{"id":6474,"date":"2023-05-25T10:24:53","date_gmt":"2023-05-25T10:24:53","guid":{"rendered":"https:\/\/otus.ru\/journal\/?p=6474"},"modified":"2023-10-06T21:00:47","modified_gmt":"2023-10-06T21:00:47","slug":"rabota-s-kubernetes-podborka-aktualnyh-statej-na-habr","status":"publish","type":"post","link":"https:\/\/otus.ru\/journal\/rabota-s-kubernetes-podborka-aktualnyh-statej-na-habr\/","title":{"rendered":"\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 Kubernetes: \u043f\u043e\u0434\u0431\u043e\u0440\u043a\u0430 \u0430\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0445 \u0441\u0442\u0430\u0442\u0435\u0439 \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\/rabota-s-kubernetes-podborka-aktualnyh-statej-na-habr\/#%D0%A0%D0%B0%D0%B1%D0%BE%D1%82%D0%B0_%D1%81_%D0%BA%D0%BE%D0%BD%D1%82%D0%B5%D0%B9%D0%BD%D0%B5%D1%80%D0%B0%D0%BC%D0%B8_%D0%B2_Minikube\" title=\"\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430\u043c\u0438 \u0432 Minikube\">\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430\u043c\u0438 \u0432 Minikube<\/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\/rabota-s-kubernetes-podborka-aktualnyh-statej-na-habr\/#%D0%A0%D0%B0%D0%B1%D0%BE%D1%82%D0%B0_%D1%81_%D1%85%D1%80%D0%B0%D0%BD%D0%B8%D0%BB%D0%B8%D1%89%D0%B0%D0%BC%D0%B8_%D0%B2_Kubernetes\" title=\"\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430\u043c\u0438 \u0432 Kubernetes\">\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430\u043c\u0438 \u0432 Kubernetes<\/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\/rabota-s-kubernetes-podborka-aktualnyh-statej-na-habr\/#%D0%9D%D0%B5%D0%BC%D0%BD%D0%BE%D0%B3%D0%BE_%D0%BE_%D0%B1%D0%B5%D0%B7%D0%BE%D0%BF%D0%B0%D1%81%D0%BD%D0%BE%D1%81%D1%82%D0%B8_Kubernetes\" title=\"\u041d\u0435\u043c\u043d\u043e\u0433\u043e \u043e \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438 Kubernetes\">\u041d\u0435\u043c\u043d\u043e\u0433\u043e \u043e \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438 Kubernetes<\/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\/rabota-s-kubernetes-podborka-aktualnyh-statej-na-habr\/#Kubernetes_Observability_Prometheus_and_Grafana\" title=\"Kubernetes Observability: Prometheus and Grafana\">Kubernetes Observability: Prometheus and Grafana<\/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\/rabota-s-kubernetes-podborka-aktualnyh-statej-na-habr\/#Kubernetes_Observability_%D0%BB%D0%BE%D0%B3%D0%B3%D0%B8%D0%BD%D0%B3_%D1%81_EFK\" title=\"Kubernetes Observability: \u043b\u043e\u0433\u0433\u0438\u043d\u0433 \u0441 EFK\">Kubernetes Observability: \u043b\u043e\u0433\u0433\u0438\u043d\u0433 \u0441 EFK<\/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\/rabota-s-kubernetes-podborka-aktualnyh-statej-na-habr\/#Observability_%D0%B4%D0%BB%D1%8F_%D0%BC%D0%B8%D0%BA%D1%80%D0%BE%D1%81%D0%B5%D1%80%D0%B2%D0%B8%D1%81%D0%BD%D1%8B%D1%85_%D0%BF%D1%80%D0%B8%D0%BB%D0%BE%D0%B6%D0%B5%D0%BD%D0%B8%D0%B9_%D0%B2_Kubernetes\" title=\"Observability \u0434\u043b\u044f \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043d\u044b\u0445 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u0432 Kubernetes\">Observability \u0434\u043b\u044f \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043d\u044b\u0445 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u0432 Kubernetes<\/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\/rabota-s-kubernetes-podborka-aktualnyh-statej-na-habr\/#Kubernetes_Volumes_MySQL_%D1%81_%D1%81%D0%B5%D1%82%D0%B5%D0%B2%D0%BE%D0%B9_%D1%84%D0%B0%D0%B9%D0%BB%D0%BE%D0%B2%D0%BE%D0%B9_%D1%81%D0%B8%D1%81%D1%82%D0%B5%D0%BC%D0%BE%D0%B9_NFS\" title=\"Kubernetes Volumes: MySQL \u0441 \u0441\u0435\u0442\u0435\u0432\u043e\u0439 \u0444\u0430\u0439\u043b\u043e\u0432\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u043e\u0439 (NFS)\">Kubernetes Volumes: MySQL \u0441 \u0441\u0435\u0442\u0435\u0432\u043e\u0439 \u0444\u0430\u0439\u043b\u043e\u0432\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u043e\u0439 (NFS)<\/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\/rabota-s-kubernetes-podborka-aktualnyh-statej-na-habr\/#Kubernetes_Volumes_%D1%80%D0%B5%D0%BF%D0%BB%D0%B8%D1%86%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%BD%D0%B0%D1%8F_MongoDB_%D1%81%D0%BE_StatefulSet\" title=\"Kubernetes Volumes: \u0440\u0435\u043f\u043b\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0430\u044f MongoDB \u0441\u043e StatefulSet\">Kubernetes Volumes: \u0440\u0435\u043f\u043b\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0430\u044f MongoDB \u0441\u043e StatefulSet<\/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\/rabota-s-kubernetes-podborka-aktualnyh-statej-na-habr\/#%D0%9F%D1%80%D0%B8%D0%BB%D0%BE%D0%B6%D0%B5%D0%BD%D0%B8%D1%8F_%D0%B2_Kubernetes_%D0%B1%D1%8B%D1%81%D1%82%D1%80%D1%8B%D0%B9_%D0%B7%D0%B0%D0%BF%D1%83%D1%81%D0%BA_Kafka_%D1%81_KRaft\" title=\"\u041f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0432 Kubernetes: \u0431\u044b\u0441\u0442\u0440\u044b\u0439 \u0437\u0430\u043f\u0443\u0441\u043a Kafka \u0441 KRaft\">\u041f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0432 Kubernetes: \u0431\u044b\u0441\u0442\u0440\u044b\u0439 \u0437\u0430\u043f\u0443\u0441\u043a Kafka \u0441 KRaft<\/a><\/li><\/ul><\/nav><\/div>\n\n<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/otus.ru\/lessons\/infrastrukturnaya-platforma-na-osnove-kubernetes\/?utm_source=oj&amp;utm_medium=affilate&amp;utm_campaign=kuber\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"970\" height=\"90\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/10\/kuber_banner-uzkii-kopiya.jpg\" alt=\"\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 Kubernetes: \u043f\u043e\u0434\u0431\u043e\u0440\u043a\u0430 \u0430\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0445 \u0441\u0442\u0430\u0442\u0435\u0439 \u043d\u0430 \u0425\u0430\u0431\u0440\" class=\"wp-image-7652\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/10\/kuber_banner-uzkii-kopiya.jpg 970w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/10\/kuber_banner-uzkii-kopiya-300x28.jpg 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/10\/kuber_banner-uzkii-kopiya-150x14.jpg 150w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/10\/kuber_banner-uzkii-kopiya-768x71.jpg 768w\" sizes=\"(max-width: 970px) 100vw, 970px\" \/><\/a><\/figure>\n\n\n\n<p><\/p>\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_%D1%81_%D0%BA%D0%BE%D0%BD%D1%82%D0%B5%D0%B9%D0%BD%D0%B5%D1%80%D0%B0%D0%BC%D0%B8_%D0%B2_Minikube\"><\/span>\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430\u043c\u0438 \u0432 Minikube<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 minikube \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430\u043c\u0438. \u041f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043e \u0442\u043e\u043c, \u0447\u0435\u043c Minikube \u043e\u0442\u043b\u0438\u0447\u0430\u0435\u0442\u0441\u044f \u043e\u0442 \u00ab\u0431\u043e\u043b\u044c\u0448\u043e\u0433\u043e\u00bb Kubernetes. \u041d\u0430\u0447\u043d\u0435\u043c \u043c\u044b \u0441 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0438 Minikube. <a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/714612\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c\">\u0427\u0438\u0442\u0430\u0442\u044c<\/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_%D1%81_%D1%85%D1%80%D0%B0%D0%BD%D0%B8%D0%BB%D0%B8%D1%89%D0%B0%D0%BC%D0%B8_%D0%B2_Kubernetes\"><\/span>\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430\u043c\u0438 \u0432 Kubernetes<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0421\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442 \u043c\u0430\u0441\u0441\u0430 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439, \u0442\u0430\u043a\u0438\u0445 \u043a\u0430\u043a&nbsp;\u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445, \u0434\u043b\u044f&nbsp;\u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u0440\u0430\u0431\u043e\u0442\u044b \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430, \u043f\u0440\u043e\u0449\u0435 \u0433\u043e\u0432\u043e\u0440\u044f, \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e\u0435 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0435. \u0412&nbsp;\u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0440\u0430\u0431\u043e\u0442\u0443 \u0441&nbsp;\u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u044b\u043c\u0438 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430\u043c\u0438 \u0432&nbsp;Kubernetes. <a href=\"http:\/\/habr.com\/ru\/companies\/otus\/articles\/717486\/\" 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%9D%D0%B5%D0%BC%D0%BD%D0%BE%D0%B3%D0%BE_%D0%BE_%D0%B1%D0%B5%D0%B7%D0%BE%D0%BF%D0%B0%D1%81%D0%BD%D0%BE%D1%81%D1%82%D0%B8_Kubernetes\"><\/span>\u041d\u0435\u043c\u043d\u043e\u0433\u043e \u043e \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438 Kubernetes<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0441\u043f\u0435\u0446\u0438\u0444\u0438\u043a\u0443 \u0437\u0430\u0449\u0438\u0442\u044b Kubernetes, \u0438 \u043d\u0430\u0447\u043d\u0435\u043c \u043c\u044b \u0441&nbsp;\u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0435\u043d\u0438\u044f \u0432\u043e\u043f\u0440\u043e\u0441\u043e\u0432 \u0431\u0435\u0437\u043e\u043f\u0430\u0441\u043d\u043e\u0441\u0442\u0438 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u043e\u0432. <a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/718178\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e\">\u0427\u0438\u0442\u0430\u0442\u044c \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e<\/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=\"Kubernetes_Observability_Prometheus_and_Grafana\"><\/span>Kubernetes Observability: Prometheus and Grafana<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u0440\u0430\u0437\u0431\u0435\u0440\u0435\u043c, \u043a\u0430\u043a \u0432 Kubernetes:<\/p>\n\n\n\n<ul>\n<li>\u0423\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c Prometheus \u0438 Grafana.<\/li>\n\n\n\n<li>\u041d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a \u0434\u0430\u043d\u043d\u044b\u0445 Prometheus \u0434\u043b\u044f Grafana.<\/li>\n\n\n\n<li>\u041d\u0430\u0441\u0442\u0440\u043e\u0438\u0442\u044c \u043f\u0430\u043d\u0435\u043b\u044c \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0434\u043b\u044f Grafana.<\/li>\n\n\n\n<li>\u041f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0434\u043e\u0441\u0442\u0443\u043f \u043a \u0432\u0435\u0431-\u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441\u0443 Grafana.<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/719824\/\" target=\"_blank\" rel=\"noopener\" title=\"\u041f\u0435\u0440\u0435\u0439\u0442\u0438 \u043a \u0441\u0442\u0430\u0442\u044c\u0435\">\u041f\u0435\u0440\u0435\u0439\u0442\u0438 \u043a \u0441\u0442\u0430\u0442\u044c\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=\"Kubernetes_Observability_%D0%BB%D0%BE%D0%B3%D0%B3%D0%B8%D0%BD%D0%B3_%D1%81_EFK\"><\/span>Kubernetes Observability: \u043b\u043e\u0433\u0433\u0438\u043d\u0433 \u0441 EFK<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u041f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043f\u0440\u043e \u043b\u043e\u0433\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u0432 Kubernetes \u043f\u043e\u0441\u0440\u0435\u0434\u0441\u0442\u0432\u043e\u043c EFK \u0441\u0442\u0435\u043a\u0430. \u041f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0432 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430\u0445 \u0434\u043e\u043b\u0436\u043d\u044b \u0441\u043e\u0437\u0434\u0430\u0432\u0430\u0442\u044c \u0436\u0443\u0440\u043d\u0430\u043b\u044b \u0442\u043e\u043b\u044c\u043a\u043e \u0432 \u0432\u0438\u0434\u0435 \u043f\u043e\u0442\u043e\u043a\u043e\u0432 \u0441\u043e\u0431\u044b\u0442\u0438\u0439 \u0438 \u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0442\u044c \u0430\u0433\u0440\u0435\u0433\u0430\u0446\u0438\u044e \u0438 \u043c\u0430\u0440\u0448\u0440\u0443\u0442\u0438\u0437\u0430\u0446\u0438\u044e \u0434\u0440\u0443\u0433\u0438\u043c \u0441\u043b\u0443\u0436\u0431\u0430\u043c \u0432 Kubernetes. \u042d\u0442\u043e\u0442 \u0448\u0430\u0431\u043b\u043e\u043d \u043f\u043e\u0434\u0447\u0435\u0440\u043a\u0438\u0432\u0430\u0435\u0442\u0441\u044f \u043a\u0430\u043a \u0444\u0430\u043a\u0442\u043e\u0440 11 \u0436\u0443\u0440\u043d\u0430\u043b\u043e\u0432 \u043c\u0435\u0442\u043e\u0434\u043e\u043b\u043e\u0433\u0438\u0438 The Twelve Factors App.<\/p>\n\n\n\n<p>\u041e\u0431\u044b\u0447\u043d\u043e \u0434\u043b\u044f \u0441\u0442\u0435\u043a\u0430 \u043e\u0431\u044a\u0435\u0434\u0438\u043d\u044f\u044e\u0442\u0441\u044f \u0442\u0440\u0438 \u043a\u043e\u043c\u043f\u043e\u043d\u0435\u043d\u0442\u0430: ElasticSearch, Fluentd \u0438 Kibana (EFK). \u0418\u043d\u043e\u0433\u0434\u0430 \u0441\u0442\u0435\u043a \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 Fluent Bit \u0432\u043c\u0435\u0441\u0442\u043e Fluentd. Fluent Bit \u0432 \u043e\u0441\u043d\u043e\u0432\u043d\u043e\u043c \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0430\u043b\u044c\u043d\u043e \u0442\u0430\u043a\u043e\u0439 \u0436\u0435, \u043d\u043e \u043b\u0435\u0433\u0447\u0435 \u043f\u043e \u0444\u0443\u043d\u043a\u0446\u0438\u044f\u043c \u0438 \u0440\u0430\u0437\u043c\u0435\u0440\u0443. \u0414\u0440\u0443\u0433\u0438\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u044f \u0438\u043d\u043e\u0433\u0434\u0430 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442 Logstash (ELK) \u0432\u043c\u0435\u0441\u0442\u043e Fluentd. <a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/721004\/\" 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=\"Observability_%D0%B4%D0%BB%D1%8F_%D0%BC%D0%B8%D0%BA%D1%80%D0%BE%D1%81%D0%B5%D1%80%D0%B2%D0%B8%D1%81%D0%BD%D1%8B%D1%85_%D0%BF%D1%80%D0%B8%D0%BB%D0%BE%D0%B6%D0%B5%D0%BD%D0%B8%D0%B9_%D0%B2_Kubernetes\"><\/span>Observability \u0434\u043b\u044f \u043c\u0438\u043a\u0440\u043e\u0441\u0435\u0440\u0432\u0438\u0441\u043d\u044b\u0445 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439 \u0432 Kubernetes<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u041b\u044e\u0431\u0430\u044f \u0440\u0430\u0441\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u0430\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u043e\u0431\u043b\u0430\u0434\u0430\u0435\u0442 \u043c\u043d\u043e\u0436\u0435\u0441\u0442\u0432\u043e\u043c \u0442\u043e\u0447\u0435\u043a \u043e\u0442\u043a\u0430\u0437\u0430 \u0438 \u043f\u043e&nbsp;\u043c\u0435\u0440\u0435 \u0435\u0435 \u043c\u0430\u0441\u0448\u0442\u0430\u0431\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u044f \u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u0441\u044f \u0432\u0441\u0435 \u0441\u043b\u043e\u0436\u043d\u0435\u0435 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0438\u0442\u044c \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u044b \u0432&nbsp;\u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u0440\u0438\u0432\u043e\u0434\u044f\u0442 \u043a&nbsp;\u043e\u0431\u0449\u0435\u0439 \u043f\u043e\u0442\u0435\u0440\u0435 \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0438\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u0438 \u0434\u0430\u0436\u0435 \u043e\u0442\u043a\u0430\u0437\u0430\u043c \u043f\u0440\u0438&nbsp;\u0432\u044b\u0441\u043e\u043a\u043e\u0439 \u043d\u0430\u0433\u0440\u0443\u0437\u043a\u0435. \u0418 \u0434\u0430\u0436\u0435 \u0435\u0441\u043b\u0438 \u043e\u0431\u043d\u0430\u0440\u0443\u0436\u0438\u0442\u044c \u043f\u0440\u043e\u0431\u043b\u0435\u043c\u0443 \u0435\u0449\u0435 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e \u0447\u0435\u0440\u0435\u0437 \u043c\u0435\u0442\u0440\u0438\u043a\u0438 \u0441\u0438\u0441\u0442\u0435\u043c \u043c\u043e\u043d\u0438\u0442\u043e\u0440\u0438\u043d\u0433\u0430, \u043d\u0430\u0438\u0431\u043e\u043b\u0435\u0435 \u0447\u0430\u0441\u0442\u043e \u0434\u043b\u044f&nbsp;\u044d\u0442\u043e\u0433\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u0437\u0430\u043c\u0435\u0440\u044b \u0437\u0430\u0434\u0435\u0440\u0436\u043a\u0438 \u043e\u0442\u0432\u0435\u0442\u0430, \u0438\u043d\u0442\u0435\u043d\u0441\u0438\u0432\u043d\u043e\u0441\u0442\u0438 \u0437\u0430\u043f\u0440\u043e\u0441\u043e\u0432, \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u043c\u0435\u0442\u0440\u0438\u043a\u0438 \u043d\u0430\u0441\u044b\u0449\u0435\u043d\u043d\u043e\u0441\u0442\u0438 \u0441\u0435\u0440\u0432\u0438\u0441\u0430, \u0442\u043e \u0432\u044b\u044f\u0441\u043d\u0438\u0442\u044c \u0438\u0441\u0442\u0438\u043d\u043d\u0443\u044e \u043f\u0440\u0438\u0447\u0438\u043d\u0443 \u0432\u043e\u0437\u043d\u0438\u043a\u043d\u043e\u0432\u0435\u043d\u0438\u044f \u043e\u0442\u043a\u043b\u043e\u043d\u0435\u043d\u0438\u044f \u0443\u0436\u0435 \u043d\u0435&nbsp;\u0442\u0430\u043a \u043f\u0440\u043e\u0441\u0442\u043e. \u0427\u0442\u043e\u0431\u044b \u0440\u0435\u0448\u0438\u0442\u044c \u044d\u0442\u0443 \u0437\u0430\u0434\u0430\u0447\u0443, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044e\u0442\u0441\u044f \u0441\u043e\u0447\u0435\u0442\u0430\u043d\u0438\u044f \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043e\u0431\u044a\u0435\u0434\u0438\u043d\u044f\u044e\u0442\u0441\u044f \u0432&nbsp;\u043e\u0431\u0449\u0435\u043c \u043f\u043e\u0434\u0445\u043e\u0434\u0435 Observability. \u0412&nbsp;\u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u043c\u044b \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0441\u0442\u0435\u043a\u043e\u0432 \u0438 \u0438\u043d\u0441\u0442\u0440\u0443\u043c\u0435\u043d\u0442\u043e\u0432 \u0434\u043b\u044f&nbsp;\u043d\u0430\u0431\u043b\u044e\u0434\u0435\u043d\u0438\u044f \u0437\u0430&nbsp;\u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f\u043c\u0438 \u0432&nbsp;Kubernetes. <a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/725000\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e\">\u0427\u0438\u0442\u0430\u0442\u044c \u043f\u043e\u043b\u043d\u043e\u0441\u0442\u044c\u044e<\/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=\"Kubernetes_Volumes_MySQL_%D1%81_%D1%81%D0%B5%D1%82%D0%B5%D0%B2%D0%BE%D0%B9_%D1%84%D0%B0%D0%B9%D0%BB%D0%BE%D0%B2%D0%BE%D0%B9_%D1%81%D0%B8%D1%81%D1%82%D0%B5%D0%BC%D0%BE%D0%B9_NFS\"><\/span>Kubernetes Volumes: MySQL \u0441 \u0441\u0435\u0442\u0435\u0432\u043e\u0439 \u0444\u0430\u0439\u043b\u043e\u0432\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u043e\u0439 (NFS)<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u0443\u0437\u043d\u0430\u0435\u043c, \u043a\u0430\u043a \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u044c \u043d\u0430\u0434\u0435\u0436\u043d\u044b\u0439 \u043e\u0434\u043d\u043e\u044d\u043b\u0435\u043c\u0435\u043d\u0442\u043d\u044b\u0439 \u0438\u043d\u0441\u0442\u0430\u043d\u0441 \u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445 MySQL \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u043f\u043e\u0434\u0430 \u0432 Kubernetes \u0438 \u043a\u0430\u043a \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u0438\u0442\u044c \u044d\u0442\u043e\u0442 \u043f\u043e\u0434 \u0434\u0440\u0443\u0433\u0438\u043c \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f\u043c \u0432 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0435. \u0414\u043b\u044f \u044d\u0442\u043e\u0433\u043e \u043c\u044b \u0441\u043e\u0437\u0434\u0430\u0434\u0438\u043c \u0442\u0440\u0438 \u043e\u0441\u043d\u043e\u0432\u043d\u044b\u0445 \u043e\u0431\u044a\u0435\u043a\u0442\u0430:<\/p>\n\n\n\n<ul>\n<li>Persistent Volume \u0434\u043b\u044f \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0441\u0440\u043e\u043a\u043e\u043c \u0441\u043b\u0443\u0436\u0431\u044b \u0434\u0438\u0441\u043a\u043e\u0432\u043e\u0433\u043e \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430 \u043d\u0435\u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e \u043e\u0442 \u0441\u0440\u043e\u043a\u0430 \u0441\u043b\u0443\u0436\u0431\u044b \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0449\u0435\u0433\u043e \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f MySQL.<\/li>\n\n\n\n<li>\u041f\u043e\u0434 MySQL, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u0443\u0434\u0435\u0442 \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0442\u044c \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 MySQL.<\/li>\n\n\n\n<li>\u0421\u0435\u0440\u0432\u0438\u0441, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u0435\u0434\u043e\u0441\u0442\u0430\u0432\u043b\u044f\u0442\u044c \u044d\u0442\u043e\u0442 \u043f\u043e\u0434 \u0434\u0440\u0443\u0433\u0438\u043c \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430\u043c \u0432 \u043a\u043b\u0430\u0441\u0442\u0435\u0440\u0435.<\/li>\n<\/ul>\n\n\n\n<p><a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/725394\/\" target=\"_blank\" rel=\"noopener\" title=\"\u0427\u0438\u0442\u0430\u0442\u044c \u0441\u0442\u0430\u0442\u044c\u044e\">\u0427\u0438\u0442\u0430\u0442\u044c \u0441\u0442\u0430\u0442\u044c\u044e<\/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=\"Kubernetes_Volumes_%D1%80%D0%B5%D0%BF%D0%BB%D0%B8%D1%86%D0%B8%D1%80%D0%BE%D0%B2%D0%B0%D0%BD%D0%BD%D0%B0%D1%8F_MongoDB_%D1%81%D0%BE_StatefulSet\"><\/span>Kubernetes Volumes: \u0440\u0435\u043f\u043b\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u0430\u044f MongoDB \u0441\u043e StatefulSet<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0420\u0430\u0437\u0432\u0435\u0440\u043d\u0435\u043c \u0440\u0435\u043f\u043b\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u043a\u043b\u0430\u0441\u0442\u0435\u0440 MongoDB \u0441&nbsp;<code>StatefulSet<\/code>. \u0414\u043b\u044f \u043d\u0430\u0447\u0430\u043b\u0430 \u0441\u043e\u0437\u0434\u0430\u0434\u0438\u043c \u0440\u0435\u043f\u043b\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u043d\u0430\u0431\u043e\u0440 \u0438\u0437 \u0442\u0440\u0435\u0445 \u043c\u043e\u0434\u0443\u043b\u0435\u0439 MongoDB, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u044f \u043e\u0431\u044a\u0435\u043a\u0442&nbsp;<code>StatefulSet<\/code>. \u041e\u0441\u043d\u043e\u0432\u043d\u043e\u0439 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u0443\u0435\u0442 \u043e\u0431\u0440\u0430\u0437 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430&nbsp;<code>mongo:3.4.24<\/code>&nbsp;\u0438 \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442 \u043f\u0440\u043e\u0446\u0435\u0441\u0441&nbsp;<code>mongod<\/code>. \u041a\u043e\u0433\u0434\u0430 \u0432\u044b \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442\u0435&nbsp;<code>mongod<\/code>, \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442\u0441\u044f \u043f\u0440\u043e\u0446\u0435\u0441\u0441 MongoDB \u0438 \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442\u0441\u044f \u043e\u043d \u0432 \u0444\u043e\u043d\u043e\u0432\u043e\u043c \u0440\u0435\u0436\u0438\u043c\u0435.&nbsp;<a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/726914\/\" target=\"_blank\" rel=\"noopener\" title=\"\u041f\u0440\u043e\u0434\u043e\u043b\u0436\u0435\u043d\u0438\u0435\">\u041f\u0440\u043e\u0434\u043e\u043b\u0436\u0435\u043d\u0438\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%BB%D0%BE%D0%B6%D0%B5%D0%BD%D0%B8%D1%8F_%D0%B2_Kubernetes_%D0%B1%D1%8B%D1%81%D1%82%D1%80%D1%8B%D0%B9_%D0%B7%D0%B0%D0%BF%D1%83%D1%81%D0%BA_Kafka_%D1%81_KRaft\"><\/span>\u041f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0432 Kubernetes: \u0431\u044b\u0441\u0442\u0440\u044b\u0439 \u0437\u0430\u043f\u0443\u0441\u043a Kafka \u0441 KRaft<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>\u0420\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0438 Kafka \u0441 \u043e\u0434\u043d\u043e\u0439 \u0438\u0437 \u0441\u0430\u043c\u044b\u0445 \u043f\u0440\u043e\u0441\u0442\u044b\u0445 \u043a\u043e\u043d\u0444\u0438\u0433\u0443\u0440\u0430\u0446\u0438\u0439. \u042d\u0442\u0430 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0430 \u043d\u0435 \u043e\u043f\u0442\u0438\u043c\u0438\u0437\u0438\u0440\u043e\u0432\u0430\u043d\u0430 \u0434\u043b\u044f \u043f\u0440\u043e\u0438\u0437\u0432\u043e\u0434\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u0441\u0440\u0435\u0434, \u043d\u043e \u0438\u0434\u0435\u0430\u043b\u044c\u043d\u043e \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u0442 \u0434\u043b\u044f \u0431\u044b\u0441\u0442\u0440\u043e\u0439 \u0438 \u043b\u043e\u043a\u0430\u043b\u044c\u043d\u043e\u0439 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u043a\u0438. <a href=\"https:\/\/habr.com\/ru\/companies\/otus\/articles\/726954\/\" 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<p><\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/otus.ru\/lessons\/infrastrukturnaya-platforma-na-osnove-kubernetes\/?utm_source=oj&amp;utm_medium=affilate&amp;utm_campaign=kuber\" target=\"_blank\" rel=\"noreferrer noopener\"><img loading=\"lazy\" decoding=\"async\" width=\"970\" height=\"90\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/10\/kuber_banner-uzkii-kopiya.jpg\" alt=\"\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 Kubernetes: \u043f\u043e\u0434\u0431\u043e\u0440\u043a\u0430 \u0430\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0445 \u0441\u0442\u0430\u0442\u0435\u0439 \u043d\u0430 \u0425\u0430\u0431\u0440\" class=\"wp-image-7652\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/10\/kuber_banner-uzkii-kopiya.jpg 970w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/10\/kuber_banner-uzkii-kopiya-300x28.jpg 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/10\/kuber_banner-uzkii-kopiya-150x14.jpg 150w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2023\/10\/kuber_banner-uzkii-kopiya-768x71.jpg 768w\" sizes=\"(max-width: 970px) 100vw, 970px\" \/><\/a><\/figure>\n\n\n\n<p><\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u0420\u0430\u0431\u043e\u0442\u0430 \u0441 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430\u043c\u0438 \u0432 Minikube \u0412 \u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435 \u0440\u0430\u0441\u0441\u043c\u043e\u0442\u0440\u0438\u043c \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435 minikube \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430\u043c\u0438. \u041f\u043e\u0433\u043e\u0432\u043e\u0440\u0438\u043c \u043e \u0442\u043e\u043c, \u0447\u0435\u043c Minikube \u043e\u0442\u043b\u0438\u0447\u0430\u0435\u0442\u0441\u044f \u043e\u0442 \u00ab\u0431\u043e\u043b\u044c\u0448\u043e\u0433\u043e\u00bb Kubernetes. \u041d\u0430\u0447\u043d\u0435\u043c \u043c\u044b \u0441 \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0438 Minikube. \u0427\u0438\u0442\u0430\u0442\u044c \u0420\u0430\u0431\u043e\u0442\u0430 \u0441 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0430\u043c\u0438 \u0432 Kubernetes \u0421\u0443\u0449\u0435\u0441\u0442\u0432\u0443\u0435\u0442 \u043c\u0430\u0441\u0441\u0430 \u043f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0439, \u0442\u0430\u043a\u0438\u0445 \u043a\u0430\u043a&nbsp;\u0431\u0430\u0437\u044b \u0434\u0430\u043d\u043d\u044b\u0445, \u0434\u043b\u044f&nbsp;\u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0441\u043e\u0445\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u043e\u0432 \u0440\u0430\u0431\u043e\u0442\u044b \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430, \u043f\u0440\u043e\u0449\u0435 \u0433\u043e\u0432\u043e\u0440\u044f, \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e\u0435 \u0445\u0440\u0430\u043d\u0438\u043b\u0438\u0449\u0435. \u0412&nbsp;\u044d\u0442\u043e\u0439 \u0441\u0442\u0430\u0442\u044c\u0435<\/p>\n","protected":false},"author":10,"featured_media":6475,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[1],"tags":[76,219,203],"aioseo_notices":[],"_links":{"self":[{"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/posts\/6474"}],"collection":[{"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/users\/10"}],"replies":[{"embeddable":true,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/comments?post=6474"}],"version-history":[{"count":1,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/posts\/6474\/revisions"}],"predecessor-version":[{"id":7654,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/posts\/6474\/revisions\/7654"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/media\/6475"}],"wp:attachment":[{"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/media?parent=6474"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/categories?post=6474"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/otus.ru\/journal\/wp-json\/wp\/v2\/tags?post=6474"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}