{"id":11107,"date":"2024-11-01T09:29:28","date_gmt":"2024-11-01T09:29:28","guid":{"rendered":"https:\/\/otus.ru\/journal\/?p=11107"},"modified":"2024-11-29T10:10:19","modified_gmt":"2024-11-29T10:10:19","slug":"it-infrastruktura-podborka-statej-v-bloge-otus-na-habr-3","status":"publish","type":"post","link":"https:\/\/otus.ru\/journal\/it-infrastruktura-podborka-statej-v-bloge-otus-na-habr-3\/","title":{"rendered":"IT-\u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430: \u043f\u043e\u0434\u0431\u043e\u0440\u043a\u0430 \u0441\u0442\u0430\u0442\u0435\u0439 \u0432 \u0431\u043b\u043e\u0433\u0435 OTUS \u043d\u0430 \u0425\u0430\u0431\u0440"},"content":{"rendered":"<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_61 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<div class=\"ez-toc-title-container\">\n<p class=\"ez-toc-title \" >\u0421\u043e\u0434\u0435\u0440\u0436\u0430\u043d\u0438\u0435<\/p>\n<span class=\"ez-toc-title-toggle\"><a href=\"#\" class=\"ez-toc-pull-right ez-toc-btn ez-toc-btn-xs ez-toc-btn-default ez-toc-toggle\" aria-label=\"Toggle Table of Content\"><span class=\"ez-toc-js-icon-con\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .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\/it-infrastruktura-podborka-statej-v-bloge-otus-na-habr-3\/#%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-2\" href=\"https:\/\/otus.ru\/journal\/it-infrastruktura-podborka-statej-v-bloge-otus-na-habr-3\/#%D0%A0%D0%B0%D0%B1%D0%BE%D1%82%D0%B0_%D0%B2_%D0%BA%D0%BE%D0%BC%D0%B0%D0%BD%D0%B4%D0%BD%D0%BE%D0%B9_%D1%81%D1%82%D1%80%D0%BE%D0%BA%D0%BE%D0%B9_%D0%9E%D0%A1_Astra_Linux\" title=\"\u0420\u0430\u0431\u043e\u0442\u0430 \u0432 \u043a\u043e\u043c\u0430\u043d\u0434\u043d\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u043e\u0439 \u041e\u0421 Astra Linux\">\u0420\u0430\u0431\u043e\u0442\u0430 \u0432 \u043a\u043e\u043c\u0430\u043d\u0434\u043d\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u043e\u0439 \u041e\u0421 Astra Linux<\/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\/it-infrastruktura-podborka-statej-v-bloge-otus-na-habr-3\/#%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-4\" href=\"https:\/\/otus.ru\/journal\/it-infrastruktura-podborka-statej-v-bloge-otus-na-habr-3\/#%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-5\" href=\"https:\/\/otus.ru\/journal\/it-infrastruktura-podborka-statej-v-bloge-otus-na-habr-3\/#%D0%A1%D1%80%D0%B0%D0%B2%D0%BD%D0%B5%D0%BD%D0%B8%D0%B5_%D1%80%D0%B5%D0%B0%D0%BB%D0%B8%D0%B7%D0%B0%D1%86%D0%B8%D0%B9_%D0%B3%D0%B5%D0%BE-%D1%80%D0%B5%D1%88%D0%B5%D0%BD%D0%B8%D0%B9_%D0%B2_%D0%A1%D0%A3%D0%91%D0%94\" title=\"\u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0439 \u0433\u0435\u043e-\u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u0432 \u0421\u0423\u0411\u0414\">\u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0439 \u0433\u0435\u043e-\u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u0432 \u0421\u0423\u0411\u0414<\/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\/it-infrastruktura-podborka-statej-v-bloge-otus-na-habr-3\/#%D0%91%D0%B5%D0%B7%D0%BE%D0%BF%D0%B0%D1%81%D0%BD%D0%B0%D1%8F_%D1%80%D0%B0%D0%B7%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D0%BA%D0%B0_%D0%BD%D0%B0_Python\" title=\"\u0411\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u0430\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043d\u0430 Python\">\u0411\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u0430\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043d\u0430 Python<\/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\/it-infrastruktura-podborka-statej-v-bloge-otus-na-habr-3\/#%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-8\" href=\"https:\/\/otus.ru\/journal\/it-infrastruktura-podborka-statej-v-bloge-otus-na-habr-3\/#%D0%91%D0%B5%D0%B7%D0%BE%D0%BF%D0%B0%D1%81%D0%BD%D0%BE%D1%81%D1%82%D1%8C_CICD\" title=\"\u0411\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c CI\/CD\">\u0411\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c CI\/CD<\/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\/it-infrastruktura-podborka-statej-v-bloge-otus-na-habr-3\/#%D0%94%D0%B8%D0%B7%D0%B0%D0%B9%D0%BD_%D0%B1%D0%B5%D0%B7%D0%BE%D0%BF%D0%B0%D1%81%D0%BD%D0%BE%D0%B9_%D0%BF%D1%80%D0%BE%D0%BC%D1%8B%D1%88%D0%BB%D0%B5%D0%BD%D0%BD%D0%BE%D0%B9_%D1%81%D0%B5%D1%82%D0%B8\" title=\"\u0414\u0438\u0437\u0430\u0439\u043d \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0439 \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u043e\u0439 \u0441\u0435\u0442\u0438\">\u0414\u0438\u0437\u0430\u0439\u043d \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0439 \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u043e\u0439 \u0441\u0435\u0442\u0438<\/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\/it-infrastruktura-podborka-statej-v-bloge-otus-na-habr-3\/#%D0%A2%D1%80%D0%B8_%D1%84%D0%B8%D1%87%D0%B8_PostgreSQL_%D0%BA%D0%BE%D1%82%D0%BE%D1%80%D1%8B%D0%B5_%D0%B1%D1%83%D0%B4%D1%83%D1%82_%D0%BF%D0%BE%D0%BB%D0%B5%D0%B7%D0%BD%D1%8B_%D0%BA%D0%B0%D0%B6%D0%B4%D0%BE%D0%BC%D1%83_%D0%BD%D0%BE%D0%B2%D0%B8%D1%87%D0%BA%D1%83\" title=\"\u0422\u0440\u0438 \u0444\u0438\u0447\u0438 PostgreSQL, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0431\u0443\u0434\u0443\u0442 \u043f\u043e\u043b\u0435\u0437\u043d\u044b \u043a\u0430\u0436\u0434\u043e\u043c\u0443 \u043d\u043e\u0432\u0438\u0447\u043a\u0443\">\u0422\u0440\u0438 \u0444\u0438\u0447\u0438 PostgreSQL, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0431\u0443\u0434\u0443\u0442 \u043f\u043e\u043b\u0435\u0437\u043d\u044b \u043a\u0430\u0436\u0434\u043e\u043c\u0443 \u043d\u043e\u0432\u0438\u0447\u043a\u0443<\/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\/it-infrastruktura-podborka-statej-v-bloge-otus-na-habr-3\/#%D0%9E%D0%BF%D1%82%D0%B8%D0%BC%D0%B8%D0%B7%D0%B0%D1%86%D0%B8%D1%8F_%D0%B2_Python_c_Kubernetes_%D0%BA%D1%8D%D1%88%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5_%D0%B8_CDN\" title=\"\u041e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0432 Python c Kubernetes: \u043a\u044d\u0448\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 CDN\">\u041e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0432 Python c Kubernetes: \u043a\u044d\u0448\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 CDN<\/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\/it-infrastruktura-podborka-statej-v-bloge-otus-na-habr-3\/#%D0%A3%D0%B7%D0%BD%D0%B0%D0%B5%D0%BC_%D1%87%D1%82%D0%BE_%D0%B4%D0%B5%D0%BB%D0%B0%D0%BB_%D0%BF%D0%BE%D0%BB%D1%8C%D0%B7%D0%BE%D0%B2%D0%B0%D1%82%D0%B5%D0%BB%D1%8C_%D1%87%D0%B5%D1%80%D0%B5%D0%B7_%D0%B4%D0%B0%D0%BC%D0%BF_%D1%80%D0%B5%D0%B5%D1%81%D1%82%D1%80%D0%B0\" title=\"\u0423\u0437\u043d\u0430\u0435\u043c, \u0447\u0442\u043e \u0434\u0435\u043b\u0430\u043b \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u0447\u0435\u0440\u0435\u0437 \u0434\u0430\u043c\u043f \u0440\u0435\u0435\u0441\u0442\u0440\u0430\">\u0423\u0437\u043d\u0430\u0435\u043c, \u0447\u0442\u043e \u0434\u0435\u043b\u0430\u043b \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u0447\u0435\u0440\u0435\u0437 \u0434\u0430\u043c\u043f \u0440\u0435\u0435\u0441\u0442\u0440\u0430<\/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\/it-infrastruktura-podborka-statej-v-bloge-otus-na-habr-3\/#Lateral_movement_%D0%BF%D0%B5%D1%80%D0%B5%D0%BC%D0%B5%D1%89%D0%B5%D0%BD%D0%B8%D0%B5_%D0%B2_%D0%B0%D1%82%D0%B0%D0%BA%D1%83%D0%B5%D0%BC%D0%BE%D0%B9_%D1%81%D0%B5%D1%82%D0%B8\" title=\"Lateral movement: \u043f\u0435\u0440\u0435\u043c\u0435\u0449\u0435\u043d\u0438\u0435 \u0432 \u0430\u0442\u0430\u043a\u0443\u0435\u043c\u043e\u0439 \u0441\u0435\u0442\u0438\">Lateral movement: \u043f\u0435\u0440\u0435\u043c\u0435\u0449\u0435\u043d\u0438\u0435 \u0432 \u0430\u0442\u0430\u043a\u0443\u0435\u043c\u043e\u0439 \u0441\u0435\u0442\u0438<\/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\/it-infrastruktura-podborka-statej-v-bloge-otus-na-habr-3\/#%D0%9F%D1%80%D0%B8%D0%BC%D0%B5%D0%BD%D0%B5%D0%BD%D0%B8%D0%B5_SIEM_%D0%B4%D0%BB%D1%8F_%D1%80%D0%B0%D1%81%D1%81%D0%BB%D0%B5%D0%B4%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F_%D0%B8%D0%BD%D1%86%D0%B8%D0%B4%D0%B5%D0%BD%D1%82%D0%BE%D0%B2\" title=\"\u041f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435 SIEM \u0434\u043b\u044f \u0440\u0430\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u0438\u043d\u0446\u0438\u0434\u0435\u043d\u0442\u043e\u0432\">\u041f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435 SIEM \u0434\u043b\u044f \u0440\u0430\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u0438\u043d\u0446\u0438\u0434\u0435\u043d\u0442\u043e\u0432<\/a><\/li><\/ul><\/nav><\/div>\n\n<p class=\"wp-block-paragraph\"><em>\u0421\u0442\u0430\u0442\u044c\u044f \u0434\u043e\u043f\u043e\u043b\u043d\u0435\u043d\u0430 \u0438 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0430 29.11.2024<\/em><\/p>\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%A0%D0%B0%D0%B1%D0%BE%D1%82%D0%B0_%D0%B2_%D0%BA%D0%BE%D0%BC%D0%B0%D0%BD%D0%B4%D0%BD%D0%BE%D0%B9_%D1%81%D1%82%D1%80%D0%BE%D0%BA%D0%BE%D0%B9_%D0%9E%D0%A1_Astra_Linux\"><\/span>\u0420\u0430\u0431\u043e\u0442\u0430 \u0432 \u043a\u043e\u043c\u0430\u043d\u0434\u043d\u043e\u0439 \u0441\u0442\u0440\u043e\u043a\u043e\u0439 \u041e\u0421 Astra Linux<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u041a\u043e\u043c\u0430\u043d\u0434\u043d\u0430\u044f \u0441\u0442\u0440\u043e\u043a\u0430 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043d\u0435\u043e\u0442\u044a\u0435\u043c\u043b\u0435\u043c\u043e\u0439 \u0447\u0430\u0441\u0442\u044c\u044e \u043b\u044e\u0431\u043e\u0433\u043e \u0434\u0438\u0441\u0442\u0440\u0438\u0431\u0443\u0442\u0438\u0432\u0430 Linux. \u041a\u0430\u043a\u0438\u0435 \u0431\u044b \u043e\u043a\u043e\u043d\u043d\u044b\u0435 \u043e\u0431\u043e\u043b\u043e\u0447\u043a\u0438 \u043c\u044b \u043d\u0435 \u0443\u0441\u0442\u0430\u043d\u0430\u0432\u043b\u0438\u0432\u0430\u043b\u0438, \u0430\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0430\u0442\u043e\u0440\u044b \u0432\u0441\u0435-\u0440\u0430\u0432\u043d\u043e \u0431\u043e\u043b\u044c\u0448\u0438\u043d\u0441\u0442\u0432\u043e \u0437\u0430\u0434\u0430\u0447 \u0431\u0443\u0434\u0443\u0442 \u0440\u0435\u0448\u0430\u0442\u044c \u0447\u0435\u0440\u0435\u0437 \u043a\u043e\u043c\u0430\u043d\u0434\u043d\u0443\u044e \u0441\u0442\u0440\u043e\u043a\u0443. \u041f\u043e\u044d\u0442\u043e\u043c\u0443 \u0432\u0430\u0436\u043d\u043e \u0443\u043c\u0435\u0442\u044c \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u044d\u0442\u0438\u043c \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u043c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u0430\u043d\u043d\u0430\u044f \u0441\u0442\u0430\u0442\u044c\u044f \u043f\u0440\u0435\u0434\u043d\u0430\u0437\u043d\u0430\u0447\u0435\u043d\u0430 \u043f\u0440\u0435\u0436\u0434\u0435 \u0432\u0441\u0435\u0433\u043e \u0434\u043b\u044f \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0435\u0439 \u0438 \u0430\u0434\u043c\u0438\u043d\u0438\u0441\u0442\u0440\u0430\u0442\u043e\u0440\u043e\u0432, \u043f\u0435\u0440\u0435\u0448\u0435\u0434\u0448\u0438\u0445 \u0441 \u041e\u0421 Windows \u043d\u0430 Astra Linux. \u0420\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0438 \u0410\u0441\u0442\u0440\u044b \u043f\u043e\u0441\u0442\u0430\u0440\u0430\u043b\u0438\u0441\u044c \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u043e\u043a\u043e\u043d\u043d\u044b\u0439 \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441 \u043c\u0430\u043a\u0441\u0438\u043c\u0430\u043b\u044c\u043d\u043e \u0441\u0445\u043e\u0436\u0438\u043c \u0441 Windows, \u0434\u043b\u044f \u0442\u043e\u0433\u043e, \u0447\u0442\u043e\u0431\u044b \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c \u0431\u044b\u043b\u043e \u0443\u0434\u043e\u0431\u043d\u0435\u0435 \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0432 \u043d\u0435\u043c. \u0410 \u0432\u043e\u0442 \u043a\u043e\u043c\u0430\u043d\u0434\u043d\u0430\u044f \u0441\u0442\u0440\u043e\u043a\u0430 \u0437\u0434\u0435\u0441\u044c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u043a\u043b\u0430\u0441\u0441\u0438\u0447\u0435\u0441\u043a\u0438\u0435 \u043a\u043e\u043c\u0430\u043d\u0434\u044b Bash \u0438 \u0438\u043c\u0435\u043d\u043d\u043e \u0441 \u043d\u0438\u043c\u0438 \u043c\u044b \u0438 \u0431\u0443\u0434\u0435\u043c \u0440\u0430\u0437\u0431\u0438\u0440\u0430\u0442\u044c\u0441\u044f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/854464\/\" 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\u00a0\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\u00a0\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\u00a0\u0442\u0430\u043a\u043e\u0432\u043e\u0439. \u0412\u00a0\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\u00a0\u0442\u0435\u043a\u0443\u0449\u0435\u0439 \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u0438 \u0441\u00a0Linux\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\u00a0\u0438\u0441\u0442\u043e\u0440\u0438\u044e \u0432\u0440\u0435\u0434\u043e\u043d\u043e\u0441\u043d\u043e\u0433\u043e \u041f\u041e\u00a0\u0434\u043b\u044f\u00a0Linux \u0438 \u043f\u0440\u043e\u043b\u0438\u0442\u044c \u0441\u0432\u0435\u0442 \u043d\u0430\u00a0\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\u00a0\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%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\">\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%A1%D1%80%D0%B0%D0%B2%D0%BD%D0%B5%D0%BD%D0%B8%D0%B5_%D1%80%D0%B5%D0%B0%D0%BB%D0%B8%D0%B7%D0%B0%D1%86%D0%B8%D0%B9_%D0%B3%D0%B5%D0%BE-%D1%80%D0%B5%D1%88%D0%B5%D0%BD%D0%B8%D0%B9_%D0%B2_%D0%A1%D0%A3%D0%91%D0%94\"><\/span>\u0421\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0439 \u0433\u0435\u043e-\u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u0432 \u0421\u0423\u0411\u0414<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 \u0431\u044b\u0441\u0442\u0440\u043e \u0440\u0430\u0437\u0431\u0435\u0440\u0451\u043c, \u043a\u0430\u043a\u00a0\u0440\u0430\u0437\u043d\u044b\u0435 \u0421\u0423\u0411\u0414 \u0441\u043f\u0440\u0430\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u0441\u00a0\u0433\u0435\u043e\u0434\u0430\u043d\u043d\u044b\u043c\u0438. \u0412\u043e\u043f\u0440\u043e\u0441 \u043f\u0440\u043e\u0441\u0442\u043e\u0439: \u0435\u0441\u043b\u0438 \u043d\u0443\u0436\u043d\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0441\u00a0\u043a\u043e\u043e\u0440\u0434\u0438\u043d\u0430\u0442\u0430\u043c\u0438, \u043f\u043e\u043b\u0438\u0433\u043e\u043d\u0430\u043c\u0438, \u0441\u0447\u0438\u0442\u0430\u0442\u044c \u0440\u0430\u0441\u0441\u0442\u043e\u044f\u043d\u0438\u044f\u00a0\u2014 \u043a\u0430\u043a\u0430\u044f \u0431\u0430\u0437\u0430 \u0441\u043f\u0440\u0430\u0432\u0438\u0442\u0441\u044f \u043b\u0443\u0447\u0448\u0435? \u0412\u00a0\u0441\u0440\u0430\u0432\u043d\u0435\u043d\u0438\u0435 \u043f\u043e\u0439\u0434\u0443\u0442 PostgreSQL (\u0441 \u0435\u0433\u043e \u043a\u0440\u0443\u0442\u044b\u043c PostGIS), MySQL, Oracle, SQL Server \u0438 MongoDB.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/858680\/\" 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%91%D0%B5%D0%B7%D0%BE%D0%BF%D0%B0%D1%81%D0%BD%D0%B0%D1%8F_%D1%80%D0%B0%D0%B7%D1%80%D0%B0%D0%B1%D0%BE%D1%82%D0%BA%D0%B0_%D0%BD%D0%B0_Python\"><\/span>\u0411\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u0430\u044f \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0430 \u043d\u0430 Python<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u042f\u0437\u044b\u043a \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f Python \u043f\u043e\u043b\u0443\u0447\u0438\u043b \u0448\u0438\u0440\u043e\u043a\u0443\u044e \u043f\u043e\u043f\u0443\u043b\u044f\u0440\u043d\u043e\u0441\u0442\u044c \u0441\u0440\u0435\u0434\u0438 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432 \u0431\u043b\u0430\u0433\u043e\u0434\u0430\u0440\u044f \u0431\u043e\u0433\u0430\u0442\u043e\u043c\u0443 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u0443 \u0438 \u0433\u0438\u0431\u043a\u043e\u0441\u0442\u0438. \u041e\u0434\u043d\u0430\u043a\u043e, \u043a\u0430\u043a \u0438 \u0443 \u043b\u044e\u0431\u043e\u0433\u043e \u0434\u0440\u0443\u0433\u043e\u0433\u043e \u044f\u0437\u044b\u043a\u0430 \u0432 Python \u0438\u043c\u0435\u044e\u0442\u0441\u044f \u0441\u0432\u043e\u0438 \u043d\u0435\u0434\u043e\u0441\u0442\u0430\u0442\u043a\u0438, \u0441\u0432\u044f\u0437\u0430\u043d\u043d\u044b\u0435 \u0432 \u0442\u043e\u043c \u0447\u0438\u0441\u043b\u0435 \u0441 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0439 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u043e\u0439.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Python \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0438\u043d\u0442\u0435\u0440\u043f\u0440\u0435\u0442\u0438\u0440\u0443\u0435\u043c\u044b\u043c \u044f\u0437\u044b\u043a\u043e\u043c, \u043e\u043d \u043d\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u043d\u0430\u043f\u0440\u044f\u043c\u0443\u044e \u0441 \u043f\u0430\u043c\u044f\u0442\u044c\u044e, \u043a\u0430\u043a \u0442\u043e\u0442 \u0436\u0435 \u0410\u0441\u0441\u0435\u043c\u0431\u043b\u0435\u0440 \u0438\u043b\u0438 \u0421, \u043f\u043e\u044d\u0442\u043e\u043c\u0443 \u0442\u0430\u043a\u0438\u0435 \u0441\u0442\u0430\u0440\u044b\u0435 \u0430\u0442\u0430\u043a\u0438, \u043a\u0430\u043a \u043f\u0435\u0440\u0435\u043f\u043e\u043b\u043d\u0435\u043d\u0438\u0435 \u0431\u0443\u0444\u0435\u0440\u0430 \u0437\u0434\u0435\u0441\u044c \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u043d\u0435 \u0431\u0443\u0434\u0443\u0442. \u041d\u043e \u0432 \u044d\u0442\u043e\u043c \u044f\u0437\u044b\u043a\u0435 \u0442\u0430\u043a\u0436\u0435 \u0438\u043c\u0435\u0435\u0442\u0441\u044f \u0446\u0435\u043b\u044b\u0439 \u0440\u044f\u0434 \u043d\u0435\u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u044b\u0445 \u0444\u0443\u043d\u043a\u0446\u0438\u0439, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043b\u0443\u0447\u0448\u0435 \u0432\u043e\u043e\u0431\u0449\u0435 \u043d\u0435 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c, \u0438\u043b\u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0441 \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u043c\u0438 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u0438\u044f\u043c\u0438.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/854454\/\" 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\u00a0\u043f\u0440\u043e\u00a0\u0442\u043e, \u043a\u0430\u043a\u043e\u0439 PSQL \u0445\u043e\u0440\u043e\u0448\u0438\u0439 \u0432\u00a0\u043e\u0442\u043b\u0438\u0447\u0438\u0438 \u043e\u0442\u00a0Oracle, \u0430\u00a0\u043f\u0440\u043e\u00a0\u0442\u043e, \u0432\u00a0\u0447\u0435\u043c PSQL \u043f\u043e\u00a0\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=\"%D0%91%D0%B5%D0%B7%D0%BE%D0%BF%D0%B0%D1%81%D0%BD%D0%BE%D1%81%D1%82%D1%8C_CICD\"><\/span>\u0411\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c CI\/CD<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u041e\u0431\u044b\u0447\u043d\u043e, \u043a\u043e\u0433\u0434\u0430 \u043d\u0430\u0447\u0438\u043d\u0430\u0435\u0442\u0441\u044f \u0440\u0430\u0437\u0433\u043e\u0432\u043e\u0440 \u043e DevSecOps, \u0432\u0441\u0435 \u0441\u0440\u0430\u0437\u0443 \u0432\u0441\u043f\u043e\u043c\u0438\u043d\u0430\u044e\u0442 \u043e \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u0438 \u0432\u0441\u0442\u0440\u0430\u0438\u0432\u0430\u0442\u044c \u0432 \u043a\u043e\u043d\u0432\u0435\u0439\u0435\u0440 SAST, DAST, SCA \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b, \u043f\u0440\u043e\u0432\u043e\u0434\u0438\u0442\u044c \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u0435 \u0442\u0435\u0441\u0442\u044b \u043d\u0430 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0438 \u0440\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u043e \u0441\u043a\u0430\u043d\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0435\u0435 \u0432 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0438\u0432\u043d\u043e\u0439 \u0441\u0440\u0435\u0434\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041d\u043e \u043f\u0440\u0438 \u044d\u0442\u043e\u043c \u043d\u0435 \u0441\u0442\u043e\u0438\u0442 \u0437\u0430\u0431\u044b\u0432\u0430\u0442\u044c \u0438 \u043e \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u0442\u044c \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u044c \u0441\u0430\u043c\u043e\u0433\u043e \u043a\u043e\u043d\u0432\u0435\u0439\u0435\u0440\u0430 CI\/CD. \u0412 \u0441\u0435\u0433\u043e\u0434\u043d\u044f\u0448\u043d\u0435\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u0435 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438 \u043a\u043e\u043d\u0432\u0435\u0439\u0435\u0440\u0430, \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u043d\u043e\u0433\u043e \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 Jenkins. \u041d\u043e \u0441\u043d\u0430\u0447\u0430\u043b\u0430 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043a\u0440\u0430\u0442\u043a\u043e\u0435 \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435 \u044d\u0442\u043e\u0433\u043e \u0440\u0435\u0448\u0435\u043d\u0438\u044f, \u0447\u0442\u043e Jenkins \u0438\u0437 \u0441\u0435\u0431\u044f \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u044f\u0435\u0442 \u0438 \u0434\u043b\u044f \u0447\u0435\u0433\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442\u0441\u044f.&nbsp;<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/831962\/\" target=\"_blank\" rel=\"noreferrer noopener\">\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%B7%D0%B0%D0%B9%D0%BD_%D0%B1%D0%B5%D0%B7%D0%BE%D0%BF%D0%B0%D1%81%D0%BD%D0%BE%D0%B9_%D0%BF%D1%80%D0%BE%D0%BC%D1%8B%D1%88%D0%BB%D0%B5%D0%BD%D0%BD%D0%BE%D0%B9_%D1%81%D0%B5%D1%82%D0%B8\"><\/span>\u0414\u0438\u0437\u0430\u0439\u043d \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0439 \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u043e\u0439 \u0441\u0435\u0442\u0438<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u0435 \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u0435\u0439 \u0442\u0440\u0430\u0434\u0438\u0446\u0438\u043e\u043d\u043d\u043e \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043e\u0447\u0435\u043d\u044c \u043d\u0435\u043f\u0440\u043e\u0441\u0442\u043e\u0439 \u0437\u0430\u0434\u0430\u0447\u0435\u0439. \u041f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u044b\u0435 \u0441\u0435\u0442\u0438 \u0432\u044b\u0434\u0432\u0438\u0433\u0430\u044e\u0442 \u0433\u043e\u0440\u0430\u0437\u0434\u043e \u0431\u043e\u043b\u044c\u0448\u0418\u0435 \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u043d\u0438\u044f \u043a \u043d\u0430\u0434\u0435\u0436\u043d\u043e\u0441\u0442\u0438 \u0441\u0435\u0442\u0438, \u0437\u0434\u0435\u0441\u044c \u043d\u0435\u0434\u043e\u043f\u0443\u0441\u0442\u0438\u043c\u044b \u043f\u0440\u043e\u0441\u0442\u043e\u0438 \u0438 \u0434\u043e\u043b\u0433\u0430\u044f \u0441\u0445\u043e\u0434\u0438\u043c\u043e\u0441\u0442\u044c \u0441\u0435\u0442\u0438. \u041f\u043e\u044d\u0442\u043e\u043c\u0443 \u0440\u0430\u0437\u043c\u044b\u0448\u043b\u0435\u043d\u0438\u044f \u043d\u0430 \u0442\u0435\u043c\u0443 \u043f\u043e\u0441\u0442\u0440\u043e\u0435\u043d\u0438\u044f \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u043e\u0439 \u0441\u0435\u0442\u0438 \u043c\u044b \u043d\u0430\u0447\u043d\u0435\u043c \u0441 \u0440\u0430\u0437\u0433\u043e\u0432\u043e\u0440\u0430 \u043e \u0441\u0435\u0442\u0435\u0432\u043e\u0439 \u0442\u043e\u043f\u043e\u043b\u043e\u0433\u0438\u0438.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0415\u0441\u043b\u0438 \u0432 \u043a\u043e\u0440\u043f\u043e\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0439 \u0441\u0435\u0442\u0438 \u043c\u044b \u043c\u043e\u0436\u0435\u043c \u0441\u0435\u0431\u0435 \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u0442\u044c \u0441\u0435\u0433\u043c\u0435\u043d\u0442\u044b, \u0432 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0444\u0438\u0437\u0438\u0447\u0435\u0441\u043a\u0438 \u0431\u0443\u0434\u0435\u0442 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0442\u043e\u043b\u044c\u043a\u043e \u043e\u0434\u0438\u043d \u0441\u0435\u0442\u0435\u0432\u043e\u0439 \u043a\u0430\u0431\u0435\u043b\u044c, \u0442\u043e \u0432 \u043f\u0440\u043e\u043c\u044b\u0448\u043b\u0435\u043d\u043d\u044b\u0445 \u0441\u0435\u0442\u044f\u0445 \u043c\u044b \u0434\u043e\u043b\u0436\u043d\u044b \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u0442\u044c \u043a\u0430\u043a \u043c\u0438\u043d\u0438\u043c\u0443\u043c \u043a\u043e\u043b\u044c\u0446\u0435\u0432\u0443\u044e \u0442\u043e\u043f\u043e\u043b\u043e\u0433\u0438\u044e, \u043f\u0440\u0438 \u043a\u043e\u0442\u043e\u0440\u043e\u0439 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u0430 \u043f\u043e\u0442\u0435\u0440\u044f \u043e\u0434\u043d\u043e\u0433\u043e \u043a\u0430\u043d\u0430\u043b\u0430 \u0441\u0432\u044f\u0437\u0438. \u0410 \u0434\u043b\u044f \u043e\u0441\u043e\u0431\u043e \u043a\u0440\u0438\u0442\u0438\u0447\u043d\u044b\u0445 \u0443\u0437\u043b\u043e\u0432 \u0438 \u0410\u0421\u0423 \u0422\u041f \u043b\u0443\u0447\u0448\u0435 \u0432\u0441\u0435\u0433\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0442\u043e\u043f\u043e\u043b\u043e\u0433\u0438\u044e, \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u044e\u0449\u0443\u044e \u0441\u0432\u044f\u0437\u044c \u201c\u0432\u0441\u0435 \u0441\u043e \u0432\u0441\u0435\u043c\u0438\u201d. \u0412 \u0442\u0430\u043a\u043e\u043c \u0441\u043b\u0443\u0447\u0430\u0435 \u043c\u044b \u043c\u043e\u0436\u0435\u043c \u0441\u0435\u0431\u0435 \u043f\u043e\u0437\u0432\u043e\u043b\u0438\u0442\u044c \u043f\u043e\u0442\u0435\u0440\u044e \u0431\u043e\u043b\u0435\u0435 \u043e\u0434\u043d\u043e\u0433\u043e \u043a\u0430\u043d\u0430\u043b\u0430 \u0441\u0432\u044f\u0437\u0438.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/831972\/\" target=\"_blank\" rel=\"noreferrer noopener\">\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_%D1%84%D0%B8%D1%87%D0%B8_PostgreSQL_%D0%BA%D0%BE%D1%82%D0%BE%D1%80%D1%8B%D0%B5_%D0%B1%D1%83%D0%B4%D1%83%D1%82_%D0%BF%D0%BE%D0%BB%D0%B5%D0%B7%D0%BD%D1%8B_%D0%BA%D0%B0%D0%B6%D0%B4%D0%BE%D0%BC%D1%83_%D0%BD%D0%BE%D0%B2%D0%B8%D1%87%D0%BA%D1%83\"><\/span>\u0422\u0440\u0438 \u0444\u0438\u0447\u0438 PostgreSQL, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0431\u0443\u0434\u0443\u0442 \u043f\u043e\u043b\u0435\u0437\u043d\u044b \u043a\u0430\u0436\u0434\u043e\u043c\u0443 \u043d\u043e\u0432\u0438\u0447\u043a\u0443<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u0443\u043c\u0430\u044e, \u0432\u044b \u0437\u043d\u0430\u0435\u0442\u0435, \u0447\u0442\u043e \u043f\u043e\u0438\u0441\u043a \u044d\u0444\u0444\u0435\u043a\u0442\u0438\u0432\u043d\u044b\u0445 \u0440\u0435\u0448\u0435\u043d\u0438\u0439 \u2013 \u044d\u0442\u043e \u043f\u043e\u043b\u043e\u0432\u0438\u043d\u0430 \u0443\u0441\u043f\u0435\u0445\u0430. \u042f \u0441\u0430\u043c \u043f\u0440\u043e\u0448\u0435\u043b \u0447\u0435\u0440\u0435\u0437 \u0432\u0441\u0435 \u044d\u0442\u0438 \u0442\u0435\u0440\u043d\u0438\u0438, \u043a\u043e\u0433\u0434\u0430 \u0440\u0430\u0431\u043e\u0442\u0430&nbsp;<a href=\"https:\/\/otus.ru\/journal\/chto-mozhno-delat-s-dannymi\/\">\u0441 \u0434\u0430\u043d\u043d\u044b\u043c\u0438<\/a>&nbsp;\u043a\u0430\u0437\u0430\u043b\u0430\u0441\u044c \u0441\u043b\u0438\u0448\u043a\u043e\u043c \u0441\u043b\u043e\u0436\u043d\u043e\u0439 \u0438 \u0437\u0430\u043f\u0443\u0442\u0430\u043d\u043d\u043e\u0439. \u0418 \u0438\u043c\u0435\u043d\u043d\u043e \u0442\u043e\u0433\u0434\u0430 \u044f \u043e\u0442\u043a\u0440\u044b\u043b \u0434\u043b\u044f \u0441\u0435\u0431\u044f \u043d\u0435\u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 PostgreSQL, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0437\u043d\u0430\u0447\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0443\u043f\u0440\u043e\u0441\u0442\u0438\u043b\u0438 \u043c\u043e\u044e \u0436\u0438\u0437\u043d\u044c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u044f \u0445\u043e\u0447\u0443 \u043f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u0442\u044c \u043e&nbsp;\u0442\u0440\u0435\u0445 \u0444\u0438\u0447\u0430\u0445 PostgreSQL, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u043e\u043c\u043e\u0433\u0443\u0442 \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u0440\u0430\u0431\u043e\u0442\u0443 \u0431\u043e\u043b\u0435\u0435 \u043f\u0440\u043e\u0434\u0443\u043a\u0442\u0438\u0432\u043d\u043e\u0439 \u0438 \u0432\u0434\u043e\u0445\u043d\u043e\u0432\u0438\u0442\u044c \u043c\u0435\u043d\u044f \u043d\u0430 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0431\u043e\u043b\u0435\u0435 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u0438 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u043d\u044b\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u043e\u0432. \u042d\u0442\u0438 \u0444\u0438\u0447\u0438 \u0443\u0436\u0435 \u043d\u0435 \u0440\u0430\u0437 \u0432\u044b\u0440\u0443\u0447\u0430\u043b\u0438 \u043c\u0435\u043d\u044f \u0432 \u0441\u043b\u043e\u0436\u043d\u044b\u0445 \u043f\u0440\u043e\u0435\u043a\u0442\u0430\u0445, \u0438 \u044f \u0443\u0432\u0435\u0440\u0435\u043d, \u0447\u0442\u043e \u043e\u043d\u0438 \u0441\u0442\u0430\u043d\u0443\u0442 \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u043c\u0438 \u043f\u043e\u043c\u043e\u0449\u043d\u0438\u043a\u0430\u043c\u0438 \u0438 \u0432 \u0432\u0430\u0448\u0435\u0439 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0435.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/834314\/\" target=\"_blank\" rel=\"noreferrer noopener\">\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%9E%D0%BF%D1%82%D0%B8%D0%BC%D0%B8%D0%B7%D0%B0%D1%86%D0%B8%D1%8F_%D0%B2_Python_c_Kubernetes_%D0%BA%D1%8D%D1%88%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D0%B5_%D0%B8_CDN\"><\/span>\u041e\u043f\u0442\u0438\u043c\u0438\u0437\u0430\u0446\u0438\u044f \u0432 Python c Kubernetes: \u043a\u044d\u0448\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0438 CDN<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u041e\u0447\u0435\u043d\u044c \u0432\u0430\u0436\u043d\u043e \u043d\u0435 \u0442\u043e\u043b\u044c\u043a\u043e \u043f\u0438\u0441\u0430\u0442\u044c \u0445\u043e\u0440\u043e\u0448\u0438\u0439 \u043a\u043e\u0434, \u043d\u043e \u0438 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0432\u0441\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u0438 \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u043d\u0430 \u043c\u0430\u043a\u0441\u0438\u043c\u0443\u043c. \u0418\u043c\u0435\u043d\u043d\u043e \u0441 \u044d\u0442\u043e\u0439 \u0446\u0435\u043b\u044c\u044e \u0432 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c, \u043a\u0430\u043a \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u043a\u044d\u0448\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0432\u043d\u0443\u0442\u0440\u0438 Kubernetes \u0438 \u043a\u0430\u043a \u043d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c CDN \u0434\u043b\u044f \u043c\u0430\u043a\u0441\u0438\u043c\u0443\u043c\u0430 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 Python-\u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/832202\/\" target=\"_blank\" rel=\"noreferrer noopener\">\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%D0%B7%D0%BD%D0%B0%D0%B5%D0%BC_%D1%87%D1%82%D0%BE_%D0%B4%D0%B5%D0%BB%D0%B0%D0%BB_%D0%BF%D0%BE%D0%BB%D1%8C%D0%B7%D0%BE%D0%B2%D0%B0%D1%82%D0%B5%D0%BB%D1%8C_%D1%87%D0%B5%D1%80%D0%B5%D0%B7_%D0%B4%D0%B0%D0%BC%D0%BF_%D1%80%D0%B5%D0%B5%D1%81%D1%82%D1%80%D0%B0\"><\/span>\u0423\u0437\u043d\u0430\u0435\u043c, \u0447\u0442\u043e \u0434\u0435\u043b\u0430\u043b \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u0447\u0435\u0440\u0435\u0437 \u0434\u0430\u043c\u043f \u0440\u0435\u0435\u0441\u0442\u0440\u0430<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u0440\u0438&nbsp;\u0440\u0430\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u0438 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u044b\u0445 \u0438\u043d\u0446\u0438\u0434\u0435\u043d\u0442\u043e\u0432 \u043e\u0434\u043d\u0438\u043c \u0438\u0437&nbsp;\u0432\u0430\u0436\u043d\u0435\u0439\u0448\u0438\u0445 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0439 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0441\u0431\u043e\u0440 \u0443\u043b\u0438\u043a. \u0422\u0430\u043a, \u043d\u0430\u043c \u043e\u0447\u0435\u043d\u044c \u0432\u0430\u0436\u043d\u043e \u0438\u043c\u0435\u0442\u044c \u0434\u0430\u043c\u043f \u043e\u043f\u0435\u0440\u0430\u0442\u0438\u0432\u043d\u043e\u0439 \u043f\u0430\u043c\u044f\u0442\u0438, \u043f\u043e\u0442\u043e\u043c\u0443 \u0447\u0442\u043e&nbsp;\u0438\u0437&nbsp;\u043d\u0435\u0433\u043e \u043c\u043e\u0436\u043d\u043e \u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044e \u043e&nbsp;\u0442\u043e\u043c, \u043a\u0430\u043a\u0438\u0435 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u044b&nbsp;\u0431\u044b\u043b\u0438 \u0437\u0430\u043f\u0443\u0449\u0435\u043d\u044b \u0432&nbsp;\u0441\u0438\u0441\u0442\u0435\u043c\u0435, \u0438, \u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u043c\u043e\u0436\u043d\u043e \u0432\u044b\u0434\u0435\u043b\u0438\u0442\u044c \u0438 \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u0434\u0430\u043c\u043f \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u043e\u0432, \u0441\u043e\u0437\u0434\u0430\u043d\u043d\u044b\u0445 \u0432\u0440\u0435\u0434\u043e\u043d\u043e\u0441\u043e\u043c \u0434\u043b\u044f&nbsp;\u043f\u043e\u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u0433\u043e \u0430\u043d\u0430\u043b\u0438\u0437\u0430 \u0434\u0430\u043d\u043d\u043e\u0433\u043e \u0434\u0430\u043c\u043f\u0430.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0422\u0430\u043a\u0436\u0435 \u0431\u043e\u043b\u044c\u0448\u043e\u0435 \u0437\u043d\u0430\u0447\u0435\u043d\u0438\u0435 \u0438\u043c\u0435\u0435\u0442 \u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u044f \u043e&nbsp;\u0442\u043e\u043c, \u043a\u0430\u043a\u0438\u0435 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u043b \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c, \u043a\u0430\u043a\u0438\u0435 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u044b \u043e\u0442\u043a\u0440\u044b\u0432\u0430\u043b \u0432&nbsp;\u043e\u0444\u0438\u0441\u043d\u044b\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0430\u0445, \u043a\u0430\u043a\u0438\u0435 \u0441\u0435\u0442\u0435\u0432\u044b\u0435 \u0441\u043e\u0435\u0434\u0438\u043d\u0435\u043d\u0438\u044f \u043e\u043d \u0443\u0441\u0442\u0430\u043d\u0430\u0432\u043b\u0438\u0432\u0430\u043b \u0441\u043e \u0441\u0442\u043e\u0440\u043e\u043d\u043d\u0438\u043c \u0440\u0435\u0441\u0443\u0440\u0441\u0430\u043c\u0438 \u043f\u043e&nbsp;\u0442\u0430\u043a\u0438\u043c \u043f\u0440\u043e\u0442\u043e\u043a\u043e\u043b\u0430\u043c, \u043a\u0430\u043a&nbsp;RDP \u0438 SSH. \u0418 \u043f\u043e\u043c\u043e\u0447\u044c \u0432&nbsp;\u0440\u0435\u0448\u0435\u043d\u0438\u0438 \u044d\u0442\u0438\u0445 \u0438 \u0430\u043d\u0430\u043b\u043e\u0433\u0438\u0447\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447 \u043d\u0430\u043c \u043c\u043e\u0436\u0435\u0442 \u0440\u0435\u0435\u0441\u0442\u0440 Windows.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/850554\/\" 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=\"Lateral_movement_%D0%BF%D0%B5%D1%80%D0%B5%D0%BC%D0%B5%D1%89%D0%B5%D0%BD%D0%B8%D0%B5_%D0%B2_%D0%B0%D1%82%D0%B0%D0%BA%D1%83%D0%B5%D0%BC%D0%BE%D0%B9_%D1%81%D0%B5%D1%82%D0%B8\"><\/span>Lateral movement: \u043f\u0435\u0440\u0435\u043c\u0435\u0449\u0435\u043d\u0438\u0435 \u0432 \u0430\u0442\u0430\u043a\u0443\u0435\u043c\u043e\u0439 \u0441\u0435\u0442\u0438<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421&nbsp;\u0442\u043e\u0447\u043a\u0438 \u0437\u0440\u0435\u043d\u0438\u044f \u0442\u0435\u043e\u0440\u0438\u0438 \u0445\u0430\u043a\u0438\u043d\u0433\u0430, \u0432\u0437\u043b\u043e\u043c \u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u044b \u0441\u043e\u0441\u0442\u043e\u0438\u0442 \u0438\u0437&nbsp;\u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u0448\u0430\u0433\u043e\u0432. \u0422\u0430\u043a, \u0432&nbsp;\u043d\u0430\u0447\u0430\u043b\u0435 \u0430\u0442\u0430\u043a\u0443\u044e\u0449\u0435\u043c\u0443 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u043f\u0440\u043e\u0432\u0435\u0441\u0442\u0438 \u0440\u0430\u0437\u0432\u0435\u0434\u043a\u0443, \u0432\u044b\u044f\u0441\u043d\u0438\u0442\u044c, \u043a\u0430\u043a\u0438\u0435 DNS \u0437\u0430\u043f\u0438\u0441\u0438, \u043f\u0443\u043b\u044b IP \u0430\u0434\u0440\u0435\u0441\u043e\u0432 \u0438 \u043f\u0440\u043e\u0447\u0435\u0435 \u043f\u0440\u0438\u043d\u0430\u0434\u043b\u0435\u0436\u0438\u0442 \u0430\u0442\u0430\u043a\u0443\u0435\u043c\u043e\u0439 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u0430\u0446\u0438\u0438. \u0422\u0430\u043a\u0436\u0435 \u043d\u0435\u043f\u043b\u043e\u0445\u043e&nbsp;\u0431\u044b\u043b\u043e&nbsp;\u0431\u044b \u0443\u0437\u043d\u0430\u0442\u044c, \u043a\u0430\u043a\u043e\u0435 \u041f\u041e&nbsp;\u0438 \u0441\u0440\u0435\u0434\u0441\u0442\u0432\u0430 \u0437\u0430\u0449\u0438\u0442\u044b \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f. \u0412\u0441\u0435 \u044d\u0442\u043e \u043c\u043e\u0436\u0435\u0442 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e \u0443\u043f\u0440\u043e\u0441\u0442\u0438\u0442\u044c \u0432\u0437\u043b\u043e\u043c.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u043e\u0441\u043b\u0435 \u0443\u0441\u043f\u0435\u0448\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u043d\u0438\u043a\u043d\u043e\u0432\u0435\u043d\u0438\u044f \u0432&nbsp;\u0441\u0435\u0442\u044c&nbsp;\u0436\u0435\u0440\u0442\u0432\u044b \u0445\u0430\u043a\u0435\u0440\u0443 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0437\u0430\u043a\u0440\u0435\u043f\u0438\u0442\u044c\u0441\u044f, \u0434\u043b\u044f&nbsp;\u044d\u0442\u043e\u0433\u043e \u0430\u0442\u0430\u043a\u0443\u044e\u0449\u0438\u0439 \u0441\u043e\u0437\u0434\u0430\u0435\u0442 \u0441\u043a\u0440\u044b\u0442\u044b\u0439 \u043a\u0430\u043d\u0430\u043b \u0432\u043e&nbsp;\u0432\u0437\u043b\u043e\u043c\u0430\u043d\u043d\u0443\u044e \u0441\u0435\u0442\u044c. \u042d\u0442\u043e \u043c\u043e\u0436\u0435\u0442&nbsp;\u0431\u044b\u0442\u044c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0438\u043d\u043a\u0430\u043f\u0441\u0443\u043b\u044f\u0446\u0438\u0438 \u043d\u0443\u0436\u043d\u044b\u0445 \u0434\u0430\u043d\u043d\u044b\u0445 \u0432&nbsp;\u043f\u0430\u043a\u0435\u0442\u044b \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u043e\u0433\u043e \u0442\u0438\u043f\u0430, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 \u0440\u0430\u0441\u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0435\u043d\u043d\u044b\u0445 \u043f\u043e\u0440\u0442\u043e\u0432, \u0441\u0442\u0435\u0433\u0430\u043d\u043e\u0433\u0440\u0430\u0444\u0438\u044f \u0438 \u043c\u043d\u043e\u0433\u043e\u0435 \u0434\u0440\u0443\u0433\u043e\u0435. \u0422\u0430\u043a\u0436\u0435, \u0435\u0441\u043b\u0438 \u0445\u0430\u043a\u0435\u0440\u0443 \u043d\u0435&nbsp;\u0445\u0432\u0430\u0442\u0430\u0435\u0442 \u043f\u0440\u0430\u0432, \u0442\u043e \u0435\u043c\u0443 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u043e\u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0438\u0442\u044c \u043f\u043e\u0434\u043d\u044f\u0442\u0438\u0435 \u043f\u0440\u0438\u0432\u0438\u043b\u0435\u0433\u0438\u0439.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u041d\u0430\u043a\u043e\u043d\u0435\u0446, \u0443\u0441\u043f\u0435\u0448\u043d\u043e \u0437\u0430\u043a\u0440\u0435\u043f\u0438\u0432\u0448\u0438\u0441\u044c \u0432&nbsp;\u0441\u0435\u0442\u0438 \u0438 \u043f\u043e\u043b\u0443\u0447\u0438\u0432 \u043d\u0443\u0436\u043d\u044b\u0435 \u043f\u0440\u0430\u0432\u0430, \u0445\u0430\u043a\u0435\u0440 \u043c\u043e\u0436\u0435\u0442 \u043d\u0430\u0447\u0438\u043d\u0430\u0442\u044c \u0433\u043e\u0440\u0438\u0437\u043e\u043d\u0442\u0430\u043b\u044c\u043d\u043e\u0435 \u043f\u0435\u0440\u0435\u043c\u0435\u0449\u0435\u043d\u0438\u0435&nbsp;\u2014 \u043f\u0440\u043e\u0434\u0432\u0438\u0436\u0435\u043d\u0438\u0435 \u043f\u043e&nbsp;\u0441\u0435\u0442\u0438 \u043e\u0442&nbsp;\u0442\u043e\u0447\u043a\u0438 \u0432\u0445\u043e\u0434\u0430 (\u043d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u0441\u043a\u043e\u043c\u043f\u0440\u043e\u043c\u0435\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u0430 \u0438\u043b\u0438&nbsp;\u0430\u043a\u043a\u0430\u0443\u043d\u0442\u0430) \u043a&nbsp;\u0434\u0440\u0443\u0433\u0438\u043c \u043e\u0431\u044a\u0435\u043a\u0442\u0430\u043c. \u0412\u043e\u0442 \u044d\u0442\u0443 \u0442\u0435\u043c\u0443 \u043c\u044b \u0438 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0432&nbsp;\u0434\u0430\u043d\u043d\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/850548\/\" 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%B8%D0%BC%D0%B5%D0%BD%D0%B5%D0%BD%D0%B8%D0%B5_SIEM_%D0%B4%D0%BB%D1%8F_%D1%80%D0%B0%D1%81%D1%81%D0%BB%D0%B5%D0%B4%D0%BE%D0%B2%D0%B0%D0%BD%D0%B8%D1%8F_%D0%B8%D0%BD%D1%86%D0%B8%D0%B4%D0%B5%D0%BD%D1%82%D0%BE%D0%B2\"><\/span>\u041f\u0440\u0438\u043c\u0435\u043d\u0435\u043d\u0438\u0435 SIEM \u0434\u043b\u044f \u0440\u0430\u0441\u0441\u043b\u0435\u0434\u043e\u0432\u0430\u043d\u0438\u044f \u0438\u043d\u0446\u0438\u0434\u0435\u043d\u0442\u043e\u0432<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412\u044b\u044f\u0432\u043b\u0435\u043d\u0438\u0435 \u0438\u043d\u0446\u0438\u0434\u0435\u043d\u0442\u043e\u0432 \u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043e\u0434\u043d\u043e\u0439 \u0438\u0437&nbsp;\u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u0437\u0430\u0434\u0430\u0447 \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u0438\u0441\u0442\u043e\u0432 \u043f\u043e&nbsp;\u0438\u043d\u0444\u043e\u0440\u043c\u0430\u0446\u0438\u043e\u043d\u043d\u043e\u0439 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438. \u041e\u0431\u043d\u0430\u0440\u0443\u0436\u0438\u0432\u0430\u0442\u044c \u0438\u043d\u0446\u0438\u0434\u0435\u043d\u0442\u044b \u043c\u043e\u0436\u043d\u043e \u0440\u0430\u0437\u043b\u0438\u0447\u043d\u044b\u043c\u0438 \u0441\u043f\u043e\u0441\u043e\u0431\u0430\u043c\u0438. \u041d\u0430\u043f\u0440\u0438\u043c\u0435\u0440, \u043c\u043e\u0436\u043d\u043e \u0432\u0440\u0443\u0447\u043d\u0443\u044e \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0436\u0443\u0440\u043d\u0430\u043b\u044b \u0441\u043e\u0431\u044b\u0442\u0438\u0439 \u0432&nbsp;\u043f\u043e\u0438\u0441\u043a\u0430\u0445 \u0438\u043d\u0442\u0435\u0440\u0435\u0441\u0443\u044e\u0449\u0438\u0445 \u0441\u043e\u043e\u0431\u0449\u0435\u043d\u0438\u0439 \u043e&nbsp;\u043f\u043e\u0434\u043e\u0437\u0440\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0430\u043a\u0442\u0438\u0432\u043d\u043e\u0441\u0442\u044f\u0445. \u041c\u043e\u0436\u043d\u043e \u043d\u0430&nbsp;\u043e\u0441\u043d\u043e\u0432\u0435 grep \u0438 \u0440\u0435\u0433\u0443\u043b\u044f\u0440\u043d\u044b\u0445 \u0432\u044b\u0440\u0430\u0436\u0435\u043d\u0438\u0439 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0441\u043a\u0440\u0438\u043f\u0442\u044b, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u0431\u0443\u0434\u0443\u0442 \u0432&nbsp;\u0431\u043e\u043b\u0435\u0435 \u043c\u0435\u043d\u0435\u0435 \u0430\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u043c \u0440\u0435\u0436\u0438\u043c\u0435 \u0438\u0441\u043a\u0430\u0442\u044c \u043d\u0443\u0436\u043d\u044b\u0435 \u0441\u043e\u0431\u044b\u0442\u0438\u044f. \u0422\u0430\u043a\u0436\u0435 \u0441\u0430\u043c\u0438 \u043b\u043e\u0433\u0438 \u043c\u043e\u0436\u043d\u043e \u0445\u0440\u0430\u043d\u0438\u0442\u044c \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e \u043d\u0430&nbsp;\u0442\u043e\u0439&nbsp;\u0436\u0435 \u043c\u0430\u0448\u0438\u043d\u0435, \u043c\u043e\u0436\u043d\u043e \u0446\u0435\u043d\u0442\u0440\u0430\u043b\u0438\u0437\u043e\u0432\u0430\u043d\u043d\u043e \u0441\u043a\u043b\u0430\u0434\u044b\u0432\u0430\u0442\u044c \u0438 \u0430\u043d\u0430\u043b\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043d\u0430&nbsp;\u043e\u0442\u0434\u0435\u043b\u044c\u043d\u043e\u043c \u0441\u0435\u0440\u0432\u0435\u0440\u0435. \u041e\u0434\u043d\u0430\u043a\u043e, \u0432\u0441\u0435 \u044d\u0442\u0438 \u0441\u0430\u043c\u043e\u043f\u0430\u043b\u044c\u043d\u044b\u0435 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u044b \u0445\u043e\u0440\u043e\u0448\u0438, \u043a\u043e\u0433\u0434\u0430 \u0440\u0435\u0447\u044c \u0438\u0434\u0435\u0442 \u043e&nbsp;\u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u0441\u0435\u0440\u0432\u0435\u0440\u0430\u0445 \u0438 \u043d\u0435&nbsp;\u0441\u043b\u0438\u0448\u043a\u043e\u043c \u0431\u043e\u043b\u044c\u0448\u043e\u043c \u043f\u043e\u0442\u043e\u043a\u0435 \u0441\u043e\u0431\u044b\u0442\u0438\u0439.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/854440\/\" 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\/5R3f\/\"><img loading=\"lazy\" decoding=\"async\" width=\"1024\" height=\"93\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/11\/Habr_banner_1-1024x93.png\" alt=\"IT-\u0438\u043d\u0444\u0440\u0430\u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0430: \u043f\u043e\u0434\u0431\u043e\u0440\u043a\u0430 \u0441\u0442\u0430\u0442\u0435\u0439 \u0432 \u0431\u043b\u043e\u0433\u0435 OTUS \u043d\u0430 \u0425\u0430\u0431\u0440\" class=\"wp-image-11108\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/11\/Habr_banner_1-1024x93.png 1024w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/11\/Habr_banner_1-300x27.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/11\/Habr_banner_1-150x14.png 150w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/11\/Habr_banner_1-768x70.png 768w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2024\/11\/Habr_banner_1.png 1170w\" 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\/11\/Habr_banner_1-1024x93.png\",\"width\":\"1024\",\"height\":\"93\"}<\/script><\/a><\/figure>\n","protected":false},"excerpt":{"rendered":"<p>\u0421\u0442\u0430\u0442\u044c\u044f \u0434\u043e\u043f\u043e\u043b\u043d\u0435\u043d\u0430 \u0438 \u043e\u0431\u043d\u043e\u0432\u043b\u0435\u043d\u0430 29.11.2024 \u0423\u0441\u043a\u043e\u0440\u044f\u0435\u043c PostgreSQL \u0441 \u043f\u043e\u043c\u043e\u0449\u044c\u044e Tuned \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. 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\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 [&hellip;]<\/p>\n","protected":false},"author":10,"featured_media":11109,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[579,7,203],"class_list":["post-11107","post","type-post","status-publish","format-standard","has-post-thumbnail","","category-pro-it","tag-it-infrastruktura","tag-podborka","tag-habr-2"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 4.9.8 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0421\u0442\u0430\u0442\u044c\u044f 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