{"id":36025,"date":"2019-10-31T22:09:12","date_gmt":"2019-10-31T19:09:12","guid":{"rendered":"https:\/\/prohoster.info\/blog\/metriki-devops-otkuda-brat-dannye-dlya-raschetov\/"},"modified":"2019-10-31T22:09:12","modified_gmt":"2019-10-31T19:09:12","slug":"metriki-devops-otkuda-brat-dannye-dlya-raschetov","status":"publish","type":"post","link":"https:\/\/prohoster.info\/pt\/blog\/administrirovanie\/metriki-devops-otkuda-brat-dannye-dlya-raschetov","title":{"rendered":"M\u00e9tricas DevOps \u2013 de onde pegar dados para c\u00e1lculos","gt_translate_keys":[{"key":"rendered","format":"text"}]},"content":{"rendered":"<p>Para ser sincero, Ivan frequentemente ria dos esfor\u00e7os f\u00fateis dos colegas do departamento de monitoramento. Eles se esfor\u00e7avam imensamente para implementar as m\u00e9tricas que a alta administra\u00e7\u00e3o solicitava. Estavam t\u00e3o ocupados que mais ningu\u00e9m queria fazer nada. <\/p>\n<p>E a administra\u00e7\u00e3o nunca estava satisfeita - estava constantemente pedindo novas e novas m\u00e9tricas, rapidamente deixando de usar as que j\u00e1 haviam sido feitas.<\/p>\n<p>Ultimamente, todos s\u00f3 falavam sobre Lead Time - o tempo de entrega das funcionalidades de neg\u00f3cios. A m\u00e9trica mostrou um n\u00famero insano - 200 dias para entregar uma tarefa. Como todos se impressionaram, exclamando e levantando as m\u00e3os ao c\u00e9u!<\/p>\n<p>Depois de um tempo, o barulho gradualmente diminuiu e a administra\u00e7\u00e3o pediu a cria\u00e7\u00e3o de mais uma m\u00e9trica.<\/p>\n<p>Ivan tinha plena certeza de que a nova m\u00e9trica tamb\u00e9m morreria silenciosamente em um canto escuro.<\/p>\n<p>De fato, pensou Ivan, saber o n\u00famero n\u00e3o diz nada a ningu\u00e9m. 200 dias ou 2 dias - n\u00e3o h\u00e1 diferen\u00e7a, porque com o n\u00famero n\u00e3o \u00e9 poss\u00edvel determinar a causa e entender se isso \u00e9 bom ou ruim.<\/p>\n<p>Esta \u00e9 a armadilha t\u00edpica das m\u00e9tricas: parece que a nova m\u00e9trica revelar\u00e1 a ess\u00eancia da exist\u00eancia e explicar\u00e1 algum segredo oculto. Todos esperam por isso, mas nada acontece. Justamente porque o segredo n\u00e3o deve ser procurado nas m\u00e9tricas!<\/p>\n<p>Para Ivan, isso era um est\u00e1gio j\u00e1 superado. Ele entendia que <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/342330\/\">m\u00e9tricas s\u00e3o apenas uma r\u00e9gua de madeira comum<\/a><\/noindex> para medi\u00e7\u00f5es, e todos os segredos devem ser buscados em <noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/436310\/\">objeto de influ\u00eancia<\/a><\/noindex>, ou seja, no que forma essa m\u00e9trica.<\/p>\n<p>Para uma loja online, o objeto de influ\u00eancia ser\u00e3o seus clientes, que trazem dinheiro, enquanto para o DevOps \u2013 as equipes que criam e implantam distribui\u00e7\u00f5es usando o pipeline.<\/p>\n<p>Certa vez, acomodando-se no sagu\u00e3o em uma poltrona confort\u00e1vel, Ivan decidiu pensar cuidadosamente sobre como gostaria de ver as m\u00e9tricas do DevOps, considerando que o objeto de influ\u00eancia s\u00e3o as equipes.<\/p>\n<h2>Objetivo das m\u00e9tricas do DevOps<\/h2>\n<p>\n\u00c9 claro que todos desejam reduzir o tempo de entrega. 200 dias - isso simplesmente n\u00e3o \u00e9 aceit\u00e1vel. <\/p>\n<p>Mas como, essa \u00e9 a quest\u00e3o?<noindex><a rel=\"nofollow\" name=\"habracut\"><\/a><\/noindex><\/p>\n<p>Na empresa, centenas de equipes trabalham, e milhares de distribui\u00e7\u00f5es passam diariamente pelo pipeline do DevOps. O tempo real de entrega se apresentar\u00e1 como uma distribui\u00e7\u00e3o. Cada equipe ter\u00e1 seu pr\u00f3prio tempo e caracter\u00edsticas pr\u00f3prias. Como encontrar algo entre essa bagun\u00e7a?<\/p>\n<p>A resposta surgiu por si s\u00f3 \u2013 \u00e9 necess\u00e1rio identificar as equipes problem\u00e1ticas e entender o que est\u00e1 acontecendo com elas e por que demoram tanto, enquanto se aprende com as equipes \"boas\" como fazer tudo rapidamente. Para isso, \u00e9 preciso medir o tempo que as equipes passaram em cada um dos ambientes DevOps:<\/p>\n<p><img decoding=\"async\" alt=\"M\u00e9tricas DevOps \u2013 de onde pegar dados para c\u00e1lculos\" src=\"\/wp-content\/uploads\/2019\/07\/473fee4357ed2a1ab6d339c619bfa5c2.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n <br \/>\nO objetivo do sistema ser\u00e1 a sele\u00e7\u00e3o de equipes com base no tempo de passagem pelos ambientes, ou seja, no final devemos obter uma lista de equipes com tempos selecionados, e n\u00e3o apenas n\u00fameros.<\/p>\n<p>Se soubermos quanto tempo foi gasto no total em cada ambiente e quanto tempo foi gasto em paralisa\u00e7\u00f5es entre os ambientes, poderemos contatar as equipes, investigar mais detalhadamente as causas e resolv\u00ea-las\", pensou Ivan.<\/p>\n<p><img decoding=\"async\" alt=\"M\u00e9tricas DevOps \u2013 de onde pegar dados para c\u00e1lculos\" src=\"\/wp-content\/uploads\/2019\/07\/4e5b952681b46ccce2d6ec8fd6e1303b.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n <\/p>\n<h2>Como calcular o tempo de entrega para DevOps<\/h2>\n<p>Para fazer a contagem, era necess\u00e1rio se aprofundar no processo DevOps e suas entidades.<\/p>\n<p>Na empresa, \u00e9 utilizado um n\u00famero limitado de sistemas, e as informa\u00e7\u00f5es podem ser obtidas apenas a partir deles, e de mais nenhum outro lugar.<\/p>\n<p>Todas as tarefas na empresa eram registradas no Jira. Quando uma tarefa era iniciada, um branch era criado, e ap\u00f3s a implementa\u00e7\u00e3o, era feito um commit no BitBucket e um Pull Request. Ao aceitar o PR (Pull Request), um pacote era automaticamente criado e salvo no reposit\u00f3rio Nexus. <\/p>\n<p><img decoding=\"async\" alt=\"M\u00e9tricas DevOps \u2013 de onde pegar dados para c\u00e1lculos\" src=\"\/wp-content\/uploads\/2019\/07\/f170f636bc0c8a2653f1ffa379f76a21.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n <br \/>\nEm seguida, o pacote era implantado em v\u00e1rios ambientes com o uso do Jenkins para verificar a corre\u00e7\u00e3o do deploy, testes autom\u00e1ticos e manuais:<\/p>\n<p><img decoding=\"async\" alt=\"M\u00e9tricas DevOps \u2013 de onde pegar dados para c\u00e1lculos\" src=\"\/wp-content\/uploads\/2019\/07\/be9495e291e46496c7783b2406493910.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n <br \/>\nIvan detalhou quais informa\u00e7\u00f5es poderiam ser extra\u00eddas de quais sistemas para calcular o tempo nos ambientes:<\/p>\n<ul>\n<li>Do Nexus \u2013 Tempo de cria\u00e7\u00e3o do pacote e nome da pasta que continha o c\u00f3digo da equipe.<\/li>\n<li>Do Jenkins \u2013 Hora de in\u00edcio, dura\u00e7\u00e3o e resultado da execu\u00e7\u00e3o de cada job, nome do ambiente (nos par\u00e2metros da job), est\u00e1gios (passos da job), link para o pacote no Nexus.<\/li>\n<li>Ivan decidiu n\u00e3o incluir o Jira e o BitBucket no pipeline, pois eles estavam mais relacionados \u00e0 fase de desenvolvimento, e n\u00e3o \u00e0 implanta\u00e7\u00e3o do pacote final nos ambientes.<\/li>\n<\/ul>\n<p>\n<img decoding=\"async\" alt=\"M\u00e9tricas DevOps \u2013 de onde pegar dados para c\u00e1lculos\" src=\"\/wp-content\/uploads\/2019\/07\/df9b9d6f23f540b307fa4d8223b9ef16.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n<br \/>\nCom base nas informa\u00e7\u00f5es dispon\u00edveis, um esquema foi elaborado:<\/p>\n<p><img decoding=\"async\" alt=\"M\u00e9tricas DevOps \u2013 de onde pegar dados para c\u00e1lculos\" src=\"\/wp-content\/uploads\/2019\/07\/da2c34a736d418939d31a679a3f6163c.png\" style=\"display:block;margin: 0 auto;\" \/><br \/>\n <br \/>\nSabendo quanto tempo \u00e9 necess\u00e1rio para criar pacotes e quanto tempo \u00e9 gasto em cada um deles, \u00e9 poss\u00edvel calcular facilmente os custos totais para a passagem de todo o pipeline DevOps (ciclo completo).<\/p>\n<p>Aqui est\u00e3o as m\u00e9tricas de DevOps que Ivan obteve no final:<\/p>\n<ul>\n<li>N\u00famero de pacotes criados<\/li>\n<li>Percentual de pacotes que \"entraram\" no ambiente e \"passaram\" pelo ambiente<\/li>\n<li>Tempo gasto no ambiente (ciclo do ambiente)<\/li>\n<li>Ciclo completo (tempo total em todas as esta\u00e7\u00f5es)<\/li>\n<li>Dura\u00e7\u00e3o das jobs<\/li>\n<li>Inatividade entre as esta\u00e7\u00f5es<\/li>\n<li>Inatividade entre os lan\u00e7amentos de jobs na mesma esta\u00e7\u00e3o<\/li>\n<\/ul>\n<p>\nPor um lado, as m\u00e9tricas caracterizavam muito bem o pipeline DevOps em termos de tempo, por outro, eram consideradas muito simples.<\/p>\n<p>Satisfeito com o trabalho bem feito, Ivan preparou uma apresenta\u00e7\u00e3o e foi apresent\u00e1-la \u00e0 ger\u00eancia.<\/p>\n<p>Ele voltou com uma express\u00e3o carrancuda e os ombros ca\u00eddos. <\/p>\n<p> \u2014 \u00c9 um fiasco, meu irm\u00e3o \u2014 sorriu o colega ir\u00f4nico...<\/p>\n<p><b>Leia a continua\u00e7\u00e3o no artigo \"<noindex><a rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/458370\/\">Como os resultados r\u00e1pidos ajudaram Ivan<\/a><\/noindex>\u00bb.<\/b><br \/>\n<br \/>Fonte: <a content=\"nofollow\" rel=\"nofollow\" href=\"https:\/\/habr.com\/ru\/post\/459344\/\">habr.com<\/a><\/p>","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"excerpt":{"rendered":"<p>\u0427\u0435\u0441\u0442\u043d\u043e \u0433\u043e\u0432\u043e\u0440\u044f, \u0418\u0432\u0430\u043d \u0447\u0430\u0441\u0442\u043e \u043f\u043e\u0441\u043c\u0435\u0438\u0432\u0430\u043b\u0441\u044f \u043d\u0430\u0434 \u0442\u0449\u0435\u0442\u043d\u044b\u043c\u0438 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\u0445\u043e\u0442\u0435\u043b\u0438 \u0434\u0435\u043b\u0430\u0442\u044c. \u0410 \u0440\u0443\u043a\u043e\u0432\u043e\u0434\u0441\u0442\u0432\u0443 \u0432\u0441\u0451 \u0431\u044b\u043b\u043e \u043c\u0430\u043b\u043e \u2013 \u043e\u043d\u043e \u043f\u043e\u0441\u0442\u043e\u044f\u043d\u043d\u043e \u0437\u0430\u043a\u0430\u0437\u044b\u0432\u0430\u043b\u043e \u0432\u0441\u0451 \u043d\u043e\u0432\u044b\u0435 \u0438 \u043d\u043e\u0432\u044b\u0435 \u043c\u0435\u0442\u0440\u0438\u043a\u0438, \u043e\u0447\u0435\u043d\u044c \u0431\u044b\u0441\u0442\u0440\u043e \u043f\u0435\u0440\u0435\u0441\u0442\u0430\u0432\u0430\u044f \u043f\u043e\u043b\u044c\u0437\u043e\u0432\u0430\u0442\u044c\u0441\u044f \u0442\u0435\u043c, \u0447\u0442\u043e [&hellip;]<\/p>\n","protected":false,"gt_translate_keys":[{"key":"rendered","format":"html"}]},"author":1,"featured_media":26932,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[688],"tags":[],"class_list":["post-36025","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-administrirovanie"],"aioseo_notices":[],"aioseo_head":"\n\t\t<!-- All in One SEO 5.0.3 - aioseo.com -->\n\t<meta name=\"description\" content=\"\u0427\u0435\u0441\u0442\u043d\u043e \u0433\u043e\u0432\u043e\u0440\u044f, \u0418\u0432\u0430\u043d \u0447\u0430\u0441\u0442\u043e \u043f\u043e\u0441\u043c\u0435\u0438\u0432\u0430\u043b\u0441\u044f \u043d\u0430\u0434 \u0442\u0449\u0435\u0442\u043d\u044b\u043c\u0438 \u0443\u0441\u0438\u043b\u0438\u044f\u043c\u0438 \u043a\u043e\u043b\u043b\u0435\u0433 \u0438\u0437 \u043e\u0442\u0434\u0435\u043b\u0430 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