{"id":11259,"date":"2024-12-04T14:31:04","date_gmt":"2024-12-04T14:31:04","guid":{"rendered":"https:\/\/otus.ru\/journal\/?p=11259"},"modified":"2024-12-04T14:35:08","modified_gmt":"2024-12-04T14:35:08","slug":"otus-na-habr-luchshie-stati-za-noyabr","status":"publish","type":"post","link":"https:\/\/otus.ru\/journal\/otus-na-habr-luchshie-stati-za-noyabr\/","title":{"rendered":"OTUS \u043d\u0430 \u0425\u0430\u0431\u0440: \u043b\u0443\u0447\u0448\u0438\u0435 \u0441\u0442\u0430\u0442\u044c\u0438 \u0437\u0430 \u043d\u043e\u044f\u0431\u0440\u044c"},"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\/otus-na-habr-luchshie-stati-za-noyabr\/#Django-%D0%B0%D1%83%D1%82%D0%B5%D0%BD%D1%82%D0%B8%D1%84%D0%B8%D0%BA%D0%B0%D1%86%D0%B8%D1%8F_%D0%BF%D1%80%D0%BE%D1%81%D1%82%D0%BE_%D0%BE_%D1%81%D0%BB%D0%BE%D0%B6%D0%BD%D0%BE%D0%BC\" title=\"Django-\u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f: \u043f\u0440\u043e\u0441\u0442\u043e \u043e \u0441\u043b\u043e\u0436\u043d\u043e\u043c\">Django-\u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f: \u043f\u0440\u043e\u0441\u0442\u043e \u043e \u0441\u043b\u043e\u0436\u043d\u043e\u043c<\/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\/otus-na-habr-luchshie-stati-za-noyabr\/#%D0%A2%D1%80%D0%B8%D0%B3%D0%B3%D0%B5%D1%80%D1%8B_%D0%B2_PostgreSQL_%D0%BE%D1%81%D0%BD%D0%BE%D0%B2%D1%8B\" title=\"\u0422\u0440\u0438\u0433\u0433\u0435\u0440\u044b \u0432 PostgreSQL: \u043e\u0441\u043d\u043e\u0432\u044b\">\u0422\u0440\u0438\u0433\u0433\u0435\u0440\u044b \u0432 PostgreSQL: \u043e\u0441\u043d\u043e\u0432\u044b<\/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\/otus-na-habr-luchshie-stati-za-noyabr\/#%D0%93%D0%B4%D0%B5_PostgreSQL_%D0%B2%D1%8B%D0%B8%D0%B3%D1%80%D1%8B%D0%B2%D0%B0%D0%B5%D1%82_%D1%83_Oracle_DB\" title=\"\u0413\u0434\u0435 PostgreSQL \u0432\u044b\u0438\u0433\u0440\u044b\u0432\u0430\u0435\u0442 \u0443 Oracle DB\">\u0413\u0434\u0435 PostgreSQL \u0432\u044b\u0438\u0433\u0440\u044b\u0432\u0430\u0435\u0442 \u0443 Oracle DB<\/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\/otus-na-habr-luchshie-stati-za-noyabr\/#cgroups_%D0%B8_namespaces_%D0%B2_Linux_%D0%BA%D0%B0%D0%BA_%D1%8D%D1%82%D0%BE_%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D0%B0%D0%B5%D1%82\" title=\"cgroups \u0438 namespaces \u0432 Linux: \u043a\u0430\u043a \u044d\u0442\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442?\">cgroups \u0438 namespaces \u0432 Linux: \u043a\u0430\u043a \u044d\u0442\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442?<\/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\/otus-na-habr-luchshie-stati-za-noyabr\/#%D0%A1%D1%82%D0%B0%D1%80%D1%82%D0%B5%D1%80-%D0%BF%D0%B0%D0%BA_%D0%BA%D0%BD%D0%B8%D0%B3_%D0%B4%D0%BB%D1%8F_%D0%BF%D1%80%D0%BE%D0%B4%D1%83%D0%BA%D1%82%D0%BE%D0%B2%D0%BE%D0%B3%D0%BE_%D0%B0%D0%BD%D0%B0%D0%BB%D0%B8%D1%82%D0%B8%D0%BA%D0%B0_%D0%B8_%D0%BD%D0%B5_%D1%82%D0%BE%D0%BB%D1%8C%D0%BA%D0%BE\" title=\"\u0421\u0442\u0430\u0440\u0442\u0435\u0440-\u043f\u0430\u043a \u043a\u043d\u0438\u0433 \u0434\u043b\u044f \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u043e\u0432\u043e\u0433\u043e \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0430 (\u0438 \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e)\">\u0421\u0442\u0430\u0440\u0442\u0435\u0440-\u043f\u0430\u043a \u043a\u043d\u0438\u0433 \u0434\u043b\u044f \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u043e\u0432\u043e\u0433\u043e \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0430 (\u0438 \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e)<\/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\/otus-na-habr-luchshie-stati-za-noyabr\/#%D0%9F%D1%80%D0%BE%D0%B3%D1%80%D0%B5%D0%B2%D0%B0%D0%B5%D0%BC_k8s_cache_%D0%BE%D0%BF%D1%82%D0%B8%D0%BC%D0%B8%D0%B7%D0%B0%D1%86%D0%B8%D1%8F_%D0%B7%D0%B0%D0%B3%D1%80%D1%83%D0%B7%D0%BA%D0%B8_%D0%BE%D0%B1%D1%80%D0%B0%D0%B7%D0%BE%D0%B2_%D1%80%D0%B0%D0%B7%D0%BC%D0%B5%D1%80%D0%BE%D0%BC_3_%D0%93%D0%91_%D0%B8_%D0%B7%D0%B0%D0%BF%D1%83%D1%81%D0%BA_1000_POD%D0%BE%D0%B2_%D0%B7%D0%B0_%D1%81%D0%B5%D0%BA%D1%83%D0%BD%D0%B4%D1%8B\" title=\"\u041f\u0440\u043e\u0433\u0440\u0435\u0432\u0430\u0435\u043c k8s cache: \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u043e\u0431\u0440\u0430\u0437\u043e\u0432 \u0440\u0430\u0437\u043c\u0435\u0440\u043e\u043c 3 \u0413\u0411 \u0438 \u0437\u0430\u043f\u0443\u0441\u043a 1000 POD&#8217;\u043e\u0432 \u0437\u0430 \u0441\u0435\u043a\u0443\u043d\u0434\u044b\">\u041f\u0440\u043e\u0433\u0440\u0435\u0432\u0430\u0435\u043c k8s cache: \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u043e\u0431\u0440\u0430\u0437\u043e\u0432 \u0440\u0430\u0437\u043c\u0435\u0440\u043e\u043c 3 \u0413\u0411 \u0438 \u0437\u0430\u043f\u0443\u0441\u043a 1000 POD&#8217;\u043e\u0432 \u0437\u0430 \u0441\u0435\u043a\u0443\u043d\u0434\u044b<\/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\/otus-na-habr-luchshie-stati-za-noyabr\/#%D0%A1%D1%82%D0%B0%D1%82%D0%B8%D1%81%D1%82%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B8%D0%B5_%D0%BA%D1%80%D0%B8%D1%82%D0%B5%D1%80%D0%B8%D0%B8_%D0%B8_%D0%B4%D0%BE%D0%B2%D0%B5%D1%80%D0%B8%D1%82%D0%B5%D0%BB%D1%8C%D0%BD%D1%8B%D0%B5_%D0%B8%D0%BD%D1%82%D0%B5%D1%80%D0%B2%D0%B0%D0%BB%D1%8B\" title=\"\u0421\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043a\u0440\u0438\u0442\u0435\u0440\u0438\u0438 \u0438 \u0434\u043e\u0432\u0435\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0438\u043d\u0442\u0435\u0440\u0432\u0430\u043b\u044b\">\u0421\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043a\u0440\u0438\u0442\u0435\u0440\u0438\u0438 \u0438 \u0434\u043e\u0432\u0435\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0438\u043d\u0442\u0435\u0440\u0432\u0430\u043b\u044b<\/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\/otus-na-habr-luchshie-stati-za-noyabr\/#%D0%92%D0%B0%D1%88_%D0%BF%D0%B5%D1%80%D0%B2%D1%8B%D0%B9_AB-%D1%82%D0%B5%D1%81%D1%82_%D0%B3%D0%B0%D0%B9%D0%B4_%D0%B4%D0%BB%D1%8F_%D1%82%D0%B5%D1%85_%D0%BA%D1%82%D0%BE_%D0%B5%D1%89%D1%91_%D0%BD%D0%B8%D1%87%D0%B5%D0%B3%D0%BE_%D0%BD%D0%B5_%D0%BF%D1%80%D0%BE%D0%B1%D0%BE%D0%B2%D0%B0%D0%BB\" title=\"\u0412\u0430\u0448 \u043f\u0435\u0440\u0432\u044b\u0439 A\/B-\u0442\u0435\u0441\u0442: \u0433\u0430\u0439\u0434 \u0434\u043b\u044f \u0442\u0435\u0445, \u043a\u0442\u043e \u0435\u0449\u0451 \u043d\u0438\u0447\u0435\u0433\u043e \u043d\u0435 \u043f\u0440\u043e\u0431\u043e\u0432\u0430\u043b\">\u0412\u0430\u0448 \u043f\u0435\u0440\u0432\u044b\u0439 A\/B-\u0442\u0435\u0441\u0442: \u0433\u0430\u0439\u0434 \u0434\u043b\u044f \u0442\u0435\u0445, \u043a\u0442\u043e \u0435\u0449\u0451 \u043d\u0438\u0447\u0435\u0433\u043e \u043d\u0435 \u043f\u0440\u043e\u0431\u043e\u0432\u0430\u043b<\/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\/otus-na-habr-luchshie-stati-za-noyabr\/#%D0%9F%D1%80%D0%B5%D0%BF%D0%B0%D1%80%D0%B8%D1%80%D1%83%D0%B5%D0%BC_%D1%81%D0%BB%D0%BE%D0%B8_%D0%BE%D0%B1%D1%80%D0%B0%D0%B7%D0%BE%D0%B2_Docker\" title=\"\u041f\u0440\u0435\u043f\u0430\u0440\u0438\u0440\u0443\u0435\u043c \u0441\u043b\u043e\u0438 \u043e\u0431\u0440\u0430\u0437\u043e\u0432 Docker\">\u041f\u0440\u0435\u043f\u0430\u0440\u0438\u0440\u0443\u0435\u043c \u0441\u043b\u043e\u0438 \u043e\u0431\u0440\u0430\u0437\u043e\u0432 Docker<\/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\/otus-na-habr-luchshie-stati-za-noyabr\/#%D0%A3%D1%81%D0%BA%D0%BE%D1%80%D1%8F%D0%B5%D0%BC_PostgreSQL_%D1%81_%D0%BF%D0%BE%D0%BC%D0%BE%D1%89%D1%8C%D1%8E_Tuned\" title=\"\u0423\u0441\u043a\u043e\u0440\u044f\u0435\u043c PostgreSQL \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Tuned\">\u0423\u0441\u043a\u043e\u0440\u044f\u0435\u043c PostgreSQL \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Tuned<\/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\/otus-na-habr-luchshie-stati-za-noyabr\/#%D0%A5%D0%BE%D1%80%D0%BE%D1%88%D0%B8%D0%B9_%D1%80%D0%B5%D1%84%D0%B0%D0%BA%D1%82%D0%BE%D1%80%D0%B8%D0%BD%D0%B3_vs_%D0%BF%D0%BB%D0%BE%D1%85%D0%BE%D0%B9_%D1%80%D0%B5%D1%84%D0%B0%D0%BA%D1%82%D0%BE%D1%80%D0%B8%D0%BD%D0%B3\" title=\"\u0425\u043e\u0440\u043e\u0448\u0438\u0439 \u0440\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u043d\u0433 vs \u043f\u043b\u043e\u0445\u043e\u0439 \u0440\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u043d\u0433\">\u0425\u043e\u0440\u043e\u0448\u0438\u0439 \u0440\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u043d\u0433 vs \u043f\u043b\u043e\u0445\u043e\u0439 \u0440\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u043d\u0433<\/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\/otus-na-habr-luchshie-stati-za-noyabr\/#%D0%9F%D0%B0%D1%80%D0%B0_%D1%81%D0%BB%D0%BE%D0%B2_%D0%BE_%D0%B2%D1%80%D0%B5%D0%B4%D0%BE%D0%BD%D0%BE%D1%81%D0%BD%D0%BE%D0%BC_%D0%9F%D0%9E_%D0%B4%D0%BB%D1%8F_Linux_%D0%B8_%D1%81%D0%BF%D0%BE%D1%81%D0%BE%D0%B1%D0%B0%D1%85_%D0%B7%D0%B0%D1%89%D0%B8%D1%82%D1%8B_%D0%B2%D0%B0%D1%88%D0%B5%D0%B9_%D1%81%D0%B8%D1%81%D1%82%D0%B5%D0%BC%D1%8B\" title=\"\u041f\u0430\u0440\u0430 \u0441\u043b\u043e\u0432 \u043e \u0432\u0440\u0435\u0434\u043e\u043d\u043e\u0441\u043d\u043e\u043c \u041f\u041e \u0434\u043b\u044f Linux \u0438 \u0441\u043f\u043e\u0441\u043e\u0431\u0430\u0445 \u0437\u0430\u0449\u0438\u0442\u044b \u0432\u0430\u0448\u0435\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u044b\">\u041f\u0430\u0440\u0430 \u0441\u043b\u043e\u0432 \u043e \u0432\u0440\u0435\u0434\u043e\u043d\u043e\u0441\u043d\u043e\u043c \u041f\u041e \u0434\u043b\u044f Linux \u0438 \u0441\u043f\u043e\u0441\u043e\u0431\u0430\u0445 \u0437\u0430\u0449\u0438\u0442\u044b \u0432\u0430\u0448\u0435\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u044b<\/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\/otus-na-habr-luchshie-stati-za-noyabr\/#%D0%9A%D0%B0%D0%BA_awk_%D0%B7%D0%B0%D0%BC%D0%B5%D0%BD%D1%8F%D0%B5%D1%82_10_%D0%BA%D0%BE%D0%BC%D0%B0%D0%BD%D0%B4_Bash\" title=\"\u041a\u0430\u043a awk \u0437\u0430\u043c\u0435\u043d\u044f\u0435\u0442 10 \u043a\u043e\u043c\u0430\u043d\u0434 Bash\">\u041a\u0430\u043a awk \u0437\u0430\u043c\u0435\u043d\u044f\u0435\u0442 10 \u043a\u043e\u043c\u0430\u043d\u0434 Bash<\/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\/otus-na-habr-luchshie-stati-za-noyabr\/#Task_%D0%B8%D0%B7%D0%BD%D1%83%D1%82%D1%80%D0%B8_%D1%83%D0%BF%D1%80%D0%B0%D0%B2%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%BF%D0%BE%D1%82%D0%BE%D0%BA%D0%B0%D0%BC%D0%B8_%D0%B2_NET_%D0%B8_%D1%81%D0%BE%D0%B7%D0%B4%D0%B0%D0%BD%D0%B8%D0%B5_%D1%81%D0%B2%D0%BE%D0%B8%D1%85_%D0%BF%D0%BB%D0%B0%D0%BD%D0%B8%D1%80%D0%BE%D0%B2%D1%89%D0%B8%D0%BA%D0%BE%D0%B2\" title=\"Task \u0438\u0437\u043d\u0443\u0442\u0440\u0438: \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043f\u043e\u0442\u043e\u043a\u0430\u043c\u0438 \u0432 .NET \u0438 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0441\u0432\u043e\u0438\u0445 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u043e\u0432\">Task \u0438\u0437\u043d\u0443\u0442\u0440\u0438: \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043f\u043e\u0442\u043e\u043a\u0430\u043c\u0438 \u0432 .NET \u0438 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0441\u0432\u043e\u0438\u0445 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u043e\u0432<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/otus.ru\/journal\/otus-na-habr-luchshie-stati-za-noyabr\/#%D0%94%D0%B8%D0%BD%D0%B0%D0%BC%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B8%D0%B5_SQL-%D0%B7%D0%B0%D0%BF%D1%80%D0%BE%D1%81%D1%8B_%D0%B2_PostgreSQL_%D0%BA%D0%BE%D0%B3%D0%B4%D0%B0_%D0%B7%D0%B0%D1%87%D0%B5%D0%BC_%D0%B8_%D0%BA%D0%B0%D0%BA\" title=\"\u0414\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0435 SQL-\u0437\u0430\u043f\u0440\u043e\u0441\u044b \u0432 PostgreSQL: \u043a\u043e\u0433\u0434\u0430, \u0437\u0430\u0447\u0435\u043c \u0438 \u043a\u0430\u043a\">\u0414\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0435 SQL-\u0437\u0430\u043f\u0440\u043e\u0441\u044b \u0432 PostgreSQL: \u043a\u043e\u0433\u0434\u0430, \u0437\u0430\u0447\u0435\u043c \u0438 \u043a\u0430\u043a<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/otus.ru\/journal\/otus-na-habr-luchshie-stati-za-noyabr\/#%D0%9C%D0%B0%D1%81%D1%82%D0%B5%D1%80%D1%81%D1%82%D0%B2%D0%BE_%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D1%8B_%D1%81_Java_Stream\" title=\"\u041c\u0430\u0441\u0442\u0435\u0440\u0441\u0442\u0432\u043e \u0440\u0430\u0431\u043e\u0442\u044b \u0441 Java Stream\">\u041c\u0430\u0441\u0442\u0435\u0440\u0441\u0442\u0432\u043e \u0440\u0430\u0431\u043e\u0442\u044b \u0441 Java Stream<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/otus.ru\/journal\/otus-na-habr-luchshie-stati-za-noyabr\/#%D0%A7%D1%82%D0%BE_%D1%82%D0%B0%D0%BA%D0%BE%D0%B5_%D0%BF%D0%B5%D1%80%D0%B5%D0%BE%D0%B1%D1%83%D1%87%D0%B5%D0%BD%D0%B8%D0%B5_%D0%B8_%D0%BA%D0%B0%D0%BA_%D0%B5%D0%B3%D0%BE_%D0%B8%D0%B7%D0%B1%D0%B5%D0%B6%D0%B0%D1%82%D1%8C_%D0%BE%D1%81%D0%BD%D0%BE%D0%B2%D1%8B\" title=\"\u0427\u0442\u043e \u0442\u0430\u043a\u043e\u0435 \u043f\u0435\u0440\u0435\u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0438 \u043a\u0430\u043a \u0435\u0433\u043e \u0438\u0437\u0431\u0435\u0436\u0430\u0442\u044c: \u043e\u0441\u043d\u043e\u0432\u044b\">\u0427\u0442\u043e \u0442\u0430\u043a\u043e\u0435 \u043f\u0435\u0440\u0435\u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0438 \u043a\u0430\u043a \u0435\u0433\u043e \u0438\u0437\u0431\u0435\u0436\u0430\u0442\u044c: \u043e\u0441\u043d\u043e\u0432\u044b<\/a><\/li><\/ul><\/nav><\/div>\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Django-%D0%B0%D1%83%D1%82%D0%B5%D0%BD%D1%82%D0%B8%D1%84%D0%B8%D0%BA%D0%B0%D1%86%D0%B8%D1%8F_%D0%BF%D1%80%D0%BE%D1%81%D1%82%D0%BE_%D0%BE_%D1%81%D0%BB%D0%BE%D0%B6%D0%BD%D0%BE%D0%BC\"><\/span>Django-\u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f: \u043f\u0440\u043e\u0441\u0442\u043e \u043e \u0441\u043b\u043e\u0436\u043d\u043e\u043c<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0410\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0444\u0443\u043d\u0434\u0430\u043c\u0435\u043d\u0442\u0430\u043b\u044c\u043d\u043e\u0439 \u0447\u0430\u0441\u0442\u044c\u044e \u043b\u044e\u0431\u043e\u0433\u043e \u0432\u0435\u0431-\u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f. \u041c\u044b \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0441\u043f\u043e\u0441\u043e\u0431\u044b \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0432 Django, \u043d\u0430\u0447\u0438\u043d\u0430\u044f \u043e\u0442 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u044b\u0445 \u043c\u0435\u0442\u043e\u0434\u043e\u0432 \u0438 \u0437\u0430\u043a\u0430\u043d\u0447\u0438\u0432\u0430\u044f \u0431\u043e\u043b\u0435\u0435 \u043a\u0440\u0443\u0442\u044b\u043c\u0438 \u0442\u0435\u0445\u043d\u0438\u043a\u0430\u043c\u0438, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440 \u043a\u0430\u043a 2FA \u0438 OAuth2.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/855086\/\" 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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A2%D1%80%D0%B8%D0%B3%D0%B3%D0%B5%D1%80%D1%8B_%D0%B2_PostgreSQL_%D0%BE%D1%81%D0%BD%D0%BE%D0%B2%D1%8B\"><\/span>\u0422\u0440\u0438\u0433\u0433\u0435\u0440\u044b \u0432 PostgreSQL: \u043e\u0441\u043d\u043e\u0432\u044b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043f\u0440\u043e \u0442\u0440\u0438\u0433\u0433\u0435\u0440\u044b \u0432 PostgreSQL. \u041d\u0430\u0447\u043d\u0451\u043c \u0441 \u0431\u0430\u0437\u044b: \u0442\u0440\u0438\u0433\u0433\u0435\u0440 \u0432 PostgreSQL \u2014 \u044d\u0442\u043e \u0442\u0430\u043a\u0430\u044f \u0444\u0443\u043d\u043a\u0446\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442\u0441\u044f \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u043f\u0440\u0438 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0451\u043d\u043d\u043e\u043c \u0441\u043e\u0431\u044b\u0442\u0438\u0438 \u0432 \u0442\u0430\u0431\u043b\u0438\u0446\u0435. \u0421 \u0442\u0440\u0438\u0433\u0433\u0435\u0440\u0430\u043c\u0438 \u043c\u043e\u0436\u043d\u043e \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043c\u0430\u0441\u0441\u0443 \u0440\u0443\u0442\u0438\u043d\u044b \u0438 \u043e\u0441\u0432\u043e\u0431\u043e\u0434\u0438\u0442\u044c \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u043e\u0442 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u043f\u0440\u043e\u0432\u0435\u0440\u043e\u043a \u0438 \u0432\u044b\u0447\u0438\u0441\u043b\u0435\u043d\u0438\u0439, \u043d\u043e \u044d\u0442\u043e \u043f\u0430\u043b\u043a\u0430 \u043e \u0434\u0432\u0443\u0445 \u043a\u043e\u043d\u0446\u0430\u0445.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/857396\/\" 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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%93%D0%B4%D0%B5_PostgreSQL_%D0%B2%D1%8B%D0%B8%D0%B3%D1%80%D1%8B%D0%B2%D0%B0%D0%B5%D1%82_%D1%83_Oracle_DB\"><\/span>\u0413\u0434\u0435 PostgreSQL \u0432\u044b\u0438\u0433\u0440\u044b\u0432\u0430\u0435\u0442 \u0443 Oracle DB<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0415\u0441\u043b\u0438 \u0432\u044b \u0441\u0442\u043e\u0438\u0442\u0435 \u043f\u0435\u0440\u0435\u0434 \u0432\u044b\u0431\u043e\u0440\u043e\u043c \u043c\u0435\u0436\u0434\u0443 PostgreSQL \u0438 Oracle DB, \u0442\u043e \u044d\u0442\u0430 \u0441\u0442\u0430\u0442\u044c\u044f \u0434\u043b\u044f&nbsp;\u0432\u0430\u0441. \u0420\u0430\u0437\u0431\u0435\u0440\u0435\u043c \u0433\u0434\u0435 PostgreSQL \u043f\u043e\u0431\u0435\u0436\u0434\u0430\u0435\u0442 Oracle. \u0411\u0443\u0434\u0435\u0442 \u043a\u043e\u0434 \u0438 \u043f\u0440\u0438\u043c\u0435\u0440\u044b&nbsp;\u2014 \u0432\u0441\u0451, \u0447\u0442\u043e&nbsp;\u043d\u0443\u0436\u043d\u043e \u0434\u043b\u044f&nbsp;\u043f\u0440\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u043e\u0433\u043e \u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u044f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">P.S: \u044d\u0442\u0430 \u0441\u0442\u0430\u0442\u044c\u044f \u043d\u0435&nbsp;\u043f\u0440\u043e&nbsp;\u0442\u043e, \u043a\u0430\u043a\u043e\u0439 PSQL \u0445\u043e\u0440\u043e\u0448\u0438\u0439 \u0432&nbsp;\u043e\u0442\u043b\u0438\u0447\u0438\u0438 \u043e\u0442&nbsp;Oracle, \u0430&nbsp;\u043f\u0440\u043e&nbsp;\u0442\u043e, \u0432&nbsp;\u0447\u0435\u043c PSQL \u043f\u043e&nbsp;\u043c\u043d\u0435\u043d\u0438\u044e \u0430\u0432\u0442\u043e\u0440\u0430 \u043b\u0443\u0447\u0448\u0435.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/858980\/\" 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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"cgroups_%D0%B8_namespaces_%D0%B2_Linux_%D0%BA%D0%B0%D0%BA_%D1%8D%D1%82%D0%BE_%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D0%B0%D0%B5%D1%82\"><\/span>cgroups \u0438 namespaces \u0432 Linux: \u043a\u0430\u043a \u044d\u0442\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0438\u0437\u043e\u043b\u044f\u0446\u0438\u0438 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432 \u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0440\u0435\u0441\u0443\u0440\u0441\u0430\u043c\u0438 \u0432 Linux, \u0438\u0437\u0443\u0447\u0438\u0432 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 cgroups \u0438 namespaces. \u0420\u0430\u0437\u0431\u0435\u0440\u0451\u043c\u0441\u044f, \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u044b \u0438\u0437\u043d\u0443\u0442\u0440\u0438 \u0438 \u043d\u0430\u0443\u0447\u0438\u043c\u0441\u044f \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u043e\u0435 \u0438\u0437\u043e\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0435 \u043e\u043a\u0440\u0443\u0436\u0435\u043d\u0438\u0435 \u0431\u0435\u0437 Docker.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/858780\/\" 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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A1%D1%82%D0%B0%D1%80%D1%82%D0%B5%D1%80-%D0%BF%D0%B0%D0%BA_%D0%BA%D0%BD%D0%B8%D0%B3_%D0%B4%D0%BB%D1%8F_%D0%BF%D1%80%D0%BE%D0%B4%D1%83%D0%BA%D1%82%D0%BE%D0%B2%D0%BE%D0%B3%D0%BE_%D0%B0%D0%BD%D0%B0%D0%BB%D0%B8%D1%82%D0%B8%D0%BA%D0%B0_%D0%B8_%D0%BD%D0%B5_%D1%82%D0%BE%D0%BB%D1%8C%D0%BA%D0%BE\"><\/span>\u0421\u0442\u0430\u0440\u0442\u0435\u0440-\u043f\u0430\u043a \u043a\u043d\u0438\u0433 \u0434\u043b\u044f \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u043e\u0432\u043e\u0433\u043e \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0430 (\u0438 \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0410\u0432\u0442\u043e\u0440 \u043d\u0435\u0434\u0430\u0432\u043d\u043e \u043e\u0431\u0449\u0430\u043b\u0441\u044f \u0441 \u043e\u0434\u043d\u043e\u0439 \u043a\u043e\u043c\u0430\u043d\u0434\u043e\u0439 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u043e\u0432 \u0438 \u043e\u0431\u0441\u0443\u0436\u0434\u0430\u043b\u0438, \u0447\u0442\u043e \u0431\u044b \u043c\u043e\u0436\u043d\u043e \u0431\u044b\u043b\u043e \u043f\u043e\u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u043e\u0432\u0430\u0442\u044c \u0442\u0435\u043c, \u043a\u0442\u043e \u0445\u043e\u0447\u0435\u0442 \u043f\u0440\u043e\u043a\u0430\u0447\u0430\u0442\u044c\u0441\u044f \u0432 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u043e\u0432\u043e\u0439 \u0430\u043d\u0430\u043b\u0438\u0442\u0438\u043a\u0435. \u0412\u0441\u043f\u043e\u043c\u0438\u043d\u0430\u043b\u0438 \u043a\u0435\u0439\u0441\u044b, \u0434\u0435\u043b\u0438\u043b\u0438\u0441\u044c \u0438\u0441\u0442\u043e\u0440\u0438\u044f\u043c\u0438 \u00ab\u0434\u043e\u00bb \u0438 \u00ab\u043f\u043e\u0441\u043b\u0435\u00bb \u043f\u0440\u043e\u0447\u0442\u0435\u043d\u0438\u044f \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u043a\u043d\u0438\u0433. \u0422\u0430\u043a \u0432\u043e\u0442, \u044d\u0442\u043e\u0442 \u0441\u043f\u0438\u0441\u043e\u043a \u2014 \u044d\u0442\u043e \u043d\u0435 \u043f\u0440\u043e\u0441\u0442\u043e&nbsp;<em>\u00ab\u043b\u0443\u0447\u0448\u0438\u0435 \u0431\u0435\u0441\u0442\u0441\u0435\u043b\u043b\u0435\u0440\u044b \u043f\u043e \u0432\u0435\u0440\u0441\u0438\u0438 Google\u00bb<\/em>, \u0430 \u0442\u0435 \u043a\u043d\u0438\u0433\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0438\u0437\u043c\u0435\u043d\u0438\u043b\u0438 \u043f\u043e\u0434\u0445\u043e\u0434 \u043c\u0435\u043d\u044f \u0438 \u043c\u043e\u0438\u0445 \u043a\u043e\u043b\u043b\u0435\u0433 \u043a \u0440\u0430\u0431\u043e\u0442\u0435.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/859034\/\" 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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9F%D1%80%D0%BE%D0%B3%D1%80%D0%B5%D0%B2%D0%B0%D0%B5%D0%BC_k8s_cache_%D0%BE%D0%BF%D1%82%D0%B8%D0%BC%D0%B8%D0%B7%D0%B0%D1%86%D0%B8%D1%8F_%D0%B7%D0%B0%D0%B3%D1%80%D1%83%D0%B7%D0%BA%D0%B8_%D0%BE%D0%B1%D1%80%D0%B0%D0%B7%D0%BE%D0%B2_%D1%80%D0%B0%D0%B7%D0%BC%D0%B5%D1%80%D0%BE%D0%BC_3_%D0%93%D0%91_%D0%B8_%D0%B7%D0%B0%D0%BF%D1%83%D1%81%D0%BA_1000_POD%D0%BE%D0%B2_%D0%B7%D0%B0_%D1%81%D0%B5%D0%BA%D1%83%D0%BD%D0%B4%D1%8B\"><\/span>\u041f\u0440\u043e\u0433\u0440\u0435\u0432\u0430\u0435\u043c k8s cache: \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u043e\u0431\u0440\u0430\u0437\u043e\u0432 \u0440\u0430\u0437\u043c\u0435\u0440\u043e\u043c 3 \u0413\u0411 \u0438 \u0437\u0430\u043f\u0443\u0441\u043a 1000 POD&#8217;\u043e\u0432 \u0437\u0430 \u0441\u0435\u043a\u0443\u043d\u0434\u044b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u041f\u0440\u043e\u0431\u043b\u0435\u043c\u0430<\/strong>: \u043f\u0440\u0438 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0438 k8s \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0430 \u043d\u0435 \u043c\u0435\u043d\u0435\u0435 \u043f\u043e\u043b\u043e\u0432\u0438\u043d\u044b POD&#8217;\u0432 \u0437\u0430\u0441\u0442\u0440\u044f\u043b\u0438 \u0432 \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0438&nbsp;<code>ContainerCreating<\/code>&nbsp;\u0438\u0437-\u0437\u0430 \u0434\u043b\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0439 \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0438 \u0438 \u0440\u0430\u0441\u043f\u0430\u043a\u043e\u0432\u043a\u0438 \u043e\u0431\u0440\u0430\u0437\u043e\u0432 \u0440\u0430\u0437\u043c\u0435\u0440\u043e\u043c \u043f\u0440\u0438\u043c\u0435\u0440\u043d\u043e 3 \u0413\u0411.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u043b\u044f \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u044d\u0442\u043e\u0439 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u0432 \u043a\u043e\u0440\u043d\u0435 (\u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u043a\u0435\u0439\u0441 \u0441 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0438\u0435\u043c) \u043f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0430 \u0441\u0442\u0440\u0430\u0442\u0435\u0433\u0438\u044f \u043f\u0440\u0435\u0434\u0432\u0430\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0433\u0440\u0435\u0432\u0430 \u0443\u0437\u043b\u043e\u0432 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0430:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li>\u0421\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e\u0439 \u0433\u0440\u0443\u043f\u043f\u044b \u0443\u0437\u043b\u043e\u0432 \u0434\u043b\u044f \u043a\u0430\u0436\u0434\u043e\u0439 feature-\u0432\u0435\u0442\u043a\u0438 (FB):&nbsp;\u042d\u0442\u043e \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u043b\u043e \u0438\u0437\u043e\u043b\u044f\u0446\u0438\u044e \u0438 \u0433\u0438\u0431\u043a\u043e\u0441\u0442\u044c, \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044f \u043b\u0435\u0433\u043a\u043e \u0438\u0437\u043c\u0435\u043d\u044f\u0442\u044c \u0442\u0438\u043f \u0443\u0437\u043b\u043e\u0432.<\/li>\n\n\n\n<li>\u0417\u0430\u0433\u0440\u0443\u0437\u043a\u0430 \u0431\u0430\u0437\u043e\u0432\u044b\u0445 \u043e\u0431\u0440\u0430\u0437\u043e\u0432 \u0447\u0435\u0440\u0435\u0437 cloud-init:&nbsp;\u041f\u0440\u0438 \u0437\u0430\u043f\u0443\u0441\u043a\u0435 \u043d\u043e\u0432\u044b\u0445 \u0443\u0437\u043b\u043e\u0432 \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0441\u043a\u0440\u0438\u043f\u0442\u0430 cloud-init \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0447\u0435\u0441\u043a\u0438 \u0437\u0430\u0433\u0440\u0443\u0436\u0430\u044e\u0442\u0441\u044f \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u044b\u0435 \u0431\u0430\u0437\u043e\u0432\u044b\u0435 \u043e\u0431\u0440\u0430\u0437\u044b, \u0447\u0442\u043e \u0441\u043d\u0438\u0436\u0430\u043b\u043e \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0443 \u043f\u0440\u0438 \u043f\u043e\u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u043c \u0440\u0430\u0437\u0432\u0435\u0440\u0442\u044b\u0432\u0430\u043d\u0438\u0438.<\/li>\n\n\n\n<li>\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 DaemonSet \u0441 initContainers:&nbsp;\u041f\u0435\u0440\u0435\u0434 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u043c \u0440\u0430\u0437\u0432\u0435\u0440\u0442\u044b\u0432\u0430\u043d\u0438\u0435\u043c \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u043b\u0441\u044f DaemonSet \u0441 initContainers, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u043e\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u043e \u0437\u0430\u0433\u0440\u0443\u0436\u0430\u043b\u0438 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u044b\u0435 \u043e\u0431\u0440\u0430\u0437\u044b \u043d\u0430 \u0443\u0437\u043b\u044b, \u043f\u0440\u0435\u0434\u043e\u0442\u0432\u0440\u0430\u0449\u0430\u044f \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u0441 \u0441\u0432\u0435\u0440\u0445\u0443\u0442\u0438\u043b\u0438\u0437\u0430\u0446\u0438\u0435\u0439 \u0434\u0438\u0441\u043a\u043e\u0432 \u0438 \u0443\u0441\u043a\u043e\u0440\u044f\u044f \u0437\u0430\u043f\u0443\u0441\u043a POD&#8217;\u043e\u0432.<\/li>\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/859286\/\" 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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A1%D1%82%D0%B0%D1%82%D0%B8%D1%81%D1%82%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B8%D0%B5_%D0%BA%D1%80%D0%B8%D1%82%D0%B5%D1%80%D0%B8%D0%B8_%D0%B8_%D0%B4%D0%BE%D0%B2%D0%B5%D1%80%D0%B8%D1%82%D0%B5%D0%BB%D1%8C%D0%BD%D1%8B%D0%B5_%D0%B8%D0%BD%D1%82%D0%B5%D1%80%D0%B2%D0%B0%D0%BB%D1%8B\"><\/span>\u0421\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043a\u0440\u0438\u0442\u0435\u0440\u0438\u0438 \u0438 \u0434\u043e\u0432\u0435\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0438\u043d\u0442\u0435\u0440\u0432\u0430\u043b\u044b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043e \u0442\u043e\u043c, \u043a\u0430\u043a \u043f\u043e\u043d\u044f\u0442\u044c, \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u043b\u0438 \u0432\u0430\u0448\u0430 \u043d\u043e\u0432\u0430\u044f \u0444\u0438\u0447\u0430 \u0438\u043b\u0438 \u044d\u0442\u043e \u043f\u0440\u043e\u0441\u0442\u043e \u0441\u043b\u0443\u0447\u0430\u0439\u043d\u044b\u0439 \u0432\u0441\u043f\u043b\u0435\u0441\u043a. \u0420\u0430\u0437\u0431\u0435\u0440\u0435\u043c\u0441\u044f, \u0447\u0442\u043e \u0442\u0430\u043a\u043e\u0435 \u0441\u0442\u0430\u0442\u0438\u0441\u0442\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043a\u0440\u0438\u0442\u0435\u0440\u0438\u0438, \u0434\u043e\u0432\u0435\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0438\u043d\u0442\u0435\u0440\u0432\u0430\u043b\u044b, \u0438 \u043a\u0430\u043a \u0438\u0445 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c, \u0447\u0442\u043e\u0431\u044b \u043f\u0440\u0438\u043d\u0438\u043c\u0430\u0442\u044c \u043e\u0431\u043e\u0441\u043d\u043e\u0432\u0430\u043d\u043d\u044b\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/859234\/\" 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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%92%D0%B0%D1%88_%D0%BF%D0%B5%D1%80%D0%B2%D1%8B%D0%B9_AB-%D1%82%D0%B5%D1%81%D1%82_%D0%B3%D0%B0%D0%B9%D0%B4_%D0%B4%D0%BB%D1%8F_%D1%82%D0%B5%D1%85_%D0%BA%D1%82%D0%BE_%D0%B5%D1%89%D1%91_%D0%BD%D0%B8%D1%87%D0%B5%D0%B3%D0%BE_%D0%BD%D0%B5_%D0%BF%D1%80%D0%BE%D0%B1%D0%BE%D0%B2%D0%B0%D0%BB\"><\/span>\u0412\u0430\u0448 \u043f\u0435\u0440\u0432\u044b\u0439 A\/B-\u0442\u0435\u0441\u0442: \u0433\u0430\u0439\u0434 \u0434\u043b\u044f \u0442\u0435\u0445, \u043a\u0442\u043e \u0435\u0449\u0451 \u043d\u0438\u0447\u0435\u0433\u043e \u043d\u0435 \u043f\u0440\u043e\u0431\u043e\u0432\u0430\u043b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0415\u0441\u043b\u0438 \u0432\u044b \u0441\u043b\u044b\u0448\u0438\u0442\u0435 \u00abAB\u2011\u0442\u0435\u0441\u0442\u044b\u00bb \u0438 \u0443&nbsp;\u0432\u0430\u0441 \u0432&nbsp;\u0433\u043e\u043b\u043e\u0432\u0435 \u0432\u043e\u0437\u043d\u0438\u043a\u0430\u0435\u0442 \u0447\u0442\u043e\u2011\u0442\u043e \u0432\u0440\u043e\u0434\u0435 \u00ab\u0434\u0430, \u044f \u044d\u0442\u043e \u0433\u0434\u0435\u2011\u0442\u043e \u0432\u0438\u0434\u0435\u043b, \u043d\u043e&nbsp;\u043f\u043e\u043d\u044f\u0442\u0438\u044f \u043d\u0435&nbsp;\u0438\u043c\u0435\u044e, \u043a\u0430\u043a&nbsp;\u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442\u00bb, \u0442\u043e \u044d\u0442\u0430 \u0441\u0442\u0430\u0442\u044c\u044f&nbsp;\u2014 \u0434\u043b\u044f&nbsp;\u0432\u0430\u0441. \u042f \u043e\u0431\u044a\u044f\u0441\u043d\u044e,&nbsp;\u0447\u0442\u043e&nbsp;\u0442\u0430\u043a\u043e\u0435 AB\u2011\u0442\u0435\u0441\u0442\u044b, \u0437\u0430\u0447\u0435\u043c \u043e\u043d\u0438 \u043d\u0443\u0436\u043d\u044b, \u043a\u0430\u043a\u0438\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0438 \u043a\u0430\u043a&nbsp;\u0438\u0445 \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c, \u0447\u0442\u043e\u0431\u044b \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442&nbsp;\u0431\u044b\u043b \u043d\u0435&nbsp;\u043f\u0440\u043e\u0441\u0442\u043e \u0434\u043b\u044f&nbsp;\u0433\u0430\u043b\u043e\u0447\u043a\u0438, \u0430&nbsp;\u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043f\u043e\u043b\u0435\u0437\u043d\u044b\u043c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/859334\/\" 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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9F%D1%80%D0%B5%D0%BF%D0%B0%D1%80%D0%B8%D1%80%D1%83%D0%B5%D0%BC_%D1%81%D0%BB%D0%BE%D0%B8_%D0%BE%D0%B1%D1%80%D0%B0%D0%B7%D0%BE%D0%B2_Docker\"><\/span>\u041f\u0440\u0435\u043f\u0430\u0440\u0438\u0440\u0443\u0435\u043c \u0441\u043b\u043e\u0438 \u043e\u0431\u0440\u0430\u0437\u043e\u0432 Docker<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0422\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u0438 \u0441\u0435\u0439\u0447\u0430\u0441 \u044f\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u043d\u0435\u043e\u0442\u044a\u0435\u043c\u043b\u0435\u043c\u043e\u0439 \u0447\u0430\u0441\u0442\u044c\u044e \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432 DevOps. \u041a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u044b \u0430\u043a\u0442\u0438\u0432\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u0432 \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043d\u044b\u0445 \u0430\u0440\u0445\u0438\u0442\u0435\u043a\u0442\u0443\u0440\u0430\u0445 \u0434\u043b\u044f \u0438\u0437\u043e\u043b\u044f\u0446\u0438\u0438 \u043e\u0442\u0434\u0435\u043b\u044c\u043d\u044b\u0445 \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043e\u0432. \u041d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u043c \u0440\u0435\u0448\u0435\u043d\u0438\u0435\u043c \u043f\u043e \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0438\u0437\u0430\u0446\u0438\u0438 \u043d\u0430 \u0441\u0435\u0433\u043e\u0434\u043d\u044f\u0448\u043d\u0438\u0439 \u0434\u0435\u043d\u044c \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f Docker, \u0438 \u0438\u043c\u0435\u043d\u043d\u043e \u043e \u043d\u0435\u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0439 \u0440\u0430\u0431\u043e\u0442\u0435 \u0441 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430\u043c\u0438 Docker \u043c\u044b \u0438 \u0431\u0443\u0434\u0435\u043c \u0441\u0435\u0433\u043e\u0434\u043d\u044f \u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/859256\/\" 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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A3%D1%81%D0%BA%D0%BE%D1%80%D1%8F%D0%B5%D0%BC_PostgreSQL_%D1%81_%D0%BF%D0%BE%D0%BC%D0%BE%D1%89%D1%8C%D1%8E_Tuned\"><\/span>\u0423\u0441\u043a\u043e\u0440\u044f\u0435\u043c PostgreSQL \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Tuned<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0410\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0430\u0442\u043e\u0440\u0430\u043c \u0431\u0430\u0437 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432\u0441\u0435\u0433\u0434\u0430 \u0445\u043e\u0447\u0435\u0442\u0441\u044f, \u0447\u0442\u043e\u0431\u044b \u0438\u0445 \u0421\u0423\u0411\u0414 \u0440\u0430\u0431\u043e\u0442\u0430\u043b\u0438 \u0431\u044b\u0441\u0442\u0440\u0435\u0435. \u0412\u0441\u0435\u0433\u0434\u0430 \u043a\u0430\u0436\u0435\u0442\u0441\u044f, \u0447\u0442\u043e \u043c\u043e\u0436\u043d\u043e \u043f\u0440\u043e\u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u0435 \u043d\u0430\u0441\u0442\u0440\u043e\u0439\u043a\u0438, \u0438 \u0437\u0430\u043f\u0440\u043e\u0441\u044b \u043d\u0430\u0447\u043d\u0443\u0442 \u043e\u0442\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u0442\u044c \u0431\u044b\u0441\u0442\u0440\u0435\u0435.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0415\u0441\u0442\u044c \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0445 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432 \u0438 \u043d\u0430\u0441\u0442\u0440\u043e\u0435\u043a, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0442 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0440\u0430\u0431\u043e\u0442\u0443 \u0411\u0414 PostgreSQL. \u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u043d\u0435 \u0431\u0443\u0434\u0435\u043c \u043f\u044b\u0442\u0430\u0442\u044c\u0441\u044f \u043e\u0445\u0432\u0430\u0442\u0438\u0442\u044c \u0438\u0445 \u0432\u0441\u0435 \u0438 \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043e\u0431 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u0438 \u043f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u043e\u0432 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u043e\u0439 \u0438 \u0444\u0430\u0439\u043b\u043e\u0432\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043f\u0430\u043c\u044f\u0442\u0438 \u043d\u0430 \u0441\u0430\u043c\u043e\u043c \u0441\u0435\u0440\u0432\u0435\u0440\u0435 \u0421\u0423\u0411\u0414.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/859270\/\" 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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A5%D0%BE%D1%80%D0%BE%D1%88%D0%B8%D0%B9_%D1%80%D0%B5%D1%84%D0%B0%D0%BA%D1%82%D0%BE%D1%80%D0%B8%D0%BD%D0%B3_vs_%D0%BF%D0%BB%D0%BE%D1%85%D0%BE%D0%B9_%D1%80%D0%B5%D1%84%D0%B0%D0%BA%D1%82%D0%BE%D1%80%D0%B8%D0%BD%D0%B3\"><\/span>\u0425\u043e\u0440\u043e\u0448\u0438\u0439 \u0440\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u043d\u0433 vs \u043f\u043b\u043e\u0445\u043e\u0439 \u0440\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u043d\u0433<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0417\u0430 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u0435 \u0433\u043e\u0434\u044b \u044f \u043d\u0430\u043d\u044f\u043b \u043c\u043d\u043e\u0433\u0438\u0445 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432. \u0418 \u043d\u0435 \u0440\u0430\u0437 \u0441\u043b\u0443\u0447\u0430\u043b\u043e\u0441\u044c, \u0447\u0442\u043e \u043d\u043e\u0432\u0438\u0447\u043a\u0438 \u0441\u0440\u0430\u0437\u0443 \u0437\u0430\u044f\u0432\u043b\u044f\u043b\u0438, \u0447\u0442\u043e \u043d\u0430\u0448 \u043a\u043e\u0434 \u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u0441\u0435\u0440\u044c\u0451\u0437\u043d\u043e\u0433\u043e \u0440\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u043d\u0433\u0430. \u041d\u043e \u0432\u043e\u0442 \u0432 \u0447\u0451\u043c \u0434\u0435\u043b\u043e: \u0432\u043e \u043c\u043d\u043e\u0433\u0438\u0445 \u0441\u043b\u0443\u0447\u0430\u044f\u0445 \u0438\u0445 \u00ab\u0443\u043b\u0443\u0447\u0448\u0435\u043d\u043d\u044b\u0439\u00bb \u043a\u043e\u0434 \u043e\u043a\u0430\u0437\u044b\u0432\u0430\u043b\u0441\u044f \u0441\u043b\u043e\u0436\u043d\u0435\u0435 \u0434\u043b\u044f \u043f\u043e\u043d\u0438\u043c\u0430\u043d\u0438\u044f \u0438 \u0441\u043e\u043f\u0440\u043e\u0432\u043e\u0436\u0434\u0435\u043d\u0438\u044f. \u0411\u043e\u043b\u0435\u0435 \u0442\u043e\u0433\u043e, \u043e\u043d \u043e\u0431\u044b\u0447\u043d\u043e \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u043b\u0441\u044f \u043c\u0435\u0434\u043b\u0435\u043d\u043d\u0435\u0435 \u0438 \u0441\u043e\u0434\u0435\u0440\u0436\u0430\u043b \u0431\u043e\u043b\u044c\u0448\u0435 \u0431\u0430\u0433\u043e\u0432.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041d\u0435 \u043f\u043e\u0439\u043c\u0438\u0442\u0435 \u043c\u0435\u043d\u044f \u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e. \u0420\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u043d\u0433 \u2014 \u044d\u0442\u043e \u043d\u0435 \u0447\u0442\u043e-\u0442\u043e \u043f\u043b\u043e\u0445\u043e\u0435 \u0441\u0430\u043c\u043e \u043f\u043e \u0441\u0435\u0431\u0435. \u042d\u0442\u043e \u0432\u0430\u0436\u043d\u0430\u044f \u0447\u0430\u0441\u0442\u044c \u043f\u043e\u0434\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u044f \u043a\u043e\u0434\u0430 \u0432 \u0445\u043e\u0440\u043e\u0448\u0435\u043c \u0441\u043e\u0441\u0442\u043e\u044f\u043d\u0438\u0438. \u041f\u0440\u043e\u0431\u043b\u0435\u043c\u0430 \u0432 \u0442\u043e\u043c, \u0447\u0442\u043e&nbsp;<em>\u043f\u043b\u043e\u0445\u043e\u0439 \u0440\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u043d\u0433<\/em>&nbsp;\u044d\u0442\u043e \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043f\u043b\u043e\u0445\u043e. \u0418, \u043a \u0441\u043e\u0436\u0430\u043b\u0435\u043d\u0438\u044e, \u043f\u043e\u043f\u0430\u0441\u0442\u044c \u0432 \u043b\u043e\u0432\u0443\u0448\u043a\u0443 \u00ab\u0445\u043e\u0442\u0435\u043b\u0438 \u043a\u0430\u043a \u043b\u0443\u0447\u0448\u0435, \u0430 \u043f\u043e\u043b\u0443\u0447\u0438\u043b\u043e\u0441\u044c \u043a\u0430\u043a \u0432\u0441\u0435\u0433\u0434\u0430\u00bb \u043f\u0440\u043e\u0449\u0435, \u0447\u0435\u043c \u043a\u0430\u0436\u0435\u0442\u0441\u044f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u0430\u0432\u0430\u0439\u0442\u0435 \u0440\u0430\u0437\u0431\u0435\u0440\u0451\u043c\u0441\u044f, \u0447\u0442\u043e \u043e\u0442\u043b\u0438\u0447\u0430\u0435\u0442 \u0445\u043e\u0440\u043e\u0448\u0438\u0439 \u0440\u0435\u0444\u0430\u043a\u0442\u043e\u0440\u0438\u043d\u0433 \u043e\u0442 \u043f\u043b\u043e\u0445\u043e\u0433\u043e \u0438 \u043a\u0430\u043a \u043d\u0435 \u0441\u0442\u0430\u0442\u044c \u0442\u0435\u043c \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u043c, \u043a\u043e\u0442\u043e\u0440\u043e\u0433\u043e \u043a\u043e\u043b\u043b\u0435\u0433\u0438 \u0431\u043e\u044f\u0442\u0441\u044f \u043f\u043e\u0434\u043f\u0443\u0441\u043a\u0430\u0442\u044c \u043a \u043a\u043e\u0434\u0443.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/861450\/\" 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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9F%D0%B0%D1%80%D0%B0_%D1%81%D0%BB%D0%BE%D0%B2_%D0%BE_%D0%B2%D1%80%D0%B5%D0%B4%D0%BE%D0%BD%D0%BE%D1%81%D0%BD%D0%BE%D0%BC_%D0%9F%D0%9E_%D0%B4%D0%BB%D1%8F_Linux_%D0%B8_%D1%81%D0%BF%D0%BE%D1%81%D0%BE%D0%B1%D0%B0%D1%85_%D0%B7%D0%B0%D1%89%D0%B8%D1%82%D1%8B_%D0%B2%D0%B0%D1%88%D0%B5%D0%B9_%D1%81%D0%B8%D1%81%D1%82%D0%B5%D0%BC%D1%8B\"><\/span>\u041f\u0430\u0440\u0430 \u0441\u043b\u043e\u0432 \u043e \u0432\u0440\u0435\u0434\u043e\u043d\u043e\u0441\u043d\u043e\u043c \u041f\u041e \u0434\u043b\u044f Linux \u0438 \u0441\u043f\u043e\u0441\u043e\u0431\u0430\u0445 \u0437\u0430\u0449\u0438\u0442\u044b \u0432\u0430\u0448\u0435\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u044b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0415\u0441\u043b\u0438 \u0432\u044b \u0441\u043b\u0435\u0434\u0438\u0442\u0435 \u0437\u0430&nbsp;\u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0438\u043c\u0438 \u043d\u043e\u0432\u043e\u0441\u0442\u044f\u043c\u0438 \u0432&nbsp;\u043e\u0431\u043b\u0430\u0441\u0442\u0438 IT\u2011\u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438, \u0442\u043e, \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e, \u0437\u0430\u043c\u0435\u0442\u0438\u043b\u0438 \u0440\u043e\u0441\u0442 \u0447\u0438\u0441\u043b\u0430 \u0430\u0442\u0430\u043a \u043d\u0430&nbsp;\u0441\u0435\u0442\u0435\u0432\u0443\u044e \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0443 Linux\u2011\u0441\u0438\u0441\u0442\u0435\u043c. \u0421\u0440\u0435\u0434\u0438 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u0440\u0430\u0437\u043d\u043e\u0432\u0438\u0434\u043d\u043e\u0441\u0442\u0435\u0439 \u0432\u0440\u0435\u0434\u043e\u043d\u043e\u0441\u043d\u043e\u0433\u043e \u041f\u041e, \u043e&nbsp;\u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0432\u044b \u0434\u043e\u043b\u0436\u043d\u044b \u0437\u043d\u0430\u0442\u044c, \u043c\u043e\u0436\u043d\u043e \u0432\u044b\u0434\u0435\u043b\u0438\u0442\u044c Cloud Snooper, EvilGnome, HiddenWasp, QNAPCrypt, GonnaCry, FBOT \u0438 Tycoon.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Linux \u0441\u0447\u0438\u0442\u0430\u0435\u0442\u0441\u044f \u043e\u0447\u0435\u043d\u044c \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0439 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u043e\u0439, \u043d\u043e&nbsp;\u044d\u0442\u0438 \u0443\u0433\u0440\u043e\u0437\u044b \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438 \u043e\u0431\u043b\u0430\u0447\u043d\u043e\u0439 \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u043c\u043e\u0433\u0443\u0442 \u0437\u0430\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u0441\u043e\u043c\u043d\u0435\u0432\u0430\u0442\u044c\u0441\u044f \u0432&nbsp;\u0437\u0430\u0449\u0438\u0449\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u0432\u0430\u0448\u0435\u0439 \u043a\u043e\u043c\u043f\u0430\u043d\u0438\u0438 \u043a\u0430\u043a&nbsp;\u0442\u0430\u043a\u043e\u0432\u043e\u0439. \u0412&nbsp;\u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u0445\u043e\u0442\u0438\u043c \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c \u043e&nbsp;\u0442\u0435\u043a\u0443\u0449\u0435\u0439 \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u0438 \u0441&nbsp;Linux\u2011\u0443\u0433\u0440\u043e\u0437\u0430\u043c\u0438, \u0434\u0430\u0442\u044c \u043a\u0440\u0430\u0442\u043a\u0438\u0439 \u044d\u043a\u0441\u043a\u0443\u0440\u0441 \u0432&nbsp;\u0438\u0441\u0442\u043e\u0440\u0438\u044e \u0432\u0440\u0435\u0434\u043e\u043d\u043e\u0441\u043d\u043e\u0433\u043e \u041f\u041e&nbsp;\u0434\u043b\u044f&nbsp;Linux \u0438 \u043f\u0440\u043e\u043b\u0438\u0442\u044c \u0441\u0432\u0435\u0442 \u043d\u0430&nbsp;\u0434\u0440\u0443\u0433\u0438\u0435 \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0435 \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u043e\u0433\u0443\u0442 \u0432\u043e\u0437\u043d\u0438\u043a\u043d\u0443\u0442\u044c \u0443&nbsp;\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/861488\/\" 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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9A%D0%B0%D0%BA_awk_%D0%B7%D0%B0%D0%BC%D0%B5%D0%BD%D1%8F%D0%B5%D1%82_10_%D0%BA%D0%BE%D0%BC%D0%B0%D0%BD%D0%B4_Bash\"><\/span>\u041a\u0430\u043a awk \u0437\u0430\u043c\u0435\u043d\u044f\u0435\u0442 10 \u043a\u043e\u043c\u0430\u043d\u0434 Bash<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u041a\u043e\u0433\u0434\u0430 \u0442\u043e\u043b\u044c\u043a\u043e \u0430\u0432\u0442\u043e\u0440 \u043d\u0430\u0447\u0438\u043d\u0430\u043b \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0441&nbsp;Linux, \u043a\u0430\u0436\u0434\u0443\u044e \u0437\u0430\u0434\u0430\u0447\u0443 \u043e\u0431\u0440\u0430\u0431\u0430\u0442\u044b\u0432\u0430\u043b \u0447\u0435\u0440\u0435\u0437 \u043a\u0443\u0447\u043a\u0443 \u043f\u0430\u0439\u043f\u043e\u0432. \u041f\u043e\u0442\u043e\u043c \u0435\u0433\u043e \u043a\u043e\u043b\u043b\u0435\u0433\u0430 \u0441\u043a\u0430\u0437\u0430\u043b \u0435\u043c\u0443: \u00ab\u0417\u0430\u0432\u044f\u0437\u044b\u0432\u0430\u0439 \u0441&nbsp;\u044d\u0442\u0438\u043c, \u043f\u043e\u043f\u0440\u043e\u0431\u0443\u0439&nbsp;awk\u00bb. \u0418 \u0430\u0432\u0442\u043e\u0440 \u043f\u043e\u043f\u0440\u043e\u0431\u043e\u0432\u0430\u043b. \u0418 \u044d\u0442\u043e \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0443\u0434\u043e\u0431\u043d\u043e. \u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043e\u043d \u0440\u0430\u0441\u0441\u043a\u0430\u0437\u044b\u0432\u0430\u0435\u0442, \u043a\u0430\u043a&nbsp;awk&nbsp;\u043c\u043e\u0436\u0435\u0442 \u0437\u0430\u043c\u0435\u043d\u0438\u0442\u044c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043f\u0440\u0438\u0432\u044b\u0447\u043d\u044b\u0445 \u043a\u043e\u043c\u0430\u043d\u0434 bash.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/861572\/\" 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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Task_%D0%B8%D0%B7%D0%BD%D1%83%D1%82%D1%80%D0%B8_%D1%83%D0%BF%D1%80%D0%B0%D0%B2%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%BF%D0%BE%D1%82%D0%BE%D0%BA%D0%B0%D0%BC%D0%B8_%D0%B2_NET_%D0%B8_%D1%81%D0%BE%D0%B7%D0%B4%D0%B0%D0%BD%D0%B8%D0%B5_%D1%81%D0%B2%D0%BE%D0%B8%D1%85_%D0%BF%D0%BB%D0%B0%D0%BD%D0%B8%D1%80%D0%BE%D0%B2%D1%89%D0%B8%D0%BA%D0%BE%D0%B2\"><\/span>Task \u0438\u0437\u043d\u0443\u0442\u0440\u0438: \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043f\u043e\u0442\u043e\u043a\u0430\u043c\u0438 \u0432 .NET \u0438 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0441\u0432\u043e\u0438\u0445 \u043f\u043b\u0430\u043d\u0438\u0440\u043e\u0432\u0449\u0438\u043a\u043e\u0432<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043e \u0442\u043e\u043c, \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0437\u0430\u0434\u0430\u0447\u0438 \u0432 .NET, \u0437\u0430\u0447\u0435\u043c \u043c\u043e\u0436\u0435\u0442 \u043f\u043e\u043d\u0430\u0434\u043e\u0431\u0438\u0442\u044c\u0441\u044f \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0439&nbsp;<code>TaskScheduler<\/code>&nbsp;\u0438 \u043a\u0430\u043a \u0435\u0433\u043e \u0440\u0435\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u0442\u044c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/861074\/\" 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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%94%D0%B8%D0%BD%D0%B0%D0%BC%D0%B8%D1%87%D0%B5%D1%81%D0%BA%D0%B8%D0%B5_SQL-%D0%B7%D0%B0%D0%BF%D1%80%D0%BE%D1%81%D1%8B_%D0%B2_PostgreSQL_%D0%BA%D0%BE%D0%B3%D0%B4%D0%B0_%D0%B7%D0%B0%D1%87%D0%B5%D0%BC_%D0%B8_%D0%BA%D0%B0%D0%BA\"><\/span>\u0414\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0435 SQL-\u0437\u0430\u043f\u0440\u043e\u0441\u044b \u0432 PostgreSQL: \u043a\u043e\u0433\u0434\u0430, \u0437\u0430\u0447\u0435\u043c \u0438 \u043a\u0430\u043a<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043e&nbsp;\u043c\u043e\u0449\u043d\u043e\u0439 \u0448\u0442\u0443\u043a\u0435 \u0432&nbsp;PostgreSQL, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043e\u0434\u043d\u043e\u0432\u0440\u0435\u043c\u0435\u043d\u043d\u043e \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u0438 \u043e\u0442\u043a\u0440\u044b\u0432\u0430\u0435\u0442 \u043f\u043e\u0440\u0442\u0430\u043b \u0432&nbsp;\u0430\u0434: \u0434\u0438\u043d\u0430\u043c\u0438\u0447\u0435\u0441\u043a\u0438\u0435 SQL\u2011\u0437\u0430\u043f\u0440\u043e\u0441\u044b.&nbsp;\u0414\u0438\u043d\u0430\u043c\u0438\u043a\u0430&nbsp;\u2014 \u044d\u0442\u043e \u043a\u043e\u0433\u0434\u0430 SQL \u0441\u043e\u0431\u0438\u0440\u0430\u0435\u0442\u0441\u044f \u043d\u0430&nbsp;\u043b\u0435\u0442\u0443, \u0430&nbsp;\u043d\u0435&nbsp;\u043f\u0438\u0448\u0435\u0442\u0441\u044f \u0437\u0430\u0440\u0430\u043d\u0435\u0435 \u0441\u0442\u0430\u0442\u0438\u0447\u043d\u044b\u043c \u0442\u0435\u043a\u0441\u0442\u043e\u043c. \u0417\u0432\u0443\u0447\u0438\u0442 \u043d\u0435\u043f\u043b\u043e\u0445\u043e, \u043d\u043e&nbsp;\u043f\u0440\u0438&nbsp;\u043d\u0435\u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e\u043c \u043f\u043e\u0434\u0445\u043e\u0434\u0435 \u043b\u0435\u0433\u043a\u043e \u043f\u0440\u0435\u0432\u0440\u0430\u0449\u0430\u0435\u0442\u0441\u044f \u0432&nbsp;\u043a\u0430\u0442\u0430\u0441\u0442\u0440\u043e\u0444\u0443.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/861240\/\" 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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%9C%D0%B0%D1%81%D1%82%D0%B5%D1%80%D1%81%D1%82%D0%B2%D0%BE_%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D1%8B_%D1%81_Java_Stream\"><\/span>\u041c\u0430\u0441\u0442\u0435\u0440\u0441\u0442\u0432\u043e \u0440\u0430\u0431\u043e\u0442\u044b \u0441 Java Stream<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c, \u043a\u0430\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c Stream \u0434\u043b\u044f \u043d\u0430\u043f\u0438\u0441\u0430\u043d\u0438\u044f \u0431\u043e\u043b\u0435\u0435 \u044d\u043b\u0435\u0433\u0430\u043d\u0442\u043d\u043e\u0433\u043e \u043a\u043e\u0434\u0430 \u043d\u0430 Java \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u043f\u0440\u0438\u043c\u0435\u0440\u043e\u0432, \u0430 \u0442\u0430\u043a\u0436\u0435 \u043a\u0440\u0430\u0442\u043a\u043e \u043e\u043f\u0438\u0441\u0430\u043b\u0438 \u0444\u0430\u043a\u0442\u0438\u0447\u0435\u0441\u043a\u0443\u044e \u0440\u043e\u043b\u044c \u043a\u0430\u0436\u0434\u043e\u0433\u043e API.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/862134\/\" 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<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%D0%A7%D1%82%D0%BE_%D1%82%D0%B0%D0%BA%D0%BE%D0%B5_%D0%BF%D0%B5%D1%80%D0%B5%D0%BE%D0%B1%D1%83%D1%87%D0%B5%D0%BD%D0%B8%D0%B5_%D0%B8_%D0%BA%D0%B0%D0%BA_%D0%B5%D0%B3%D0%BE_%D0%B8%D0%B7%D0%B1%D0%B5%D0%B6%D0%B0%D1%82%D1%8C_%D0%BE%D1%81%D0%BD%D0%BE%D0%B2%D1%8B\"><\/span>\u0427\u0442\u043e \u0442\u0430\u043a\u043e\u0435 \u043f\u0435\u0440\u0435\u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435 \u0438 \u043a\u0430\u043a \u0435\u0433\u043e \u0438\u0437\u0431\u0435\u0436\u0430\u0442\u044c: \u043e\u0441\u043d\u043e\u0432\u044b<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0415\u0441\u043b\u0438 \u0432\u044b \u0442\u043e\u043b\u044c\u043a\u043e \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0442\u0435 \u0441\u0432\u043e\u0439 \u043f\u0443\u0442\u044c \u0432&nbsp;\u043c\u0430\u0448\u0438\u043d\u043d\u043e\u043c \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0438 \u0438\u043b\u0438&nbsp;\u0443\u0436\u0435 \u0443\u0441\u043f\u0435\u043b\u0438 \u0441\u0442\u043e\u043b\u043a\u043d\u0443\u0442\u044c\u0441\u044f \u0441&nbsp;\u0435\u0433\u043e \u043d\u0435\u043f\u0440\u0435\u0434\u0441\u043a\u0430\u0437\u0443\u0435\u043c\u044b\u043c\u0438 \u0441\u044e\u0440\u043f\u0440\u0438\u0437\u0430\u043c\u0438, \u0442\u043e \u044d\u0442\u0430 \u0441\u0442\u0430\u0442\u044c\u044f \u0434\u043b\u044f&nbsp;\u0442\u0435\u0445, \u043a\u0442\u043e \u0445\u043e\u0447\u0435\u0442 \u043f\u043e\u043d\u044f\u0442\u044c \u0438 \u043f\u043e\u0431\u0435\u0434\u0438\u0442\u044c&nbsp;\u043f\u0435\u0440\u0435\u043e\u0431\u0443\u0447\u0435\u043d\u0438\u0435&nbsp;(\u043e\u043d\u043e&nbsp;\u0436\u0435&nbsp;<em>overfitting<\/em>).<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/860958\/\" 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<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/otus.pw\/sGxJ\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"370\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/12\/Habr_banner-1024x370.png\" alt=\"OTUS \u043d\u0430 \u0425\u0430\u0431\u0440: \u043b\u0443\u0447\u0448\u0438\u0435 \u0441\u0442\u0430\u0442\u044c\u0438 \u0437\u0430 \u043d\u043e\u044f\u0431\u0440\u044c\" class=\"wp-image-11260\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/12\/Habr_banner-1024x370.png 1024w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/12\/Habr_banner-300x108.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/12\/Habr_banner-150x54.png 150w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/12\/Habr_banner-768x278.png 768w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/12\/Habr_banner-1536x555.png 1536w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/12\/Habr_banner.png 1560w\" sizes=\"auto, (max-width: 1024px) 100vw, 1024px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/12\/Habr_banner-1024x370.png\",\"width\":\"1024\",\"height\":\"370\"}<\/script><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>Django-\u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f: \u043f\u0440\u043e\u0441\u0442\u043e \u043e \u0441\u043b\u043e\u0436\u043d\u043e\u043c \u0410\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u044f \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0444\u0443\u043d\u0434\u0430\u043c\u0435\u043d\u0442\u0430\u043b\u044c\u043d\u043e\u0439 \u0447\u0430\u0441\u0442\u044c\u044e \u043b\u044e\u0431\u043e\u0433\u043e \u0432\u0435\u0431-\u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f. \u041c\u044b \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0441\u043f\u043e\u0441\u043e\u0431\u044b \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438 \u0430\u0443\u0442\u0435\u043d\u0442\u0438\u0444\u0438\u043a\u0430\u0446\u0438\u0438 \u0432 Django, \u043d\u0430\u0447\u0438\u043d\u0430\u044f \u043e\u0442 \u0441\u0442\u0430\u043d\u0434\u0430\u0440\u0442\u043d\u044b\u0445 \u043c\u0435\u0442\u043e\u0434\u043e\u0432 \u0438 \u0437\u0430\u043a\u0430\u043d\u0447\u0438\u0432\u0430\u044f \u0431\u043e\u043b\u0435\u0435 \u043a\u0440\u0443\u0442\u044b\u043c\u0438 \u0442\u0435\u0445\u043d\u0438\u043a\u0430\u043c\u0438, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440 \u043a\u0430\u043a 2FA \u0438 OAuth2. \u0427\u0438\u0442\u0430\u0442\u044c \u0434\u0430\u043b\u0435\u0435 \u0422\u0440\u0438\u0433\u0433\u0435\u0440\u044b \u0432 PostgreSQL: \u043e\u0441\u043d\u043e\u0432\u044b \u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043f\u0440\u043e \u0442\u0440\u0438\u0433\u0433\u0435\u0440\u044b \u0432 PostgreSQL. \u041d\u0430\u0447\u043d\u0451\u043c \u0441 \u0431\u0430\u0437\u044b: \u0442\u0440\u0438\u0433\u0433\u0435\u0440 \u0432 PostgreSQL \u2014 \u044d\u0442\u043e \u0442\u0430\u043a\u0430\u044f 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