{"id":3056,"date":"2022-02-21T10:49:26","date_gmt":"2022-02-21T10:49:26","guid":{"rendered":"https:\/\/otus.ru\/journal\/?p=3056"},"modified":"2022-02-21T10:49:27","modified_gmt":"2022-02-21T10:49:27","slug":"meropriyatiya-v-otus-15","status":"publish","type":"post","link":"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-15\/","title":{"rendered":"\u041c\u0435\u0440\u043e\u043f\u0440\u0438\u044f\u0442\u0438\u044f \u0432 OTUS"},"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 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/span><\/a><\/span><\/div>\n<nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-15\/#21_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_15_00\" title=\"21 \u0444\u0435\u0432\u0440\u0430\u043b\u044f\u00a0\/\/ 15:00\">21 \u0444\u0435\u0432\u0440\u0430\u043b\u044f\u00a0\/\/ 15:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-15\/#21_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00\" title=\"21 \u0444\u0435\u0432\u0440\u0430\u043b\u044f\u00a0\/\/ 20:00\">21 \u0444\u0435\u0432\u0440\u0430\u043b\u044f\u00a0\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-15\/#21_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-2\" title=\"21 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00\">21 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-15\/#21_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-3\" title=\"21 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00\">21 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-15\/#21_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-4\" title=\"21 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00\">21 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-15\/#22_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00\" title=\"22 \u0444\u0435\u0432\u0440\u0430\u043b\u044f\u00a0\/\/ 20:00\">22 \u0444\u0435\u0432\u0440\u0430\u043b\u044f\u00a0\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-15\/#22_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-2\" title=\"22 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00\">22 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-15\/#22_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-3\" title=\"22 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00\">22 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-15\/#22_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-4\" title=\"22 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00\">22 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-15\/#22_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-5\" title=\"22 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00\">22 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-15\/#24_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00\" title=\"24 \u0444\u0435\u0432\u0440\u0430\u043b\u044f\u00a0\/\/ 20:00\">24 \u0444\u0435\u0432\u0440\u0430\u043b\u044f\u00a0\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-15\/#24_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-2\" title=\"24 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00\">24 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-15\/#24_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-3\" title=\"24 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00\">24 \u0444\u0435\u0432\u0440\u0430\u043b\u044f&nbsp;\/\/ 20:00<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/otus.ru\/journal\/meropriyatiya-v-otus-15\/#25_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00\" title=\"25 \u0444\u0435\u0432\u0440\u0430\u043b\u044f\u00a0\/\/ 20:00\">25 \u0444\u0435\u0432\u0440\u0430\u043b\u044f\u00a0\/\/ 20:00<\/a><\/li><\/ul><\/nav><\/div>\n\n<p><\/p>\n\n\n\n<p>\u041f\u0440\u043e\u0434\u043e\u043b\u0436\u0430\u0435\u043c \u0443\u0447\u0438\u0442\u044c\u0441\u044f \u0432 \u0444\u0435\u0432\u0440\u0430\u043b\u0435!<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-luminous-vivid-amber-background-color has-luminous-vivid-amber-color\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"21_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_15_00\"><\/span>2<strong>1 \u0444\u0435\u0432\u0440\u0430\u043b\u044f<\/strong>\u00a0\/\/ 15:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/sdZW\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong>\u041a\u0410\u041a \u041d\u0410\u0427\u0410\u0422\u042c \u041a\u0410\u0420\u042c\u0415\u0420\u0423 \u0412 DATA SCIENCE \u0418 \u041f\u0420\u0418 \u0427\u0415\u041c \u0422\u0423\u0422 \u041c\u0410\u0422\u0415\u041c\u0410\u0422\u0418\u041a\u0410<\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>Data Science &#8212; \u0432\u043e\u0441\u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u043d\u0430\u044f \u0438 \u0431\u044b\u0441\u0442\u0440\u043e\u0440\u0430\u0441\u0442\u0443\u0449\u0430\u044f \u043e\u0431\u043b\u0430\u0441\u0442\u044c. \u041a\u0430\u043a \u0432\u044b\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043a\u0430\u0440\u044c\u0435\u0440\u0443 \u0432 DS? \u041a\u0430\u043a\u0438\u0445 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u0432 \u0438\u0449\u0443\u0442 \u0440\u0430\u0431\u043e\u0442\u043e\u0434\u0430\u0442\u0435\u043b\u0438? \u041a\u0430\u043a\u0438\u0435 \u043a\u0435\u0439\u0441\u044b \u043c\u043e\u0433\u0443\u0442 \u043f\u043e\u043f\u0430\u0441\u0442\u044c\u0441\u044f \u043d\u0430 \u0441\u043e\u0431\u0435\u0441\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0438? \u0417\u0430\u0447\u0435\u043c \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u0430\u043c DS \u043d\u0443\u0436\u043d\u0430 \u043c\u0430\u0442\u0435\u043c\u0430\u0442\u0438\u043a\u0430? \u041f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043e\u0431 \u044d\u0442\u043e\u043c \u043d\u0430 \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u043c \u0432\u0435\u0431\u0438\u043d\u0430\u0440\u0435 21 \u0444\u0435\u0432\u0440\u0430\u043b\u044f, \u0432 15:00! \u0414\u043c\u0438\u0442\u0440\u0438\u0439 \u0421\u0435\u0440\u0433\u0435\u0435\u0432, Head of Data Science \u0432 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 WeatherWell, \u043f\u043e\u0434\u0435\u043b\u0438\u0442\u0441\u044f \u0441\u0432\u043e\u0438\u043c \u043e\u043f\u044b\u0442\u043e\u043c, \u0440\u0430\u0441\u0441\u043a\u0430\u0436\u0435\u0442, \u043a\u0430\u043a \u0433\u0440\u0430\u043c\u043e\u0442\u043d\u043e \u0432\u044b\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0441\u0432\u043e\u0439 \u043a\u0430\u0440\u044c\u0435\u0440\u043d\u044b\u0439 \u0442\u0440\u0435\u043a \u0438 \u043e\u0442\u0432\u0435\u0442\u0438\u0442 \u043d\u0430 \u0432\u0430\u0448\u0438 \u0432\u043e\u043f\u0440\u043e\u0441\u044b!<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-vivid-purple-background-color has-vivid-purple-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"21_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00\"><\/span>2<strong>1 \u0444\u0435\u0432\u0440\u0430\u043b\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/8dKd\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong>\u0424\u0443\u043d\u043a\u0446\u0438\u0438-\u043f\u043e\u043c\u043e\u0449\u043d\u0438\u043a\u0438: map, filter, reduce<\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u0443\u0440\u043e\u043a\u0435 \u043f\u043e\u0437\u043d\u0430\u043a\u043e\u043c\u0438\u043c\u0441\u044f \u0441 \u0444\u0443\u043d\u043a\u0446\u0438\u044f\u043c\u0438-\u043f\u043e\u043c\u043e\u0449\u043d\u0438\u043a\u0430\u043c\u0438 map, filter, reduce;<br>\u0423\u0437\u043d\u0430\u0435\u043c \u0433\u0434\u0435 \u043e\u043d\u0438 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u044e\u0442\u0441\u044f \u0438 \u043a\u0430\u043a \u0438\u0445 \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-vivid-purple-background-color has-vivid-purple-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"21_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-2\"><\/span>2<strong>1 \u0444\u0435\u0432\u0440\u0430\u043b\u044f<\/strong>&nbsp;\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/dfnD\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong>\u0412\u041d\u0423\u0422\u0420\u0415\u041d\u041d\u0415\u0415 \u0423\u0421\u0422\u0420\u041e\u0419\u0421\u0422\u0412\u041e \u041a\u0410\u041d\u0410\u041b\u041e\u0412 GO<\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u0437\u0430\u043d\u044f\u0442\u0438\u0438 \u0432\u044b \u0443\u0437\u043d\u0430\u0435\u0442\u0435: <\/p>\n\n\n\n<p>&#8212; \u0447\u0442\u043e \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442 \u043f\u043e\u0434 \u043a\u0430\u043f\u043e\u0442\u043e\u043c, \u043a\u043e\u0433\u0434\u0430 Go \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0441 \u043a\u0430\u043d\u0430\u043b\u0430\u043c\u0438; <\/p>\n\n\n\n<p>&#8212; \u043a\u043e\u0433\u0434\u0430 \u043a\u0430\u043d\u0430\u043b\u044b \u0431\u0435\u0437 \u0431\u0443\u0444\u0435\u0440\u0430 \u043b\u0443\u0447\u0448\u0435, \u0447\u0435\u043c \u0441 \u0431\u0443\u0444\u0435\u0440\u043e\u043c; <\/p>\n\n\n\n<p>&#8212; \u0438 \u043a\u0430\u043a \u0437\u0430\u043f\u0438\u0441\u0430\u0442\u044c \u0434\u0430\u043d\u043d\u044b\u0435 \u0438\u0437 \u043e\u0434\u043d\u043e\u0439 \u0433\u043e\u0440\u0443\u0442\u0438\u043d\u044b \u0432 \u0441\u0442\u044d\u043a \u0434\u0440\u0443\u0433\u043e\u0439 \ud83d\ude31<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-vivid-purple-background-color has-vivid-purple-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"21_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-3\"><\/span>2<strong>1 \u0444\u0435\u0432\u0440\u0430\u043b\u044f<\/strong>&nbsp;\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/35dH\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong>\u0421\u0438\u0441\u0442\u0435\u043c\u044b \u043b\u043e\u0433\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f (ELK, EFK, Graylog2)<\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u0443\u0440\u043e\u043a\u0435 \u0441\u0440\u0430\u0432\u043d\u0438\u043c \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u043b\u043e\u0433\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f, \u043f\u0440\u0438\u0441\u0443\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0445 \u043d\u0430 \u0440\u044b\u043d\u043a\u0435: ELK, EFK \u2014 fluentd, Graylog2.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-vivid-purple-background-color has-vivid-purple-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"21_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-4\"><\/span>2<strong>1 \u0444\u0435\u0432\u0440\u0430\u043b\u044f<\/strong>&nbsp;\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/mkVT\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong>SOLID \u041a\u0410\u041a \u0423\u0421\u041b\u041e\u0412\u0418\u0415 \u041f\u041e\u0421\u0422\u041e\u042f\u041d\u041d\u041e\u0419 \u0421\u041a\u041e\u0420\u041e\u0421\u0422\u0418 \u0420\u0410\u0417\u0420\u0410\u0411\u041e\u0422\u041a<\/strong><\/strong>\u0418\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u0415\u0449\u0435 \u0432 60-\u0435 \u0433\u043e\u0434\u044b \u043f\u0440\u043e\u0448\u043b\u043e\u0433\u043e \u0432\u0435\u043a\u0430 \u0431\u044b\u043b\u043e \u0437\u0430\u043c\u0435\u0447\u0435\u043d\u043e, \u0447\u0442\u043e \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u044c \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u041f\u041e \u043f\u0430\u0434\u0430\u0435\u0442 \u043f\u043e \u043c\u0435\u0440\u0435 \u0440\u043e\u0441\u0442\u0430 \u0440\u0430\u0437\u043c\u0435\u0440\u0430 \u043f\u0440\u043e\u0435\u043a\u0442\u0430. \u0418\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438 \u043d\u0435 \u043c\u043e\u0433\u0443\u0442 \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c \u0442\u0435\u043d\u0434\u0435\u043d\u0446\u0438\u0438, \u0430 \u043b\u0438\u0448\u044c \u0437\u0430\u043c\u0435\u0434\u043b\u0438\u0442\u044c \u0438 \u043e\u0442\u0441\u0440\u043e\u0447\u0438\u0442\u044c \u043d\u0435\u0438\u0437\u0431\u0435\u0436\u043d\u043e\u0435. SOLID \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043e\u0434\u043d\u043e\u0439 \u0438\u0437 \u043f\u0440\u0430\u043a\u0442\u0438\u043a, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0433\u0430\u0440\u0430\u043d\u0442\u0438\u0440\u0443\u0435\u0442 \u043d\u0435\u0438\u0437\u043c\u0435\u043d\u043d\u043e\u0441\u0442\u044c \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438. \u041d\u0430 \u044d\u0442\u043e\u043c \u0443\u0440\u043e\u043a\u0435 \u043c\u044b \u0440\u0430\u0437\u0431\u0435\u0440\u0435\u043c, \u043f\u043e\u0447\u0435\u043c\u0443 SOLID \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u044b \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u044b\u043c \u0443\u0441\u043b\u043e\u0432\u0438\u0435\u043c \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u044f \u0441\u043a\u043e\u0440\u043e\u0441\u0442\u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438, \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043f\u0440\u043e\u0441\u0442\u043e\u0439 \u0438 \u043f\u043e\u043d\u044f\u0442\u043d\u044b\u0439 \u043c\u0435\u0445\u0430\u043d\u0438\u0437\u043c \u0438\u0445 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0434\u043b\u044f \u043f\u043e\u043b\u0443\u0447\u0435\u043d\u0438\u044f \u043f\u043e\u0432\u0442\u043e\u0440\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u043c\u043e\u0433\u043e \u043a\u043e\u0434\u0430.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-vivid-purple-background-color has-vivid-purple-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"22_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00\"><\/span>2<strong>2 \u0444\u0435\u0432\u0440\u0430\u043b\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/tT9S\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong>ALLURE REPORT<\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u0425\u043e\u0440\u043e\u0448\u0438\u0435 \u0430\u0432\u0442\u043e\u0442\u0435\u0441\u0442\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u0440\u0430\u0437\u043d\u044b\u043c\u0438 \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0430\u043c\u0438 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438: \u043c\u0435\u043d\u0435\u0434\u0436\u0435\u0440\u0430\u043c\u0438, \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0430\u043c\u0438, \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u0430\u043c\u0438 \u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0430\u043c\u0438. \u041d\u0430 \u0434\u0430\u043d\u043d\u043e\u043c \u041e\u0423 \u043c\u044b \u043f\u043e\u0437\u043d\u0430\u043a\u043e\u043c\u0438\u043c\u0441\u044f \u0441 \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u043e\u043c Allure Report, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043e\u0442\u0447\u0435\u0442\u044b \u043f\u043e \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0430\u043c \u043f\u0440\u043e\u0445\u043e\u0436\u0434\u0435\u043d\u0438\u044f \u0430\u0432\u0442\u043e\u0442\u0435\u0441\u0442\u043e\u0432, \u043f\u043e\u043d\u044f\u0442\u043d\u044b\u0435 \u0432\u0441\u0435\u043c \u0443\u0447\u0430\u0441\u0442\u043d\u0438\u043a\u0430\u043c \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430. \u0423\u0440\u043e\u043a \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u0442 \u0410\u0440\u0442\u0435\u043c \u0415\u0440\u043e\u0448\u0435\u043d\u043a\u043e &#8212; \u0438\u043d\u0436\u0435\u043d\u0435\u0440 \u043f\u043e \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044e \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 Qameta Software.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-vivid-purple-background-color has-vivid-purple-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"22_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-2\"><\/span>2<strong>2 \u0444\u0435\u0432\u0440\u0430\u043b\u044f<\/strong>&nbsp;\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/EHY7\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong>Auto Layout<\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u043c \u0432\u0435\u0431\u0438\u043d\u0430\u0440\u0435 \u0431\u0443\u0434\u0443\u0442 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u043d\u044b \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u0435 \u0442\u0435\u043c\u044b:<br>\u2022 Auto Layout<br>\u2022 Constraints<br>\u2022 \u0412\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0435 \u0441\u0436\u0430\u0442\u0438\u0435 \u0438 \u0441\u043e\u043f\u0440\u043e\u0442\u0438\u0432\u043b\u0435\u043d\u0438\u0435 \u0441\u0436\u0430\u0442\u0438\u044e<br>\u2022 \u0412\u0451\u0440\u0441\u0442\u043a\u0430 (\u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0434\u0435\u043c\u043e\u043d\u0441\u0442\u0440\u0430\u0446\u0438\u0438)<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-vivid-purple-background-color has-vivid-purple-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"22_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-3\"><\/span>2<strong>2 \u0444\u0435\u0432\u0440\u0430\u043b\u044f<\/strong>&nbsp;\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/mT7T\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong>\u0421\u0422\u0420\u0410\u0422\u0415\u0413\u0418\u042f \u0421\u041e\u0420\u0421\u0418\u041d\u0413\u0410 \u0418 \u041a\u0410\u0420\u0422\u042b \u041f\u041e\u0418\u0421\u041a\u0410 \u0412 IT \u0420\u0415\u041a\u0420\u0423\u0422\u0418\u041d\u0413\u0415<\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u0417\u0430\u0447\u0435\u043c \u043d\u0443\u0436\u043d\u0430 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u044f \u0441\u043e\u0440\u0441\u0438\u043d\u0433\u0430? \u0411\u043e\u043b\u044c\u0448\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u043f\u0440\u0438 \u043c\u0438\u043d\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0445 \u0437\u0430\u0442\u0440\u0430\u0442\u0430\u0445. \u0424\u043e\u0440\u043c\u0438\u0440\u0443\u0435\u043c \u043a\u0430\u0440\u0442\u0443 \u043f\u043e\u0438\u0441\u043a\u0430 \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0430\u043d\u0438\u0438 \u043f\u0440\u0438\u043e\u0440\u0438\u0442\u0435\u0442\u043d\u043e\u0441\u0442\u0438 \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432 \u041a\u0430\u043a \u043d\u0430\u0433\u043b\u044f\u0434\u043d\u043e \u043c\u043e\u0436\u043d\u043e \u0441\u0444\u043e\u0440\u043c\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u044e \u0441\u043e\u0440\u0441\u0438\u043d\u0433\u0430? \u0427\u0442\u043e \u0440\u0435\u043a\u0440\u0443\u0442\u0435\u0440 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u0432 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0435 \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u043a\u0430\u0440\u0442\u043e\u0439 \u043f\u043e\u0438\u0441\u043a\u0430.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-vivid-purple-background-color has-vivid-purple-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"22_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-4\"><\/span>2<strong>2 \u0444\u0435\u0432\u0440\u0430\u043b\u044f<\/strong>&nbsp;\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/z4gF\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong>\u0410\u0412\u0422\u041e\u041c\u0410\u0422\u0418\u0417\u0418\u0420\u0423\u0419 \u042d\u0422\u041e! \u0410\u0412\u0422\u041e\u041c\u0410\u0422\u0418\u0417\u0410\u0426\u0418\u042f UI\/E2E + \u0423\u0414\u041e\u0411\u041d\u042b\u0415 \u041e\u0422\u0427\u0415\u0422\u042b<\/strong><\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041f\u043e\u0437\u043d\u0430\u043a\u043e\u043c\u0438\u043c\u0441\u044f \u0441 \u0442\u0435\u043c, \u043a\u0430\u043a \u043e\u0447\u0435\u043d\u044c \u0431\u044b\u0441\u0442\u0440\u043e \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u044c \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044e UI\/E2E \u043d\u0430 \u043f\u0440\u043e\u0435\u043a\u0442\u0435. \u0417\u0430\u043f\u0443\u0441\u0442\u0438\u043c CI\/CD \u0434\u043b\u044f \u043d\u0430\u0448\u0438\u0445 \u0430\u0432\u0442\u043e\u0442\u0435\u0441\u0442\u043e\u0432 \u0441 \u043e\u0442\u0447\u0435\u0442\u043e\u043c \u0432 telegram.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-vivid-purple-background-color has-vivid-purple-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"22_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-5\"><\/span>2<strong>2 \u0444\u0435\u0432\u0440\u0430\u043b\u044f<\/strong>&nbsp;\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/oHOw\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong><strong>SPARK. \u041e\u0411\u0417\u041e\u0420 \u0424\u0420\u0415\u0419\u041c\u0412\u041e\u0420\u041a\u0410<\/strong><\/strong><\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u043c \u0443\u0440\u043e\u043a\u0435 \u043c\u044b \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u043c, \u0447\u0442\u043e \u0443\u043b\u0443\u0447\u0448\u0438\u043b\u0438 \u0432 Spark \u043f\u043e \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044e \u0441 \u043f\u0440\u0435\u0434\u044b\u0434\u0443\u0449\u0438\u043c \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u043e\u043c MapReduce. \u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043a\u0430\u043a \u0438 \u0434\u043b\u044f \u0447\u0435\u0433\u043e \u043c\u043e\u0436\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0441\u0430\u043c Spark, \u043a\u0430\u043a \u0434\u0435\u043f\u043b\u043e\u0438\u0442\u044c \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u043d\u0430 \u043d\u0435\u043c, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043d\u0430 \u043f\u0440\u0438\u043c\u0435\u0440\u044b \u043a\u043e\u0434\u0430. \u041e\u0431\u0441\u0443\u0434\u0438\u043c \u043e\u0431\u043b\u0430\u0441\u0442\u0438 \u043f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u044f \u0434\u0430\u043d\u043d\u043e\u0433\u043e \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0430.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-vivid-purple-background-color has-vivid-purple-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"24_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00\"><\/span>2<strong>4 \u0444\u0435\u0432\u0440\u0430\u043b\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/42NW\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong><strong><strong>\u041d\u0410\u0421\u0422\u0420\u041e\u0419\u041a\u0410 \u0418 \u041e\u0422\u041b\u0410\u0414\u041a\u0410 \u0418\u041d\u0424\u0420\u0410\u0421\u0422\u0420\u0423\u041a\u0422\u0423\u0420\u042b \u0414\u041b\u042f \u041d\u0410\u041f\u0418\u0421\u0410\u041d\u0418\u042f UI \u0422\u0415\u0421\u0422\u041e\u0412<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u0420\u0430\u0437\u0431\u0438\u0440\u0430\u0435\u043c\u0441\u044f \u0447\u0442\u043e \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u0434\u043b\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0430 \u0430\u0432\u0442\u043e\u0442\u0435\u0441\u0442\u043e\u0432 \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c python \u0438 selenium.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-vivid-purple-background-color has-vivid-purple-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"24_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-2\"><\/span>2<strong>4 \u0444\u0435\u0432\u0440\u0430\u043b\u044f<\/strong>&nbsp;\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/fXbg\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong><strong><strong><strong>\u0410\u0420\u0425\u0418\u0422\u0415\u041a\u0422\u0423\u0420\u0410 \u0424\u0420\u0415\u0419\u041c\u0412\u041e\u0420\u041a\u0410 APACHE SPARK<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0432\u043d\u0443\u0442\u0440\u0435\u043d\u043d\u0435\u0435 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u043e Apache Spark: <\/p>\n\n\n\n<p>&#8212; \u0447\u0442\u043e \u044d\u0442\u043e \u0442\u0430\u043a\u043e\u0435 \u0438 \u0437\u0430\u0447\u0435\u043c \u043e\u043d \u043d\u0443\u0436\u0435\u043d; <\/p>\n\n\n\n<p>&#8212; \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0435 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u043d\u0430 \u044d\u0442\u043e\u043c \u0444\u0440\u0435\u0439\u043c\u0432\u043e\u0440\u043a\u0435; <\/p>\n\n\n\n<p>&#8212; \u0438\u0437 \u0447\u0435\u0433\u043e \u0441\u043e\u0441\u0442\u043e\u044f\u0442 \u044d\u0442\u0438 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f; <\/p>\n\n\n\n<p>&#8212; \u043a\u0430\u043a \u043e\u043d\u0438 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u0443\u044e\u0442\u0441\u044f.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-vivid-purple-background-color has-vivid-purple-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"24_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00-3\"><\/span>2<strong>4 \u0444\u0435\u0432\u0440\u0430\u043b\u044f<\/strong>&nbsp;\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/n2el\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong><strong><strong><strong><strong>\u0422\u0415\u0421\u0422\u0418\u0420\u041e\u0412\u0410\u041d\u0418\u0415 \u0413\u0420\u0410\u0424\u0418\u041a\u0418 \u0412 \u0418\u0413\u0420\u0410\u0425<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u0420\u0430\u0441\u0441\u043a\u0430\u0436\u0435\u043c, \u043a\u0430\u043a \u0438 \u043a\u043e\u0433\u0434\u0430 \u0440\u0430\u0437\u0432\u0438\u0432\u0430\u043b\u0430\u0441\u044c \u0433\u0440\u0430\u0444\u0438\u043a\u0430, \u043f\u0440\u043e \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0435 \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u044e\u0449\u0438\u0435 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u0433\u0440\u0430\u0444\u0438\u043a\u0438, \u0447\u0442\u043e \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0443\u0447\u0438\u0442\u044b\u0432\u0430\u0442\u044c \u043f\u0440\u0438 \u0442\u0435\u0441\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438 \u0438\u0437\u043e\u043c\u0435\u0442\u0440\u0438\u0438, \u043f\u0440\u043e 3-D \u0438 2-D \u0433\u0440\u0430\u0444\u0438\u043a\u0443.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-vivid-purple-background-color has-vivid-purple-color is-style-wide\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"25_%D1%84%D0%B5%D0%B2%D1%80%D0%B0%D0%BB%D1%8F_20_00\"><\/span>2<strong>5 \u0444\u0435\u0432\u0440\u0430\u043b\u044f<\/strong>\u00a0\/\/ 20:00<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p><strong><a href=\"https:\/\/otus.pw\/wHnZ\/\" target=\"_blank\" rel=\"noreferrer noopener\">\u041e\u0422\u041a\u0420\u042b\u0422\u042b\u0419 \u0423\u0420\u041e\u041a \u00ab<strong><strong><strong><strong><strong><strong><strong><strong>\u0420\u041e\u041b\u042c \u0410\u0420\u0425\u0418\u0422\u0415\u041a\u0422\u041e\u0420\u0410<\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong><\/strong>\u00bb<\/a><\/strong><\/p>\n\n\n\n<p>\u041d\u0430 \u043e\u0442\u043a\u0440\u044b\u0442\u043e\u043c \u0432\u0435\u0431\u0438\u043d\u0430\u0440\u0435 \u0440\u0430\u0437\u0431\u0435\u0440\u0435\u043c \u043a\u0430\u043a\u0443\u044e \u0440\u043e\u043b\u044c \u0432\u044b\u043f\u043e\u043b\u043d\u044f\u0435\u0442 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u043e\u0440, \u0438 \u0437\u0430\u0447\u0435\u043c \u043e\u043d \u043d\u0443\u0436\u0435\u043d. \u041a\u0430\u043a\u0438\u0435 \u0431\u044b\u0432\u0430\u044e\u0442 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u043e\u0440\u0430. \u0427\u0435\u043c \u043e\u0442\u043b\u0438\u0447\u0430\u0435\u0442\u0441\u044f \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430 \u0438 \u043f\u0440\u043e\u0435\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435.<\/p>\n\n\n\n<hr class=\"wp-block-separator has-text-color has-background has-luminous-vivid-amber-background-color has-luminous-vivid-amber-color\"\/>\n","protected":false},"excerpt":{"rendered":"<p>\u041f\u0440\u043e\u0434\u043e\u043b\u0436\u0430\u0435\u043c \u0443\u0447\u0438\u0442\u044c\u0441\u044f \u0432 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