{"id":3880,"date":"2022-07-05T10:29:30","date_gmt":"2022-07-05T10:29:30","guid":{"rendered":"https:\/\/otus.ru\/journal\/?p=3880"},"modified":"2022-07-05T10:29:32","modified_gmt":"2022-07-05T10:29:32","slug":"doker-opisanie-osobennosti-ispolzovanie-chast-2","status":"publish","type":"post","link":"https:\/\/otus.ru\/journal\/doker-opisanie-osobennosti-ispolzovanie-chast-2\/","title":{"rendered":"\u0414\u043e\u043a\u0435\u0440: \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435. \u0427\u0430\u0441\u0442\u044c 2"},"content":{"rendered":"\n<p class=\"wp-block-paragraph\">\u041f\u0440\u043e\u0434\u043e\u043b\u0436\u0430\u0435\u043c \u0440\u0430\u0437\u0433\u043e\u0432\u043e\u0440 \u043f\u0440\u043e Docker, \u043d\u0430\u0447\u0430\u043b\u043e \u0441\u0442\u0430\u0442\u044c\u0438 <a href=\"https:\/\/otus.ru\/journal\/doker-opisanie-osobennosti-ispolzovanie\/\">\u0437\u0434\u0435\u0441\u044c<\/a>. <\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u041f\u0440\u0438\u043d\u0446\u0438\u043f \u0440\u0430\u0431\u043e\u0442\u044b \u043e\u0431\u0440\u0430\u0437\u043e\u0432<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u0435\u0440\u0435\u0434 \u0442\u0435\u043c \u043a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043e\u0431\u0440\u0430\u0437, \u043f\u0440\u0435\u0434\u0441\u0442\u043e\u0438\u0442 \u0432\u044b\u044f\u0441\u043d\u0438\u0442\u044c, \u043a\u0430\u043a \u043e\u043d \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442. Docker Image \u2013 \u044d\u0442\u043e \u0448\u0430\u0431\u043b\u043e\u043d, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0434\u043e\u0441\u0442\u0443\u043f\u0435\u043d \u0442\u043e\u043b\u044c\u043a\u043e \u0434\u043b\u044f \u0447\u0442\u0435\u043d\u0438\u044f. \u0414\u043b\u044f \u043b\u044e\u0431\u043e\u0433\u043e \u043a\u043b\u0438\u0435\u043d\u0442\u0430 \u043e\u043d \u043d\u0435 \u0434\u043e\u0441\u0442\u0443\u043f\u0435\u043d \u043a\u0430\u043a \u00ab\u0440\u0435\u0434\u0430\u043a\u0442\u0438\u0440\u0443\u0435\u043c\u044b\u0439\u00bb. \u041f\u043e\u0437\u0432\u043e\u043b\u044f\u0435\u0442 \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043d\u043e\u0432\u044b\u0439 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440. \u041f\u0440\u0435\u0434\u0443\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0435\u0442 \u0441\u043b\u043e\u0438, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0441\u043e\u0435\u0434\u0438\u043d\u044f\u044e\u0442\u0441\u044f \u0432 \u0435\u0434\u0438\u043d\u044b\u0439 \u043e\u0431\u0440\u0430\u0437 \u0447\u0435\u0440\u0435\u0437 \u0432\u0441\u043f\u043e\u043c\u043e\u0433\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u0441\u0440\u0435\u0434\u0441\u0442\u0432\u0430 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0444\u0430\u0439\u043b\u043e\u0432 \u2013 UnionFS. \u041f\u0430\u0440\u0430\u043c\u0435\u0442\u0440\u044b \u043f\u0440\u043e\u043f\u0438\u0441\u044b\u0432\u0430\u044e\u0442\u0441\u044f \u0432 Dockerfile.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0427\u0442\u043e\u0431\u044b \u043e\u0431\u0440\u0430\u0437 \u043c\u043e\u0436\u043d\u043e \u0431\u044b\u043b\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0441 \u0431\u043e\u043b\u044c\u0448\u0438\u043c \u043a\u043e\u043b\u0438\u0447\u0435\u0441\u0442\u0432\u043e\u043c \u0441\u043e\u0444\u0442\u0430, \u043d\u0443\u0436\u043d\u043e \u0432\u0432\u0435\u0441\u0442\u0438 \u0432 \u0434\u0435\u043b\u043e \u0440\u0435\u0435\u0441\u0442\u0440. \u0418\u0437 \u043d\u0435\u0433\u043e \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442\u044c \u0441\u043a\u0430\u0447\u0438\u0432\u0430\u043d\u0438\u0435 \u0433\u043e\u0442\u043e\u0432\u044b\u0445 \u0448\u0430\u0431\u043b\u043e\u043d\u043e\u0432 \u0432\u043d\u0435\u0448\u043d\u0435\u0433\u043e \u0440\u0435\u043f\u043e\u0437\u0438\u0442\u043e\u0440\u0438\u044f.&nbsp; \u0425\u0440\u0430\u043d\u0435\u043d\u0438\u0435 \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442 \u0447\u0435\u0440\u0435\u0437 \u0445\u043e\u0441\u0442. \u0417\u0430\u0433\u0440\u0443\u0437\u043a\u0443 \u0440\u0435\u043a\u043e\u043c\u0435\u043d\u0434\u0443\u0435\u0442\u0441\u044f \u043e\u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043b\u044f\u0442\u044c \u0447\u0435\u0440\u0435\u0437 \u043e\u0444\u0438\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0435 \u0438\u0441\u0442\u043e\u0447\u043d\u0438\u043a\u0438. \u041f\u0440\u0438\u043c\u0435\u0440 \u2013 Docker Trust Registry.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0423 \u043f\u043e\u0441\u043b\u0435\u0434\u043d\u0435\u0433\u043e \u0440\u0435\u0441\u0443\u0440\u0441\u0430 \u0435\u0441\u0442\u044c \u0435\u0449\u0435 \u0438 \u0432\u043e\u0437\u043c\u043e\u0436\u043d\u043e\u0441\u0442\u044c \u0441\u043a\u0430\u0447\u0438\u0432\u0430\u043d\u0438\u044f \u0441\u043b\u043e\u0435\u0432. \u041f\u0440\u0438\u043c\u0435\u0440 \u2013 \u043a\u043e\u0433\u0434\u0430 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u0443 \u0442\u0440\u0435\u0431\u0443\u0435\u0442\u0441\u044f \u0434\u043e\u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u043a\u043e\u043d\u0442\u0435\u043d\u0442 \u0438 \u043c\u043e\u0434\u0438\u0444\u0438\u0446\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043e\u0431\u0440\u0430\u0437 \u0441\u0440\u0430\u0437\u0443 \u0432 \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u0438\u0445 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u0445. \u041a\u0430\u043a \u0442\u043e\u043b\u044c\u043a\u043e \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u0438 \u043e\u043a\u0430\u0436\u0443\u0442\u0441\u044f \u043f\u043e\u0437\u0430\u0434\u0438, \u043d\u0430 \u0441\u0435\u0440\u0432\u0435\u0440 \u0431\u0443\u0434\u0443\u0442 \u043e\u0442\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u044b \u043b\u0438\u0448\u044c \u0441\u043b\u043e\u0438 \u0438 \u043f\u0440\u043e\u0432\u0435\u0434\u0435\u043d\u043d\u044b\u043c\u0438 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u044f\u043c\u0438.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u041a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440 \u0431\u0430\u0437\u0438\u0440\u0443\u0435\u0442\u0441\u044f \u043d\u0430 \u043e\u0441\u043d\u043e\u0432\u0435 \u0414\u043e\u043a\u0435\u0440-\u043e\u0431\u0440\u0430\u0437\u043e\u0432. \u041e\u043d\u0438 \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u044e\u0442\u0441\u044f \u0438\u0437 \u044f\u0434\u0440\u0430 from Ubuntu \u0438 \u0434\u0440\u0443\u0433\u0438\u0445 \u041b\u0438\u043d\u0443\u043a\u0441 \u0441\u0438\u0441\u0442\u0435\u043c. \u0414\u0430\u043d\u043d\u044b\u0439 \u043f\u0440\u0438\u0435\u043c \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u0435\u0442 \u043c\u0435\u043d\u044c\u0448\u0435\u0435 \u043f\u043e\u0442\u0440\u0435\u0431\u043b\u0435\u043d\u0438\u0435 \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432. \u0412\u0438\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0435 \u043c\u0430\u0448\u0438\u043d\u044b \u0431\u043e\u043b\u0435\u0435 \u0442\u0440\u0435\u0431\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b \u043a \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u0443 \u0437\u0430\u043f\u0443\u0441\u043a\u0430 \u0438 \u0442\u0435\u0441\u0442\u0430.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Namespace \u2013 \u044d\u0442\u043e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0438\u0432\u0430\u0435\u0442 \u0438\u0437\u043e\u043b\u044f\u0446\u0438\u044e. \u041a\u0430\u0436\u0434\u044b\u0439 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u0443\u043d\u0438\u043a\u0430\u043b\u044c\u043d\u0443\u044e \u043e\u0431\u043b\u0430\u0441\u0442\u044c \u0438\u043c\u0435\u043d. \u041e\u043d\u0438 \u043e\u0442\u0432\u0435\u0447\u0430\u044e\u0442 \u0437\u0430 \u0434\u043e\u0441\u0442\u0443\u043f.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 Docker Engine \u0440\u0435\u0430\u043b\u0438\u0437\u0443\u0435\u0442\u0441\u044f \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u0438\u043d\u043e\u0435 \u0440\u0435\u0448\u0435\u043d\u0438\u0435:<\/p>\n\n\n\n<ol class=\"wp-block-list\" type=\"1\"><li>\u00ab\u0426\u0435\u043d\u0442\u0440 \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u044f\u00bb \u043f\u0440\u0435\u0434\u0443\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0435\u0442 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044c\u043d\u044b\u0435 \u0433\u0440\u0443\u043f\u043f\u044b \u2013 crgroups.<\/li><li>\u041f\u0440\u0438\u043b\u043e\u0436\u0435\u043d\u0438\u0435 \u0431\u0443\u0434\u0435\u0442 \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u043e \u043e\u043f\u0440\u0435\u0434\u0435\u043b\u0435\u043d\u043d\u044b\u043c \u0440\u0435\u0441\u0443\u0440\u0441\u043d\u044b\u043c \u043d\u0430\u0431\u043e\u0440\u043e\u043c.<\/li><li>\u041a\u043e\u043d\u0442\u0440\u043e\u043b\u044c\u043d\u044b\u0435 \u0433\u0440\u0443\u043f\u043f\u044b, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043c\u044b \u0441\u0434\u0435\u043b\u0430\u0435\u043c, \u0431\u0443\u0434\u0443\u0442 \u043e\u0442\u0432\u0435\u0447\u0430\u0442\u044c \u0437\u0430 \u043e\u0431\u043c\u0435\u043d \u0440\u0435\u0441\u0443\u0440\u0441\u0430\u043c\u0438 \u0441 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430\u043c\u0438, \u043f\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u043c\u0438 \u0432 \u0432\u0438\u0434\u0435 \u0434\u043e\u043f\u043e\u043b\u043d\u0438\u0442\u0435\u043b\u044c\u043d\u044b\u0445.<\/li><\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u0432\u0438\u0436\u043e\u043a \u043e\u0442\u0432\u0435\u0447\u0430\u0435\u0442 \u0437\u0430 \u043e\u0431\u044a\u0435\u0434\u0438\u043d\u0435\u043d\u0438\u0435 \u043a\u043e\u043d\u0442\u0440\u043e\u043b\u044c\u043d\u044b\u0445 \u0433\u0440\u0443\u043f\u043f, \u043f\u0440\u043e\u0441\u0442\u0440\u0430\u043d\u0441\u0442\u0432\u0430 \u0438\u043c\u0435\u043d, \u0430 \u0442\u0430\u043a\u0436\u0435 \u0444\u0430\u0439\u043b\u043e\u0432\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u044b \u0432 \u0444\u043e\u0440\u043c\u0430\u0442 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0420\u0430\u0431\u043e\u0442\u0430 \u043f\u043e\u0441\u043b\u0435 \u0437\u0430\u043f\u0443\u0441\u043a\u0430 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u0440\u0438\u043c\u0435\u0440 \u0442\u043e\u0433\u043e, \u0447\u0442\u043e \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442 \u043f\u043e\u0441\u043b\u0435 \u0430\u043a\u0442\u0438\u0432\u0430\u0446\u0438\u0438 container, \u0434\u043e\u043b\u0436\u0435\u043d \u0437\u043d\u0430\u0442\u044c \u043a\u0430\u0436\u0434\u044b\u0439 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442. \u042d\u0442\u043e \u043f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u043f\u043e\u043d\u044f\u0442\u044c, \u043a\u0430\u043a \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0438\u0437\u043d\u0430\u0447\u0430\u043b\u044c\u043d\u043e \u0437\u0430\u043f\u0443\u0449\u0435\u043d\u043d\u0430\u044f \u0443\u0442\u0438\u043b\u0438\u0442\u0430:<\/p>\n\n\n\n<ol class=\"wp-block-list\" type=\"1\"><li>\u0421\u0438\u0441\u0442\u0435\u043c\u0430 \u0437\u0430\u043f\u0443\u0441\u043a\u0430\u0435\u0442 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440. \u0422\u043e\u0447\u043d\u0435\u0435 \u2013 \u043e\u0431\u0440\u0430\u0437.<\/li><li>\u0414\u0432\u0438\u0436\u043e\u043a \u043f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u0442 \u0441\u0438\u0441\u0442\u0435\u043c\u0443 \u043d\u0430 \u043d\u0430\u043b\u0438\u0447\u0438\u0435 Image. \u0415\u0441\u043b\u0438 \u043e\u043d \u0435\u0441\u0442\u044c, \u0437\u0430\u0434\u0435\u0439\u0441\u0442\u0432\u0443\u0435\u0442\u0441\u044f \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0439 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440. \u0412 \u043f\u0440\u043e\u0442\u0438\u0432\u043d\u043e\u043c \u0441\u043b\u0443\u0447\u0430\u0435 \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442 \u0437\u0430\u0433\u0440\u0443\u0437\u043a\u0430 \u0438\u0437 \u0425\u0430\u0431\u0430.<\/li><li>\u0421\u043e\u0437\u0434\u0430\u0435\u0442\u0441\u044f \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440.<\/li><li>\u0424\u0430\u0439\u043b\u043e\u0432\u0430\u044f \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u043f\u0440\u0438\u043e\u0431\u0440\u0435\u0442\u0430\u0435\u0442 \u0441\u043e\u0431\u0441\u0442\u0432\u0435\u043d\u043d\u0443\u044e \u0440\u0430\u0437\u043c\u0435\u0442\u043a\u0443. \u0422\u0443\u0442 \u0434\u043e\u0431\u0430\u0432\u043b\u044f\u044e\u0442\u0441\u044f \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u044b\u0435 \u0441\u043b\u043e\u0438 \u0434\u043b\u044f \u043f\u043e\u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u0439 \u0437\u0430\u043f\u0438\u0441\u0438.<\/li><li>\u041f\u043e\u044f\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0441\u0435\u0442\u0435\u0432\u043e\u0439 \u0438\u043d\u0442\u0435\u0440\u0444\u0435\u0439\u0441.<\/li><li>\u041e\u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u043f\u0440\u0438\u0441\u0432\u0430\u0438\u0432\u0430\u043d\u0438\u0435\u043c IP-\u0430\u0434\u0440\u0435\u0441\u0430.<\/li><li>\u041d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u044b\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u043f\u043e\u043b\u0443\u0447\u0430\u0435\u0442 \u0442\u043e\u0447\u043a\u0443 \u0437\u0430\u043f\u0443\u0441\u043a\u0430 \u0438 \u0430\u043a\u0442\u0438\u0432\u0430\u0446\u0438\u0438.<\/li><\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u041f\u043e\u0441\u043b\u0435 \u044d\u0442\u043e\u0433\u043e \u043e\u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043b\u044f\u0435\u0442\u0441\u044f \u0437\u0430\u0445\u0432\u0430\u0442 \u0432\u0432\u043e\u0434\u0430 \u0438 \u0432\u044b\u0432\u043e\u0434\u0430 \u043a\u043e\u043d\u0442\u0435\u043d\u0442\u0430. \u0423\u043a\u0430\u0437\u044b\u0432\u0430\u044f \u043a\u043e\u043c\u0430\u043d\u0434\u0443 Docker, \u043c\u043e\u0436\u043d\u043e \u043e\u0441\u0443\u0449\u0435\u0441\u0442\u0432\u043b\u044f\u0442\u044c \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0435 \u043e\u0431\u044a\u0435\u043a\u0442\u0430\u043c\u0438 \u0430\u043a\u0442\u0438\u0432\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u041f\u041e.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u041a\u043e\u043c\u0430\u043d\u0434\u044b<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u043b\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f \u043e\u0431\u0440\u0430\u0437\u0430 \u0438 \u0443\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u0432 \u043f\u0440\u0435\u0434\u0435\u043b\u0430\u0445 \u0440\u0430\u0441\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0435\u043c\u043e\u0439 \u00ab\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438\u00bb \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0441\u043f\u0435\u0446\u0438\u0430\u043b\u044c\u043d\u044b\u0435 \u0430\u043b\u0433\u043e\u0440\u0438\u0442\u043c\u044b. \u0420\u0435\u0447\u044c \u0438\u0434\u0435\u0442 \u043e\u0431 \u0443\u043a\u0430\u0437\u0430\u043d\u0438\u044f\u0445. \u0421 \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u0442\u043e\u0439 \u0438\u043b\u0438 \u0438\u043d\u043e\u0439 \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0435\u0440 \u0431\u0443\u0434\u0435\u0442 \u043c\u0430\u043d\u0438\u043f\u0443\u043b\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0414\u043e\u043a\u0435\u0440\u043e\u043c:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>docker stop \u2013 \u043e\u0442\u0432\u0435\u0447\u0430\u0435\u0442 \u0437\u0430 \u043e\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0443 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u0430;<\/li><li>create \u2013 \u0441\u043e\u0437\u0434\u0430\u0435\u0442 \u0438\u0437\u043e\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0431\u043b\u043e\u043a \u0432 \u0432\u044b\u0431\u0440\u0430\u043d\u043d\u043e\u043c \u043e\u0431\u0440\u0430\u0437\u0435;<\/li><li>docker run \u2013 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u043e\u0432 \u043d\u0430 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u0435 \u0441 \u043f\u043e\u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0438\u043c \u0437\u0430\u043f\u0443\u0441\u043a\u043e\u043c;<\/li><li>inspect \u2013 \u0432\u044b\u0432\u043e\u0434 \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e\u0441\u0442\u0435\u0439 \u043d\u0430 \u0434\u0438\u0441\u043f\u043b\u0435\u0439 \u043e\u0431 \u00ab\u0438\u0437\u043e\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u043c \u0431\u043b\u043e\u043a\u0435\u00bb;<\/li><li>logs \u2013 \u0432\u044b\u0432\u043e\u0434 \u043b\u043e\u0433\u043e\u0432 \u0432 \u043a\u043e\u043d\u0441\u043e\u043b\u044c;<\/li><li>docker expose \u2013 \u043f\u043e\u0434\u0441\u043a\u0430\u0437\u043a\u0438 \u0434\u043b\u044f \u044e\u0437\u0435\u0440\u043e\u0432 \u043e\u0442\u043d\u043e\u0441\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u0438\u043c\u0435\u044e\u0449\u0438\u0445\u0441\u044f \u043f\u043e\u0440\u0442\u043e\u0432;<\/li><li>kill \u2013 \u043e\u0442\u043a\u043b\u044e\u0447\u0435\u043d\u0438\u0435 container \u0441 \u0438\u0433\u043d\u043e\u0440\u043e\u043c \u0432\u0432\u0435\u0434\u0435\u043d\u043d\u044b\u0445 \u0438\u0437\u043c\u0435\u043d\u0435\u043d\u0438\u0439.<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Docker RM \u043e\u0442\u0432\u0435\u0447\u0430\u0435\u0442 \u0437\u0430 \u0443\u0434\u0430\u043b\u0435\u043d\u0438\u0435 \u0432\u044b\u0431\u0440\u0430\u043d\u043d\u043e\u0433\u043e \u00ab\u0438\u0437\u043e\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u043e\u0433\u043e \u0431\u043b\u043e\u043a\u0430\u00bb. \u0420\u0430\u0431\u043e\u0442\u0430\u0435\u0442 \u0442\u043e\u0433\u0434\u0430, \u043a\u043e\u0433\u0434\u0430 \u043f\u043e\u043f\u0430\u0434\u0430\u044e\u0449\u0438\u0435 \u043f\u043e\u0434 \u0434\u0435\u0439\u0441\u0442\u0432\u0438\u0435 \u044d\u043b\u0435\u043c\u0435\u043d\u0442\u044b \u2013 \u044d\u0442\u043e \u043e\u0441\u0442\u0430\u043d\u043e\u0432\u043b\u0435\u043d\u043d\u044b\u0435 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u044b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u0442\u043e\u0438\u0442 \u043e\u0431\u0440\u0430\u0442\u0438\u0442\u044c \u0432\u043d\u0438\u043c\u0430\u043d\u0438\u0435 \u043d\u0430 \u0442\u043e, \u0447\u0442\u043e \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0438\u0433\u043e\u0434\u0438\u0442\u044c\u0441\u044f run apt-get install. \u042d\u0442\u043e \u2013 \u043f\u0430\u043a\u0435\u0442 \u041f\u041e, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u043d\u0443\u0436\u0435\u043d \u0434\u043b\u044f \u0440\u0430\u0431\u043e\u0442\u044b \u0441 \u0414\u043e\u043a\u0435\u0440\u0430\u043c\u0438.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">Docker Build \u2013 \u043a\u043e\u043c\u0430\u043d\u0434\u0430, \u043a\u043e\u0442\u043e\u0440\u0430\u044f \u0441\u0447\u0438\u0442\u044b\u0432\u0430\u0435\u0442 \u0414\u043e\u043a\u0435\u0440\u0444\u0430\u0439\u043b \u0438 \u0441\u043e\u0431\u0438\u0440\u0430\u0435\u0442 \u043e\u0431\u0440\u0430\u0437. Pull \u2013 \u0441\u043a\u0430\u0447\u0438\u0432\u0430\u0435\u0442 image \u0438\u0437 registry. \u0417\u0434\u0435\u0441\u044c \u043a\u043e\u043c\u043c\u0435\u043d\u0442\u0430\u0440\u0438\u0438 \u0438\u0437\u043b\u0438\u0448\u043d\u0438.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u041e \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0438 \u043e\u0431\u0440\u0430\u0437\u0430<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0427\u0442\u043e\u0431\u044b Containers \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0438\u0440\u043e\u0432\u0430\u043b\u0438 \u043f\u0440\u0430\u0432\u0438\u043b\u044c\u043d\u043e, \u0438\u0445 \u043d\u0443\u0436\u043d\u043e \u0433\u0440\u0430\u043c\u043e\u0442\u043d\u043e \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c. \u0410 \u0435\u0449\u0435 \u2013 \u0433\u0440\u0430\u043c\u043e\u0442\u043d\u043e \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c Docker Build. \u041e\u0433\u0440\u043e\u043c\u043d\u0443\u044e \u0440\u043e\u043b\u044c \u0438\u0441\u043f\u043e\u043b\u043d\u044f\u0435\u0442 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u043e\u0431\u0440\u0430\u0437\u043e\u0432. \u0414\u0430\u043b\u0435\u0435 \u044d\u0442\u043e\u0442 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u0435\u0434\u0441\u0442\u0430\u0432\u043b\u0435\u043d \u0431\u043e\u043b\u0435\u0435 \u043f\u043e\u0434\u0440\u043e\u0431\u043d\u043e.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0421\u043d\u0430\u0447\u0430\u043b\u0430 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u043e \u0432\u044b\u0431\u0440\u0430\u0442\u044c \u0441\u043f\u043e\u0441\u043e\u0431 \u0440\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438. \u041c\u043e\u0436\u043d\u043e \u0432\u043e\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f Docker File \u0438\u043b\u0438 \u0434\u0435\u0439\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0432\u0440\u0443\u0447\u043d\u0443\u044e. \u0410\u0432\u0442\u043e\u043c\u0430\u0442\u0438\u0437\u0430\u0446\u0438\u044f \u043f\u0440\u043e\u0446\u0435\u0441\u0441\u0430 \u2013 \u0440\u0435\u0434\u043a\u0438\u0439 \u0441\u043b\u0443\u0447\u0430\u0439. \u0412 \u0434\u0430\u043d\u043d\u043e\u0439 \u0441\u0438\u0442\u0443\u0430\u0446\u0438\u0438 \u0441\u0438\u0441\u0442\u0435\u043c\u0430 \u0431\u0443\u0434\u0435\u0442 \u0434\u0435\u0439\u0441\u0442\u0432\u043e\u0432\u0430\u0442\u044c \u0441\u0430\u043c\u043e\u0441\u0442\u043e\u044f\u0442\u0435\u043b\u044c\u043d\u043e.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0421\u0432\u043e\u0438\u043c\u0438 \u0440\u0443\u043a\u0430\u043c\u0438<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">Creating by User \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442 \u043f\u043e \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u0443 \u00ab\u043e\u0431\u044b\u0447\u043d\u043e\u0433\u043e \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u0430\u00bb. \u0417\u0434\u0435\u0441\u044c \u043f\u0440\u0435\u0434\u0441\u0442\u043e\u0438\u0442:<\/p>\n\n\n\n<ul class=\"wp-block-list\"><li>\u0443\u0441\u0442\u0430\u043d\u043e\u0432\u0438\u0442\u044c \u043f\u0430\u043a\u0435\u0442\u044b;<\/li><li>\u043f\u0440\u043e\u043f\u0438\u0441\u0430\u0442\u044c \u0444\u0430\u0439\u043b\u044b \u0438 \u0430\u0434\u0440\u0435\u0441 (\u0435\u0441\u043b\u0438 \u043e\u043d \u0435\u0441\u0442\u044c);<\/li><li>\u0437\u0430\u0444\u0438\u043a\u0441\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u043a\u043e\u043c\u0430\u043d\u0434\u044b \u0438 \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u044c \u0438\u0445;<\/li><li>\u043f\u043e\u043b\u0443\u0447\u0438\u0442\u044c \u0432 \u0440\u0435\u0437\u0443\u043b\u044c\u0442\u0430\u0442\u0435 \u043e\u0431\u0440\u0430\u0437, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c\u0441\u044f \u0432 \u043a\u0430\u0447\u0435\u0441\u0442\u0432\u0435 \u0448\u0430\u0431\u043b\u043e\u043d\u0430.<\/li><\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">Created \u043c\u043e\u0436\u043d\u043e \u0441\u0434\u0435\u043b\u0430\u0442\u044c \u0447\u0435\u0440\u0435\u0437 Alpine Image. \u042d\u0442\u043e \u2013 \u043e\u0431\u0440\u0430\u0437 \u041b\u0438\u043d\u0443\u043a\u0441 \u043d\u0435\u0431\u043e\u043b\u044c\u0448\u043e\u0433\u043e \u0444\u043e\u0440\u043c\u0430\u0442\u0430. \u0414\u043e\u0431\u0430\u0432\u0438\u043c \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442 Yeah, \u043a\u043e\u0442\u043e\u0440\u044b\u0439 \u0432\u043a\u043b\u044e\u0447\u0430\u0435\u0442 \u0432 \u0441\u0435\u0431\u044f \u0442\u0435\u043a\u0441\u0442 \u00ab\u042d\u0442\u043e \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442\u00bb \u043d\u0430 \u0430\u043d\u0433\u043b\u0438\u0439\u0441\u043a\u043e\u043c. \u0414\u043b\u044f \u044d\u0442\u043e\u0433\u043e \u043f\u0440\u0435\u0434\u0441\u0442\u043e\u0438\u0442 \u0437\u0430\u0439\u0442\u0438 \u0432 \u043a\u043e\u0440\u043d\u0435\u0432\u043e\u0439 \u043a\u0430\u0442\u0430\u043b\u043e\u0433 \u0438 \u043e\u0442\u043a\u0440\u044b\u0442\u044c \u0435\u0433\u043e:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"608\" height=\"51\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/1-2.jpg\" alt=\"\u0414\u043e\u043a\u0435\u0440: \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435. \u0427\u0430\u0441\u0442\u044c 2\" class=\"wp-image-3884\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/1-2.jpg 608w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/1-2-300x25.jpg 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/1-2-150x13.jpg 150w\" sizes=\"auto, (max-width: 608px) 100vw, 608px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/1-2.jpg\",\"width\":\"608\",\"height\":\"51\"}<\/script><\/figure>\n\n\n\n<ul class=\"wp-block-list\"><li>\u0422\u0435\u043f\u0435\u0440\u044c builds \u0438 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442\u044c \u0441 \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435\u043c \u0437\u0430\u043f\u0438\u0441\u0438 \u0441 echo:<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"274\" height=\"62\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/2-1.jpg\" alt=\"\u0414\u043e\u043a\u0435\u0440: \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435. \u0427\u0430\u0441\u0442\u044c 2\" class=\"wp-image-3885\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/2-1.jpg 274w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/2-1-150x34.jpg 150w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/2-1-270x62.jpg 270w\" sizes=\"auto, (max-width: 274px) 100vw, 274px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/2-1.jpg\",\"width\":\"274\",\"height\":\"62\"}<\/script><\/figure>\n\n\n\n<ul class=\"wp-block-list\"><li>\u041c\u043e\u0436\u043d\u043e \u043e\u0442\u043a\u0440\u044b\u0442\u044c \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440 vibtant_spenc \u0441 docker ps \u2013all:<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"548\" height=\"68\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/3-1.jpg\" alt=\"\u0414\u043e\u043a\u0435\u0440: \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435. \u0427\u0430\u0441\u0442\u044c 2\" class=\"wp-image-3886\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/3-1.jpg 548w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/3-1-300x37.jpg 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/3-1-150x19.jpg 150w\" sizes=\"auto, (max-width: 548px) 100vw, 548px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/3-1.jpg\",\"width\":\"548\",\"height\":\"68\"}<\/script><\/figure>\n\n\n\n<ul class=\"wp-block-list\"><li>\u0412 \u0434\u0438\u0440\u0435\u043a\u0442\u043e\u0440\u0438\u0438 \u043c\u043e\u0436\u043d\u043e \u0441\u043e\u0437\u0434\u0430\u0442\u044c \u043d\u043e\u0432\u044b\u0439 \u043e\u0431\u0440\u0430\u0437 \u0434\u043b\u044f vibrate_spence:<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"510\" height=\"48\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/4-1.jpg\" alt=\"\u0414\u043e\u043a\u0435\u0440: \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435. \u0427\u0430\u0441\u0442\u044c 2\" class=\"wp-image-3887\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/4-1.jpg 510w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/4-1-300x28.jpg 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/4-1-150x14.jpg 150w\" sizes=\"auto, (max-width: 510px) 100vw, 510px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/4-1.jpg\",\"width\":\"510\",\"height\":\"48\"}<\/script><\/figure>\n\n\n\n<ul class=\"wp-block-list\"><li>\u041c\u043e\u0436\u043d\u043e \u0443\u0434\u0430\u043b\u0438\u0442\u044c \u00ab\u0438\u0437\u043e\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0431\u043b\u043e\u043a\u00bb. \u0414\u0430\u043b\u0435\u0435 \u2013 Build \u043d\u043e\u0432\u044b\u0439 \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440. \u0412 \u043d\u0435\u043c \u0438\u0437\u043d\u0430\u0447\u0430\u043b\u044c\u043d\u043e \u0431\u0443\u0434\u0435\u0442 \u043f\u0440\u0435\u0434\u0443\u0441\u043c\u0430\u0442\u0440\u0438\u0432\u0430\u0442\u044c\u0441\u044f \u0444\u0430\u0439\u043b Yeah:<\/li><\/ul>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"321\" height=\"134\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/5.jpg\" alt=\"\u0414\u043e\u043a\u0435\u0440: \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435. \u0427\u0430\u0441\u0442\u044c 2\" class=\"wp-image-3888\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/5.jpg 321w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/5-300x125.jpg 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/5-150x63.jpg 150w\" sizes=\"auto, (max-width: 321px) 100vw, 321px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/5.jpg\",\"width\":\"321\",\"height\":\"134\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u042d\u0442\u043e \u2013 \u043e\u0434\u0438\u043d \u0438\u0437 \u0432\u0430\u0440\u0438\u0430\u043d\u0442\u043e\u0432. \u041d\u0435\u043f\u043b\u043e\u0445 \u0434\u043b\u044f \u0442\u0435\u0441\u0442\u0430 \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u043e\u0432 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u044f (built) images. \u041d\u043e \u0435\u0441\u0442\u044c \u0438 \u0434\u0440\u0443\u0433\u043e\u0439 \u043f\u043e\u0434\u0445\u043e\u0434.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u0427\u0435\u0440\u0435\u0437 \u0414\u043e\u043a\u0435\u0440\u0444\u0430\u0439\u043b<\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u0415\u0441\u043b\u0438 \u0443\u043a\u0430\u0436\u0435\u0442\u0435 \u0442\u0430\u043a\u043e\u0439 \u043a\u043e\u0434, \u0442\u043e \u0441\u043c\u043e\u0436\u0435\u0442\u0435 \u0432\u043e\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435\u043c \u043e\u0431\u0440\u0430\u0437\u0430 \u0447\u0435\u0440\u0435\u0437 Dockerfile:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"561\" height=\"473\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/6.jpg\" alt=\"\u0414\u043e\u043a\u0435\u0440: \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435. \u0427\u0430\u0441\u0442\u044c 2\" class=\"wp-image-3889\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/6.jpg 561w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/6-300x253.jpg 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/6-150x126.jpg 150w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/6-554x466.jpg 554w\" sizes=\"auto, (max-width: 561px) 100vw, 561px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/6.jpg\",\"width\":\"561\",\"height\":\"473\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0422\u0443\u0442 \u0441\u0442\u043e\u0438\u0442 \u0437\u0430\u043f\u043e\u043c\u043d\u0438\u0442\u044c:<\/p>\n\n\n\n<ol class=\"wp-block-list\" type=\"1\"><li>\u0417\u0430 \u0441\u0447\u0435\u0442 Run apt-get \u043f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0441\u0438\u0441\u0442\u0435\u043c\u043d\u044b\u0445 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a.<\/li><li>\u041f\u0440\u043e\u0438\u0441\u0445\u043e\u0434\u0438\u0442 \u0443\u0441\u0442\u0430\u043d\u043e\u0432\u043a\u0430 building \u0438 make.<\/li><li>\u041f\u0440\u043e\u0432\u0435\u0440\u044f\u0435\u0442\u0441\u044f \u0432\u0435\u0440\u0441\u0438\u044f Python \u043d\u0430 \u0430\u043a\u0442\u0443\u0430\u043b\u044c\u043d\u043e\u0441\u0442\u044c.<\/li><li>\u0421\u043e\u0437\u0434\u0430\u0435\u0442\u0441\u044f \u0440\u0430\u0431\u043e\u0447\u0438\u0439 \u043a\u0430\u0442\u0430\u043b\u043e\u0433 \u0438 \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442 \u043f\u043e\u0434 \u043d\u0430\u0437\u0432\u0430\u043d\u0438\u0435\u043c requirements.txt \u0431\u0443\u0434\u0435\u0442 \u0441\u043a\u043e\u043f\u0438\u0440\u043e\u0432\u0430\u043d \u0432 \u00ab\u0438\u0437\u043e\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0431\u043b\u043e\u043a\u00bb.<\/li><li>PIP \u0443\u0441\u0442\u0430\u043d\u0430\u0432\u043b\u0438\u0432\u0430\u0435\u0442 \u0432\u0441\u0435 \u043d\u0435\u043e\u0431\u0445\u043e\u0434\u0438\u043c\u044b\u0435 \u0431\u0438\u0431\u043b\u0438\u043e\u0442\u0435\u043a\u0438.<\/li><li>\u041e\u0441\u0442\u0430\u0442\u043e\u043a \u043a\u043e\u0434\u0430 \u043f\u0435\u0440\u0435\u0432\u0435\u0434\u0435\u043d \u0432 \u00ab\u0438\u0437\u043e\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u0439 \u0431\u043b\u043e\u043a\u00bb. \u0414\u0430\u043b\u0435\u0435 \u043e\u0440\u0433\u0430\u043d\u0438\u0437\u043e\u0432\u0430\u043d\u0430 \u043f\u0440\u043e\u0432\u0435\u0440\u043a\u0430 \u043d\u0430 \u0446\u0435\u043b\u043e\u0441\u0442\u043d\u043e\u0441\u0442\u044c \u0441 \u0437\u0430\u043f\u0443\u0441\u043a\u043e\u043c main.py.<\/li><\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u0424\u0430\u0439\u043b \u0431\u0443\u0434\u0435\u0442 \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u043f\u0440\u0438 \u0441\u043b\u0435\u0434\u0443\u044e\u0449\u0435\u0439 \u0441\u0442\u0440\u0443\u043a\u0442\u0443\u0440\u0435 \u043a\u0430\u0442\u0430\u043b\u043e\u0433\u0430:<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><img loading=\"lazy\" decoding=\"async\" width=\"376\" height=\"126\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/7.jpg\" alt=\"\u0414\u043e\u043a\u0435\u0440: \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435. \u0427\u0430\u0441\u0442\u044c 2\" class=\"wp-image-3890\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/7.jpg 376w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/7-300x101.jpg 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/7-150x50.jpg 150w\" sizes=\"auto, (max-width: 376px) 100vw, 376px\" \/><script type=\"application\/ld+json\">{\"@context\":\"https:\/\/schema.org\",\"@type\":\"ImageObject\",\"url\":\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/7.jpg\",\"width\":\"376\",\"height\":\"126\"}<\/script><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412\u0441\u0435, \u0447\u0442\u043e \u0442\u0435\u043f\u0435\u0440\u044c \u043e\u0441\u0442\u0430\u0435\u0442\u0441\u044f \u2013 \u0438\u0437\u043c\u0435\u043d\u0438\u0442\u044c App-name. \u0422\u0443\u0442 \u043f\u0440\u043e\u043f\u0438\u0441\u044b\u0432\u0430\u0435\u0442\u0441\u044f \u0430\u0434\u0440\u0435\u0441 \u0436\u0435\u043b\u0430\u0435\u043c\u043e\u0433\u043e \u0441\u0430\u0439\u0442\u0430 \u0438\u043b\u0438 \u0443\u0442\u0438\u043b\u0438\u0442\u044b.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u043b\u044f \u0442\u043e\u0433\u043e, \u0447\u0442\u043e\u0431\u044b \u043a\u043e\u043d\u0442\u0430\u043a\u0442\u0438\u0440\u043e\u0432\u0430\u0442\u044c \u0441 \u0414\u043e\u043a\u0435\u0440\u0430\u043c\u0438, \u043c\u043e\u0436\u0435\u0442 \u043f\u0440\u0438\u0433\u043e\u0434\u0438\u0442\u044c\u0441\u044f \u0443\u0442\u0438\u043b\u0438\u0442\u0430 Docker Compose. \u0410 \u0435\u0449\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c \u0434\u043e\u043b\u0436\u0435\u043d \u0443\u0447\u0438\u0442\u044b\u0432\u0430\u0442\u044c, \u0447\u0442\u043e \u043d\u0435\u0441\u043a\u043e\u043b\u044c\u043a\u043e \u043a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440\u043e\u0432 \u043d\u0430 \u043e\u0434\u043d\u043e\u043c \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u0435 \u0432\u043f\u043e\u043b\u043d\u0435 \u043c\u043e\u0436\u043d\u043e \u0437\u0430\u043f\u0443\u0441\u0442\u0438\u0442\u044c. \u0421\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441 \u043d\u0435 \u043f\u043e\u0442\u0440\u0435\u0431\u0443\u0435\u0442 \u043e\u0442 \u043a\u043b\u0438\u0435\u043d\u0442\u0430 \u0441\u0443\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u044b\u0445 \u0440\u0435\u0441\u0443\u0440\u0441\u043e\u0432.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u041e\u0442\u043b\u0438\u0447\u0438\u0435 \u043e\u0442 \u0432\u0438\u0440\u0442\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u041a\u043e\u043d\u0442\u0435\u0439\u043d\u0435\u0440 \u0438 \u0432\u0438\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0435 \u043c\u0430\u0448\u0438\u043d\u044b \u2013 \u0441\u0440\u0435\u0434\u0441\u0442\u0432\u0430 \u0432\u0438\u0440\u0442\u0443\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u0438. \u041e\u043d\u0438 \u043e\u0442\u043b\u0438\u0447\u0430\u044e\u0442\u0441\u044f \u0434\u0440\u0443\u0433 \u043e\u0442 \u0434\u0440\u0443\u0433\u0430. \u0418\u043d\u043e\u0433\u0434\u0430 \u0446\u0435\u043b\u0435\u0441\u043e\u043e\u0431\u0440\u0430\u0437\u043d\u043e \u0434\u043b\u044f \u0442\u0435\u0441\u0442\u0430 \u0441\u043e\u0444\u0442\u0430 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c \u043f\u0435\u0440\u0432\u0443\u044e \u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044e, \u0438\u043d\u043e\u0433\u0434\u0430 \u2013 \u0432\u0442\u043e\u0440\u0443\u044e.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412\u043e\u0442 \u043a\u043b\u044e\u0447\u0435\u0432\u044b\u0435 \u0440\u0430\u0437\u043b\u0438\u0447\u0438\u044f \u0441\u043e\u043e\u0442\u0432\u0435\u0442\u0441\u0442\u0432\u0443\u044e\u0449\u0438\u0445 \u043f\u0440\u0438\u0435\u043c\u043e\u0432:<\/p>\n\n\n\n<ol class=\"wp-block-list\" type=\"1\"><li>\u0420\u0435\u0430\u043b\u0438\u0437\u0430\u0446\u0438\u044f. Docker\u0434\u0435\u0439\u0441\u0442\u0432\u0443\u0435\u0442 \u043d\u0430 \u0443\u0440\u043e\u0432\u043d\u0435 \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u043e\u0439 \u0441\u0438\u0441\u0442\u0435\u043c\u044b. \u0412\u0438\u0440\u0442\u0443\u0430\u043b\u043a\u0430 \u2013 \u043d\u0430 \u00ab\u0436\u0435\u043b\u0435\u0437\u0435\u00bb.<\/li><li>\u0412\u0438\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0435 \u043c\u0430\u0448\u0438\u043d\u044b \u0440\u0430\u0431\u043e\u0442\u0430\u044e\u0442 \u0432 \u0432\u0438\u0434\u0435 \u0441\u0430\u043c\u043e\u0441\u0442\u043e\u044f\u0442\u0435\u043b\u044c\u043d\u044b\u0445 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432, \u0443 \u043a\u043e\u0442\u043e\u0440\u044b\u0445 \u0435\u0441\u0442\u044c \u041e\u0421 \u0438 \u043e\u0431\u043e\u0440\u0443\u0434\u043e\u0432\u0430\u043d\u0438\u0435.<\/li><li>VM \u2013 \u044d\u0442\u043e \u043f\u043e\u043b\u043d\u043e\u0446\u0435\u043d\u043d\u044b\u0435 \u0434\u0435\u0432\u0430\u0439\u0441\u044b, \u043a\u043e\u0442\u043e\u0440\u044b\u0435 \u043f\u043e\u0437\u0432\u043e\u043b\u044f\u044e\u0442 \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0432 \u0440\u0430\u0437\u043d\u044b\u0445 \u0441\u0438\u0441\u0442\u0435\u043c\u0430\u0445.<\/li><li>\u0412\u0438\u0440\u0442\u0443\u0430\u043b\u043a\u0430 \u0432 \u0432\u0438\u0434\u0435 \u0433\u043b\u0430\u0432\u043d\u043e\u0439 \u0446\u0435\u043b\u0438 \u0441\u0442\u0430\u0432\u0438\u0442 \u0432\u043e\u0441\u043f\u0440\u043e\u0438\u0437\u0432\u0435\u0434\u0435\u043d\u0438\u0435 \u043f\u043e\u043b\u043d\u043e\u0439 \u0434\u0435\u044f\u0442\u0435\u043b\u044c\u043d\u043e\u0441\u0442\u0438 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u0430. \u0423 \u0414\u043e\u043a\u0435\u0440\u0430 \u044d\u0442\u043e \u2013 \u0441\u043e\u0437\u0434\u0430\u043d\u0438\u0435 \u0441\u0440\u0435\u0434\u044b \u0434\u043b\u044f \u043e\u0434\u043d\u043e\u0433\u043e \u0441\u043e\u0444\u0442\u0430.<\/li><\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412\u0438\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u0430\u044f \u043c\u0430\u0448\u0438\u043d\u0430 \u043c\u043e\u0436\u0435\u0442 \u0431\u044b\u0442\u044c \u043f\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u0430 \u0441\u043e\u0432\u0435\u0440\u0448\u0435\u043d\u043d\u043e \u043d\u0430 \u043b\u044e\u0431\u0443\u044e \u043e\u043f\u0435\u0440\u0430\u0446\u0438\u043e\u043d\u043d\u0443\u044e \u0441\u0438\u0441\u0442\u0435\u043c\u0443. \u0414\u043e\u043a\u0435\u0440\u044b \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d\u044b \u043d\u0430 \u044f\u0434\u0440\u043e Linux \u043f\u0440\u0435\u0438\u043c\u0443\u0449\u0435\u0441\u0442\u0432\u0435\u043d\u043d\u043e. \u041e\u0442\u043d\u043e\u0441\u0438\u0442\u0435\u043b\u044c\u043d\u043e \u043f\u043e\u0434\u043d\u044f\u0442\u0438\u044f \u00ab\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u0438\u00bb \u043d\u0430 Windows \u0441\u0443\u0434\u0438\u0442\u044c \u0442\u0440\u0443\u0434\u043d\u043e. \u042d\u0442\u043e \u043d\u0435 \u0441\u0430\u043c\u044b\u0439 \u043b\u0443\u0447\u0448\u0438\u0439 \u043f\u0440\u043e\u0446\u0435\u0441\u0441.<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u0418\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c \u0432\u0438\u0440\u0442\u0443\u0430\u043b\u044c\u043d\u044b\u0435 \u043c\u0430\u0448\u0438\u043d\u044b \u0441\u0442\u043e\u0438\u0442 \u0442\u043e\u0433\u0434\u0430, \u043a\u043e\u0433\u0434\u0430 \u0445\u043e\u0447\u0435\u0442\u0441\u044f \u043f\u043e\u0441\u043c\u043e\u0442\u0440\u0435\u0442\u044c, \u00ab\u043a\u0430\u043a \u0432\u0441\u0435 \u0440\u0430\u0431\u043e\u0442\u0430\u0435\u0442\u00bb. \u042d\u0442\u043e \u2013 \u0437\u0430\u0442\u0440\u0430\u0442\u043d\u044b\u0439, \u043d\u043e \u043f\u043e\u043b\u043d\u043e\u0446\u0435\u043d\u043d\u044b\u0439 \u0442\u0435\u0441\u0442\u0438\u043d\u0433. \u0415\u0441\u043b\u0438 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0435\u0440 \u043e\u0440\u0438\u0435\u043d\u0442\u0438\u0440\u043e\u0432\u0430\u043d \u043d\u0430 \u0444\u0443\u043d\u043a\u0446\u0438\u043e\u043d\u0438\u0440\u043e\u0432\u0430\u043d\u0438\u0435 \u043a\u043e\u043d\u043a\u0440\u0435\u0442\u043d\u043e\u0433\u043e \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u043d\u043e\u0433\u043e \u043e\u0431\u0435\u0441\u043f\u0435\u0447\u0435\u043d\u0438\u044f, \u0430 \u0440\u0435\u0441\u0443\u0440\u0441\u044b \u0441\u0438\u043b\u044c\u043d\u043e \u043e\u0433\u0440\u0430\u043d\u0438\u0447\u0435\u043d\u044b \u2013 \u043b\u0443\u0447\u0448\u0435 \u043f\u0440\u0438\u043c\u0435\u043d\u044f\u0442\u044c \u0414\u043e\u043a\u0435\u0440. \u0414\u0430\u043d\u043d\u0430\u044f \u00ab\u0442\u0435\u0445\u043d\u043e\u043b\u043e\u0433\u0438\u044f\u00bb \u043f\u043e\u0434\u0445\u043e\u0434\u0438\u0442 \u0434\u043b\u044f \u0442\u0435\u0441\u0442\u0438\u043d\u0433\u0430 \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432 \u0431\u0435\u0437 \u0443\u0447\u0435\u0442\u0430 \u00ab\u043f\u043e\u0432\u0435\u0434\u0435\u043d\u0438\u044f \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u0430\u00bb.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u041a\u0430\u043a \u0431\u044b\u0441\u0442\u0440\u0435\u0435 \u0440\u0430\u0437\u043e\u0431\u0440\u0430\u0442\u044c\u0441\u044f \u0432 \u0442\u0435\u043c\u0435<\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">\u0414\u043b\u044f \u0442\u043e\u0433\u043e, \u0447\u0442\u043e\u0431\u044b \u043b\u0443\u0447\u0448\u0435 \u0438\u0437\u0443\u0447\u0438\u0442\u044c \u043f\u0440\u0438\u043d\u0446\u0438\u043f\u044b \u0442\u043e\u0433\u043e, \u043a\u0430\u043a \u0441\u043e\u0437\u0434\u0430\u0442\u044c Dockerfile \u0438 \u0440\u0430\u0431\u043e\u0442\u0430\u0442\u044c \u0441 \u00ab\u0438\u0437\u043e\u043b\u0438\u0440\u043e\u0432\u0430\u043d\u043d\u044b\u043c\u0438 \u0431\u043b\u043e\u043a\u0430\u043c\u0438\u00bb, \u0441\u0442\u043e\u0438\u0442 \u0437\u0430\u043f\u0438\u0441\u0430\u0442\u044c\u0441\u044f \u043d\u0430 \u043a\u043e\u043c\u043f\u044c\u044e\u0442\u0435\u0440\u043d\u044b\u0435 \u0434\u0438\u0441\u0442\u0430\u043d\u0446\u0438\u043e\u043d\u043d\u044b\u0435 \u043e\u0431\u0440\u0430\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044c\u043d\u044b\u0435 \u043a\u0443\u0440\u0441\u044b. \u042d\u0442\u043e \u2013 \u043e\u043f\u0442\u0438\u043c\u0430\u043b\u044c\u043d\u044b\u0439 \u0432\u044b\u0445\u043e\u0434 \u0438 \u0434\u043b\u044f \u043d\u043e\u0432\u0438\u0447\u043a\u043e\u0432, \u0438 \u0434\u043b\u044f \u043e\u043f\u044b\u0442\u043d\u044b\u0445 \u0440\u0430\u0437\u0440\u0430\u0431\u043e\u0442\u0447\u0438\u043a\u043e\u0432. \u041f\u043e\u043c\u043e\u0433\u0430\u0435\u0442 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u044f\u043c \u0434\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0431\u044b\u0441\u0442\u0440\u043e 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\u043a\u043e\u0433\u0434\u0430 \u0443\u0433\u043e\u0434\u043d\u043e. \u0418 \u0442\u0430\u043c, \u0433\u0434\u0435 \u0443\u0434\u043e\u0431\u043d\u043e. \u0414\u043e\u0441\u0442\u0430\u0442\u043e\u0447\u043d\u043e \u0438\u043c\u0435\u0442\u044c \u0443\u0441\u0442\u0440\u043e\u0439\u0441\u0442\u0432\u043e \u0441 \u0432\u044b\u0445\u043e\u0434\u043e\u043c \u0432 \u0438\u043d\u0442\u0435\u0440\u043d\u0435\u0442.<\/li><li>\u0427\u0435\u0442\u043a\u043e \u0441\u043e\u0441\u0442\u0430\u0432\u043b\u0435\u043d\u043d\u044b\u0435 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u044b \u043e\u0431\u0443\u0447\u0435\u043d\u0438\u044f. \u0412 \u0437\u0430\u0432\u0438\u0441\u0438\u043c\u043e\u0441\u0442\u0438 \u043e\u0442 \u0432\u044b\u0431\u0440\u0430\u043d\u043d\u043e\u0433\u043e \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u044f \u043c\u043e\u0436\u043d\u043e \u043e\u0441\u0432\u043e\u0438\u0442\u044c \u0442\u043e\u0442 \u0438\u043b\u0438 \u0438\u043d\u043e\u0439 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\u043f\u043e\u0440\u0442\u0444\u043e\u043b\u0438\u043e.<\/li><li>\u041d\u043e\u0432\u044b\u0435 \u0437\u043d\u0430\u043a\u043e\u043c\u0441\u0442\u0432\u0430.<\/li><li>\u0420\u0430\u0437\u043d\u043e\u043e\u0431\u0440\u0430\u0437\u0438\u0435 \u043d\u0430\u043f\u0440\u0430\u0432\u043b\u0435\u043d\u0438\u0439.<\/li><li>\u041f\u0440\u0435\u0434\u043b\u043e\u0436\u0435\u043d\u0438\u044f \u0441 \u0443\u0447\u0435\u0442\u043e\u043c \u0443\u0440\u043e\u0432\u043d\u044f \u0437\u043d\u0430\u043d\u0438\u0439 \u043a\u043b\u0438\u0435\u043d\u0442\u0430. \u0415\u0441\u0442\u044c \u043a\u0443\u0440\u0441\u044b \u0434\u043b\u044f \u043d\u043e\u0432\u0435\u043d\u044c\u043a\u0438\u0445 \u0438 \u043e\u043f\u044b\u0442\u043d\u044b\u0445 \u043f\u0440\u043e\u0433\u0440\u0430\u043c\u043c\u0438\u0441\u0442\u043e\u0432.<\/li><\/ol>\n\n\n\n<p class=\"wp-block-paragraph\">\u0412 \u043a\u043e\u043d\u0446\u0435 \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u0435\u043b\u0438 \u043f\u043e\u043b\u0443\u0447\u0430\u0442 \u044d\u043b\u0435\u043a\u0442\u0440\u043e\u043d\u043d\u044b\u0439 \u0441\u0435\u0440\u0442\u0438\u0444\u0438\u043a\u0430\u0442. \u0421 \u0435\u0433\u043e \u043f\u043e\u043c\u043e\u0449\u044c\u044e \u043c\u043e\u0436\u043d\u043e \u0434\u043e\u043a\u0443\u043c\u0435\u043d\u0442\u0430\u043b\u044c\u043d\u043e \u043f\u043e\u0434\u0442\u0432\u0435\u0440\u0434\u0438\u0442\u044c \u043f\u0440\u043e\u0445\u043e\u0436\u0434\u0435\u043d\u0438\u0435 \u0432\u044b\u0431\u0440\u0430\u043d\u043d\u044b\u0445 \u043a\u0443\u0440\u0441\u043e\u0432.<\/p>\n\n\n\n<figure class=\"wp-block-image size-large\"><a href=\"https:\/\/otus.ru\/lessons\/devops-praktiki-i-instrumenty\/?utm_source=oj&amp;utm_medium=affilate&amp;utm_campaign=devops\"><img loading=\"lazy\" decoding=\"async\" width=\"970\" height=\"90\" src=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/DevOps_970x90-2.png\" alt=\"\u0414\u043e\u043a\u0435\u0440: \u043e\u043f\u0438\u0441\u0430\u043d\u0438\u0435, \u043e\u0441\u043e\u0431\u0435\u043d\u043d\u043e\u0441\u0442\u0438, \u0438\u0441\u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u043d\u0438\u0435. \u0427\u0430\u0441\u0442\u044c 2\" class=\"wp-image-3883\" srcset=\"https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/DevOps_970x90-2.png 970w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/DevOps_970x90-2-300x28.png 300w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/DevOps_970x90-2-150x14.png 150w, https:\/\/otus.ru\/journal\/wp-content\/uploads\/2022\/07\/DevOps_970x90-2-768x71.png 768w\" sizes=\"auto, (max-width: 970px) 100vw, 970px\" \/><script 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