%80%D0%B5%D0%BD%D0%B0_%D0%BF%D0%B0%D0%BC%D1%8F%D1%82%D0%B8\"><\/span>Go 1.20 \u0438 \u0430\u0440\u0435\u043d\u0430 \u043f\u0430\u043c\u044f\u0442\u0438<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041e\u0434\u043d\u043e\u0439 \u0438\u0437 \u0440\u0435\u0432\u043e\u043b\u044e\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0435\u0439 Go \u0432 \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0438 \u0441 \u0434\u0440\u0443\u0433\u0438\u043c\u0438 \u043a\u043e\u043c\u043f\u0438\u043b\u0438\u0440\u0443\u0435\u043c\u044b\u043c\u0438 \u044f\u0437\u044b\u043a\u0430\u043c\u0438 \u0441\u0442\u0430\u043b\u0430 \u0441\u0431\u043e\u0440\u043a\u0430 \u043c\u0443\u0441\u043e\u0440\u0430. \u0412 \u0442\u043e \u0436\u0435 \u0432\u0440\u0435\u043c\u044f \u043e\u043d\u0430 \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0438\u0432\u0435\u0441\u0442\u0438 \u043a \u043f\u043e\u0442\u0435\u0440\u0435 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u043f\u0440\u0438 \u043f\u0435\u0440\u0435\u0434\u0430\u0447\u0435 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044f \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0443 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u043f\u0430\u043c\u044f\u0442\u044c\u044e, \u043d\u043e \u0430\u043b\u044c\u0442\u0435\u0440\u043d\u0430\u0442\u0438\u0432\u043d\u043e\u0433\u043e \u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c\u0430 \u0432 Go \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u043e \u043d\u0435 \u0431\u044b\u043b\u043e. \u041d\u0430\u0447\u0438\u043d\u0430\u044f \u0441 Go 1.20 \u043f\u043e\u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u043a\u0430 \u044d\u043a\u0441\u043f\u0435\u0440\u0438\u043c\u0435\u043d\u0442\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0434\u043b\u044f \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u043f\u0430\u043c\u044f\u0442\u044c\u044e, \u043a\u043e\u0442\u043e\u0440\u043e\u0435 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0441\u043e\u0432\u043c\u0435\u0441\u0442\u0438\u0442\u044c \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0435 \u0432\u044b\u0434\u0435\u043b\u0435\u043d\u0438\u0435 \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u043e\u0439 \u043f\u0430\u043c\u044f\u0442\u0438 \u0438 \u0443\u043c\u0435\u043d\u044c\u0448\u0438\u0442\u044c \u0432\u043b\u0438\u044f\u043d\u0438\u0435 \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0432 \u0441\u043a\u043e\u043c\u043f\u0438\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u043a\u043e\u0434 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u043f\u0430\u043c\u044f\u0442\u044c\u044e \u043d\u0430 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f. \u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u0430\u0441\u043f\u0435\u043a\u0442\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f Memory Arena \u0432 Go 1.20.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/710124\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\"><strong>\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/strong><\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"5_%D0%BF%D0%BE%D0%BB%D0%B5%D0%B7%D0%BD%D1%8B%D1%85_%D0%BF%D0%B0%D1%82%D1%82%D0%B5%D1%80%D0%BD%D0%BE%D0%B2_%D0%BF%D0%B0%D1%80%D0%B0%D0%BB%D0%BB%D0%B5%D0%BB%D1%8C%D0%BD%D0%BE%D0%B3%D0%BE_%D0%BF%D1%80%D0%BE%D0%B3%D1%80%D0%B0%D0%BC%D0%BC%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F_%D0%B2_G%D0%BE\"><\/span>5 \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0445 \u043f\u0430\u0442\u0442\u0435\u0440\u043d\u043e\u0432 \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0432 G\u043e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0418\u0434\u0435\u044f, \u043b\u0435\u0436\u0430\u0449\u0430\u044f \u0432 \u043e\u0441\u043d\u043e\u0432\u0435 \u043f\u0430\u0440\u0430\u043b\u043b\u0435\u043b\u0438\u0437\u043c\u0430, \u0437\u0430\u043a\u043b\u044e\u0447\u0430\u0435\u0442\u0441\u044f \u0432 \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u0435 \u043d\u0430\u0434 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u043c\u0438 \u0440\u0430\u0437\u043d\u044b\u043c\u0438 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430\u043c\u0438, \u0447\u0442\u043e \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u0438\u0437\u0431\u0435\u0436\u0430\u0442\u044c \u0437\u0430\u0441\u0442\u0440\u0435\u0432\u0430\u043d\u0438\u044f \u0432 \u0437\u0430\u0434\u0430\u0447\u0430\u0445, \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0437\u0430\u043d\u0438\u043c\u0430\u0435\u0442 \u043c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438. \u0421\u0440\u0435\u0434\u0438 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 G\u043e \u0434\u043b\u044f \u0432\u043e\u043f\u043b\u043e\u0449\u0435\u043d\u0438\u044f \u044d\u0442\u043e\u0433\u043e \u043f\u043e\u0434\u0445\u043e\u0434\u0430 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f, \u043c\u043e\u0436\u043d\u043e \u0432\u044b\u0434\u0435\u043b\u0438\u0442\u044c \u0433\u043e\u0440\u0443\u0442\u0438\u043d\u044b \u0438 \u043a\u0430\u043d\u0430\u043b\u044b, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0434\u0430\u044e\u0442 \u043d\u0430\u043c \u043f\u0440\u043e\u0441\u0442\u043e\u0439 \u0441\u043f\u043e\u0441\u043e\u0431 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f \u043d\u0435\u0437\u0430\u0432\u0438\u0441\u0438\u043c\u044b\u0445 \u0437\u0430\u0434\u0430\u0447 \u0438 \u043e\u0431\u0449\u0435\u043d\u0438\u044f \u043c\u0435\u0436\u0434\u0443 \u043d\u0438\u043c\u0438.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/722880\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A0%D0%B0%D0%B7%D0%B1%D0%B8%D1%80%D0%B0%D0%B5%D0%BC_%D1%88%D0%B0%D0%B1%D0%BB%D0%BE%D0%BD%D1%8B_%D0%BF%D1%80%D0%BE%D0%B5%D0%BA%D1%82%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F\"><\/span>\u0420\u0430\u0437\u0431\u0438\u0440\u0430\u0435\u043c \u0448\u0430\u0431\u043b\u043e\u043d\u044b \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0428\u0430\u0431\u043b\u043e\u043d\u044b \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u0440\u0438\u0434\u0443\u043c\u0430\u043b\u0438 \u0434\u043b\u044f \u0443\u0441\u043a\u043e\u0440\u0435\u043d\u0438\u044f \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u043f\u043e\u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u0439 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439. \u041f\u043e \u0441\u0443\u0442\u0438, \u0448\u0430\u0431\u043b\u043e\u043d\u044b \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u2014 \u044d\u0442\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u0435\u043d\u043d\u044b\u0435 \u0438 \u0433\u043e\u0442\u043e\u0432\u044b\u0435 \u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044e \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0440\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u043e \u0432\u043e\u0437\u043d\u0438\u043a\u0430\u044e\u0449\u0438\u0445 \u0432 \u043f\u043e\u0432\u0441\u0435\u0434\u043d\u0435\u0432\u043d\u043e\u043c \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 \u0437\u0430\u0434\u0430\u0447. \u0422\u043e \u0435\u0441\u0442\u044c, \u044d\u0442\u043e \u043f\u043e\u0432\u0442\u043e\u0440\u044f\u0435\u043c\u0430\u044f \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u0430\u044f \u043a\u043e\u043d\u0441\u0442\u0440\u0443\u043a\u0446\u0438\u044f, \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0449\u0430\u044f \u0441\u043e\u0431\u043e\u0439 \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0432 \u0440\u0430\u043c\u043a\u0430\u0445 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u043e\u0433\u043e \u0447\u0430\u0441\u0442\u043e \u0432\u043e\u0437\u043d\u0438\u043a\u0430\u044e\u0449\u0435\u0433\u043e \u043a\u043e\u043d\u0442\u0435\u043a\u0441\u0442\u0430.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/713728\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A1%D0%BA%D1%83%D1%87%D0%BD%D1%8B%D0%B9_Python_%D0%BF%D0%BE%D0%B2%D1%8B%D1%88%D0%B0%D0%B5%D0%BC_%D0%BA%D0%B0%D1%87%D0%B5%D1%81%D1%82%D0%B2%D0%BE_%D0%BA%D0%BE%D0%B4%D0%B0\"><\/span>\u0421\u043a\u0443\u0447\u043d\u044b\u0439 Python: \u043f\u043e\u0432\u044b\u0448\u0430\u0435\u043c \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u043e \u043a\u043e\u0434\u0430<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u042f \u043d\u0435 \u0441\u0442\u0430\u0432\u0438\u043b \u0446\u0435\u043b\u044c\u044e \u043f\u0435\u0440\u0435\u0447\u0438\u0441\u043b\u0438\u0442\u044c \u0432 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u0432\u0441\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u2014 \u0438\u0445 \u0441\u043b\u0438\u0448\u043a\u043e\u043c \u043c\u043d\u043e\u0433\u043e. \u0412\u043c\u0435\u0441\u0442\u043e \u044d\u0442\u043e\u0433\u043e \u044f \u0440\u0430\u0441\u0441\u043a\u0430\u0436\u0443 \u043e \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u044f \u043b\u0438\u0447\u043d\u043e \u043c\u043e\u0433\u0443 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u043e\u0432\u0430\u0442\u044c, \u0432\u043c\u0435\u0441\u0442\u0435 \u0441 \u043e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u044f\u043c\u0438, \u043f\u043e\u0447\u0435\u043c\u0443 \u044f \u0438\u0445 \u0441\u043e\u0432\u0435\u0442\u0443\u044e. \u0415\u0441\u043b\u0438 \u043e\u043d\u0438 \u0432\u0430\u043c \u043d\u0435 \u043f\u043e\u043d\u0440\u0430\u0432\u044f\u0442\u0441\u044f, \u0435\u0441\u0442\u044c \u0434\u0440\u0443\u0433\u0438\u0435 \u0441\u043f\u043e\u0441\u043e\u0431\u044b \u0434\u043e\u0441\u0442\u0438\u0436\u0435\u043d\u0438\u044f \u0446\u0435\u043b\u0435\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u044f \u0438\u0437\u043b\u043e\u0436\u0438\u043b \u0437\u0434\u0435\u0441\u044c, \u0438\u0445 \u043c\u043e\u0436\u043d\u043e \u0438\u0437\u0443\u0447\u0438\u0442\u044c \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/713992\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9E%D0%B1%D1%8A%D0%B5%D0%BA%D1%82_%D0%BC%D0%BD%D0%BE%D0%B3%D0%BE%D1%82%D0%BE%D1%87%D0%B8%D0%B5_%D0%B2_Python\"><\/span>\u041e\u0431\u044a\u0435\u043a\u0442 \u043c\u043d\u043e\u0433\u043e\u0442\u043e\u0447\u0438\u0435 \u0432 Python<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u0435\u0435 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043e\u0431\u044a\u0435\u043a\u0442 \u043c\u043d\u043e\u0433\u043e\u0442\u043e\u0447\u0438\u044f, \u0433\u0434\u0435 \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0435\u0433\u043e \u0432 \u043f\u043e\u0432\u0441\u0435\u0434\u043d\u0435\u0432\u043d\u043e\u0439 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0435 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u0430, \u0438 \u043a\u0430\u043a\u0438\u0435 \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u044b\u0435 \u043f\u0430\u043a\u0435\u0442\u044b Python \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 \u0435\u0433\u043e.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/716174\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A4%D1%83%D0%BD%D0%BA%D1%86%D0%B8%D0%B8_Python_%E2%80%94_%D1%8D%D1%82%D0%BE_%D0%BE%D0%B1%D1%8A%D0%B5%D0%BA%D1%82%D1%8B_%D0%BF%D0%B5%D1%80%D0%B2%D0%BE%D0%B3%D0%BE_%D0%BA%D0%BB%D0%B0%D1%81%D1%81%D0%B0\"><\/span>\u0424\u0443\u043d\u043a\u0446\u0438\u0438 Python \u2014 \u044d\u0442\u043e \u043e\u0431\u044a\u0435\u043a\u0442\u044b \u043f\u0435\u0440\u0432\u043e\u0433\u043e \u043a\u043b\u0430\u0441\u0441\u0430<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0418\u0445 \u043c\u043e\u0436\u043d\u043e \u043f\u0440\u0438\u0441\u0432\u0430\u0438\u0432\u0430\u0442\u044c \u043f\u0435\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u043c, \u0445\u0440\u0430\u043d\u0438\u0442\u044c \u0432 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430\u0445 \u0434\u0430\u043d\u043d\u044b\u0445, \u043f\u0435\u0440\u0435\u0434\u0430\u0432\u0430\u0442\u044c \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0430\u0440\u0433\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0434\u0440\u0443\u0433\u0438\u043c \u0444\u0443\u043d\u043a\u0446\u0438\u044f\u043c \u0438 \u0434\u0430\u0436\u0435 \u0432\u043e\u0437\u0432\u0440\u0430\u0449\u0430\u0442\u044c \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0439 \u0438\u0437 \u0434\u0440\u0443\u0433\u0438\u0445 \u0444\u0443\u043d\u043a\u0446\u0438\u0439. \u0418\u043d\u0442\u0443\u0438\u0442\u0438\u0432\u043d\u043e\u0435 \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u044d\u0442\u0438\u0445 \u043f\u043e\u043d\u044f\u0442\u0438\u0439 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043e\u0431\u043b\u0435\u0433\u0447\u0438\u0442 \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0442\u0430\u043a\u0438\u0445 \u043f\u0440\u043e\u0434\u0432\u0438\u043d\u0443\u0442\u044b\u0445 \u0444\u0443\u043d\u043a\u0446\u0438\u0439 Python, \u043a\u0430\u043a \u043b\u044f\u043c\u0431\u0434\u044b&nbsp;\u0438 \u0434\u0435\u043a\u043e\u0440\u0430\u0442\u043e\u0440\u044b. \u0410 \u0442\u0430\u043a\u0436\u0435 \u043f\u043e\u043c\u043e\u0436\u0435\u0442 \u0432\u0430\u043c \u043f\u0440\u043e\u0434\u0432\u0438\u043d\u0443\u0442\u044c\u0441\u044f \u043d\u0430 \u043f\u0443\u0442\u0438 \u043a \u0442\u0435\u0445\u043d\u0438\u043a\u0430\u043c \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f. \u0412 \u044d\u0442\u043e\u043c \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0435 \u044f \u043f\u0440\u0438\u0432\u0435\u0434\u0443 \u0440\u044f\u0434 \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u0432, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u043e\u043c\u043e\u0433\u0443\u0442 \u0440\u0430\u0437\u0432\u0438\u0442\u044c \u044d\u0442\u043e \u0438\u043d\u0442\u0443\u0438\u0442\u0438\u0432\u043d\u043e\u0435 \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/725374\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%94%D0%B5%D0%BA%D0%BE%D1%80%D0%B0%D1%82%D0%BE%D1%80%D1%8B_Python_%D0%BF%D0%BE%D1%88%D0%B0%D0%B3%D0%BE%D0%B2%D0%BE%D0%B5_%D1%80%D1%83%D0%BA%D0%BE%D0%B2%D0%BE%D0%B4%D1%81%D1%82%D0%B2%D0%BE\"><\/span>\u0414\u0435\u043a\u043e\u0440\u0430\u0442\u043e\u0440\u044b Python: \u043f\u043e\u0448\u0430\u0433\u043e\u0432\u043e\u0435 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u0434\u0435\u043a\u043e\u0440\u0430\u0442\u043e\u0440\u043e\u0432 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0432\u0430\u0436\u043d\u043e\u0439 \u0432\u0435\u0445\u043e\u0439 \u0434\u043b\u044f \u043b\u044e\u0431\u043e\u0433\u043e \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u0430 Python. \u042d\u0442\u0430 \u0441\u0442\u0430\u0442\u044c\u044f \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0441\u043e\u0431\u043e\u0439 \u043f\u043e\u0448\u0430\u0433\u043e\u0432\u043e\u0435 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e \u043e \u0442\u043e\u043c, \u043a\u0430\u043a \u0434\u0435\u043a\u043e\u0440\u0430\u0442\u043e\u0440\u044b \u043c\u043e\u0433\u0443\u0442 \u043f\u043e\u043c\u043e\u0447\u044c \u0432\u0430\u043c \u0441\u0442\u0430\u0442\u044c \u0431\u043e\u043b\u0435\u0435 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u043c \u0438 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0438\u0432\u043d\u044b\u043c \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u043c \u043d\u0430 Python.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/727590\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A0%D0%B0%D0%B7%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D0%BA%D0%B0_real-time_%D0%BF%D1%80%D0%B8%D0%BB%D0%BE%D0%B6%D0%B5%D0%BD%D0%B8%D0%B9_%D1%81_Python_%D0%B8_WebSocket\"><\/span>\u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 real-time \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u0441 Python \u0438 WebSocket<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Real-time \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f, \u043a\u0430\u043a \u0441\u043b\u0435\u0434\u0443\u0435\u0442 \u0438\u0437 \u043d\u0430\u0437\u0432\u0430\u043d\u0438\u044f, \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0442 \u043c\u0433\u043d\u043e\u0432\u0435\u043d\u043d\u044b\u0439 \u043e\u0431\u043c\u0435\u043d \u0434\u0430\u043d\u043d\u044b\u0445 \u0438 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u0438 \u043c\u0435\u0436\u0434\u0443 \u0441\u0435\u0440\u0432\u0435\u0440\u043e\u043c \u0438 \u043a\u043b\u0438\u0435\u043d\u0442\u043e\u043c. \u041e\u043d\u0438 \u0432\u0441\u0442\u0440\u0435\u0447\u0430\u044e\u0442\u0441\u044f \u043f\u043e\u0432\u0441\u0435\u043c\u0435\u0441\u0442\u043d\u043e \u0432 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0441\u0444\u0435\u0440\u0430\u0445, \u043d\u0430\u0447\u0438\u043d\u0430\u044f \u043e\u0442 \u0441\u043e\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439 \u0438 \u043c\u0435\u0441\u0441\u0435\u043d\u0434\u0436\u0435\u0440\u043e\u0432, \u0438 \u0437\u0430\u043a\u0430\u043d\u0447\u0438\u0432\u0430\u044f \u0444\u0438\u043d\u0430\u043d\u0441\u043e\u0432\u044b\u043c\u0438 \u0442\u043e\u0440\u0433\u043e\u0432\u044b\u043c\u0438 \u043f\u043b\u0430\u0442\u0444\u043e\u0440\u043c\u0430\u043c\u0438, \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u043e\u043c \u0441\u0438\u0441\u0442\u0435\u043c, \u043e\u043d\u043b\u0430\u0439\u043d-\u0438\u0433\u0440\u0430\u043c\u0438 \u0438 \u043c\u043d\u043e\u0433\u0438\u043c\u0438 \u0434\u0440\u0443\u0433\u0438\u043c\u0438 \u043e\u0431\u043b\u0430\u0441\u0442\u044f\u043c\u0438. \u041f\u043e\u0434\u043e\u0431\u043d\u044b\u0435 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u044e\u0442 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u0438\u0439 \u043e\u043f\u044b\u0442, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0447\u0440\u0435\u0437\u0432\u044b\u0447\u0430\u0439\u043d\u043e \u0431\u043b\u0438\u0437\u043e\u043a \u043a \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c\u0443 \u0432\u0440\u0435\u043c\u0435\u043d\u0438.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/770256\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A7%D1%82%D0%BE%D0%B1%D1%8B_%D1%83%D1%81%D0%BA%D0%BE%D1%80%D0%B8%D1%82%D1%8C_%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D1%83_Numba_%D0%B8_%D0%BA%D0%BE%D0%B4%D0%B0_NumPy_%D0%BD%D1%83%D0%B6%D0%BD%D0%BE_%D0%BF%D0%BE%D0%BD%D1%8F%D1%82%D1%8C_%D0%BA%D0%B0%D0%BA_%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D0%B0%D1%8E%D1%82_%D0%BF%D1%80%D0%BE%D1%86%D0%B5%D1%81%D1%81%D0%BE%D1%80%D1%8B\"><\/span>\u0427\u0442\u043e\u0431\u044b \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u044c \u0440\u0430\u0431\u043e\u0442\u0443 Numba \u0438 \u043a\u043e\u0434\u0430 NumPy, \u043d\u0443\u0436\u043d\u043e \u043f\u043e\u043d\u044f\u0442\u044c, \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0440\u044b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043f\u0440\u043e\u0441\u0442\u0443\u044e \u0437\u0430\u0434\u0430\u0447\u0443 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0438\u0437\u043e\u0431\u0440\u0430\u0436\u0435\u043d\u0438\u0439.<\/li>\n\n\n\n<li>\u041f\u043e\u043f\u044b\u0442\u0430\u0435\u043c\u0441\u044f (\u043f\u043e\u043d\u0430\u0447\u0430\u043b\u0443 \u0431\u0435\u0437\u0443\u0441\u043f\u0435\u0448\u043d\u043e) \u0443\u0441\u043a\u043e\u0440\u0438\u0442\u044c \u0435\u0435 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Numba.<\/li>\n\n\n\n<li>\u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c, \u043f\u043e\u0447\u0435\u043c\u0443 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0435 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0440\u044b \u0442\u0430\u043a\u0438\u0435 \u0431\u044b\u0441\u0442\u0440\u044b\u0435, \u0438 \u043a\u0430\u043a\u043e\u0432\u044b \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u043a\u043e\u043c\u043f\u0438\u043b\u044f\u0442\u043e\u0440\u043e\u0432.<\/li>\n\n\n\n<li>\u041e\u043f\u0438\u0440\u0430\u044f\u0441\u044c \u043d\u0430 \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u043d\u044b\u0435 \u0437\u043d\u0430\u043d\u0438\u044f, \u043c\u044b \u0441\u043a\u043e\u0440\u0440\u0435\u043a\u0442\u0438\u0440\u0443\u0435\u043c \u043d\u0430\u0448 \u043a\u043e\u0434 \u0442\u0430\u043a, \u0447\u0442\u043e\u0431\u044b \u043e\u043d \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u043b\u0441\u044f<strong>&nbsp;<\/strong>\u0432 25 \u0440\u0430\u0437 \u0431\u044b\u0441\u0442\u0440\u0435\u0435&nbsp;\u043f\u043e \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044e \u0441 \u043f\u0435\u0440\u0432\u043e\u043d\u0430\u0447\u0430\u043b\u044c\u043d\u043e\u0439 \u0432\u0435\u0440\u0441\u0438\u0435\u0439.<\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/756930\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A1%D0%BE%D0%B2%D1%80%D0%B5%D0%BC%D0%B5%D0%BD%D0%BD%D1%8B%D0%B9_%D1%81%D0%BF%D0%BE%D1%81%D0%BE%D0%B1_%D0%B3%D0%BB%D1%83%D0%B1%D0%BE%D0%BA%D0%BE%D0%B3%D0%BE_%D0%BA%D0%BB%D0%BE%D0%BD%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F_%D0%BE%D0%B1%D1%8A%D0%B5%D0%BA%D1%82%D0%BE%D0%B2_%D0%B2_JavaScript\"><\/span>\u0421\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u044b\u0439 \u0441\u043f\u043e\u0441\u043e\u0431 \u0433\u043b\u0443\u0431\u043e\u043a\u043e\u0433\u043e \u043a\u043b\u043e\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432 \u0432 JavaScript<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412\u044b \u0437\u043d\u0430\u043b\u0438, \u0447\u0442\u043e \u0442\u0435\u043f\u0435\u0440\u044c \u0432 JavaScript \u0435\u0441\u0442\u044c \u043d\u0430\u0442\u0438\u0432\u043d\u044b\u0439 \u0441\u043f\u043e\u0441\u043e\u0431 \u0434\u0435\u043b\u0430\u0442\u044c \u0433\u043b\u0443\u0431\u043e\u043a\u0438\u0435 \u043a\u043e\u043f\u0438\u0438 \u043e\u0431\u044a\u0435\u043a\u0442\u043e\u0432? \u042d\u0442\u043e \u0441\u0442\u0430\u043b\u043e \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u044b\u043c \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0444\u0443\u043d\u043a\u0446\u0438\u0438&nbsp;<code>structuredClone<\/code>, \u0432\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u043e\u0439 \u0432 \u0441\u0440\u0435\u0434\u0443 \u0432\u044b\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u044f JavaScript.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/719460\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9A%D0%B0%D1%81%D1%82%D0%BE%D0%BC%D0%BD%D1%8B%D0%B5_%D1%85%D1%83%D0%BA%D0%B8_%D0%B2_React\"><\/span>\u041a\u0430\u0441\u0442\u043e\u043c\u043d\u044b\u0435 \u0445\u0443\u043a\u0438 \u0432 React<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041a\u043e\u0433\u0434\u0430 \u044f \u0438\u0441\u043a\u0430\u043b \u0441\u0432\u043e\u044e \u043f\u0435\u0440\u0432\u0443\u044e \u0440\u0430\u0431\u043e\u0442\u0443 \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 Frontend-\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0430, \u043c\u0435\u043d\u044f \u0447\u0430\u0441\u0442\u043e \u0441\u043f\u0440\u0430\u0448\u0438\u0432\u0430\u043b\u0438, \u0443\u043c\u0435\u044e \u043b\u0438 \u044f \u043f\u0438\u0441\u0430\u0442\u044c \u043a\u0430\u0441\u0442\u043e\u043c\u043d\u044b\u0435 \u0445\u0443\u043a\u0438 \u0432 React. \u0422\u043e\u0433\u0434\u0430 \u044f \u0442\u043e\u043b\u044c\u043a\u043e \u043d\u0430\u0447\u0438\u043d\u0430\u043b \u0438\u0437\u0443\u0447\u0430\u0442\u044c React \u0438 \u0442\u043e\u043b\u044c\u043a\u043e-\u0442\u043e\u043b\u044c\u043a\u043e \u0437\u0430\u043f\u043e\u043c\u043d\u0438\u043b \u043e\u0441\u043d\u043e\u0432\u044b, \u0442\u0430\u043a\u0438\u0435 \u043a\u0430\u043a&nbsp;<code>useState<\/code><em>&nbsp;\u0438&nbsp;<\/em><code>useEffect<\/code>. \u0421\u043b\u043e\u0432\u043e \u00ab\u043a\u0430\u0441\u0442\u043e\u043c\u043d\u044b\u0439 \u0445\u0443\u043a\u00bb \u0434\u043b\u044f \u043c\u0435\u043d\u044f \u0431\u044b\u043b\u043e \u043d\u043e\u0432\u044b\u043c \u0438 \u0441\u043b\u043e\u0436\u043d\u044b\u043c. \u041d\u043e \u0442\u0435\u043f\u0435\u0440\u044c, \u043a\u043e\u0433\u0434\u0430 \u044f \u0443\u0436\u0435 \u0431\u043e\u043b\u0435\u0435 \u043e\u043f\u044b\u0442\u043d\u044b\u0439 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a, \u0437\u043d\u0430\u044e, \u0447\u0442\u043e \u044d\u0442\u043e \u0437\u043d\u0430\u0447\u0438\u0442 \u0438 \u043a\u0430\u043a \u0438\u0445 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u044f \u0440\u0430\u0441\u0441\u043a\u0430\u0436\u0443 \u043e \u043b\u0443\u0447\u0448\u0438\u0445 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0430\u0445 \u043f\u0440\u0438 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0438 \u043a\u0430\u0441\u0442\u043e\u043c\u043d\u044b\u0445 \u0445\u0443\u043a\u043e\u0432 \u0438 \u043f\u0440\u0438\u0432\u0435\u0434\u0443 \u043f\u0440\u0438\u043c\u0435\u0440 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u043a\u0430\u0441\u0442\u043e\u043c\u043d\u043e\u0433\u043e \u0445\u0443\u043a\u0430 \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441 API. <\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/729596\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%AF_%D0%BF%D1%80%D0%BE%D0%B1%D0%BE%D0%B2%D0%B0%D0%BB_GitHub_Copilot_%D0%B8_%D1%8F_%D0%B2_%D0%B2%D0%BE%D1%81%D1%82%D0%BE%D1%80%D0%B3%D0%B5\"><\/span>\u042f \u043f\u0440\u043e\u0431\u043e\u0432\u0430\u043b GitHub Copilot, \u0438 \u044f \u0432 \u0432\u043e\u0441\u0442\u043e\u0440\u0433\u0435<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">GitHub Copilot \u043f\u043e\u0437\u0438\u0446\u0438\u043e\u043d\u0438\u0440\u0443\u0435\u0442 \u0441\u0435\u0431\u044f \u043a\u0430\u043a \u00ab\u0432\u0430\u0448 \u043f\u043e\u043c\u043e\u0449\u043d\u0438\u043a \u043f\u043e \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u044e \u043a\u043e\u0434\u0430 \u043d\u0430 \u0431\u0430\u0437\u0435 \u0418\u0418\u00bb. Copilot \u0432\u044b\u0432\u043e\u0434\u0438\u0442 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0435 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u043d\u0430 \u0441\u043e\u0432\u0435\u0440\u0448\u0435\u043d\u043d\u043e \u043d\u043e\u0432\u044b\u0439 \u0443\u0440\u043e\u0432\u0435\u043d\u044c \u2014 \u043e\u043d \u0438\u043d\u0442\u0435\u0433\u0440\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u0441 IDE \u043f\u043e \u0432\u0430\u0448\u0435\u043c\u0443 \u0432\u044b\u0431\u043e\u0440\u0443 \u0438 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0432 \u0432\u0430\u0448\u0435 \u0440\u0430\u0441\u043f\u043e\u0440\u044f\u0436\u0435\u043d\u0438\u0435 \u043c\u043e\u0449\u043d\u0443\u044e \u0441\u0438\u0441\u0442\u0435\u043c\u0443 AI-driven \u043a\u043e\u0434\u0430, \u043e\u0431\u0443\u0447\u0435\u043d\u043d\u0443\u044e \u043d\u0430 \u043c\u0438\u043b\u043b\u0438\u0430\u0440\u0434\u0430\u0445 \u0441\u0442\u0440\u043e\u043a \u043e\u043f\u0435\u043d\u0441\u043e\u0440\u0441\u043d\u044b\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432 \u043d\u0430 GitHub \u043d\u0430 \u0434\u044e\u0436\u0438\u043d\u0435 \u0441 \u043b\u0438\u0448\u043d\u0438\u043c \u044f\u0437\u044b\u043a\u043e\u0432.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/725044\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Clean_Architecture\"><\/span>Clean Architecture<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041a\u0430\u043a&nbsp;\u043c\u043d\u043e\u0433\u0438\u0435 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0438, \u044f \u043f\u0440\u0435\u043a\u0440\u0430\u0441\u043d\u043e \u043f\u043e\u043d\u0438\u043c\u0430\u044e, \u043d\u0430\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0432\u0430\u0436\u043d\u043e \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0431\u0443\u0434\u0435\u0442 \u043b\u0435\u0433\u043a\u043e \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0438\u0432\u0430\u0442\u044c, \u0440\u0430\u0441\u0448\u0438\u0440\u044f\u0442\u044c \u0438 \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u0442\u044c \u0432&nbsp;\u0434\u043e\u043b\u0433\u043e\u0441\u0440\u043e\u0447\u043d\u043e\u0439 \u043f\u0435\u0440\u0441\u043f\u0435\u043a\u0442\u0438\u0432\u0435. \u0418\u043c\u0435\u043d\u043d\u043e \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u044b Clean Architecture (\u0427\u0438\u0441\u0442\u0430\u044f \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430) \u0441\u0442\u0430\u043b\u0438 \u043d\u0435\u043e\u0442\u044a\u0435\u043c\u043b\u0435\u043c\u043e\u0439 \u0447\u0430\u0441\u0442\u044c\u044e \u043c\u043e\u0435\u0439 \u0440\u0430\u0431\u043e\u0442\u044b. \u0412&nbsp;\u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u044f \u0440\u0430\u0441\u0441\u043a\u0430\u0436\u0443 \u043e&nbsp;\u0442\u043e\u043c, \u043f\u043e\u0447\u0435\u043c\u0443 \u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0435 \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u0430\u043c Clean Architecture \u0442\u0430\u043a \u0432\u0430\u0436\u043d\u043e \u0438 \u043a\u0430\u043a\u0438\u0435 \u043f\u0440\u0435\u0438\u043c\u0443\u0449\u0435\u0441\u0442\u0432\u0430 \u044d\u0442\u0438 \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u044b \u043c\u043e\u0433\u0443\u0442 \u0434\u0430\u0442\u044c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/732178\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A3%D0%BF%D1%80%D0%B0%D0%B2%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%BA%D0%BE%D0%BC%D0%B0%D0%BD%D0%B4%D0%BE%D0%B9\"><\/span><strong><mark style=\"background-color:rgba(0, 0, 0, 0);color:#30399f\" class=\"has-inline-color\">\u0423\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439<\/mark><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%97%D0%B0%D1%80%D0%BF%D0%BB%D0%B0%D1%82%D0%B0_%D0%BF%D0%BE_%D1%80%D0%B5%D0%B7%D1%83%D0%BB%D1%8C%D1%82%D0%B0%D1%82%D0%B0%D0%BC_%D1%81%D0%BE%D0%B1%D0%B5%D1%81%D0%B5%D0%B4%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F_%E2%80%94_%D0%BB%D1%83%D1%87%D1%88%D0%B8%D0%B9_%D1%81%D0%BF%D0%BE%D1%81%D0%BE%D0%B1_%D1%81%D0%BE%D0%BA%D1%80%D0%B0%D1%82%D0%B8%D1%82%D1%8C_%D0%BE%D1%82%D0%BA%D0%BB%D0%B8%D0%BA%D0%B8_%D0%BD%D0%B0_%D0%B2%D0%B0%D0%BA%D0%B0%D0%BD%D1%81%D0%B8%D1%8E_%D0%B0_%D1%82%D0%B5%D1%81%D1%82%D0%BE%D0%B2%D1%8B%D0%B5_%D0%B7%D0%B0%D0%B4%D0%B0%D0%BD%D0%B8%D1%8F_%E2%80%94_%D0%B8%D0%B7%D0%B1%D1%8B%D1%82%D0%BE%D1%87%D0%BD%D1%8B\"><\/span>\u0417\u0430\u0440\u043f\u043b\u0430\u0442\u0430 \u043f\u043e \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0430\u043c \u0441\u043e\u0431\u0435\u0441\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u2014 \u043b\u0443\u0447\u0448\u0438\u0439 \u0441\u043f\u043e\u0441\u043e\u0431 \u0441\u043e\u043a\u0440\u0430\u0442\u0438\u0442\u044c \u043e\u0442\u043a\u043b\u0438\u043a\u0438 \u043d\u0430 \u0432\u0430\u043a\u0430\u043d\u0441\u0438\u044e, \u0430 \u0442\u0435\u0441\u0442\u043e\u0432\u044b\u0435 \u0437\u0430\u0434\u0430\u043d\u0438\u044f \u2014 \u0438\u0437\u0431\u044b\u0442\u043e\u0447\u043d\u044b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041a\u0430\u043a\u043e\u0439 HR (\u0438\u043b\u0438 \u0440\u0435\u043a\u0440\u0443\u0442\u0435\u0440) \u043d\u0435 \u0441\u0442\u0430\u043b\u043a\u0438\u0432\u0430\u043b\u0441\u044f \u0441 \u044d\u0442\u043e\u0439 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u043e\u0439? \u0414\u0443\u043c\u0430\u044e, \u0447\u0442\u043e \u0432\u0441\u0435. \u0421\u043a\u043e\u043b\u044c\u043a\u043e \u043a\u043e\u043f\u0438\u0439 \u0441\u043b\u043e\u043c\u0430\u043d\u043e \u043d\u0430 \u044d\u0442\u0443 \u0442\u0435\u043c\u0443? \u0421\u0435\u0439\u0447\u0430\u0441 \u043c\u044b \u0441\u043b\u043e\u043c\u0430\u0435\u043c \u0435\u0449\u0435 \u043e\u0434\u043d\u043e! \u041f\u0440\u0435\u0434\u043f\u043e\u043b\u0430\u0433\u0430\u044e, \u0447\u0442\u043e \u0441\u0435\u0439\u0447\u0430\u0441 \u0432\u0441\u0435 \u043a\u0430\u0434\u0440\u043e\u0432\u0438\u043a\u0438 \u043d\u0430\u0447\u043d\u0443\u0442 \u043a\u0438\u0434\u0430\u0442\u044c \u0432 \u043c\u0435\u043d\u044f \u0442\u0430\u043f\u043a\u0430\u043c\u0438. \u041d\u043e \u0443\u043c\u043d\u044b\u0435 \u0438 \u043e\u043f\u044b\u0442\u043d\u044b\u0435 \u0432\u043f\u043e\u043b\u043d\u0435 \u0441\u0435\u0431\u0435 \u043f\u043e\u0439\u043c\u0443\u0442, \u0447\u0442\u043e \u043c\u043e\u0438 \u0442\u0435\u0437\u0438\u0441\u044b \u0437\u0430\u0449\u0438\u0449\u0430\u044e\u0442 \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u044b \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432, \u043d\u043e \u0438 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u044b \u0441\u043b\u0443\u0436\u0431\u044b \u043f\u0435\u0440\u0441\u043e\u043d\u0430\u043b\u0430. \u0418 \u0432\u043e\u0442 \u043f\u043e\u0447\u0435\u043c\u0443.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/711904\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\"><strong>\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/strong><\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9A%D0%B0%D0%BA_%D1%8F_%D0%BF%D1%80%D0%BE%D0%B2%D0%BE%D0%B6%D1%83_%D1%82%D0%B5%D1%85%D0%BD%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B8%D0%B5_%D1%81%D0%BE%D0%B1%D0%B5%D1%81%D0%B5%D0%B4%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F_%D0%B7%D0%B0_30_%D0%BC%D0%B8%D0%BD%D1%83%D1%82\"><\/span>\u041a\u0430\u043a \u044f \u043f\u0440\u043e\u0432\u043e\u0436\u0443 \u0442\u0435\u0445\u043d\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u0441\u043e\u0431\u0435\u0441\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u0437\u0430 30 \u043c\u0438\u043d\u0443\u0442<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u0440\u043e\u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0432 \u0441\u0432\u043e\u0438 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u0435 \u0441\u043e\u0431\u0435\u0441\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f, \u044f \u0441\u0444\u043e\u0440\u043c\u0443\u043b\u0438\u0440\u043e\u0432\u0430\u043b \u0434\u043b\u044f&nbsp;\u0441\u0435\u0431\u044f \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u0439 \u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u0440\u0435\u0434\u043f\u043e\u0441\u044b\u043b\u043e\u043a \u043a&nbsp;\u0442\u043e\u043c\u0443, \u0447\u0442\u043e\u0431\u044b \u0441\u043e\u043a\u0440\u0430\u0442\u0438\u0442\u044c \u0432\u0440\u0435\u043c\u044f \u043e\u0434\u043d\u043e\u0433\u043e \u0441\u043e\u0431\u0435\u0441\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f, \u043d\u0435&nbsp;\u0441\u043b\u0438\u0448\u043a\u043e\u043c \u043f\u043e\u0442\u0435\u0440\u044f\u0432 \u0432&nbsp;\u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u0438.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/718410\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9F%D0%BE%D1%87%D0%B5%D0%BC%D1%83_%D0%BE%D1%86%D0%B5%D0%BD%D0%BA%D0%B0_%D0%B7%D0%B0%D0%B4%D0%B0%D1%87_%D1%81%D0%BB%D0%BE%D0%BC%D0%B0%D0%BB%D0%B0_Agile\"><\/span>\u041f\u043e\u0447\u0435\u043c\u0443 \u043e\u0446\u0435\u043d\u043a\u0430 \u0437\u0430\u0434\u0430\u0447 \u0441\u043b\u043e\u043c\u0430\u043b\u0430 Agile<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0427\u0442\u043e\u0431\u044b \u043e\u0441\u0442\u0430\u0432\u0430\u0442\u044c\u0441\u044f \u0433\u0438\u0431\u043a\u0438\u043c\u0438, \u043d\u0430\u043c \u0441\u043b\u0435\u0434\u0443\u0435\u0442 \u0437\u043d\u0430\u0442\u044c \u043f\u0440\u0435\u0438\u043c\u0443\u0449\u0435\u0441\u0442\u0432\u0430 \u0438 \u0440\u0438\u0441\u043a\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c\u044b\u0445 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432, \u0432 \u0447\u0430\u0441\u0442\u043d\u043e\u0441\u0442\u0438 \u043f\u043b\u044e\u0441\u044b \u0438 \u043c\u0438\u043d\u0443\u0441\u044b \u043e\u0446\u0435\u043d\u043a\u0438 \u0432 Story Points. \u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c, \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u043b\u0438 \u0442\u043e\u0447\u043d\u043e\u0435 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0438\u0442\u0435\u0440\u0430\u0446\u0438\u0439 \u0438 \u0433\u0438\u0431\u043a\u043e\u0441\u0442\u044c \u0431\u0435\u0437 \u043e\u0446\u0435\u043d\u043a\u0438 \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u043a\u0430\u0436\u0434\u043e\u0439 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e\u0439 \u0437\u0430\u0434\u0430\u0447\u0438.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/706692\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9D%D0%B0%D1%81%D1%82%D1%80%D0%BE%D0%B9%D0%BA%D0%B0_%D0%B8_%D0%B0%D0%B4%D0%BC%D0%B8%D0%BD%D0%B8%D1%81%D1%82%D1%80%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5_Linux\"><\/span><strong><mark style=\"background-color:rgba(0, 0, 0, 0);color:#30399f\" class=\"has-inline-color\">\u041d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u0438 \u0430\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 Linux<\/mark><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%94%D0%B8%D1%81%D0%BA%D0%BE%D0%B2%D0%B0%D1%8F_%D0%BF%D0%BE%D0%B4%D1%81%D0%B8%D1%81%D1%82%D0%B5%D0%BC%D0%B0_%D0%B2_%D0%9E%D0%A1_Linux\"><\/span>\u0414\u0438\u0441\u043a\u043e\u0432\u0430\u044f \u043f\u043e\u0434\u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0432 \u041e\u0421 Linux<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u0441\u0435\u0433\u043e\u0434\u043d\u044f\u0448\u043d\u0435\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043e\u0431 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u0435 \u0434\u0438\u0441\u043a\u043e\u0432\u043e\u0439 \u043f\u043e\u0434\u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0432 \u041e\u0421 Linux. \u041a\u043e\u043d\u0435\u0447\u043d\u043e, \u043c\u043d\u043e\u0433\u0438\u0435 \u0441\u043a\u0430\u0436\u0443\u0442, \u0447\u0442\u043e \u043d\u0430 \u044d\u0442\u0443 \u0442\u0435\u043c\u0443 \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u043e \u0443\u0436\u0435 \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u0441\u0442\u0430\u0442\u0435\u0439 \u0438 \u0432\u0441\u0435 \u0438 \u0442\u0430\u043a \u043f\u0440\u0435\u043a\u0440\u0430\u0441\u043d\u043e \u0437\u043d\u0430\u044e\u0442, \u043a\u0430\u043a \u0443\u0441\u0442\u0440\u043e\u0435\u043d \u041b\u0438\u043d\u0443\u043a\u0441 \u0438 \u0432 \u0442\u043e\u043c \u0447\u0438\u0441\u043b\u0435, \u043a\u0430\u043a \u043e\u043d \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0441 \u0434\u0438\u0441\u043a\u0430\u043c\u0438. \u041e\u0434\u043d\u0430\u043a\u043e, \u043a\u0430\u043a \u043f\u043e\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0430, \u0434\u0430\u0436\u0435 \u043c\u043d\u043e\u0433\u0438\u0435 \u0430\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0430\u0442\u043e\u0440\u044b \u043f\u0440\u0438 \u0440\u0430\u0431\u043e\u0442\u0435 \u0441 \u0434\u0438\u0441\u043a\u043e\u0432\u043e\u0439 \u043f\u043e\u0434\u0441\u0438\u0441\u0442\u0435\u043c\u043e\u0439 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0438\u0432\u0430\u044e\u0442\u0441\u044f \u0442\u043e\u043b\u044c\u043a\u043e \u043d\u0430\u0447\u0430\u043b\u044c\u043d\u044b\u043c \u0440\u0430\u0437\u0431\u0438\u0435\u043d\u0438\u0435\u043c \u0434\u0438\u0441\u043a\u0430 \u043f\u0440\u0438 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043a\u0438. \u0414\u0430 \u0438 \u0442\u043e, \u0441 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u0430\u043c\u0438 \u043f\u043e \u0443\u043c\u043e\u043b\u0447\u0430\u043d\u0438\u044e. \u0422\u0430\u043a \u0447\u0442\u043e \u044f \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u044e \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u0435\u0435 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u0442\u0430\u043a\u0438\u0435 \u0432\u043e\u043f\u0440\u043e\u0441\u044b \u0434\u0438\u0441\u043a\u043e\u0432\u043e\u0439 \u043f\u043e\u0434\u0441\u0438\u0441\u0442\u0435\u043c\u044b, \u043a\u0430\u043a: \u0440\u0430\u0431\u043e\u0442\u0443 \u0441 \u043f\u0440\u0430\u0432\u0438\u043b\u0430\u043c\u0438 \u043f\u0440\u0430\u0432\u0438\u043b\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u044b udev, \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u0431\u043b\u043e\u0447\u043d\u044b\u043c\u0438 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u0430\u043c\u0438 \u0438 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0432\u0432\u043e\u0434\u0430\/\u0432\u044b\u0432\u043e\u0434\u0430.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/713112\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\"><strong>\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/strong><\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A1%D0%B1%D0%BE%D1%80_%D0%B8_%D0%B0%D0%BD%D0%B0%D0%BB%D0%B8%D0%B7_%D0%BB%D0%BE%D0%B3%D0%BE%D0%B2_%D0%B2_Linux\"><\/span>\u0421\u0431\u043e\u0440 \u0438 \u0430\u043d\u0430\u043b\u0438\u0437 \u043b\u043e\u0433\u043e\u0432 \u0432 Linux<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0416\u0443\u0440\u043d\u0430\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0441\u043e\u0431\u044b\u0442\u0438\u0439, \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u044f\u0449\u0438\u0445 \u0432&nbsp;\u0441\u0438\u0441\u0442\u0435\u043c\u0435 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043d\u0435\u043e\u0442\u044a\u0435\u043c\u043b\u0435\u043c\u043e\u0439 \u0447\u0430\u0441\u0442\u044c\u044e \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u0430 \u043b\u044e\u0431\u043e\u0433\u043e \u0441\u0435\u0440\u044c\u0435\u0437\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u044f. \u041e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u0430\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0438\u043b\u0438&nbsp;\u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0434\u043e\u043b\u0436\u043d\u044b \u0432&nbsp;\u043e\u0431\u044f\u0437\u0430\u0442\u0435\u043b\u044c\u043d\u043e\u043c \u043f\u043e\u0440\u044f\u0434\u043a\u0435 \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u0442\u044c \u043e&nbsp;\u0441\u0432\u043e\u0435\u0439 \u0436\u0438\u0437\u043d\u0438: \u0440\u0435\u0433\u0438\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0432\u0445\u043e\u0434\u044b \u0432&nbsp;\u0441\u0438\u0441\u0442\u0435\u043c\u0443, \u0441\u0431\u043e\u0438, \u043e\u0448\u0438\u0431\u043a\u0438 \u0438 \u0434\u0440\u0443\u0433\u0438\u0435 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0441\u043e\u0431\u044b\u0442\u0438\u044f. \u0412&nbsp;\u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u0431\u0443\u0434\u0435\u043c \u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c \u043e&nbsp;\u0442\u043e\u043c, \u043a\u0430\u043a&nbsp;\u0443\u0441\u0442\u0440\u043e\u0435\u043d\u043e \u043b\u043e\u0433\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0441\u043e\u0431\u044b\u0442\u0438\u0439 \u0432&nbsp;\u041e\u0421 Linux. \u0412&nbsp;\u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u043f\u0440\u0438\u043c\u0435\u0440\u0430 \u0431\u0443\u0434\u0435\u0442 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0442\u044c\u0441\u044f Ubuntu Linux 22.04, \u043e\u0434\u043d\u0430\u043a\u043e \u0432&nbsp;\u0434\u0440\u0443\u0433\u0438\u0445 \u0434\u0438\u0441\u0442\u0440\u0438\u0431\u0443\u0442\u0438\u0432\u0430\u0445 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u044b \u0431\u0443\u0434\u0443\u0442 \u0441\u0445\u043e\u0434\u043d\u044b\u043c\u0438.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/714266\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\"><strong>\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/strong><\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A2%D0%BE%D0%BD%D0%BA%D0%B0%D1%8F_%D0%BD%D0%B0%D1%81%D1%82%D1%80%D0%BE%D0%B9%D0%BA%D0%B0_%D1%81%D0%B5%D1%82%D0%B8_%D0%B2_Linux\"><\/span>\u0422\u043e\u043d\u043a\u0430\u044f \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0430 \u0441\u0435\u0442\u0438 \u0432 Linux<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041d\u0430\u0447\u043d\u0435\u043c \u043d\u0430\u0448\u0443 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0443 \u043c\u044b \u0441 \u0432\u043d\u0435\u0441\u0435\u043d\u0438\u044f \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0439 \u0432 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u044b ICMP. \u0428\u0438\u0440\u043e\u043a\u043e\u0432\u0435\u0449\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0435 ICMP \u043f\u0430\u043a\u0435\u0442\u044b \u043c\u043e\u0433\u0443\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0434\u043b\u044f \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0430\u0442\u0430\u043a\u0438 \u0441 \u0437\u0430\u0442\u043e\u043f\u043b\u0435\u043d\u0438\u0435\u043c. \u0412 \u0447\u0435\u043c \u0437\u0430\u043a\u043b\u044e\u0447\u0430\u0435\u0442\u0441\u044f \u0435\u0435 \u0441\u0443\u0442\u044c?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/716962\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A4%D0%B0%D0%B9%D0%BB%D0%BE%D0%B2%D0%B0%D1%8F_%D1%81%D0%B8%D1%81%D1%82%D0%B5%D0%BC%D0%B0_BTRFS\"><\/span>\u0424\u0430\u0439\u043b\u043e\u0432\u0430\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0430 BTRFS<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0424\u0430\u0439\u043b\u043e\u0432\u0430\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0430 BTRFS (B-Tree Filesystem) \u043f\u0440\u0435\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0430 \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0432 Unix-\u043f\u043e\u0434\u043e\u0431\u043d\u044b\u0445 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445. \u041e\u043d\u0430 \u0431\u044b\u043b\u0430 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u043d\u0430 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0435\u0439 Oracle \u0432 2007 \u0433\u043e\u0434\u0443. BTRFS \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0430 \u043f\u043e \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u0443 CoW (Copy on Write), \u0442\u043e \u0435\u0441\u0442\u044c \u043f\u0440\u0438 \u0447\u0442\u0435\u043d\u0438\u0438 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u0434\u0430\u043d\u043d\u044b\u0445 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u043e\u0431\u0449\u0430\u044f \u043a\u043e\u043f\u0438\u044f, \u0432 \u0441\u043b\u0443\u0447\u0430\u0435 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u044b\u0445 \u2014 \u0441\u043e\u0437\u0434\u0430\u0435\u0442\u0441\u044f \u043d\u043e\u0432\u0430\u044f \u043a\u043e\u043f\u0438\u044f. \u0414\u0430\u043d\u043d\u0430\u044f \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0434\u043b\u044f \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 \u043c\u043d\u043e\u0433\u0438\u0445 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432, \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u044f\u0449\u0438\u0445 \u0432 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u0435.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/725424\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A2%D0%B5%D1%81%D1%82%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5\"><\/span><strong><mark style=\"background-color:rgba(0, 0, 0, 0);color:#30399f\" class=\"has-inline-color\">\u0422\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435<\/mark><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9F%D0%BE%D1%87%D0%B5%D0%BC%D1%83_%D1%85%D0%BE%D1%80%D0%BE%D1%88%D0%B8%D0%B5_%D1%80%D0%B0%D0%B7%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D1%87%D0%B8%D0%BA%D0%B8_%D0%BF%D0%B8%D1%88%D1%83%D1%82_%D0%BF%D0%BB%D0%BE%D1%85%D0%B8%D0%B5_%D1%8E%D0%BD%D0%B8%D1%82-%D1%82%D0%B5%D1%81%D1%82%D1%8B\"><\/span>\u041f\u043e\u0447\u0435\u043c\u0443 \u0445\u043e\u0440\u043e\u0448\u0438\u0435 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0438 \u043f\u0438\u0448\u0443\u0442 \u043f\u043b\u043e\u0445\u0438\u0435 \u044e\u043d\u0438\u0442-\u0442\u0435\u0441\u0442\u044b<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0427\u0430\u0441\u0442\u043e \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u044f \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0442 \u043a \u044e\u043d\u0438\u0442-\u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044e \u0441 \u043e\u0448\u0438\u0431\u043e\u0447\u043d\u044b\u043c \u043c\u044b\u0448\u043b\u0435\u043d\u0438\u0435\u043c. \u041e\u043d\u0438 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u044e\u0442 \u0432\u0441\u0435 \u00ab\u043f\u0440\u0430\u0432\u0438\u043b\u0430\u00bb \u0438 \u043b\u0443\u0447\u0448\u0438\u0435 \u043f\u0440\u0430\u043a\u0442\u0438\u043a\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043e\u043d\u0438 \u0443\u0441\u0432\u043e\u0438\u043b\u0438 \u0438\u0437 \u043e\u043f\u044b\u0442\u0430 \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u044f \u043f\u0440\u043e\u0434\u0430\u043a\u0448\u0435\u043d \u043a\u043e\u0434\u0430, \u043d\u0435 \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u044f, \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0442 \u043b\u0438 \u043e\u043d\u0438 \u0434\u043b\u044f \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u044f \u0442\u0435\u0441\u0442\u043e\u0432. \u0412 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0435 \u0441\u0442\u0440\u043e\u044f\u0442 \u043d\u0435\u0431\u043e\u0441\u043a\u0440\u0435\u0431\u044b \u043d\u0430 \u043f\u043b\u044f\u0436\u0435.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/768494\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9F%D0%B8%D1%88%D0%B5%D0%BC_%D1%87%D0%B8%D1%81%D1%82%D1%8B%D0%B5_%D1%82%D0%B5%D1%81%D1%82%D1%8B_%D0%BD%D0%B0_JavaScript_%D1%81_%D0%B8%D1%81%D0%BF%D0%BE%D0%BB%D1%8C%D0%B7%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5%D0%BC_%D0%BF%D1%80%D0%B8%D0%BD%D1%86%D0%B8%D0%BF%D0%BE%D0%B2_BASIC\"><\/span>\u041f\u0438\u0448\u0435\u043c \u0447\u0438\u0441\u0442\u044b\u0435 \u0442\u0435\u0441\u0442\u044b \u043d\u0430 JavaScript \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u043e\u0432 BASIC<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u0440\u043e\u0434\u0430\u043a\u0448\u0435\u043d \u043a\u043e\u0434 \u2014 \u043e\u0441\u043d\u043e\u0432\u043d\u043e\u0439 \u043a\u043e\u0434, \u0432 \u043a\u043e\u0442\u043e\u0440\u043e\u043c \u043d\u0430\u0445\u043e\u0434\u044f\u0442\u0441\u044f \u0444\u0443\u043d\u043a\u0446\u0438\u0438 \u2014 \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043d\u0435\u0438\u0434\u0435\u0430\u043b\u044c\u043d\u044b\u043c. \u042d\u0442\u043e \u043f\u043e\u0434\u0440\u0430\u0437\u0443\u043c\u0435\u0432\u0430\u0435\u0442 \u0440\u0438\u0441\u043a \u0438\u043b\u0438 \u0434\u043e\u043b\u0433, \u043a\u043e\u0442\u043e\u0440\u044b\u043c \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0443\u043f\u0440\u0430\u0432\u043b\u044f\u044e\u0442 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u043c\u0438 \u0441\u043f\u043e\u0441\u043e\u0431\u0430\u043c\u0438. \u0414\u043b\u044f \u043a\u043e\u0434\u0430 \u0442\u0435\u0441\u0442\u043e\u0432 \u0440\u0438\u0441\u043a \u0433\u043e\u0440\u0430\u0437\u0434\u043e \u0431\u043e\u043b\u0435\u0435 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u0435\u043d \u2014 \u043e\u043d\u0438 \u043c\u043e\u0433\u0443\u0442 \u043f\u0440\u043e\u0441\u0442\u043e \u0438\u0441\u0447\u0435\u0437\u043d\u0443\u0442\u044c. \u0421\u043e\u0442\u043d\u0438 \u0447\u0430\u0441\u043e\u0432 \u043a\u043e\u0434\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u0432\u0441\u0442\u0440\u0435\u0447 \u043c\u043e\u0433\u0443\u0442 \u043f\u0440\u043e\u0441\u0442\u043e \u043f\u0440\u043e\u043f\u0430\u0441\u0442\u044c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/769362\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9A%D0%B0%D0%BA_%D0%B8%D1%81%D0%BF%D0%BE%D0%BB%D1%8C%D0%B7%D0%BE%D0%B2%D0%B0%D1%82%D1%8C_JMeter_%D0%B4%D0%BB%D1%8F_%D1%82%D0%B5%D1%81%D1%82%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F_%D0%BF%D1%80%D0%BE%D0%B8%D0%B7%D0%B2%D0%BE%D0%B4%D0%B8%D1%82%D0%B5%D0%BB%D1%8C%D0%BD%D0%BE%D1%81%D1%82%D0%B8\"><\/span>\u041a\u0430\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c JMeter \u0434\u043b\u044f \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Apache JMeter \u2014 \u044d\u0442\u043e \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0434\u043b\u044f \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u044f \u043d\u0430\u0433\u0440\u0443\u0437\u043e\u0447\u043d\u043e\u0433\u043e \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f, \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0449\u0438\u0439 \u0441\u043e\u0431\u043e\u0439 \u0434\u0435\u0441\u043a\u0442\u043e\u043f\u043d\u043e\u0435 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0441 \u043e\u0442\u043a\u0440\u044b\u0442\u044b\u043c \u0438\u0441\u0445\u043e\u0434\u043d\u044b\u043c \u043a\u043e\u0434\u043e\u043c \u043d\u0430 \u0431\u0430\u0437\u0435 Java. JMeter \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0438\u0442\u044c, \u043c\u043e\u0436\u0435\u0442 \u043b\u0438 \u0442\u0435\u0441\u0442\u0438\u0440\u0443\u0435\u043c\u043e\u0435 \u0432\u0435\u0431-\u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0443\u0434\u043e\u0432\u043b\u0435\u0442\u0432\u043e\u0440\u044f\u0442\u044c \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u044f\u043c \u0432\u044b\u0441\u043e\u043a\u043e\u0439 \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u0438\u043b\u0438 \u043d\u0435\u0442. \u0412 \u044d\u0442\u043e\u043c \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0435 \u043c\u044b \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u043c \u0430\u043d\u0430\u043b\u0438\u0437 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438&nbsp;Google.com&nbsp;\u0434\u043b\u044f 1000 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/746504\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A0%D0%B0%D0%B1%D0%BE%D1%82%D0%B0_%D1%81_%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D0%BC%D0%B8_%D0%B8_%D0%B0%D0%B4%D0%BC%D0%B8%D0%BD%D0%B8%D1%81%D1%82%D1%80%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5_%D0%91%D0%94\"><\/span><strong><mark style=\"background-color:rgba(0, 0, 0, 0);color:#30399f\" class=\"has-inline-color\">\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0438 \u0430\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0411\u0414<\/mark><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A0%D0%B5%D0%B7%D0%B5%D1%80%D0%B2%D0%BD%D0%BE%D0%B5_%D0%BA%D0%BE%D0%BF%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5_%D0%B8_%D0%B2%D0%BE%D1%81%D1%81%D1%82%D0%B0%D0%BD%D0%BE%D0%B2%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%A1%D0%A3%D0%91%D0%94_PostgreSQL\"><\/span>\u0420\u0435\u0437\u0435\u0440\u0432\u043d\u043e\u0435 \u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 \u0432\u043e\u0441\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435 \u0421\u0423\u0411\u0414 PostgreSQL<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0420\u0435\u0437\u0435\u0440\u0432\u043d\u043e\u0435 \u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043e\u0434\u043d\u043e\u0439 \u0438\u0437 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447 \u0430\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445. \u041e\u0442\u0441\u0443\u0442\u0441\u0442\u0432\u0438\u0435 \u0431\u044d\u043a\u0430\u043f\u0430 \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0438\u0432\u0435\u0441\u0442\u0438 \u043a \u043a\u0430\u0442\u0430\u0441\u0442\u0440\u043e\u0444\u0438\u0447\u0435\u0441\u043a\u0438\u043c \u043f\u043e\u0441\u043b\u0435\u0434\u0441\u0442\u0432\u0438\u044f\u043c \u043f\u0440\u0438 \u044d\u043a\u0441\u043f\u043b\u0443\u0430\u0442\u0430\u0446\u0438\u0438 \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445. \u041e\u0434\u043d\u0430\u043a\u043e \u043d\u0435\u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0442\u043e\u043b\u044c\u043a\u043e \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0440\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u043e\u0435 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0440\u0435\u0437\u0435\u0440\u0432\u043d\u044b\u0445 \u043a\u043e\u043f\u0438\u0439, \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0442\u0430\u043a\u0436\u0435 \u0440\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u043e \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0442\u044c \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0435 \u043a\u043e\u043f\u0438\u0438 \u043d\u0430 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u044c \u043a \u0432\u043e\u0441\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u044e \u0411\u0414. \u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043e\u0442 \u0442\u043e\u043c, \u043a\u0430\u043a \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u043d\u0430\u0441\u0442\u0440\u0430\u0438\u0432\u0430\u0442\u044c \u0440\u0435\u0437\u0435\u0440\u0432\u043d\u043e\u0435 \u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0432 \u0411\u0414 PostgreSQL.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/710094\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\"><strong>\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/strong><\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A1%D1%80%D0%B0%D0%B2%D0%BD%D0%B5%D0%BD%D0%B8%D0%B5_MySQL_%D0%B8_PostgreSQL_%D0%B2_2023_%D0%B3%D0%BE%D0%B4%D1%83\"><\/span>\u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 MySQL \u0438 PostgreSQL \u0432 2023 \u0433\u043e\u0434\u0443<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">PostgreSQL \u0438 MySQL&nbsp;\u2014 \u044d\u0442\u043e \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0435, \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u044b\u0435 \u0438 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u0443\u0435\u043c\u044b\u0435 \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0442 \u0443\u0436\u0435 \u043c\u043d\u043e\u0433\u043e \u043b\u0435\u0442. \u041a\u0430\u0436\u0434\u0430\u044f \u0438\u0437&nbsp;\u043d\u0438\u0445 \u0438\u043c\u0435\u0435\u0442 \u0443\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u044b\u0435 \u0441\u0438\u043b\u044c\u043d\u044b\u0435 \u0438 \u0441\u043b\u0430\u0431\u044b\u0435 \u0441\u0442\u043e\u0440\u043e\u043d\u044b, \u0447\u0442\u043e&nbsp;\u0434\u0435\u043b\u0430\u0435\u0442 \u043a\u0430\u043a\u0443\u044e\u2011\u043b\u0438\u0431\u043e \u0438\u0437&nbsp;\u043d\u0438\u0445 \u0431\u043e\u043b\u0435\u0435 \u043f\u043e\u0434\u0445\u043e\u0434\u044f\u0449\u0435\u0439 \u0434\u043b\u044f&nbsp;\u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u044b\u0445 \u043d\u0443\u0436\u0434. \u0412&nbsp;\u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043c \u0438\u0445 \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435, \u0447\u0442\u043e\u0431\u044b \u043f\u043e\u043c\u043e\u0447\u044c \u0441&nbsp;\u043f\u0440\u0438\u043d\u044f\u0442\u0438\u0435\u043c \u043e\u0431\u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u044f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/722304\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%97%D0%BD%D0%B0%D0%BA%D0%BE%D0%BC%D0%B8%D0%BC%D1%81%D1%8F_%D1%81_%D0%B0%D1%80%D1%85%D0%B8%D1%82%D0%B5%D0%BA%D1%82%D1%83%D1%80%D0%BE%D0%B9_Apache_Kafka\"><\/span>\u0417\u043d\u0430\u043a\u043e\u043c\u0438\u043c\u0441\u044f \u0441 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043e\u0439 Apache Kafka<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Apache Kafka \u0438\u0437\u043d\u0430\u0447\u0430\u043b\u044c\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043b\u043e\u0441\u044c \u0434\u043b\u044f \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u044f \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0438\u0445 \u0432 \u0440\u0435\u0430\u043b\u044c\u043d\u043e\u043c \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0435 \u0432\u0440\u0435\u043c\u0435\u043d\u0438 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u0438 \u043f\u043e\u0442\u043e\u043a\u043e\u0432 \u0434\u0430\u043d\u043d\u044b\u0445 \u0441\u043e\u0446\u0438\u0430\u043b\u044c\u043d\u043e\u0439 \u0441\u0435\u0442\u0438. \u041d\u043e \u0441\u0435\u0439\u0447\u0430\u0441 \u044d\u0442\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f \u0432\u043e \u043c\u043d\u043e\u0433\u0438\u0445 \u043a\u0440\u0443\u043f\u043d\u044b\u0445 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u044f\u0445. \u041f\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u0435\u0435, \u043a\u0430\u043a \u043e\u043d\u043e \u0443\u0441\u0442\u0440\u043e\u0435\u043d\u043e.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/725168\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9C%D0%B0%D0%BB%D0%BE%D0%B8%D0%B7%D0%B2%D0%B5%D1%81%D1%82%D0%BD%D1%8B%D0%B5_%D0%BF%D0%BE%D0%BB%D0%B5%D0%B7%D0%BD%D1%8B%D0%B5_%D0%B1%D0%B8%D0%B1%D0%BB%D0%B8%D0%BE%D1%82%D0%B5%D0%BA%D0%B8_Python_%D0%B4%D0%BB%D1%8F_%D0%B0%D0%BD%D0%B0%D0%BB%D0%B8%D0%B7%D0%B0_%D0%B4%D0%B0%D0%BD%D0%BD%D1%8B%D1%85\"><\/span>\u041c\u0430\u043b\u043e\u0438\u0437\u0432\u0435\u0441\u0442\u043d\u044b\u0435 \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0435 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 Python \u0434\u043b\u044f \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0434\u0430\u043d\u043d\u044b\u0445<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u0435 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438 Python \u0434\u043b\u044f \u0437\u0430\u0434\u0430\u0447 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u0434\u0430\u043d\u043d\u044b\u0445, \u0441 \u043a\u043e\u0442\u043e\u0440\u044b\u043c\u0438, \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e, \u0432\u044b \u0435\u0449\u0435 \u043d\u0435 \u0437\u043d\u0430\u043a\u043e\u043c\u044b. \u0425\u043e\u0442\u044f \u0434\u043b\u044f \u0437\u0430\u0434\u0430\u0447 \u043c\u0430\u0448\u0438\u043d\u043d\u043e\u0433\u043e \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f \u043d\u0430 \u0443\u043c \u043f\u0440\u0438\u0445\u043e\u0434\u044f\u0442 \u0442\u0430\u043a\u0438\u0435 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438, \u043a\u0430\u043a pandas, numpy, scikit-learn, keras, tensorflow, matplotlib \u0438 \u0442.\u0434., \u043d\u043e \u0432\u0441\u0435\u0433\u0434\u0430 \u043f\u043e\u043b\u0435\u0437\u043d\u043e \u0437\u043d\u0430\u0442\u044c \u043e \u0434\u0440\u0443\u0433\u0438\u0445 \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u044f\u0445 Python, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u0435\u0441\u043b\u0438 \u044d\u0442\u043e \u043f\u043e\u043c\u043e\u0436\u0435\u0442 \u0443\u043b\u0443\u0447\u0448\u0438\u0442\u044c \u0432\u0430\u0448\u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u044b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/769376\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%90%D0%BD%D0%B0%D0%BB%D0%B8%D0%B7_%D0%B8_%D0%BF%D1%80%D0%BE%D0%B5%D0%BA%D1%82%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5%D0%BC_%D1%81%D0%B8%D1%81%D1%82%D0%B5%D0%BC\"><\/span><strong><mark style=\"background-color:rgba(0, 0, 0, 0);color:#30399f\" class=\"has-inline-color\">\u0410\u043d\u0430\u043b\u0438\u0437 \u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0441\u0438\u0441\u0442\u0435\u043c<\/mark><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9F%D1%80%D0%BE%D0%B5%D0%BA%D1%82%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5_%D0%B0%D1%80%D1%85%D0%B8%D1%82%D0%B5%D0%BA%D1%82%D1%83%D1%80%D1%8B_%D0%B4%D0%BB%D1%8F_%D0%BC%D0%B8%D0%BA%D1%80%D0%BE%D1%81%D0%B5%D1%80%D0%B2%D0%B8%D1%81%D0%BE%D0%B2_%D1%81_%D0%B8%D1%81%D0%BF%D0%BE%D0%BB%D1%8C%D0%B7%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5%D0%BC_gRPC\"><\/span>\u041f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b \u0434\u043b\u044f \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043e\u0432 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c gRPC<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043d\u0430\u044f \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u043f\u0440\u0435\u0434\u043b\u0430\u0433\u0430\u0435\u0442 \u043d\u0430\u043c \u0433\u0438\u0431\u043a\u043e\u0441\u0442\u044c, \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u0443\u0435\u043c\u043e\u0441\u0442\u044c \u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u0441\u043b\u043e\u0436\u043d\u044b\u043c\u0438 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f\u043c\u0438 \u043d\u0430 \u043d\u043e\u0432\u043e\u043c \u0443\u0440\u043e\u0432\u043d\u0435. \u041e\u0434\u043d\u0430\u043a\u043e, \u0447\u0442\u043e\u0431\u044b \u0438\u0437\u0432\u043b\u0435\u0447\u044c \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u0443\u044e \u0432\u044b\u0433\u043e\u0434\u0443 \u0438\u0437 \u044d\u0442\u043e\u0439 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b, \u0432\u0430\u0436\u043d\u043e \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u0441\u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u044b \u0438 \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0442\u044c \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u043e\u0435 \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435 \u043c\u0435\u0436\u0434\u0443 \u043d\u0438\u043c\u0438. gRPC \u2013 \u0432\u044b\u0441\u043e\u043a\u043e\u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0439 \u0438 \u043c\u043e\u0449\u043d\u044b\u0439 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442 \u0434\u043b\u044f \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/767724\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%90%D1%80%D1%85%D0%B8%D1%82%D0%B5%D0%BA%D1%82%D1%83%D1%80%D0%B0_%D0%B2%D1%8B%D1%81%D0%BE%D0%BA%D0%BE%D0%BD%D0%B0%D0%B3%D1%80%D1%83%D0%B6%D0%B5%D0%BD%D0%BD%D1%8B%D1%85_%D1%82%D0%B5%D0%BB%D0%B5%D0%B3%D1%80%D0%B0%D0%BC-%D0%B1%D0%BE%D1%82%D0%BE%D0%B2_%D0%BD%D0%B0_Python\"><\/span>\u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u0432\u044b\u0441\u043e\u043a\u043e\u043d\u0430\u0433\u0440\u0443\u0436\u0435\u043d\u043d\u044b\u0445 \u0442\u0435\u043b\u0435\u0433\u0440\u0430\u043c-\u0431\u043e\u0442\u043e\u0432 \u043d\u0430 Python<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412\u044b\u0441\u043e\u043a\u043e\u043d\u0430\u0433\u0440\u0443\u0436\u0435\u043d\u043d\u044b\u0435 \u0431\u043e\u0442\u044b \u0441\u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u044b \u0438 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u044b \u0442\u0430\u043a, \u0447\u0442\u043e\u0431\u044b \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c&nbsp;\u043e\u0433\u0440\u043e\u043c\u043d\u043e\u0435 \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432&nbsp;\u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e, \u0431\u044b\u0441\u0442\u0440\u043e \u0438 \u043d\u0430\u0434\u0435\u0436\u043d\u043e. \u041e\u043d\u0438 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0442 \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u043e \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u0441\u043a\u0438\u0439 \u043e\u043f\u044b\u0442 \u0438 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0442 \u0431\u0438\u0437\u043d\u0435\u0441\u0430\u043c \u0443\u0441\u043f\u0435\u0448\u043d\u043e \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0441\u0432\u043e\u0438 \u0443\u0441\u043b\u0443\u0433\u0438.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/760890\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%90%D1%80%D1%85%D0%B8%D1%82%D0%B5%D0%BA%D1%82%D1%83%D1%80%D0%BD%D1%8B%D0%B5_%D0%B0%D0%BD%D1%82%D0%B8%D0%BF%D0%B0%D1%82%D1%82%D0%B5%D1%80%D0%BD%D1%8B_%D0%B2_%D0%BC%D0%B8%D0%BA%D1%80%D0%BE%D1%81%D0%B5%D1%80%D0%B2%D0%B8%D1%81%D0%B0%D1%85_%D0%B8_%D0%BA%D0%B0%D0%BA_%D0%B8%D1%85_%D0%B8%D0%B7%D0%B1%D0%B5%D0%B6%D0%B0%D1%82%D1%8C\"><\/span>\u0410\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u043d\u044b\u0435 \u0430\u043d\u0442\u0438\u043f\u0430\u0442\u0442\u0435\u0440\u043d\u044b \u0432 \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u0430\u0445 \u0438 \u043a\u0430\u043a \u0438\u0445 \u0438\u0437\u0431\u0435\u0436\u0430\u0442\u044c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043d\u0430\u044f \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u0441\u0442\u0440\u0435\u043c\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043d\u0430\u0431\u0438\u0440\u0430\u0435\u0442 \u043e\u0431\u043e\u0440\u043e\u0442\u044b \u0431\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u0441\u0432\u043e\u0435\u0439 \u0441\u043f\u043e\u0441\u043e\u0431\u043d\u043e\u0441\u0442\u0438 \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u0442\u044c \u0433\u0438\u0431\u043a\u043e\u0441\u0442\u044c, \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u0443\u0435\u043c\u043e\u0441\u0442\u044c \u0438 \u0431\u044b\u0441\u0442\u0440\u043e\u0435 \u0432\u043d\u0435\u0434\u0440\u0435\u043d\u0438\u0435 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0439. \u041e\u0434\u043d\u0430\u043a\u043e, \u043a\u0430\u043a \u0438 \u0432 \u043b\u044e\u0431\u043e\u0439 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438, \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0442 \u043b\u043e\u0432\u0443\u0448\u043a\u0438 \u0438 \u043e\u0448\u0438\u0431\u043a\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0433\u0443\u0442 \u043f\u043e\u0434\u043e\u0440\u0432\u0430\u0442\u044c \u043f\u0440\u0435\u0438\u043c\u0443\u0449\u0435\u0441\u0442\u0432\u0430 \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043e\u0432.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/754712\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Docker_%D0%B8_%D1%81%D0%B5%D1%82%D0%B8\"><\/span>Docker \u0438 \u0441\u0435\u0442\u0438<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u0435\u0439\u0447\u0430\u0441 \u0431\u0435\u0437 \u043f\u0440\u0435\u0443\u0432\u0435\u043b\u0438\u0447\u0435\u043d\u0438\u044f \u043c\u043e\u0436\u043d\u043e \u0441\u043a\u0430\u0437\u0430\u0442\u044c, \u0447\u0442\u043e \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u044f \u043f\u0440\u043e\u0447\u043d\u043e \u0432\u043e\u0448\u043b\u0430 \u0432 \u043d\u0430\u0448\u0443 \u0436\u0438\u0437\u043d\u044c. \u041a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u0432 \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0445 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0430\u0445, \u043d\u0430\u0447\u0438\u043d\u0430\u044f \u043e\u0442 \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043e\u0432 \u0438 \u0437\u0430\u043a\u0430\u043d\u0447\u0438\u0432\u0430\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u044f\u043c\u0438 \u0418\u0411, \u0442\u0430\u043a\u0438\u043c\u0438 \u043a\u0430\u043a \u043f\u0435\u0441\u043e\u0447\u043d\u0438\u0446\u044b. \u041e\u0434\u043d\u0430\u043a\u043e, \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u044b \u043d\u0435 \u0431\u044b\u043b\u0438 \u0431\u044b \u0441\u0442\u043e\u043b\u044c \u0443\u0434\u043e\u0431\u043d\u044b\u043c \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u043c \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u043e\u0439 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u044b, \u0435\u0441\u043b\u0438 \u0431\u044b \u043e\u043d\u0438 \u043d\u0435 \u043c\u043e\u0433\u043b\u0438 \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u043c\u0435\u0436\u0434\u0443 \u0441\u043e\u0431\u043e\u0439, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043e\u0431\u043c\u0435\u043d\u0438\u0432\u0430\u0442\u044c\u0441\u044f \u0434\u0430\u043d\u043d\u044b\u043c\u0438 \u0441 \u0432\u043d\u0435\u0448\u043d\u0438\u043c\u0438 \u0441\u0435\u0442\u0435\u0432\u044b\u043c\u0438 \u0440\u0435\u0441\u0443\u0440\u0441\u0430\u043c\u0438. \u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c\u044b, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0449\u0438\u0435 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430\u043c \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0441 \u0441\u0435\u0442\u044f\u043c\u0438. &nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/730798\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9C%D0%B0%D1%82%D0%B5%D0%BC%D0%B0%D1%82%D0%B8%D0%BA%D0%B0\"><\/span><strong><mark style=\"background-color:rgba(0, 0, 0, 0);color:#30399f\" class=\"has-inline-color\">\u041c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u043a\u0430<\/mark><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%98%D1%81%D0%BA%D1%83%D1%81%D1%81%D1%82%D0%B2%D0%BE_%D0%BF%D1%80%D0%BE%D0%B3%D0%BD%D0%BE%D0%B7%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F_%D0%BF%D0%BE%D0%B3%D1%80%D1%83%D0%B6%D0%B5%D0%BD%D0%B8%D0%B5_%D0%B2_%D0%9C%D0%B0%D1%80%D0%BA%D0%BE%D0%B2%D1%81%D0%BA%D0%B8%D0%B5_%D1%86%D0%B5%D0%BF%D0%B8\"><\/span>\u0418\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u043e \u043f\u0440\u043e\u0433\u043d\u043e\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f: \u043f\u043e\u0433\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u0432 \u041c\u0430\u0440\u043a\u043e\u0432\u0441\u043a\u0438\u0435 \u0446\u0435\u043f\u0438<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041e\u0441\u043e\u0431\u0435\u043d\u043d\u043e \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u044b\u043c \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435\u043c \u041c\u0430\u0440\u043a\u043e\u0432\u0441\u043a\u0438\u0445 \u0446\u0435\u043f\u0435\u0439 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0438\u0445 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0432 \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0439 \u0433\u0440\u0430\u0444\u0438\u043a\u0438 \u0438 \u043a\u0438\u043d\u043e\u0438\u043d\u0434\u0443\u0441\u0442\u0440\u0438\u0438. \u0411\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u044d\u0442\u043e\u0439 \u043c\u043e\u0434\u0435\u043b\u0438 \u043c\u043e\u0436\u043d\u043e \u0441\u0433\u0435\u043d\u0435\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0440\u0435\u0430\u043b\u0438\u0441\u0442\u0438\u0447\u043d\u044b\u0435 \u0430\u043d\u0438\u043c\u0430\u0446\u0438\u0438 \u0438 \u044d\u0444\u0444\u0435\u043a\u0442\u044b \u0441\u043f\u0435\u0446\u044d\u0444\u0444\u0435\u043a\u0442\u043e\u0432 \u0432 \u043a\u0438\u043d\u043e. \u0422\u0430\u043a\u0436\u0435 \u041c\u0430\u0440\u043a\u043e\u0432\u0441\u043a\u0438\u0435 \u0446\u0435\u043f\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u0432 \u043e\u0431\u0440\u0430\u0431\u043e\u0442\u043a\u0435 \u0435\u0441\u0442\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0433\u043e \u044f\u0437\u044b\u043a\u0430 \u0438 \u0433\u0435\u043d\u0435\u0440\u0430\u0446\u0438\u0438 \u0442\u0435\u043a\u0441\u0442\u043e\u0432.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u0434\u0430\u043d\u043d\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043e\u0441\u043d\u043e\u0432\u044b \u041c\u0430\u0440\u043a\u043e\u0432\u0441\u043a\u0438\u0445 \u0446\u0435\u043f\u0435\u0439, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0440\u0435\u0430\u043b\u0438\u0437\u0443\u0435\u043c \u041c\u0430\u0440\u043a\u043e\u0432\u0441\u043a\u0438\u0435 \u0446\u0435\u043f\u0438 \u043d\u0430 Python.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/732424\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%90%D0%BB%D0%B3%D0%BE%D1%80%D0%B8%D1%82%D0%BC%D1%8B_%D0%B1%D1%8B%D1%81%D1%82%D1%80%D0%BE%D0%B3%D0%BE_%D0%B2%D0%BE%D0%B7%D0%B2%D0%B5%D0%B4%D0%B5%D0%BD%D0%B8%D1%8F_%D0%B2_%D1%81%D1%82%D0%B5%D0%BF%D0%B5%D0%BD%D1%8C\"><\/span>\u0410\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0431\u044b\u0441\u0442\u0440\u043e\u0433\u043e \u0432\u043e\u0437\u0432\u0435\u0434\u0435\u043d\u0438\u044f \u0432 \u0441\u0442\u0435\u043f\u0435\u043d\u044c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u043d\u0430\u0441\u0442\u043e\u044f\u0449\u0435\u0435 \u0432\u0440\u0435\u043c\u044f \u043c\u044b \u0443\u0436\u0435 \u0442\u0430\u043a \u043f\u0440\u0438\u0432\u044b\u043a\u043b\u0438 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0433\u043e\u0442\u043e\u0432\u044b\u043c\u0438 \u0440\u0435\u0448\u0435\u043d\u0438\u044f\u043c\u0438, \u0447\u0442\u043e \u043f\u0440\u0438 \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u0438 \u0432\u044b\u0441\u043e\u043a\u043e\u0443\u0440\u043e\u0432\u043d\u0435\u0432\u043e\u0433\u043e \u043a\u043e\u0434\u0430, \u0434\u0430\u0436\u0435 \u043d\u0435 \u0437\u0430\u0434\u0443\u043c\u044b\u0432\u0430\u0435\u043c\u0441\u044f \u043d\u0430\u0434 \u0442\u0435\u043c, \u0430 \u043a\u0430\u043a \u0432\u043e\u043e\u0431\u0449\u0435 \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u044b \u0442\u0435 \u0438\u043b\u0438 \u0438\u043d\u044b\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b. \u0418 \u0443\u0436 \u043a\u043e\u043d\u0435\u0447\u043d\u043e, \u043f\u0440\u0438 \u0432\u043e\u0437\u0432\u0435\u0434\u0435\u043d\u0438\u0438 \u0447\u0438\u0441\u0435\u043b \u0432 \u0441\u0442\u0435\u043f\u0435\u043d\u044c, \u043c\u044b \u043d\u0438\u043a\u043e\u0433\u0434\u0430 \u043d\u0435 \u0437\u0430\u0434\u0443\u043c\u044b\u0432\u0430\u0435\u043c\u0441\u044f \u043e \u0442\u043e\u043c, \u0430 \u043a\u0430\u043a \u0432\u043e\u043e\u0431\u0449\u0435 \u0432\u0441\u0435 \u044d\u0442\u043e \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043e. \u0418 \u043a\u0430\u043a\u0438\u0435 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u044e\u0442 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b \u0434\u043b\u044f \u044d\u0442\u043e\u0433\u043e?<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412\u043e\u0437\u0432\u0435\u0434\u0435\u043d\u0438\u0435 \u0447\u0438\u0441\u043b\u0430 \u0432 \u0441\u0442\u0435\u043f\u0435\u043d\u044c \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043e\u0434\u043d\u043e\u0439 \u0438\u0437 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0439 \u0432 \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u043a\u0435. \u0427\u0442\u043e \u0432\u043e\u043e\u0431\u0449\u0435 \u0442\u0430\u043a\u043e\u0435 \u0432\u043e\u0437\u0432\u0435\u0434\u0435\u043d\u0438\u0435 \u0432 \u0441\u0442\u0435\u043f\u0435\u043d\u044c? \u041a\u0430\u043a \u043d\u0430\u043c \u0438\u0437\u0432\u0435\u0441\u0442\u043d\u043e \u0435\u0449\u0435 \u0441\u043e \u0448\u043a\u043e\u043b\u044b \u2014 \u044d\u0442\u043e \u043c\u043d\u043e\u0433\u043e\u043a\u0440\u0430\u0442\u043d\u043e\u0435 \u0443\u043c\u043d\u043e\u0436\u0435\u043d\u0438\u0435 \u0447\u0438\u0441\u043b\u0430 \u043d\u0430 \u0441\u0435\u0431\u044f. \u041d\u043e \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0430 \u043a\u0440\u043e\u0435\u0442\u0441\u044f \u0432 \u0442\u043e\u043c, \u0447\u0442\u043e \u043f\u0440\u0438 \u0432\u043e\u0437\u0432\u0435\u0434\u0435\u043d\u0438\u0438 \u0431\u043e\u043b\u044c\u0448\u0438\u0445 \u0447\u0438\u0441\u0435\u043b \u0432 \u043e\u0447\u0435\u043d\u044c \u0431\u043e\u043b\u044c\u0448\u0438\u0435 \u0441\u0442\u0435\u043f\u0435\u043d\u0438 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u044f \u043c\u043e\u0433\u0443\u0442 \u0437\u0430\u043d\u044f\u0442\u044c \u043c\u043d\u043e\u0433\u043e \u0432\u0440\u0435\u043c\u0435\u043d\u0438.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/779396\/https:\/\/habr.com\/ru\/companies\/otus\/articles\/779396\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%94%D0%BB%D1%8F_%D0%BD%D0%B0%D1%87%D0%B8%D0%BD%D0%B0%D1%8E%D1%89%D0%B8%D1%85\"><\/span><strong><mark style=\"background-color:rgba(0, 0, 0, 0);color:#30399f\" class=\"has-inline-color\">\u0414\u043b\u044f \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0449\u0438\u0445<\/mark><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A1%D0%B0%D0%BC%D1%8B%D0%B5_%D1%80%D0%B0%D1%81%D0%BF%D1%80%D0%BE%D1%81%D1%82%D1%80%D0%B0%D0%BD%D0%B5%D0%BD%D0%BD%D1%8B%D0%B5_%D0%BB%D0%BE%D0%B3%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B8%D0%B5_%D0%BE%D1%88%D0%B8%D0%B1%D0%BA%D0%B8\"><\/span>\u0421\u0430\u043c\u044b\u0435 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0435 \u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043e\u0448\u0438\u0431\u043a\u0438<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0417\u043d\u0430\u043d\u0438\u0435 \u043e \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043e\u0432\u0430\u043d\u0438\u0438 \u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043e\u0448\u0438\u0431\u043e\u043a \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0432\u0430\u0436\u043d\u043e\u0439 \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0449\u0435\u0439 \u0440\u0430\u0437\u0432\u0438\u0442\u043e\u0433\u043e \u043a\u0440\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u043c\u044b\u0448\u043b\u0435\u043d\u0438\u044f. \u041a\u0440\u0438\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0435 \u043c\u044b\u0448\u043b\u0435\u043d\u0438\u0435 \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c \u0432\u0437\u0432\u0435\u0448\u0435\u043d\u043d\u044b\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u043a\u0430\u043a \u0432 \u043b\u0438\u0447\u043d\u043e\u0439 \u0436\u0438\u0437\u043d\u0438, \u0442\u0430\u043a \u0438 \u0432 \u0440\u0430\u0431\u043e\u0447\u0438\u0445 \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u044f\u0445, \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u0438 \u0432\u0435\u0441\u0442\u0438 \u043f\u0435\u0440\u0435\u0433\u043e\u0432\u043e\u0440\u044b. \u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u043c \u0441\u043f\u0438\u0441\u043e\u043a \u0438\u0437 24 \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0445 \u043b\u043e\u0433\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u043e\u0448\u0438\u0431\u043e\u043a \u0441 \u043e\u0431\u044a\u044f\u0441\u043d\u0435\u043d\u0438\u0435\u043c \u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u043c\u0438.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/747938\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9E%D1%81%D0%BD%D0%BE%D0%B2%D1%8B_%D0%BE%D0%BF%D0%B5%D1%80%D0%B0%D1%86%D0%B8%D0%BE%D0%BD%D0%BD%D1%8B%D1%85_%D1%81%D0%B8%D1%81%D1%82%D0%B5%D0%BC\"><\/span>\u041e\u0441\u043d\u043e\u0432\u044b \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0426\u0435\u043b\u044c \u0434\u0430\u043d\u043d\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0438&nbsp;\u2014 \u0440\u0430\u0437\u043e\u0431\u0440\u0430\u0442\u044c\u0441\u044f \u0432&nbsp;\u043e\u0441\u043d\u043e\u0432\u0430\u0445 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c. \u041c\u044b \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0442\u043e, \u0447\u0442\u043e&nbsp;\u0434\u0435\u043b\u0430\u0435\u0442 \u041e\u0421 \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u043c\u0438 \u0438 \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u043c\u0438, \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043e\u0431&nbsp;\u0438\u0445 \u0438\u0441\u0442\u043e\u0440\u0438\u0438 \u0438 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f\u0445. \u0421\u0442\u0430\u0442\u044c\u044f \u0431\u0443\u0434\u0435\u0442 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u0430 \u043d\u043e\u0432\u0438\u0447\u043a\u0430\u043c, \u043a\u043e\u0442\u043e\u0440\u044b\u043c \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e \u0440\u0430\u0437\u043e\u0431\u0440\u0430\u0442\u044c\u0441\u044f \u0432&nbsp;\u043e\u0441\u043d\u043e\u0432\u0430\u0445 \u041e\u0421.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/728394\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"10_%D0%B8%D0%B3%D1%80_%D0%B4%D0%BB%D1%8F_%D0%B8%D0%B7%D1%83%D1%87%D0%B5%D0%BD%D0%B8%D1%8F_JavaScript\"><\/span>10 \u0438\u0433\u0440 \u0434\u043b\u044f \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044f JavaScript<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0418\u0437\u0443\u0447\u0430\u0442\u044c \u044f\u0437\u044b\u043a, \u0438\u0433\u0440\u0430\u044f \u0432 \u0438\u0433\u0440\u044b, \u043e\u0447\u0435\u043d\u044c \u0432\u0435\u0441\u0435\u043b\u043e, \u0430 \u0434\u043b\u044f \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043b\u044e\u0434\u0435\u0439 \u044d\u0442\u043e \u043e\u0442\u043b\u0438\u0447\u043d\u044b\u0439 \u0441\u043f\u043e\u0441\u043e\u0431 \u043d\u0430\u0433\u043b\u044f\u0434\u043d\u043e\u0433\u043e \u0432\u043e\u0441\u043f\u0440\u0438\u044f\u0442\u0438\u044f \u044f\u0437\u044b\u043a\u0430. \u0411\u0435\u0437 \u043b\u0438\u0448\u043d\u0438\u0445 \u0441\u043b\u043e\u0432, \u0432\u043e\u0442 \u0434\u0435\u0441\u044f\u0442\u044c \u0444\u0430\u043d\u0442\u0430\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0445 \u0438\u0433\u0440, \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0432\u044b \u043c\u043e\u0436\u0435\u0442\u0435 \u0438\u0437\u0443\u0447\u0430\u0442\u044c JavaScript.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/739946\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Roadmap_%D0%B4%D0%BB%D1%8F_%D0%B8%D0%B7%D1%83%D1%87%D0%B5%D0%BD%D0%B8%D1%8F_Java\"><\/span>Roadmap \u0434\u043b\u044f \u0438\u0437\u0443\u0447\u0435\u043d\u0438\u044f Java <span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u0441\u0442\u0430\u0442\u044c\u0435 \u044f \u043f\u0435\u0440\u0435\u0447\u0438\u0441\u043b\u044e \u0440\u044f\u0434 \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432 \u0432\u043c\u0435\u0441\u0442\u0435 \u0441 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435\u043c \u0438\u0445 \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u044f. \u041d\u043e \u043f\u043e \u0431\u043e\u043b\u044c\u0448\u043e\u043c\u0443 \u0441\u0447\u0435\u0442\u0443 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 Java \u0434\u0435\u043b\u0438\u0442\u0441\u044f \u043d\u0430 3 \u044d\u0442\u0430\u043f\u0430: \u043e\u0441\u043d\u043e\u0432\u044b Java, \u0448\u0430\u0431\u043b\u043e\u043d\u044b \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0438 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u044c Java.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/742158\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9F%D1%80%D0%B8%D0%BD%D1%86%D0%B8%D0%BF%D1%8B_%D0%9E%D0%9E%D0%9F_%D0%B2_%D0%BF%D1%80%D0%B8%D0%BC%D0%B5%D1%80%D0%B0%D1%85_%D0%B4%D0%BB%D1%8F_%D0%BD%D0%B0%D1%87%D0%B8%D0%BD%D0%B0%D1%8E%D1%89%D0%B8%D1%85\"><\/span>\u041f\u0440\u0438\u043d\u0446\u0438\u043f\u044b \u041e\u041e\u041f \u0432 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u0445 \u0434\u043b\u044f \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0449\u0438\u0445<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u0435\u043b\u044c \u0438 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c \u043a\u0443\u0440\u0441\u043e\u0432 \u043f\u043e C# \u044f \u0432\u0438\u0436\u0443, \u0447\u0442\u043e \u0447\u0430\u0441\u0442\u043e \u0443 \u043b\u044e\u0434\u0435\u0439, \u043d\u0430\u0447\u0438\u043d\u0430\u044e\u0449\u0438\u0445 \u0438\u0437\u0443\u0447\u0430\u0442\u044c \u044d\u0442\u043e\u0442 \u044f\u0437\u044b\u043a, \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u044b \u041e\u0431\u044a\u0435\u043a\u0442\u043d\u043e-\u041e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u041f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0432\u044b\u0437\u044b\u0432\u0430\u044e\u0442 \u0437\u0430\u0442\u0440\u0443\u0434\u043d\u0435\u043d\u0438\u044f \u0432 \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u0438. \u0410 \u0442\u0430\u043a \u043a\u0430\u043a \u043e\u0434\u0438\u043d \u0438\u0437 \u043b\u0443\u0447\u0448\u0438\u0445 \u0441\u043f\u043e\u0441\u043e\u0431\u043e\u0432 \u0447\u0442\u043e-\u0442\u043e \u043f\u043e\u043d\u044f\u0442\u044c, \u044d\u0442\u043e \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435 \u043d\u0430 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u0445, \u0442\u043e \u044f \u0440\u0435\u0448\u0438\u043b \u043d\u0430\u043f\u0438\u0441\u0430\u0442\u044c \u0441\u0442\u0430\u0442\u044c\u044e \u0441 \u043f\u0440\u0438\u043c\u0435\u0440\u0430\u043c\u0438 \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u043e\u0432. \u0420\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u044e \u043d\u0430\u0439\u0442\u0438 \u043a\u0430\u043a\u0443\u044e-\u043d\u0438\u0431\u0443\u0434\u044c \u0441\u0442\u0430\u0442\u044c\u044e \u0438\u043b\u0438 \u043a\u043d\u0438\u0433\u0443, \u0433\u0434\u0435 \u043f\u0440\u043e\u0447\u0438\u0442\u0430\u0442\u044c \u043e\u0441\u043d\u043e\u0432\u043d\u0443\u044e \u0442\u0435\u043e\u0440\u0438\u044e, \u0430 \u0432 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u0443\u0436\u0435 \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c \u043f\u0440\u0438\u043c\u0435\u0440\u044b \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u044d\u0442\u043e\u0439 \u0442\u0435\u043e\u0440\u0438\u0438, \u0447\u0442\u043e\u0431\u044b \u043f\u043e\u043d\u044f\u0442\u044c \u0435\u0451 \u043b\u0443\u0447\u0448\u0435.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/764266\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%98%D1%81%D1%87%D0%B5%D1%80%D0%BF%D1%8B%D0%B2%D0%B0%D1%8E%D1%89%D0%B5%D0%B5_%D1%80%D1%83%D0%BA%D0%BE%D0%B2%D0%BE%D0%B4%D1%81%D1%82%D0%B2%D0%BE_%D0%BF%D0%BE_%D1%80%D0%B0%D0%B7%D0%BB%D0%B8%D1%87%D0%BD%D1%8B%D0%BC_%D1%82%D0%B8%D0%BF%D0%B0%D0%BC_API\"><\/span>\u0418\u0441\u0447\u0435\u0440\u043f\u044b\u0432\u0430\u044e\u0449\u0435\u0435 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u043e \u043f\u043e \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u043c \u0442\u0438\u043f\u0430\u043c API<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">API (Application Programming Interface, \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f), \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0436\u0438\u0437\u043d\u0435\u043d\u043d\u043e \u0432\u0430\u0436\u043d\u044b\u043c \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u043e\u043c \u0432 \u0441\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e\u043c \u043b\u0430\u043d\u0434\u0448\u0430\u0444\u0442\u0435 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u044f, \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u044f \u0441\u0442\u0440\u043e\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0431\u043b\u043e\u043a\u0438 \u0434\u043b\u044f \u0432\u0437\u0430\u0438\u043c\u043e\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u044f \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u0434\u0440\u0443\u0433 \u0441 \u0434\u0440\u0443\u0433\u043e\u043c. \u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043f\u044f\u0442\u044c \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u0442\u0438\u043f\u043e\u0432 API: REST, SOAP, WebSocket, gRPC \u0438 GraphQL, \u0447\u0442\u043e\u0431\u044b \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0431\u043e\u043b\u0435\u0435 \u0447\u0435\u0442\u043a\u043e\u0435 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043e\u0431 \u0438\u0445 \u0444\u0443\u043d\u043a\u0446\u0438\u044f\u0445, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u044f\u0445 \u0438 \u0438\u0434\u0435\u0430\u043b\u044c\u043d\u044b\u0445 \u0441\u0446\u0435\u043d\u0430\u0440\u0438\u044f\u0445 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u044f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/737610\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h1 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9D%D0%B0%D1%83%D1%87%D0%BD%D0%BE-%D0%BF%D0%BE%D0%BF%D1%83%D0%BB%D1%8F%D1%80%D0%BD%D0%BE%D0%B5\"><\/span><strong><mark style=\"background-color:rgba(0, 0, 0, 0);color:#30399f\" class=\"has-inline-color\">\u041d\u0430\u0443\u0447\u043d\u043e-\u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u043e\u0435<\/mark><\/strong><span class=\"ez-toc-section-end\"><\/span><\/h1>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%97%D0%B0%D1%87%D0%B5%D0%BC_%D0%BD%D0%B0%D0%BC_%D0%BD%D1%83%D0%B6%D0%BD%D1%8B_%D0%BA%D0%BE%D0%BB%D0%BE%D0%BD%D0%B8%D0%B8_%D0%B7%D0%B0_%D0%BF%D1%80%D0%B5%D0%B4%D0%B5%D0%BB%D0%B0%D0%BC%D0%B8_%D0%97%D0%B5%D0%BC%D0%BB%D0%B8\"><\/span>\u0417\u0430\u0447\u0435\u043c \u043d\u0430\u043c \u043d\u0443\u0436\u043d\u044b \u043a\u043e\u043b\u043e\u043d\u0438\u0438 \u0437\u0430 \u043f\u0440\u0435\u0434\u0435\u043b\u0430\u043c\u0438 \u0417\u0435\u043c\u043b\u0438<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0435 \u0432\u0440\u0435\u043c\u044f \u0437\u0430\u043d\u0438\u043c\u0430\u044e\u0441\u044c \u0432\u0441\u0435 \u0431\u043e\u043b\u044c\u0448\u0435 \u044f\u0437\u044b\u043a\u043e\u0432\u044b\u043c\u0438 \u043c\u043e\u0434\u0435\u043b\u044f\u043c\u0438 \u0438 \u0442\u0435\u043c, \u0447\u0442\u043e \u0441\u0435\u0439\u0447\u0430\u0441 \u043f\u0440\u0438\u043d\u044f\u0442\u043e \u043d\u0430\u0437\u044b\u0432\u0430\u0442\u044c \u0438\u0441\u043a\u0443\u0441\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u043c \u0438\u043d\u0442\u0435\u043b\u043b\u0435\u043a\u0442\u043e\u043c. \u041e\u0449\u0443\u0449\u0430\u044e \u0441\u0435\u0431\u044f \u043d\u0430 \u043f\u0435\u0440\u0435\u0434\u043e\u0432\u043e\u043c \u043a\u0440\u0430\u0435 \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438. \u0418 \u0447\u0430\u0441\u0442\u043e \u0437\u0430\u0434\u0443\u043c\u044b\u0432\u0430\u044e\u0441\u044c \u043e \u0442\u043e\u043c, \u0447\u0442\u043e \u043d\u0430\u0441, \u043b\u044e\u0434\u0435\u0439, \u0434\u0432\u0438\u0436\u0435\u0442 \u0432\u043f\u0435\u0440\u0435\u0434? \u041f\u043e\u044d\u0442\u043e\u043c\u0443, \u0441\u0435\u0433\u043e\u0434\u043d\u044f \u0437\u0430\u0445\u043e\u0442\u0435\u043b\u043e\u0441\u044c \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c \u043d\u0430 \u043e\u0442\u0432\u043b\u0435\u0447\u0435\u043d\u043d\u0443\u044e \u0442\u0435\u043c\u0443, \u0430 \u0438\u043c\u0435\u043d\u043d\u043e \u043e\u0431 \u043e\u0441\u0432\u043e\u0435\u043d\u0438\u0438 \u043a\u043e\u0441\u043c\u043e\u0441\u0430. \u0425\u043e\u0447\u0443 \u0437\u0430\u0440\u0430\u043d\u0435\u0435 \u043f\u0440\u0435\u0434\u0443\u043f\u0440\u0435\u0434\u0438\u0442\u044c, \u0447\u0442\u043e \u043d\u0435 \u044f\u0432\u043b\u044f\u044e\u0441\u044c \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u043c \u0432 \u0434\u0430\u043d\u043d\u043e\u0439 \u043e\u0431\u043b\u0430\u0441\u0442\u0438. \u041c\u043d\u043e\u0433\u043e\u0435 \u0438\u0437 \u0442\u043e\u0433\u043e, \u0447\u0442\u043e \u0431\u0443\u0434\u0435\u0442 \u0441\u043a\u0430\u0437\u0430\u043d\u043e \u0432 \u0441\u0442\u0430\u0442\u044c\u0435, \u043d\u0435 \u0431\u043e\u043b\u0435\u0435, \u0447\u0435\u043c \u0433\u0438\u043f\u043e\u0442\u0435\u0437\u044b. \u0422\u0430\u043a \u0447\u0442\u043e, \u043d\u0435 \u0441\u0443\u0434\u0438\u0442\u0435 \u0441\u0442\u0440\u043e\u0433\u043e. \u0421\u043e \u0441\u0432\u043e\u0435\u0439 \u0441\u0442\u043e\u0440\u043e\u043d\u044b \u043c\u043e\u0433\u0443 \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c, \u0447\u0442\u043e \u0432 \u0441\u0442\u0430\u0442\u044c\u0435 \u0431\u0443\u0434\u0435\u0442 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043d\u0435\u0431\u0430\u043d\u0430\u043b\u044c\u043d\u044b\u0445 \u043c\u043e\u043c\u0435\u043d\u0442\u043e\u0432, \u043e \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0432\u044b \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u043d\u0435 \u0441\u043b\u044b\u0448\u0430\u043b\u0438. \u041d\u0430\u0434\u0435\u044e\u0441\u044c, \u0432\u0430\u043c \u0431\u0443\u0434\u0435\u0442 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u043e.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/761044\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9C%D1%8B_%D0%B6%D0%B8%D0%B2%D0%B5%D0%BC_%D0%B2_%D0%BA%D0%BE%D0%BC%D0%BF%D1%8C%D1%8E%D1%82%D0%B5%D1%80%D0%BD%D0%BE%D0%B9_%D1%81%D0%B8%D0%BC%D1%83%D0%BB%D1%8F%D1%86%D0%B8%D0%B8_%D0%9C%D0%BD%D0%B5%D0%BD%D0%B8%D0%B5_%D0%BF%D1%80%D0%BE%D0%B3%D1%80%D0%B0%D0%BC%D0%BC%D0%B8%D1%81%D1%82%D0%B0\"><\/span>\u041c\u044b \u0436\u0438\u0432\u0435\u043c \u0432 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0439 \u0441\u0438\u043c\u0443\u043b\u044f\u0446\u0438\u0438. \u041c\u043d\u0435\u043d\u0438\u0435 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u0430<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041c\u0435\u043d\u044f \u0437\u043e\u0432\u0443\u0442 \u0418\u0433\u043e\u0440\u044c \u0417\u0432\u044f\u0433\u0438\u043d, \u044f \u043f\u0440\u043e\u0444\u0435\u0441\u0441\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u044b\u0439 \u0432\u0435\u0431-\u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a, \u043d\u0430 \u0442\u0435\u043a\u0443\u0449\u0438\u0439 \u043c\u043e\u043c\u0435\u043d\u0442 \u0441 7-\u043b\u0435\u0442\u043d\u0438\u043c \u043e\u043f\u044b\u0442\u043e\u043c \u0438 \u0432 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u044f \u0445\u043e\u0447\u0443 \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u0430\u0442\u044c, \u043a\u0430\u043a \u043f\u0440\u0438\u0448\u0435\u043b \u043a \u043c\u043d\u0435\u043d\u0438\u044e, \u0447\u0442\u043e \u043c\u044b \u0436\u0438\u0432\u0435\u043c \u0432 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u043e\u0439 \u0441\u0438\u043c\u0443\u043b\u044f\u0446\u0438\u0438, \u043f\u043e\u0447\u0435\u043c\u0443 \u044d\u0442\u043e \u043d\u0435 \u0442\u0440\u0435\u0432\u043e\u0436\u0438\u0442, \u0430 \u043d\u0430\u043e\u0431\u043e\u0440\u043e\u0442 \u0438 \u043a\u0430\u043a\u0438\u0435 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u044b\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u044d\u0442\u043e \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u044f \u0431\u0443\u0434\u0443 \u0441\u0441\u044b\u043b\u0430\u0442\u044c\u0441\u044f \u043d\u0430 \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043d\u0430\u0443\u0447\u043d\u044b\u0435 \u0434\u0430\u043d\u043d\u044b\u0435, \u043d\u0430 \u0441\u043b\u0443\u0447\u0430\u0438 \u0438\u0437 \u043c\u043e\u0435\u0439 \u0436\u0438\u0437\u043d\u0438 \u0438 \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u044b \u043b\u044e\u0434\u0435\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u043c \u044f \u0434\u043e\u0432\u0435\u0440\u044f\u044e.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/751350\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435\">\u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435<\/a><\/strong><\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/otus.ru\/events\/near\/?utm_source=oj&amp;utm_medium=affilate&amp;utm_campaign=otus&amp;mxm=[[hash_metrika]]&amp;relogin=True&amp;token=[[token]]\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"370\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/01\/Habr_banner-1024x370.png\" alt=\"\u0411\u043e\u043b\u044c\u0448\u043e\u0439 \u0434\u0430\u0439\u0434\u0436\u0435\u0441\u0442: \u043b\u0443\u0447\u0448\u0438\u0435 \u0441\u0442\u0430\u0442\u044c\u0438 \u0437\u0430 2023 \u0433\u043e\u0434 \u0432 \u0431\u043b\u043e\u0433\u0435 OTUS \u043d\u0430 \u0425\u0430\u0431\u0440\" class=\"wp-image-8733\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/01\/Habr_banner-1024x370.png 1024w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/01\/Habr_banner-300x108.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/01\/Habr_banner-150x54.png 150w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/01\/Habr_banner-768x278.png 768w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/01\/Habr_banner-1536x555.png 1536w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/01\/Habr_banner.png 1560w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" 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\u043e\u0441\u0432\u0435\u0449\u0435\u043d\u043d\u043e\u043c\u0443 \u043b\u0435\u0441\u0443 \u0441\u0432\u043e\u0435\u0433\u043e \u043a\u043e\u0434\u0430. \u041f\u043e\u0432\u0435\u0440\u044c\u0442\u0435 \u043c\u043d\u0435, \u043a\u043e\u0433\u0434\u0430 \u043f\u043e\u0437\u0436\u0435 \u0432\u0430\u043c \u043f\u043e\u043d\u0430\u0434\u043e\u0431\u0438\u0442\u0441\u044f \u043d\u0430\u0439\u0442\u0438 \u0434\u043e\u0440\u043e\u0433\u0443 \u043e\u0431\u0440\u0430\u0442\u043d\u043e, \u044d\u0442\u043e\u0442 \u043b\u0435\u0441 \u043f\u043e\u043a\u0430\u0436\u0435\u0442\u0441\u044f \u0442\u0435\u043c\u043d\u044b\u043c, \u0442\u0443\u043c\u0430\u043d\u043d\u044b\u043c \u0438 \u0437\u043b\u043e\u0432\u0435\u0449\u0438\u043c. \u0417\u0432\u0443\u0447\u0438\u0442 \u043f\u0440\u043e\u0441\u0442\u043e, \u043d\u043e \u043d\u0430 \u0434\u0435\u043b\u0435 \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u044d\u0442\u043e \u043e\u0447\u0435\u043d\u044c \u0441\u043b\u043e\u0436\u043d\u043e. \u0420\u0430\u0437\u0431\u0435\u0440\u0435\u043c \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e \u0448\u0435\u0441\u0442\u044c \u043f\u0440\u043e\u0431\u043b\u0435\u043c, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0443\u0445\u0443\u0434\u0448\u0430\u044e\u0442 [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":8734,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[4,1],"tags":[308,219,203],"class_list":["post-8729","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-polza","category-pro-it","tag-dajdzhest","tag-podborka-statej","tag-habr-2"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.8 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u041f\u043e\u0447\u0435\u043c\u0443 \u0432 \u0432\u0430\u0448\u0435\u043c \u043a\u043e\u0434\u0435 \u0442\u0430\u043a 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