{"id":4431,"date":"2018-01-16T01:10:02","date_gmt":"2018-01-16T09:10:02","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=4431"},"modified":"2023-06-23T09:28:37","modified_gmt":"2023-06-23T16:28:37","slug":"saga-pattern-implement-business-transactions-using-microservices-part-2","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/pt\/saga-pattern-implement-business-transactions-using-microservices-part-2\/","title":{"rendered":"Padr\u00e3o Saga | Como implementar transa\u00e7\u00f5es comerciais usando microsservi\u00e7os - Parte II"},"content":{"rendered":"<p><a href=\"https:\/\/www.couchbase.com\/blog\/pt\/distributed-multi-document-acid-transactions-in-couchbase\/\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-7564\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2018\/01\/Couchbase-transaction.png\" alt=\"\" width=\"993\" height=\"120\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/01\/Couchbase-transaction.png 704w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/01\/Couchbase-transaction-300x36.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/01\/Couchbase-transaction-20x2.png 20w\" sizes=\"auto, (max-width: 993px) 100vw, 993px\" \/><\/a><\/p>\n<p><span style=\"font-weight: 400\"><a href=\"https:\/\/www.couchbase.com\/blog\/pt\/saga-pattern-implement-business-transactions-using-microservices-part\/\">Na postagem anterior<\/a>No artigo anterior, vimos alguns dos desafios da implementa\u00e7\u00e3o de transa\u00e7\u00f5es distribu\u00eddas e como implementar o padr\u00e3o da Saga usando a abordagem Event\/Choreography. Neste artigo, vamos falar sobre como resolver alguns de seus problemas, como transa\u00e7\u00f5es complexas ou depend\u00eancias c\u00edclicas de eventos, usando outro tipo de implementa\u00e7\u00e3o do Saga chamado Comando ou Orquestra\u00e7\u00e3o.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><b>L\u00f3gica de sequenciamento de comando\/arquestra\u00e7\u00e3o da Saga<\/b><\/h3>\n<p><span style=\"font-weight: 400\">Na abordagem de orquestra\u00e7\u00e3o, definimos um novo servi\u00e7o com a responsabilidade exclusiva de dizer a cada participante o que fazer e quando. O servi\u00e7o <a href=\"https:\/\/www.couchbase.com\/blog\/pt\/saga-pattern-implement-business-transactions-using-microservices-part\/\">padr\u00e3o de saga<\/a> O orquestrador se comunica com cada servi\u00e7o em um estilo de comando\/resposta, informando a eles qual opera\u00e7\u00e3o deve ser executada.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Vamos ver como fica usando nosso exemplo anterior de com\u00e9rcio eletr\u00f4nico:<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"wp-image-4432 aligncenter\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-11-at-7.40.54-PM-1024x627.png\" alt=\"Command\/Orchestration flow\" width=\"712\" height=\"436\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/01\/Screen-Shot-2018-01-11-at-7.40.54-PM-1024x627.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/01\/Screen-Shot-2018-01-11-at-7.40.54-PM-300x184.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/01\/Screen-Shot-2018-01-11-at-7.40.54-PM-768x470.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/01\/Screen-Shot-2018-01-11-at-7.40.54-PM-1536x941.png 1536w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/01\/Screen-Shot-2018-01-11-at-7.40.54-PM-20x12.png 20w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/01\/Screen-Shot-2018-01-11-at-7.40.54-PM-1320x809.png 1320w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/01\/Screen-Shot-2018-01-11-at-7.40.54-PM.png 1564w\" sizes=\"auto, (max-width: 712px) 100vw, 712px\" \/><\/p>\n<ol>\n<li><span style=\"font-weight: 400\"><em>Servi\u00e7o de pedidos<\/em> salva uma ordem pendente e solicita ao Order Saga Orchestrator (OSO) que inicie uma ordem pendente. <em>criar transa\u00e7\u00e3o de pedido<\/em>.<\/span><\/li>\n<li><em>OSO<\/em> envia um <em><strong>Executar pagamento<\/strong><\/em> comando para <em>Servi\u00e7o de pagamento<\/em>e ele responde com um <em><strong>Pagamento executado<\/strong><\/em> mensagem<\/li>\n<li><em>OSO<\/em> envia um <em><strong>Preparar pedido<\/strong><\/em> para o Stock Service e ele responde com um comando <em><strong>Pedido preparado<\/strong><\/em> mensagem<\/li>\n<li><em>OSO<\/em> envia um <em><strong>Entregar pedido<\/strong><\/em> para o Delivery Service, e ele responde com um comando <em><strong>Pedido entregue<\/strong><\/em> mensagem<\/li>\n<\/ol>\n<p><span style=\"font-weight: 400\">No caso acima, o Order Saga Orchestrator sabe qual \u00e9 o fluxo necess\u00e1rio para executar uma transa\u00e7\u00e3o de \"cria\u00e7\u00e3o de pedido\". Se algo falhar, ele tamb\u00e9m \u00e9 respons\u00e1vel por coordenar a revers\u00e3o, enviando comandos a cada participante para desfazer a opera\u00e7\u00e3o anterior.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Uma maneira padr\u00e3o de modelar um orquestrador de saga \u00e9 uma m\u00e1quina de estado em que cada transforma\u00e7\u00e3o corresponde a um comando ou mensagem. As m\u00e1quinas de estado s\u00e3o um excelente padr\u00e3o para estruturar um comportamento bem definido, pois s\u00e3o f\u00e1ceis de implementar e particularmente \u00f3timas para testes.<\/span><\/p>\n<p>&nbsp;<\/p>\n<h3><b>Retrocesso no Comando\/Orquestra\u00e7\u00e3o da Saga<\/b><\/h3>\n<p><span style=\"font-weight: 400\">As revers\u00f5es s\u00e3o muito mais f\u00e1ceis quando voc\u00ea tem um orquestrador para coordenar tudo:<\/span><\/p>\n<p><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter wp-image-4433\" src=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2018\/01\/Screen-Shot-2018-01-11-at-7.41.06-PM-1024x652.png\" alt=\"\" width=\"664\" height=\"423\" srcset=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/01\/Screen-Shot-2018-01-11-at-7.41.06-PM-1024x652.png 1024w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/01\/Screen-Shot-2018-01-11-at-7.41.06-PM-300x191.png 300w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/01\/Screen-Shot-2018-01-11-at-7.41.06-PM-768x489.png 768w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/01\/Screen-Shot-2018-01-11-at-7.41.06-PM-20x13.png 20w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/01\/Screen-Shot-2018-01-11-at-7.41.06-PM-1320x840.png 1320w, https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/01\/Screen-Shot-2018-01-11-at-7.41.06-PM.png 1486w\" sizes=\"auto, (max-width: 664px) 100vw, 664px\" \/><\/p>\n<ol>\n<li style=\"font-weight: 400\"><i><span style=\"font-weight: 400\">Servi\u00e7o de estoque<\/span><\/i><span style=\"font-weight: 400\"> responde \u00e0 OSO com um <\/span><b><i>Fora de estoque<\/i><\/b><span style=\"font-weight: 400\"> mensagem;<\/span><\/li>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">O OSO reconhece que a transa\u00e7\u00e3o falhou e inicia a revers\u00e3o<\/span>\n<ol>\n<li style=\"font-weight: 400\"><span style=\"font-weight: 400\">Nesse caso, apenas uma \u00fanica opera\u00e7\u00e3o foi executada com \u00eaxito antes da falha, portanto <\/span><i><span style=\"font-weight: 400\">OSO<\/span><\/i><span style=\"font-weight: 400\"> envia um <\/span><b><i>Cliente de reembolso<\/i><\/b><span style=\"font-weight: 400\"> comando para <\/span><i><span style=\"font-weight: 400\">Servi\u00e7o de pagamento<\/span><\/i><span style=\"font-weight: 400\"> e definir o estado da ordem como falha<\/span><\/li>\n<\/ol>\n<\/li>\n<\/ol>\n<p>&nbsp;<\/p>\n<h3><b>Vantagens e desvantagens do uso da Saga <\/b><b>Projeto de comando\/rquestra\u00e7\u00e3o<\/b><\/h3>\n<p><span style=\"font-weight: 400\">As sagas baseadas em orquestra\u00e7\u00e3o t\u00eam uma variedade de benef\u00edcios: \u00a0<\/span><\/p>\n<ul>\n<li><span style=\"font-weight: 400\">Evite depend\u00eancias c\u00edclicas entre servi\u00e7os, pois o <\/span><span style=\"font-weight: 400\">O orquestrador da saga invoca os participantes da saga, mas os participantes n\u00e3o invocam o orquestrador<\/span><\/li>\n<li><span style=\"font-weight: 400\">Centralize a orquestra\u00e7\u00e3o da transa\u00e7\u00e3o distribu\u00edda<\/span><\/li>\n<li><span style=\"font-weight: 400\">Reduzir a complexidade dos participantes, pois eles s\u00f3 precisam executar\/responder comandos.<\/span><\/li>\n<li><span style=\"font-weight: 400\">Mais f\u00e1cil de ser implementado e testado<\/span><\/li>\n<li><span style=\"font-weight: 400\">A complexidade da transa\u00e7\u00e3o permanece linear quando novas etapas s\u00e3o adicionadas<\/span><\/li>\n<li>As revers\u00f5es s\u00e3o mais f\u00e1ceis de gerenciar<\/li>\n<li>Se voc\u00ea tiver uma segunda transa\u00e7\u00e3o disposta a alterar o mesmo objeto de destino, poder\u00e1 facilmente coloc\u00e1-la em espera no orquestrador at\u00e9 que a primeira transa\u00e7\u00e3o termine.<\/li>\n<\/ul>\n<p><span style=\"font-weight: 400\">No entanto, essa abordagem ainda tem algumas desvantagens, uma delas \u00e9 o risco de concentrar muita l\u00f3gica no orquestrador e acabar com uma arquitetura em que o orquestrador inteligente diz aos servi\u00e7os burros o que fazer.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Outra desvantagem do Saga baseado em orquestra\u00e7\u00e3o \u00e9 que ele aumenta um pouco a complexidade da sua infraestrutura, pois voc\u00ea precisar\u00e1 gerenciar um servi\u00e7o extra.<\/span><\/p>\n<h3><\/h3>\n<h3><\/h3>\n<h3><\/h3>\n<h3><b>Dicas do padr\u00e3o Saga<\/b><\/h3>\n<h4><b>Criar um ID exclusivo por transa\u00e7\u00e3o<\/b><\/h4>\n<p><span style=\"font-weight: 400\">Ter um identificador exclusivo para cada transa\u00e7\u00e3o \u00e9 uma t\u00e9cnica comum de rastreabilidade, mas tamb\u00e9m ajuda os participantes a ter uma maneira padr\u00e3o de solicitar dados uns dos outros. Ao usar um ID de transa\u00e7\u00e3o, por exemplo, o Servi\u00e7o de Entrega pode perguntar ao Servi\u00e7o de Estoque onde retirar os produtos e verificar com o Servi\u00e7o de Pagamento se o pedido foi pago.<\/span><\/p>\n<h4><b>Adicionar o endere\u00e7o de resposta no comando<\/b><\/h4>\n<p><span style=\"font-weight: 400\">Em vez de projetar seus participantes para responder a um endere\u00e7o fixo, considere a possibilidade de enviar o endere\u00e7o de resposta dentro da mensagem, dessa forma voc\u00ea permite que seus participantes respondam a v\u00e1rios orquestradores.<\/span><\/p>\n<h4><b>Opera\u00e7\u00f5es idempotentes<\/b><\/h4>\n<p><span style=\"font-weight: 400\">Se voc\u00ea estiver usando filas para comunica\u00e7\u00e3o entre servi\u00e7os (como SQS, Kafka, RabbitMQ etc.), recomendo pessoalmente que torne suas opera\u00e7\u00f5es idempotentes. A maioria dessas filas pode entregar a mesma mensagem duas vezes.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Isso tamb\u00e9m pode aumentar a toler\u00e2ncia a falhas de seu servi\u00e7o. Muitas vezes, um bug em um cliente pode acionar\/reproduzir mensagens indesejadas e bagun\u00e7ar o seu banco de dados.<\/span><\/p>\n<h4><b>Evitando comunica\u00e7\u00f5es s\u00edncronas<\/b><\/h4>\n<p><span style=\"font-weight: 400\">\u00c0 medida que a transa\u00e7\u00e3o avan\u00e7a, n\u00e3o se esque\u00e7a de adicionar \u00e0 mensagem todos os dados necess\u00e1rios para que cada opera\u00e7\u00e3o seja executada. O objetivo \u00e9 evitar chamadas s\u00edncronas entre os servi\u00e7os apenas para solicitar mais dados. Isso permitir\u00e1 que seus servi\u00e7os executem suas transa\u00e7\u00f5es locais mesmo quando outros servi\u00e7os estiverem off-line.<\/span><\/p>\n<p><span style=\"font-weight: 400\">A desvantagem \u00e9 que seu orquestrador ser\u00e1 um pouco mais complexo, pois voc\u00ea precisar\u00e1 manipular as solicita\u00e7\u00f5es\/respostas de cada etapa, portanto, esteja ciente das compensa\u00e7\u00f5es.<\/span><\/p>\n<p><span style=\"font-weight: 400\">Se voc\u00ea tiver alguma d\u00favida, sinta-se \u00e0 vontade para me perguntar em <a href=\"https:\/\/twitter.com\/deniswsrosa\">@deniswsrosa<\/a><\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>In the previous post, we saw some of the challenges of implementing distributed transactions and how to implement Saga\u2019s pattern using the Event\/Choreography approach. In this article, let\u2019s talk about how to address some of its problems like complex transactions [&hellip;]<\/p>","protected":false},"author":8754,"featured_media":7566,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[1814],"tags":[],"ppma_author":[9059],"class_list":["post-4431","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-application-design"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.9 (Yoast SEO v25.9) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Saga Pattern | How to Implement Business Transactions Using Microservices \u2013 Part II - The Couchbase Blog<\/title>\n<meta name=\"description\" content=\"Learn how to address some of problems like cyclic dependencies of events by using another type of Saga\u2019s implementation called Command or Orchestration.\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.couchbase.com\/blog\/pt\/saga-pattern-implement-business-transactions-using-microservices-part-2\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Saga Pattern | How to Implement Business Transactions Using Microservices \u2013 Part II\" \/>\n<meta property=\"og:description\" content=\"Learn how to address some of problems like cyclic dependencies of events by using another type of Saga\u2019s implementation called Command or Orchestration.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/pt\/saga-pattern-implement-business-transactions-using-microservices-part-2\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" content=\"2018-01-16T09:10:02+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2023-06-23T16:28:37+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/2018\/01\/saga2.png\" \/>\n\t<meta property=\"og:image:width\" content=\"728\" \/>\n\t<meta property=\"og:image:height\" content=\"210\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/png\" \/>\n<meta name=\"author\" content=\"Denis Rosa, Developer Advocate, Couchbase\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:creator\" content=\"@deniswsrosa\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Denis Rosa, Developer Advocate, Couchbase\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"4 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\/\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/saga-pattern-implement-business-transactions-using-microservices-part-2\/#article\",\"isPartOf\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/saga-pattern-implement-business-transactions-using-microservices-part-2\/\"},\"author\":{\"name\":\"Denis Rosa, Developer Advocate, Couchbase\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/#\/schema\/person\/fe3c5273e805e72a5294611a48f62257\"},\"headline\":\"Saga Pattern | How to Implement Business Transactions Using Microservices \u2013 Part II\",\"datePublished\":\"2018-01-16T09:10:02+00:00\",\"dateModified\":\"2023-06-23T16:28:37+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/saga-pattern-implement-business-transactions-using-microservices-part-2\/\"},\"wordCount\":788,\"commentCount\":4,\"publisher\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/#organization\"},\"image\":{\"@id\":\"https:\/\/www.couchbase.com\/blog\/saga-pattern-implement-business-transactions-using-microservices-part-2\/#primaryimage\"},\"thumbnailUrl\":\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2018\/01\/saga2.png\",\"articleSection\":[\"Application Design\"],\"inLanguage\":\"pt-BR\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\/\/www.couchbase.com\/blog\/saga-pattern-implement-business-transactions-using-microservices-part-2\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\/\/www.couchbase.com\/blog\/saga-pattern-implement-business-transactions-using-microservices-part-2\/\",\"url\":\"https:\/\/www.couchbase.com\/blog\/saga-pattern-implement-business-transactions-using-microservices-part-2\/\",\"name\":\"Saga Pattern | How to Implement Business Transactions Using Microservices \u2013 Part II - 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