{"id":4360,"date":"2024-12-12T14:17:40","date_gmt":"2024-12-12T22:17:40","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/real-time-analytics-with-capella-columnar-and-confluent\/"},"modified":"2024-12-12T14:17:40","modified_gmt":"2024-12-12T22:17:40","slug":"real-time-analytics-with-capella-columnar-and-confluent","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/pt\/real-time-analytics-with-capella-columnar-and-confluent\/","title":{"rendered":"Desbloqueando Informa\u00e7\u00f5es em Tempo Real com Confluent Cloud e Couchbase Analytics"},"content":{"rendered":"<p class=\"wp-block-paragraph\"><span>As empresas dependem de insights em tempo real sobre dados operacionais para se manterem competitivas e \u00e1geis. Os dados operacionais \u2014 gerados a partir de intera\u00e7\u00f5es com clientes, dispositivos IoT, transa\u00e7\u00f5es e muito mais \u2014 s\u00e3o essenciais para entender e agir sobre a din\u00e2mica das opera\u00e7\u00f5es di\u00e1rias. Quando esses dados s\u00e3o enriquecidos com fontes de dados adicionais, os insights tornam-se ainda mais poderosos. No entanto, integrar e analisar dados de v\u00e1rias fontes em tempo real tem exigido tradicionalmente processos de ETL complexos, atrasando a entrega de insights oportunos. A dificuldade aumenta quando os clientes precisam analisar dados JSON complexos e profundamente aninhados, tornando os insights oportunos ainda mais dif\u00edceis de alcan\u00e7ar.\u00a0<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Com o Couchbase Analytics, <\/span><span>O Couchbase traz o poder do NoSQL para o mundo anal\u00edtico com um banco de dados anal\u00edtico nativo em JSON.<\/span><span> O Couchbase Analytics elimina a necessidade de transforma\u00e7\u00f5es pesadas de dados, capacitando as empresas a analisar dados JSON diretamente de v\u00e1rias fontes de dados dispares (por exemplo, Couchbase, MongoDB, PostgreSQL), ignorando o achatamento e a reestrutura\u00e7\u00e3o tradicionais normalmente necess\u00e1rios para insights anal\u00edticos.\u00a0<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Neste blog, exploraremos como o Confluent Cloud pode ser usado para transmitir dados de fontes de terceiros perfeitamente para o Couchbase Analytics e destacaremos as vantagens de usar o Couchbase para an\u00e1lises em tempo real.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span>Conectando Fontes de Dados com o Confluent Cloud<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.confluent.io\/confluent-cloud\/\"><span>Confluent<\/span><\/a><span>\u2014criado pelos criadores originais do Apache Kafka<\/span><span>\u00ae<\/span><span>\u2014 \u00e9 l\u00edder em streaming de dados e arquiteturas orientadas a eventos, tornando-se a plataforma ideal para conectar, processar e governar dados de diversas fontes. Com um portf\u00f3lio de conectores pr\u00e9-constru\u00eddos que abrange todo o ecossistema de streaming de dados, o Confluent Cloud permite que voc\u00ea importe dados sem esfor\u00e7o de uma ampla variedade de fontes de terceiros e os transmita continuamente para o Couchbase Analytics, ao mesmo tempo em que aproveita <\/span><a href=\"https:\/\/www.confluent.io\/product\/flink\/\"><span>Confluent Cloud para Apache Flink<\/span><span>\u00ae<\/span><\/a><span> para transforma\u00e7\u00f5es em tempo real.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span>Por que o Confluent Cloud para Ingest\u00e3o de Dados?<\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><b>Transmiss\u00e3o de Dados em Tempo Real<\/b><span>O Confluent Cloud permite a ingest\u00e3o de dados em tempo real de v\u00e1rias fontes, incluindo IoT, aplicativos empresariais, bancos de dados e servi\u00e7os em nuvem.<\/span><\/li>\n\n\n<li><b>Escalabilidade e Flexibilidade<\/b><span>Com o Confluent Cloud, voc\u00ea pode escalar para acomodar grandes volumes de dados e estender o fluxo de dados para dar suporte a an\u00e1lises complexas.<\/span><\/li>\n\n\n<li><b>Integra\u00e7\u00f5es Nativas<\/b><span>A Confluent oferece centenas de conectores, facilitando a ingest\u00e3o de dados de diversas fontes diretamente para o Couchbase Capella, sem a necessidade de pipelines de dados personalizados.<\/span><\/li>\n\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span>Apresentando o Couchbase Analytics: An\u00e1lise de Dados com o Poder do NoSQL<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>O Couchbase Analytics est\u00e1 transformando o cen\u00e1rio de an\u00e1lise de dados ao combinar a flexibilidade do NoSQL com armazenamento colunar, otimizado para consultas anal\u00edticas de alta velocidade. Tradicionalmente, analisar dados JSON exigia achat\u00e1-los em um formato relacional ou construir um armazenamento de dados anal\u00edtico separado, um processo trabalhoso que introduz lat\u00eancia e aumenta o custo.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><a href=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2024\/12\/image1.png\"><img loading=\"lazy\" decoding=\"async\" class=\"aligncenter size-large wp-image-16659\" src=\"https:\/\/www.couchbase.com\/wp-content\/uploads\/sites\/5\/2026\/05\/image1-1024x392-1.png\" alt=\"\" width=\"900\" height=\"345\"><\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>A Capella Analytics muda o jogo com uma abordagem unificada que re\u00fane dados operacionais e anal\u00edticos em uma \u00fanica plataforma. Ela permite o \u201cZero ETL\u201d, o que significa que os dados podem ser ingeridos e consultados para obter insights anal\u00edticos em seu formato JSON nativo, sem transforma\u00e7\u00f5es complexas.<\/span><\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span>Como o Couchbase Analytics Impulsiona [200~Insights[0m em Tempo Real<\/span><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li><b>Analytics amig\u00e1veis para JSON<\/b><span>O Couchbase Analytics permite analisar dados JSON diretamente, dando suporte a consultas complexas em documentos aninhados sem transform\u00e1-los em tabelas relacionais.<\/span><\/li>\n\n\n<li><b>Plataforma Operacional e Anal\u00edtica Unificada<\/b><span>Ao combinar ambas as capacidades, a plataforma Capella reduz a necessidade de ETL, minimiza a prolifera\u00e7\u00e3o de infraestrutura e oferece um tempo de insight mais r\u00e1pido.<\/span><\/li>\n\n\n<li><b>Otimizado para Consultas em Tempo Real<\/b><span>Com a arquitetura baseada em mem\u00f3ria do Couchbase e a ingest\u00e3o de dados em lote em tempo real e CDC (Change Data Capture), o Couchbase Analytics \u00e9 ideal para an\u00e1lises em tempo real, tornando poss\u00edvel gerar insights \u00e0 medida que os dados s\u00e3o ingeridos.<\/span><\/li>\n\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span>Benef\u00edcios da Integra\u00e7\u00e3o do Confluent Cloud com o Couchbase Analytics<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Quando voc\u00ea combina o streaming de dados em tempo real do Confluent Cloud com o Couchbase Analytics, voc\u00ea cria um pipeline de dados poderoso e simplificado que simplifica o acesso a insights acion\u00e1veis.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">1. Pipelines de Dados Simplificados<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Processos de ETL tradicionais criam gargalos ao exigir que os dados sejam extra\u00eddos, transformados e carregados em uma plataforma de an\u00e1lise separada. Ao usar o Confluent Cloud com o Couchbase Analytics, as empresas podem ingerir dados JSON brutos de qualquer fonte diretamente no Capella e executar consultas anal\u00edticas sem transforma\u00e7\u00e3o adicional.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">2. An\u00e1lise em Tempo Real de Dados Operacionais<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><span>A capacidade de consultar dados assim que eles entram no Couchbase Analytics significa que voc\u00ea n\u00e3o precisa mais esperar por trabalhos de ETL noturnos ou transforma\u00e7\u00f5es manuais. Insights em tempo real podem ser gerados a partir de dados operacionais, permitindo respostas mais \u00e1geis a tend\u00eancias, anomalias ou eventos \u00e0 medida que acontecem.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">3. Processamento de Fluxos usando Flink<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><span>A oferta sem servidor de Flink da Confluent permite o processamento de fluxo cont\u00ednuo de dados de fontes como MongoDB e PostgreSQL antes de armazen\u00e1-los no armazenamento colunar do Couchbase para an\u00e1lises em tempo real. Como o padr\u00e3o de fato para processamento de fluxo, o Flink permite que os usu\u00e1rios filtrem, unam e enriquecem fluxos de dados sem esfor\u00e7o, garantindo que apenas os insights mais relevantes e acion\u00e1veis sejam capturados. Suas capacidades de alto desempenho e escalabilidade capacitam as organiza\u00e7\u00f5es a processar massive volumes de dados com efici\u00eancia.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">4. Custos mais baixos e complexidade reduzida<\/h4>\n\n\n\n<p class=\"wp-block-paragraph\"><span>O Couchbase Analytics se integra perfeitamente ao seu ambiente Confluent existente (Traga seu Pr\u00f3prio Kafka - Bring Your Own Kafka). Clientes que j\u00e1 possuem implanta\u00e7\u00f5es do Confluent achar\u00e3o f\u00e1cil integrar o Analytics sem c\u00f3digo (no-code), nativamente a partir da interface do usu\u00e1rio. Aqueles que s\u00e3o novos no Kafka podem come\u00e7ar com a ajuda de nossos parceiros, como o Confluent.<\/span><span>.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Com o Couchbase Analytics, combinado com o streaming e processamento do Confluent Cloud, os clientes n\u00e3o precisam de nenhuma ferramenta de ETL adicional para ingerir e executar consultas anal\u00edticas complexas em dados JSON profundamente aninhados.\u00a0<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Estes permitem uma solu\u00e7\u00e3o mais econ\u00f4mica que simplifica toda a pilha de an\u00e1lises.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span>Caso de Uso: Insights de Clientes em Tempo Real a partir de M\u00faltiplas Fontes de Dados<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Considere uma organiza\u00e7\u00e3o varejista que deseja aproveitar dados de seu CRM, site e sensores de loja para entender melhor o comportamento do cliente. Com o Confluent Cloud, a organiza\u00e7\u00e3o pode transmitir dados de cada fonte para o Couchbase Analytics, onde pode realizar an\u00e1lises sobre as intera\u00e7\u00f5es dos clientes em tempo real.<\/span><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">Exemplo de Fluxo de Trabalho<\/h4>\n\n\n\n<ol class=\"wp-block-list\">\n<li><b>Ingerir Dados de Fontes<\/b><span>O Confluent Cloud transmite dados do CRM, da plataforma de e-commerce e dos dispositivos de loja em tempo real.<\/span><\/li>\n\n\n<li><b>Direct Storage no Couchbase Analytics<\/b><span>Os dados s\u00e3o armazenados como documentos JSON no Couchbase Capella, sem necessidade de transforma\u00e7\u00e3o ou nivelamento.<\/span><\/li>\n\n\n<li><b>Executar Consultas em Tempo Real<\/b><span>O Couchbase Analytics permite que o varejista analise esses dados instantaneamente de forma nativa ou usando ferramentas de BI como Tableau e PowerBI, fornecendo insights sobre tend\u00eancias de clientes, padr\u00f5es de engajamento e prefer\u00eancias em canais online e f\u00edsicos.<\/span><\/li>\n\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Esta abordagem permite que o varejista aja com base em padr\u00f5es de comportamento do cliente \u00e0 medida que eles acontecem, criando oportunidades para promo\u00e7\u00f5es direcionadas, otimiza\u00e7\u00e3o de estoque e experi\u00eancias aprimoradas para o cliente.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span>Introdu\u00e7\u00e3o ao Confluent Cloud e Couchbase Analytics<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Se voc\u00ea est\u00e1 pronto para habilitar an\u00e1lises em tempo real para sua organiza\u00e7\u00e3o, veja como come\u00e7ar a integrar o Confluent Cloud e o Couchbase Analytics:<\/span><\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><b>Configure o seu Confluent Cloud<\/b><span>Conecte o Confluent Cloud a fontes de dados de terceiros e configure o streaming para o Couchbase Capella.<\/span><\/li>\n\n\n<li><b>Inserir Dados no Couchbase Analytics<\/b><span>Transmita seus dados JSON diretamente para o Couchbase Analytics, onde ser\u00e3o armazenados em seu formato nativo e prontos para an\u00e1lise.<\/span><\/li>\n\n\n<li><b>Executar Consultas Anal\u00edticas<\/b><span>Comece a consultar seus dados para obter insights em tempo real, sem a necessidade de transforma\u00e7\u00f5es ETL.<\/span><\/li>\n\n<\/ol>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Juntos, o Confluent Cloud e o Couchbase Analytics otimizam sua arquitetura de dados, capacitando voc\u00ea a aproveitar insights em tempo real sobre dados operacionais a um custo reduzido.<\/span><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span>Conclus\u00e3o<\/span><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><span>\u00c0 medida que os insights orientados por dados se tornam essenciais para manter a competitividade, o Couchbase Analytics, em combina\u00e7\u00e3o com o Confluent Cloud, fornece uma solu\u00e7\u00e3o poderosa para an\u00e1lise em tempo real. Com recursos de Zero ETL e um mecanismo de an\u00e1lise compat\u00edvel com JSON, o Couchbase Analytics oferece uma abordagem simplificada para dados complexos, permitindo que as empresas ajam com base em insights mais rapidamente, com menos recursos.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><span>Quer voc\u00ea esteja trabalhando com dados de clientes, dados de IoT ou qualquer outra fonte de dados, esta integra\u00e7\u00e3o foi projetada para potencializar suas an\u00e1lises, reduzir a complexidade e impulsionar decis\u00f5es mais inteligentes e em tempo real.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>Pronto para desbloquear insights em tempo real?<\/b><span> Explore a integra\u00e7\u00e3o do Confluent Cloud com o Couchbase Analytics para ver como voc\u00ea pode transformar sua estrat\u00e9gia de dados hoje mesmo.<\/span><\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><b>Ainda n\u00e3o \u00e9 cliente da Confluent? <\/b><span>Come\u00e7ar seu <\/span><a href=\"https:\/\/www.confluent.io\/get-started\/\"><span>teste gratuito do Confluent Cloud<\/span><\/a><span> Hoje \u2014 os novos inscritos recebem $400 para gastar nos primeiros 30 dias.<\/span><\/p>","protected":false},"excerpt":{"rendered":"<p>Businesses rely on real-time insights into operational data to stay competitive and responsive. Operational data\u2014generated from customer interactions, IoT devices, transactions, and more\u2014is essential for understanding and acting on the dynamics of day-to-day operations. When this data is enriched with additional data sources, the insights become even more powerful. However, integrating and analyzing data from [&hellip;]<\/p>\n","protected":false},"author":81266,"featured_media":4357,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"_acf":"","footnotes":""},"categories":[769,199,178,75,301,516],"tags":[929,86,30],"ppma_author":[795,930],"class_list":["post-4360","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-columnar","category-company","category-connectors","category-analytics","category-cloud","category-partners","tag-confluent","tag-etl","tag-json"],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v28.3 (Yoast SEO v28.3) - https:\/\/yoast.com\/product\/yoast-seo-premium-wordpress\/ -->\n<title>Unlocking Real-Time Insights with Confluent Cloud and Couchbase Analytics<\/title>\n<meta name=\"description\" content=\"Couchbase Analytics and Confluent Cloud simplify real-time analytics on JSON data, eliminating ETL complexity for actionable insights\" \/>\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\/real-time-analytics-with-capella-columnar-and-confluent\/\" \/>\n<meta property=\"og:locale\" content=\"pt_BR\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Unlocking Real-Time Insights with Confluent Cloud and Couchbase Analytics\" \/>\n<meta property=\"og:description\" content=\"Couchbase Analytics and Confluent Cloud simplify real-time analytics on JSON data, eliminating ETL complexity for actionable insights\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/pt\/real-time-analytics-with-capella-columnar-and-confluent\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" 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