{"id":5411,"date":"2021-05-04T15:18:17","date_gmt":"2021-05-04T14:18:17","guid":{"rendered":"https:\/\/aprenderbigdata.com\/?p=5411"},"modified":"2025-01-14T16:06:58","modified_gmt":"2025-01-14T15:06:58","slug":"cosmosdb","status":"publish","type":"post","link":"https:\/\/aprenderbigdata.com\/cosmosdb\/","title":{"rendered":"Azure Cosmos DB &#8211; NoSQL en Azure"},"content":{"rendered":"\n<p>Si te est\u00e1s preguntando qu\u00e9 es Cosmos DB y qu\u00e9 diferencia a este servicio de Azure, no te preocupes. En este art\u00edculo revisamos las caracter\u00edsticas de esta base de datos gestionada en la nube de Azure, sus ventajas y comparamos las APIs disponibles para diferentes casos de uso. No te lo pierdas.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><a href=\"#formacion\"><img decoding=\"async\" width=\"1024\" height=\"576\" src=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/azure-cosmos-db-1024x576.jpg\" alt=\"Azure Cosmos DB\" class=\"wp-image-5453\" srcset=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/azure-cosmos-db-1024x576.jpg 1024w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/azure-cosmos-db-300x169.jpg 300w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/azure-cosmos-db-768x432.jpg 768w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/azure-cosmos-db.jpg 1280w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><\/a><\/figure>\n<\/div>\n\n\n<div id=\"ez-toc-container\" class=\"ez-toc-v2_0_82_2 counter-hierarchy ez-toc-counter ez-toc-grey ez-toc-container-direction\">\n<p class=\"ez-toc-title\" style=\"cursor:inherit\">Contenidos<\/p>\n<label for=\"ez-toc-cssicon-toggle-item-69e1c28f7bfeb\" class=\"ez-toc-cssicon-toggle-label\"><span class=\"\"><span class=\"eztoc-hide\" style=\"display:none;\">Toggle<\/span><span class=\"ez-toc-icon-toggle-span\"><svg style=\"fill: #999;color:#999\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" class=\"list-377408\" width=\"20px\" height=\"20px\" viewBox=\"0 0 24 24\" fill=\"none\"><path d=\"M6 6H4v2h2V6zm14 0H8v2h12V6zM4 11h2v2H4v-2zm16 0H8v2h12v-2zM4 16h2v2H4v-2zm16 0H8v2h12v-2z\" fill=\"currentColor\"><\/path><\/svg><svg style=\"fill: #999;color:#999\" class=\"arrow-unsorted-368013\" xmlns=\"http:\/\/www.w3.org\/2000\/svg\" width=\"10px\" height=\"10px\" viewBox=\"0 0 24 24\" version=\"1.2\" baseProfile=\"tiny\"><path d=\"M18.2 9.3l-6.2-6.3-6.2 6.3c-.2.2-.3.4-.3.7s.1.5.3.7c.2.2.4.3.7.3h11c.3 0 .5-.1.7-.3.2-.2.3-.5.3-.7s-.1-.5-.3-.7zM5.8 14.7l6.2 6.3 6.2-6.3c.2-.2.3-.5.3-.7s-.1-.5-.3-.7c-.2-.2-.4-.3-.7-.3h-11c-.3 0-.5.1-.7.3-.2.2-.3.5-.3.7s.1.5.3.7z\"\/><\/svg><\/span><\/span><\/label><input type=\"checkbox\"  id=\"ez-toc-cssicon-toggle-item-69e1c28f7bfeb\" checked aria-label=\"Alternar\" \/><nav><ul class='ez-toc-list ez-toc-list-level-1 ' ><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-1\" href=\"https:\/\/aprenderbigdata.com\/cosmosdb\/#%C2%BFQue-es-Cosmos-DB\" >\u00bfQu\u00e9 es Cosmos DB?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-2\" href=\"https:\/\/aprenderbigdata.com\/cosmosdb\/#%C2%BFQue-API-de-Cosmos-DB-elegir\" >\u00bfQu\u00e9 API de Cosmos DB elegir?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-3\" href=\"https:\/\/aprenderbigdata.com\/cosmosdb\/#Ventajas-de-Cosmos-DB\" >Ventajas de Cosmos DB<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/aprenderbigdata.com\/cosmosdb\/#Casos-de-Uso-Comunes\" >Casos de Uso Comunes<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/aprenderbigdata.com\/cosmosdb\/#Siguientes-Pasos-y-Formacion\" >Siguientes Pasos y Formaci\u00f3n<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/aprenderbigdata.com\/cosmosdb\/#Curso-oficial-Microsoft-Azure-Cosmos-DB\" >Curso oficial Microsoft Azure Cosmos DB<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-7\" href=\"https:\/\/aprenderbigdata.com\/cosmosdb\/#Conclusion\" >Conclusi\u00f3n<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-8\" href=\"https:\/\/aprenderbigdata.com\/cosmosdb\/#Preguntas-Frecuentes-Cosmos-DB-%E2%80%93-FAQ\" >Preguntas Frecuentes Cosmos DB &#8211; FAQ<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/aprenderbigdata.com\/cosmosdb\/#%C2%BFQue-casos-de-uso-son-adecuados-para-Azure-Cosmos-DB\" >\u00bfQu\u00e9 casos de uso son adecuados para Azure Cosmos DB?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/aprenderbigdata.com\/cosmosdb\/#%C2%BFEn-que-se-diferencia-Cosmos-DB-de-MongoDB\" >\u00bfEn qu\u00e9 se diferencia Cosmos DB de MongoDB?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-11\" href=\"https:\/\/aprenderbigdata.com\/cosmosdb\/#%C2%BFCosmos-DB-soporta-el-lenguaje-SQL\" >\u00bfCosmos DB soporta el lenguaje SQL?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%C2%BFQue-es-Cosmos-DB\"><\/span>\u00bfQu\u00e9 es Cosmos DB?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Azure Cosmos DB es una base de datos NoSQL escalable y distribuida globalmente totalmente gestionada. Nos permite usar varios tipos de modelos de datos, como documentos, clave-valor o grafos. Tambi\u00e9n, permite almacenar datos con y sin esquema definido y realizar consultas en el lenguaje SQL.<\/p>\n\n\n\n<p>Cosmos DB tiene varias opciones para almacenar y acceder a los datos. A continuaci\u00f3n tienes una lista con las APIs disponibles para que puedas elegir la que m\u00e1s convenga en funci\u00f3n del proyecto.<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>SQL<\/strong>: Es la API por defecto en Cosmos DB. Usa el lenguaje SQL para realizar las consultas a los datos y almacenar <strong><a href=\"https:\/\/aprenderbigdata.com\/json\/\">documentos JSON<\/a><\/strong>. Tambi\u00e9n nos permite leer valores especificando su id y clave de partici\u00f3n, lo que reduce el tiempo de consulta.<\/li>\n\n\n\n<li><strong>MongoDB<\/strong>: Esta API soporta el protocolo de <strong><a href=\"https:\/\/aprenderbigdata.com\/mongodb\/\">MongoDB<\/a><\/strong>, por lo que es compatible directamente con estos clientes con unos cambios m\u00ednimos.<\/li>\n\n\n\n<li><strong>Cassandra<\/strong>: API compatible con el protocolo de <a href=\"https:\/\/aprenderbigdata.com\/introduccion-apache-cassandra\/\"><strong>Cassandra<\/strong><\/a> y los drivers de Apache CQLv4. Generalmente, bastar\u00e1 con cambiar en nuestra aplicaci\u00f3n la cadena de conexi\u00f3n para realizar la migraci\u00f3n.<\/li>\n\n\n\n<li><strong>Table<\/strong>: Compatible con las aplicaciones que interaccionan con Azure Tables.<\/li>\n\n\n\n<li><strong>Gremlin<\/strong>: Compatible con el lenguaje de consulta Gremlin y datos de grafos con el framework <a href=\"https:\/\/tinkerpop.apache.org\/\" target=\"_blank\" rel=\"noreferrer noopener\">Apache TinkerPop<\/a> (Gremlin).<\/li>\n<\/ul>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%C2%BFQue-API-de-Cosmos-DB-elegir\"><\/span>\u00bfQu\u00e9 API de Cosmos DB elegir?<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Para elegir la API adecuada con la que usar Cosmos DB debemos analizar si ya tenemos alguna aplicaci\u00f3n desarrollada que implemente alguna conexi\u00f3n con bases de datos como MongoDB o Cassandra. En este caso, podr\u00edamos mantener la API que estamos usando en nuestra aplicaci\u00f3n para reducir el esfuerzo de migraci\u00f3n. En el caso de migrar desde una base de datos MongoDB, tambi\u00e9n deberemos prestar atenci\u00f3n a los niveles de consistencia e indexado de datos.<\/p>\n\n\n\n<p>Por otro lado, en el caso de que en nuestro sistema detectemos que el esquema de los datos va a cambiar con frecuencia, podemos elegir la <strong>API SQL<\/strong> o de MongoDB con una base de datos de documentos, lo que nos facilitar\u00e1 mucho el trabajo.<\/p>\n\n\n\n<p>Para los casos de uso en los que busquemos rendimiento con grandes cantidades de datos en tiempo real deberemos considerar la <strong>API de Cassandra<\/strong>. Esta API nos permitir\u00e1 continuar usando el lenguaje CQL (Cassandra Query Language) y herramientas de l\u00ednea de comandos como <em>cqlsh<\/em> para probar nuestras consultas. Adem\u00e1s, podremos usar el conector de <strong><a href=\"https:\/\/aprenderbigdata.com\/introduccion-apache-spark\/\">Apache Spark<\/a><\/strong> para Cassandra si tenemos que hacer anal\u00edtica o agregaciones de datos avanzadas.<\/p>\n\n\n\n<div class=\"wp-block-group pre-su\"><div class=\"wp-block-group__inner-container is-layout-constrained wp-block-group-is-layout-constrained\">\n<pre class=\"wp-block-preformatted\"><div class=\"su-service\"><div class=\"su-service-title\" style=\"padding-left:44px;min-height:30px;line-height:30px\"><i class=\"sui sui-info-circle\" style=\"font-size:30px;color:#e74273\"><\/i> \u00bfQuieres Convertirte en experto en Cloud Computing?<\/div><div class=\"su-service-content su-u-clearfix su-u-trim\" style=\"padding-left:44px\"><br>Ver Ranking de mis <a href=\"https:\/\/eadv.io\/11948\/aprenderbigdata\" target=\"_blank\" rel=\"noreferrer noopener nofollow\">formaciones recomendadas en Cloud Computing<\/a><br><\/div><\/div><\/pre>\n<\/div><\/div>\n\n\n<style>.pre-su pre {\n\tbackground-color: #fffae9 !important;\n}\n<\/style>\n\n\n<p>Cuando tengamos aplicaciones que usan <strong><a href=\"https:\/\/aprenderbigdata.com\/bases-de-datos-azure\/\">Azure Table Storage<\/a><\/strong> podremos migrarlas directamente a Cosmos DB con la API de Tablas sin tener que cambiar el c\u00f3digo. La ventaja que tiene migrar a Cosmos DB en este caso es la mejora en los tiempos de respuesta que nos proporciona. Al migrar los datos de tablas se indexan autom\u00e1ticamente todas sus propiedades. Esta API tiene SDKs para los lenguajes <strong><a href=\"https:\/\/aprenderbigdata.com\/cursos-java-udemy\/\">Java<\/a><\/strong>, <a href=\"https:\/\/aprenderbigdata.com\/mejores-libros-python\/\"><strong>Python<\/strong><\/a>, .NET y Node.js.<\/p>\n\n\n\n<p>Por \u00faltimo, si nuestro modelo de datos consiste en relaciones entre entidades en forma de grafo con metadatos asociados usaremos la <strong>API de Gremlin<\/strong>. Por ejemplo, si queremos implementar un modelo para dar recomendaciones de productos o con <strong><a href=\"https:\/\/aprenderbigdata.com\/big-data-geoespacial\/\">informaci\u00f3n geoespacial<\/a><\/strong>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Ventajas-de-Cosmos-DB\"><\/span>Ventajas de Cosmos DB<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>A continuaci\u00f3n, se listan las ventajas m\u00e1s notables que caracterizan a esta base de datos:<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Distribuci\u00f3n de datos y escrituras multi-regi\u00f3n<\/strong>: Cosmos DB puede escalar el almacenamiento independientemente entre regiones de Azure. Tambi\u00e9n replica autom\u00e1ticamente los datos que sean necesarios.<\/li>\n\n\n\n<li><strong>Integraci\u00f3n con otros servicios de Azure<\/strong> como Azure Functions, <a href=\"https:\/\/aprenderbigdata.com\/azure-synapse-analytics\/\"><strong>Synapse Analytics<\/strong><\/a> o AKS (Azure Kubernetes Service) de forma sencilla.<\/li>\n\n\n\n<li><strong>Proporciona numerosas APIs de consulta<\/strong>, que proporcionan la flexibilidad necesaria en funci\u00f3n del caso de uso.<\/li>\n\n\n\n<li><strong>Implementa Indexaci\u00f3n autom\u00e1tica de los datos sin esquema<\/strong> para reducir los tiempos de consulta.<\/li>\n\n\n\n<li><strong>Reduce el tiempo de gesti\u00f3n y de mantenimiento<\/strong>. Cosmos DB gestiona todas las actualizaciones y operaciones de escalado de forma transparente.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Casos-de-Uso-Comunes\"><\/span>Casos de Uso Comunes<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Entre los casos de uso m\u00e1s comunes de esta base de datos en Azure se encuentran los servicios que se benefician de la distribuci\u00f3n geogr\u00e1fica de sus datos y de un reducido tiempo de implementaci\u00f3n y de gesti\u00f3n. Por ejemplo el <strong>comercio electr\u00f3nico, las aplicaciones y juegos m\u00f3viles y los servicios IoT<\/strong>. Estos casos de uso deben encontrar una soluci\u00f3n con una alta disponibilidad que garantice un tiempo de inactividad m\u00ednimo (Cosmos DB proporciona un SLA de 99.999%).<\/p>\n\n\n\n<p>En el caso del comercio electr\u00f3nico (ecommerce) puede beneficiarse de usar una API que proporcione la flexibilidad necesaria para mantener un modelo semi-estructurado de los datos. Esto tiene ventajas respecto a un <a href=\"https:\/\/aprenderbigdata.com\/bases-de-datos-relacionales\/\"><strong>modelo relacional<\/strong><\/a>, en el que es m\u00e1s costoso evolucionar el esquema de los datos y podr\u00eda ocasionar tiempos periodos de inactividad o cambios en las consultas.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"formacion\"><span class=\"ez-toc-section\" id=\"Siguientes-Pasos-y-Formacion\"><\/span>Siguientes Pasos y Formaci\u00f3n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Cosmos DB es un servicio de base de datos en Azure. Aunque es sencillo de usar, debes comprender c\u00f3mo ponerlo en marcha y configurarlo de la manera adecuada. Adem\u00e1s, deber\u00e1s comprender los conceptos b\u00e1sicos de Azure para desenvolverte correctamente. Mi recomendaci\u00f3n, es que hagas el curso que detallo a continuaci\u00f3n. No tardar\u00e1s demasiado y te ofrecer\u00e1 una base muy s\u00f3lida.<\/p>\n\n\n\n<div class=\"wp-block-columns is-layout-flex wp-container-core-columns-is-layout-9d6595d7 wp-block-columns-is-layout-flex\">\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:33.33%\"><div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><a href=\"https:\/\/coursera.pxf.io\/c\/3308124\/1242836\/14726?prodsku=crse%3A3wy6rK2uEeuLCQ6P36XDuw&amp;u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fmicrosoft-azure-cosmos-db&amp;intsrc=PUI2_9419\" target=\"_blank\" rel=\"noopener nofollow\"><img decoding=\"async\" width=\"480\" height=\"270\" src=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/1531520_b65d-az-900-azure-fundamentals.jpg\" alt=\"Curso implementaci\u00f3n de soluciones en Azure\" class=\"wp-image-7190\" style=\"object-fit:cover\" srcset=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/1531520_b65d-az-900-azure-fundamentals.jpg 480w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/1531520_b65d-az-900-azure-fundamentals-300x169.jpg 300w\" sizes=\"(max-width: 480px) 100vw, 480px\" \/><\/a><\/figure>\n<\/div><\/div>\n\n\n\n<div class=\"wp-block-column is-layout-flow wp-block-column-is-layout-flow\" style=\"flex-basis:66.66%\">\n<h3 class=\"wp-block-heading has-text-align-center\"><span class=\"ez-toc-section\" id=\"Curso-oficial-Microsoft-Azure-Cosmos-DB\"><\/span><a href=\"https:\/\/coursera.pxf.io\/c\/3308124\/1242836\/14726?prodsku=crse%3A3wy6rK2uEeuLCQ6P36XDuw&amp;u=https%3A%2F%2Fwww.coursera.org%2Flearn%2Fmicrosoft-azure-cosmos-db&amp;intsrc=PUI2_9419\" target=\"_blank\" rel=\"noopener nofollow\">Curso oficial Microsoft Azure Cosmos DB<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Este curso es ofrecido por Microsoft en la plataforma de formaci\u00f3n online Coursera. Te ense\u00f1ar\u00e1 los conceptos que necesitar\u00e1s de bases de datos en cloud y en concreto de Cosmos DB. Forma parte del <a href=\"https:\/\/coursera.pxf.io\/c\/3308124\/1242836\/14726?prodsku=spzn%3AaQOlT6zVEeuqcxKXdTVG5w&amp;u=https%3A%2F%2Fwww.coursera.org%2Fspecializations%2Fmicrosoft-azure-dp-900-data-fundamentals&amp;intsrc=PUI2_9419\" target=\"_blank\" rel=\"noopener nofollow\">curso de especializaci\u00f3n en Azure y preparaci\u00f3n al examen Azure Data Fundamentals DP-900<\/a>.<\/p>\n<\/div>\n<\/div>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Conclusion\"><\/span>Conclusi\u00f3n<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Azure Cosmos DB es una base de datos gestionada que merece la pena explorar para nuestros proyectos. Nos proporciona numerosas opciones en cuanto a APIs y mecanismos de consulta, as\u00ed como una gran flexibilidad que puede resultarnos muy \u00fatil.<\/p>\n\n\n\n<p>Debemos analizar con cuidado las opciones que tiene en funci\u00f3n de nuestros requisitos y casos de uso antes de iniciar el proceso de migraci\u00f3n de nuestras aplicaciones.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Preguntas-Frecuentes-Cosmos-DB-%E2%80%93-FAQ\"><\/span>Preguntas Frecuentes Cosmos DB &#8211; FAQ<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h3><span class=\"ez-toc-section\" id=\"%C2%BFQue-casos-de-uso-son-adecuados-para-Azure-Cosmos-DB\"><\/span>\u00bfQu\u00e9 casos de uso son adecuados para Azure Cosmos DB?<span class=\"ez-toc-section-end\"><\/span><\/h3>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p>Entre los casos de uso m\u00e1s adecuados y comunes para Azure Cosmos DB se encuentran las aplicaciones y juegos web y m\u00f3vil, as\u00ed como los escenarios y casos de uso de IoT. Estas, se benefician de una base de datos NoSQL, gestionada y escalable globalmente.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h3><span class=\"ez-toc-section\" id=\"%C2%BFEn-que-se-diferencia-Cosmos-DB-de-MongoDB\"><\/span>\u00bfEn qu\u00e9 se diferencia Cosmos DB de MongoDB?<span class=\"ez-toc-section-end\"><\/span><\/h3>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p>Ambas son bases de datos NoSQL. Cosmos DB nos permite escalar el servicio de una manera m\u00e1s potente que  MongoDB Atlas. Cosmos DB tambi\u00e9n se puede usar con el driver de MongoDB, por lo que con compatibles y reduce su esfuerzo de migraci\u00f3n.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section\t\thelp class=\"sc_fs_faq sc_card    \"\n\t\t\t\t>\n\t\t\t\t<h3><span class=\"ez-toc-section\" id=\"%C2%BFCosmos-DB-soporta-el-lenguaje-SQL\"><\/span>\u00bfCosmos DB soporta el lenguaje SQL?<span class=\"ez-toc-section-end\"><\/span><\/h3>\t\t\t\t<div>\n\t\t\t\t\t\t<div class=\"sc_fs_faq__content\">\n\t\t\t\t\n\n<p>La API Core por defecto de Cosmos DB proporciona soporte para el lenguaje de consulta SQL para leer datos en formato JSON.<\/p>\n\n\t\t\t<\/div>\n\t\t<\/div>\n\t\t<\/section>\n\t\t\n<script type=\"application\/ld+json\">\n\t{\n\t\t\"@context\": \"https:\/\/schema.org\",\n\t\t\"@type\": \"FAQPage\",\n\t\t\"mainEntity\": [\n\t\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"\u00bfQu\u00e9 casos de uso son adecuados para Azure Cosmos DB?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Entre los casos de uso m\u00e1s adecuados y comunes para Azure Cosmos DB se encuentran las aplicaciones y juegos web y m\u00f3vil, as\u00ed como los escenarios y casos de uso de IoT. Estas, se benefician de una base de datos NoSQL, gestionada y escalable globalmente.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"\u00bfEn qu\u00e9 se diferencia Cosmos DB de MongoDB?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Ambas son bases de datos NoSQL. Cosmos DB nos permite escalar el servicio de una manera m\u00e1s potente que  MongoDB Atlas. Cosmos DB tambi\u00e9n se puede usar con el driver de MongoDB, por lo que con compatibles y reduce su esfuerzo de migraci\u00f3n.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t,\t\t\t\t{\n\t\t\t\t\"@type\": \"Question\",\n\t\t\t\t\"name\": \"\u00bfCosmos DB soporta el lenguaje SQL?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>La API Core por defecto de Cosmos DB proporciona soporte para el lenguaje de consulta SQL para leer datos en formato JSON.<\/p>\"\n\t\t\t\t\t\t\t\t\t}\n\t\t\t}\n\t\t\t\t\t\t]\n\t}\n<\/script>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<p class=\"has-text-align-center\">A continuaci\u00f3n, el <a href=\"https:\/\/www.youtube.com\/watch?v=iTZS1yVv3wY\" target=\"_blank\" rel=\"noreferrer noopener\">v\u00eddeo-resumen<\/a>. \u00a1No te lo pierdas!<\/p>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<p class=\"responsive-video-wrap clr\"><iframe title=\"\u00bfQu\u00e9 es Azure Cosmos DB?\" width=\"1200\" height=\"675\" src=\"https:\/\/www.youtube.com\/embed\/iTZS1yVv3wY?feature=oembed\" frameborder=\"0\" allow=\"accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture; web-share\" referrerpolicy=\"strict-origin-when-cross-origin\" allowfullscreen><\/iframe><\/p>\n<\/div><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-css-opacity\"\/>\n\n\n\n<div class=\"wp-block-group newsletter-re\"><div class=\"wp-block-group__inner-container is-layout-flow wp-block-group-is-layout-flow\">\n<!-- Begin Brevo Form -->\n<!-- START - We recommend to place the below code in head tag of your website html  -->\n<style>\n  @font-face {\n    font-display: block;\n    font-family: Roboto;\n  }\n\n  @font-face {\n    font-display: fallback;\n    font-family: Roboto;\n    font-weight: 600;\n  }\n\n  @font-face {\n    font-display: fallback;\n    font-family: Roboto;\n    font-weight: 700;\n  }\n\n  #sib-container input:-ms-input-placeholder {\n    text-align: left;\n    font-family: \"Helvetica\", sans-serif;\n    color: #c0ccda;\n  }\n\n  #sib-container input::placeholder {\n    text-align: left;\n    font-family: \"Helvetica\", sans-serif;\n    color: #c0ccda;\n  }\n\n  #sib-container textarea::placeholder {\n    text-align: left;\n    font-family: \"Helvetica\", sans-serif;\n    color: #c0ccda;\n  }\n<\/style>\n<link rel=\"stylesheet\" href=\"https:\/\/sibforms.com\/forms\/end-form\/build\/sib-styles.css\">\n<!--  END - We recommend to place the above code in head tag of your website html -->\n\n<!-- START - We recommend to place the below code where you want the form in your website html  -->\n<div class=\"sib-form\" style=\"text-align: center;\n         background-color: #ffffff;                                 \">\n  <div id=\"sib-form-container\" class=\"sib-form-container\">\n    <div id=\"error-message\" class=\"sib-form-message-panel\" style=\"font-size:16px; text-align:left; font-family:&quot;Helvetica&quot;, sans-serif; color:#661d1d; background-color:#ffeded; border-radius:3px; border-color:#ff4949;max-width:600px;\">\n      <div class=\"sib-form-message-panel__text sib-form-message-panel__text--center\">\n        <svg viewBox=\"0 0 512 512\" class=\"sib-icon sib-notification__icon\">\n          <path d=\"M256 40c118.621 0 216 96.075 216 216 0 119.291-96.61 216-216 216-119.244 0-216-96.562-216-216 0-119.203 96.602-216 216-216m0-32C119.043 8 8 119.083 8 256c0 136.997 111.043 248 248 248s248-111.003 248-248C504 119.083 392.957 8 256 8zm-11.49 120h22.979c6.823 0 12.274 5.682 11.99 12.5l-7 168c-.268 6.428-5.556 11.5-11.99 11.5h-8.979c-6.433 0-11.722-5.073-11.99-11.5l-7-168c-.283-6.818 5.167-12.5 11.99-12.5zM256 340c-15.464 0-28 12.536-28 28s12.536 28 28 28 28-12.536 28-28-12.536-28-28-28z\" \/>\n        <\/svg>\n        <span class=\"sib-form-message-panel__inner-text\">\n                          Tu suscripci\u00f3n no ha podido guardarse. Por favor vuelve a intentarlo.\n                      <\/span>\n      <\/div>\n    <\/div>\n    <div><\/div>\n    <div id=\"success-message\" class=\"sib-form-message-panel\" style=\"font-size:16px; text-align:left; font-family:&quot;Helvetica&quot;, sans-serif; color:#085229; background-color:#e7faf0; border-radius:3px; border-color:#13ce66;max-width:600px;\">\n      <div class=\"sib-form-message-panel__text sib-form-message-panel__text--center\">\n        <svg viewBox=\"0 0 512 512\" class=\"sib-icon sib-notification__icon\">\n          <path d=\"M256 8C119.033 8 8 119.033 8 256s111.033 248 248 248 248-111.033 248-248S392.967 8 256 8zm0 464c-118.664 0-216-96.055-216-216 0-118.663 96.055-216 216-216 118.664 0 216 96.055 216 216 0 118.663-96.055 216-216 216zm141.63-274.961L217.15 376.071c-4.705 4.667-12.303 4.637-16.97-.068l-85.878-86.572c-4.667-4.705-4.637-12.303.068-16.97l8.52-8.451c4.705-4.667 12.303-4.637 16.97.068l68.976 69.533 163.441-162.13c4.705-4.667 12.303-4.637 16.97.068l8.451 8.52c4.668 4.705 4.637 12.303-.068 16.97z\" \/>\n        <\/svg>\n        <span class=\"sib-form-message-panel__inner-text\">\n                          Gracias por suscribirte \ud83d\ude42\n                      <\/span>\n      <\/div>\n    <\/div>\n    <div><\/div>\n    <div id=\"sib-container\" class=\"sib-container--large sib-container--vertical\" style=\"text-align:center; background-color:rgba(249,250,251,1); max-width:600px; border-radius:7px; border-width:1px; border-color:#C0CCD9; border-style:solid; direction:ltr\">\n      <form id=\"sib-form\" method=\"POST\" action=\"https:\/\/45b7c589.sibforms.com\/serve\/MUIFAJUHX74hhdn6yVc3sScAj33FFxSgDh2U31jEyO8bXeQmVM0dKSOmYifgH3XNPOP2aDViwVBs9N6McSTxHJEzEx-3nNpomebkJUWOi7_tG2VHKFLj6EeyMplUrpj_VNPjl6BSC9WBN_uOLGnlnyKzUoB1RDaXbz1sakGbox07jJ2toYKwtJ0EyDjJmvQkZmF7Wk4iEcUMBwrU\" data-type=\"subscription\">\n        <div style=\"padding: 8px 0;\">\n          <div class=\"sib-form-block\" style=\"font-size:25px; text-align:center; font-weight:700; font-family:&quot;Helvetica&quot;, sans-serif; color:#3C4858; background-color:transparent; text-align:center\">\n            <p><strong>\u00danete a la Comunidad Big Data<\/strong><\/p>\n          <\/div>\n        <\/div>\n        <div style=\"padding: 8px 0;\">\n          <div class=\"sib-form-block\" style=\"font-size:16px; text-align:center; font-family:&quot;Helvetica&quot;, sans-serif; color:#3C4858; background-color:transparent; text-align:center\">\n            <div class=\"sib-text-form-block\">\n              <p>Tu conocimiento es la herramienta m\u00e1s potente. Suscr\u00edbete a la lista de correo para mantenerte al d\u00eda con los art\u00edculos m\u00e1s \u00fatiles para tu carrera en Big Data y Cloud. Sin spam, nunca.<\/p>\n            <\/div>\n          <\/div>\n        <\/div>\n        <div style=\"padding: 8px 0;\">\n          <div class=\"sib-input sib-form-block\">\n            <div class=\"form__entry entry_block\">\n              <div class=\"form__label-row \">\n\n                <div class=\"entry__field\">\n                  <input class=\"input \" type=\"text\" id=\"EMAIL\" name=\"EMAIL\" autocomplete=\"off\" placeholder=\"TU EMAIL\" data-required=\"true\" required \/>\n                <\/div>\n              <\/div>\n\n              <label class=\"entry__error entry__error--primary\" style=\"font-size:16px; text-align:left; font-family:&quot;Helvetica&quot;, sans-serif; color:#661d1d; background-color:#ffeded; border-radius:3px; border-color:#ff4949;\">\n              <\/label>\n            <\/div>\n          <\/div>\n        <\/div>\n        <div style=\"padding: 8px 0;\">\n          <div class=\"sib-optin sib-form-block\" data-required=\"true\">\n            <div class=\"form__entry entry_mcq\">\n              <div class=\"form__label-row \">\n                <div class=\"entry__choice\" style=\"text-align:center;\">\n                  <label>\n                    <input type=\"checkbox\" class=\"input_replaced\" value=\"1\" id=\"OPT_IN\" name=\"OPT_IN\" required \/>\n                    <span class=\"checkbox checkbox_tick_positive\"\n            style=\"margin-left:\"\n            ><\/span><span style=\"font-size:13px; text-align:left; font-family:&quot;Helvetica&quot;, sans-serif; color:#3C4858; background-color:transparent;\"><p>Acepto la <a href=\"https:\/\/aprenderbigdata.com\/privacidad\/\" target=\"_blank\" rel=\"noopener\">pol\u00edtica de privacidad<\/a><\/p><span data-required=\"*\" style=\"display: inline;\" class=\"entry__label entry__label_optin\"><\/span><\/span> <\/label>\n                <\/div>\n              <\/div>\n              <label class=\"entry__error entry__error--primary\" style=\"font-size:16px; text-align:left; font-family:&quot;Helvetica&quot;, sans-serif; color:#661d1d; background-color:#ffeded; border-radius:3px; border-color:#ff4949;\">\n              <\/label>\n            <\/div>\n          <\/div>\n        <\/div>\n        <div style=\"padding: 8px 0;\">\n          <div class=\"sib-form-block\" style=\"text-align: center\">\n            <button class=\"sib-form-block__button sib-form-block__button-with-loader\" style=\"font-size:13px; text-align:center; font-weight:700; font-family:&quot;Helvetica&quot;, sans-serif; color:#FFFFFF; background-color:#13aff0; border-radius:3px; border-width:0px;\" form=\"sib-form\" type=\"submit\">\n              <svg class=\"icon clickable__icon progress-indicator__icon sib-hide-loader-icon\" viewBox=\"0 0 512 512\">\n                <path d=\"M460.116 373.846l-20.823-12.022c-5.541-3.199-7.54-10.159-4.663-15.874 30.137-59.886 28.343-131.652-5.386-189.946-33.641-58.394-94.896-95.833-161.827-99.676C261.028 55.961 256 50.751 256 44.352V20.309c0-6.904 5.808-12.337 12.703-11.982 83.556 4.306 160.163 50.864 202.11 123.677 42.063 72.696 44.079 162.316 6.031 236.832-3.14 6.148-10.75 8.461-16.728 5.01z\" \/>\n              <\/svg>\n              \u00a1SUSCR\u00cdBEME GRATIS!\n            <\/button>\n          <\/div>\n        <\/div>\n\n        <input type=\"text\" name=\"email_address_check\" value=\"\" class=\"input--hidden\">\n        <input type=\"hidden\" name=\"locale\" value=\"en\">\n      <\/form>\n    <\/div>\n  <\/div>\n<\/div>\n<!-- END - We recommend to place the below code where you want the form in your website html  -->\n\n<!-- START - We recommend to place the below code in footer or bottom of your website html  -->\n<script>\n  window.REQUIRED_CODE_ERROR_MESSAGE = 'Please choose a country code';\n  window.LOCALE = 'en';\n  window.EMAIL_INVALID_MESSAGE = window.SMS_INVALID_MESSAGE = \"La informaci\u00f3n proporcionada no es v\u00e1lida. Por favor, revisa el formato y vuelve a intentarlo.\";\n\n  window.REQUIRED_ERROR_MESSAGE = \"Este campo no puede estar vac\u00edo. \";\n\n  window.GENERIC_INVALID_MESSAGE = \"La informaci\u00f3n proporcionada no es v\u00e1lida. Por favor, revisa el formato y vuelve a intentarlo.\";\n\n  window.translation = {\n    common: {\n      selectedList: '{quantity} list selected',\n      selectedLists: '{quantity} lists selected'\n    }\n  };\n\n  var AUTOHIDE = Boolean(1);\n<\/script>\n<script defer src=\"https:\/\/sibforms.com\/forms\/end-form\/build\/main.js\"><\/script>\n\n<!-- END - We recommend to place the above code in footer or bottom of your website html  -->\n<!-- End Brevo Form -->\n\n\n\n<\/div><\/div>\n","protected":false},"excerpt":{"rendered":"<p>Aprende qu\u00e9 es Azure Cosmos DB. Caracter\u00edsticas, ventajas, APIs y casos de uso de esta base de datos gestionada de Azure<\/p>\n","protected":false},"author":1,"featured_media":5453,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"ocean_post_layout":"","ocean_both_sidebars_style":"","ocean_both_sidebars_content_width":0,"ocean_both_sidebars_sidebars_width":0,"ocean_sidebar":"ocs-posts-sidebar","ocean_second_sidebar":"0","ocean_disable_margins":"enable","ocean_add_body_class":"","ocean_shortcode_before_top_bar":"","ocean_shortcode_after_top_bar":"","ocean_shortcode_before_header":"","ocean_shortcode_after_header":"","ocean_has_shortcode":"","ocean_shortcode_after_title":"","ocean_shortcode_before_footer_widgets":"","ocean_shortcode_after_footer_widgets":"","ocean_shortcode_before_footer_bottom":"","ocean_shortcode_after_footer_bottom":"","ocean_display_top_bar":"default","ocean_display_header":"default","ocean_header_style":"","ocean_center_header_left_menu":"0","ocean_custom_header_template":"0","ocean_custom_logo":0,"ocean_custom_retina_logo":0,"ocean_custom_logo_max_width":0,"ocean_custom_logo_tablet_max_width":0,"ocean_custom_logo_mobile_max_width":0,"ocean_custom_logo_max_height":0,"ocean_custom_logo_tablet_max_height":0,"ocean_custom_logo_mobile_max_height":0,"ocean_header_custom_menu":"0","ocean_menu_typo_font_family":"0","ocean_menu_typo_font_subset":"","ocean_menu_typo_font_size":0,"ocean_menu_typo_font_size_tablet":0,"ocean_menu_typo_font_size_mobile":0,"ocean_menu_typo_font_size_unit":"px","ocean_menu_typo_font_weight":"","ocean_menu_typo_font_weight_tablet":"","ocean_menu_typo_font_weight_mobile":"","ocean_menu_typo_transform":"","ocean_menu_typo_transform_tablet":"","ocean_menu_typo_transform_mobile":"","ocean_menu_typo_line_height":0,"ocean_menu_typo_line_height_tablet":0,"ocean_menu_typo_line_height_mobile":0,"ocean_menu_typo_line_height_unit":"","ocean_menu_typo_spacing":0,"ocean_menu_typo_spacing_tablet":0,"ocean_menu_typo_spacing_mobile":0,"ocean_menu_typo_spacing_unit":"","ocean_menu_link_color":"","ocean_menu_link_color_hover":"","ocean_menu_link_color_active":"","ocean_menu_link_background":"","ocean_menu_link_hover_background":"","ocean_menu_link_active_background":"","ocean_menu_social_links_bg":"","ocean_menu_social_hover_links_bg":"","ocean_menu_social_links_color":"","ocean_menu_social_hover_links_color":"","ocean_disable_title":"default","ocean_disable_heading":"default","ocean_post_title":"","ocean_post_subheading":"","ocean_post_title_style":"","ocean_post_title_background_color":"","ocean_post_title_background":0,"ocean_post_title_bg_image_position":"","ocean_post_title_bg_image_attachment":"","ocean_post_title_bg_image_repeat":"","ocean_post_title_bg_image_size":"","ocean_post_title_height":0,"ocean_post_title_bg_overlay":0.5,"ocean_post_title_bg_overlay_color":"","ocean_disable_breadcrumbs":"default","ocean_breadcrumbs_color":"","ocean_breadcrumbs_separator_color":"","ocean_breadcrumbs_links_color":"","ocean_breadcrumbs_links_hover_color":"","ocean_display_footer_widgets":"default","ocean_display_footer_bottom":"default","ocean_custom_footer_template":"0","ocean_post_oembed":"","ocean_post_self_hosted_media":"","ocean_post_video_embed":"","ocean_link_format":"","ocean_link_format_target":"self","ocean_quote_format":"","ocean_quote_format_link":"post","ocean_gallery_link_images":"off","ocean_gallery_id":[],"footnotes":""},"categories":[8],"tags":[169,172,12,9],"class_list":["post-5411","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-herramientas-big-data","tag-coursera","tag-dondeestudiar","tag-faq","tag-video","entry","has-media"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.4 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Azure Cosmos DB - NoSQL en Azure 2026 - Aprender BIG DATA<\/title>\n<meta name=\"description\" content=\"\u25b7 Aprende qu\u00e9 es Azure Cosmos DB. Caracter\u00edsticas, ventajas, APIs y casos de uso de esta base de datos gestionada de Azure\" \/>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/aprenderbigdata.com\/cosmosdb\/\" \/>\n<meta property=\"og:locale\" content=\"es_ES\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Azure Cosmos DB - NoSQL en Azure 2026 - Aprender BIG DATA\" \/>\n<meta property=\"og:description\" content=\"\u25b7 Aprende qu\u00e9 es Azure Cosmos DB. Caracter\u00edsticas, ventajas, APIs y casos de uso de esta base de datos gestionada de Azure\" \/>\n<meta property=\"og:url\" content=\"https:\/\/aprenderbigdata.com\/cosmosdb\/\" \/>\n<meta property=\"og:site_name\" content=\"Aprender BIG DATA\" \/>\n<meta property=\"article:published_time\" content=\"2021-05-04T14:18:17+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-01-14T15:06:58+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/azure-cosmos-db.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"1280\" \/>\n\t<meta property=\"og:image:height\" content=\"720\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Oscar Fernandez\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/azure-cosmos-db.jpg\" \/>\n<meta name=\"twitter:creator\" content=\"@oscarfmdc\" \/>\n<meta name=\"twitter:label1\" content=\"Escrito por\" \/>\n\t<meta name=\"twitter:data1\" content=\"Oscar Fernandez\" \/>\n\t<meta name=\"twitter:label2\" content=\"Tiempo de lectura\" \/>\n\t<meta name=\"twitter:data2\" content=\"7 minutos\" \/>\n<script type=\"application\/ld+json\" class=\"yoast-schema-graph\">{\"@context\":\"https:\\\/\\\/schema.org\",\"@graph\":[{\"@type\":\"Article\",\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/cosmosdb\\\/#article\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/cosmosdb\\\/\"},\"author\":{\"name\":\"Oscar Fernandez\",\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/#\\\/schema\\\/person\\\/321e79dd84000e4b71b0dac998d5c707\"},\"headline\":\"Azure Cosmos DB &#8211; NoSQL en Azure\",\"datePublished\":\"2021-05-04T14:18:17+00:00\",\"dateModified\":\"2025-01-14T15:06:58+00:00\",\"mainEntityOfPage\":{\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/cosmosdb\\\/\"},\"wordCount\":1210,\"commentCount\":0,\"publisher\":{\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/#organization\"},\"image\":{\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/cosmosdb\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/aprenderbigdata.com\\\/wp-content\\\/uploads\\\/azure-cosmos-db.jpg\",\"keywords\":[\"Coursera\",\"Dondeestudiar\",\"FAQ\",\"Video\"],\"articleSection\":[\"Herramientas Big Data\"],\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"CommentAction\",\"name\":\"Comment\",\"target\":[\"https:\\\/\\\/aprenderbigdata.com\\\/cosmosdb\\\/#respond\"]}]},{\"@type\":\"WebPage\",\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/cosmosdb\\\/\",\"url\":\"https:\\\/\\\/aprenderbigdata.com\\\/cosmosdb\\\/\",\"name\":\"Azure Cosmos DB - NoSQL en Azure 2026 - Aprender BIG DATA\",\"isPartOf\":{\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/#website\"},\"primaryImageOfPage\":{\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/cosmosdb\\\/#primaryimage\"},\"image\":{\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/cosmosdb\\\/#primaryimage\"},\"thumbnailUrl\":\"https:\\\/\\\/aprenderbigdata.com\\\/wp-content\\\/uploads\\\/azure-cosmos-db.jpg\",\"datePublished\":\"2021-05-04T14:18:17+00:00\",\"dateModified\":\"2025-01-14T15:06:58+00:00\",\"description\":\"\u25b7 Aprende qu\u00e9 es Azure Cosmos DB. Caracter\u00edsticas, ventajas, APIs y casos de uso de esta base de datos gestionada de Azure\",\"breadcrumb\":{\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/cosmosdb\\\/#breadcrumb\"},\"inLanguage\":\"es\",\"potentialAction\":[{\"@type\":\"ReadAction\",\"target\":[\"https:\\\/\\\/aprenderbigdata.com\\\/cosmosdb\\\/\"]}]},{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/cosmosdb\\\/#primaryimage\",\"url\":\"https:\\\/\\\/aprenderbigdata.com\\\/wp-content\\\/uploads\\\/azure-cosmos-db.jpg\",\"contentUrl\":\"https:\\\/\\\/aprenderbigdata.com\\\/wp-content\\\/uploads\\\/azure-cosmos-db.jpg\",\"width\":1280,\"height\":720,\"caption\":\"Azure Cosmos DB\"},{\"@type\":\"BreadcrumbList\",\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/cosmosdb\\\/#breadcrumb\",\"itemListElement\":[{\"@type\":\"ListItem\",\"position\":1,\"name\":\"Portada\",\"item\":\"https:\\\/\\\/aprenderbigdata.com\\\/\"},{\"@type\":\"ListItem\",\"position\":2,\"name\":\"Azure Cosmos DB &#8211; NoSQL en Azure\"}]},{\"@type\":\"WebSite\",\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/#website\",\"url\":\"https:\\\/\\\/aprenderbigdata.com\\\/\",\"name\":\"Aprender BIG DATA\",\"description\":\"Aprende Big Data desde cero\",\"publisher\":{\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/#organization\"},\"potentialAction\":[{\"@type\":\"SearchAction\",\"target\":{\"@type\":\"EntryPoint\",\"urlTemplate\":\"https:\\\/\\\/aprenderbigdata.com\\\/?s={search_term_string}\"},\"query-input\":{\"@type\":\"PropertyValueSpecification\",\"valueRequired\":true,\"valueName\":\"search_term_string\"}}],\"inLanguage\":\"es\"},{\"@type\":\"Organization\",\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/#organization\",\"name\":\"AprenderBigData\",\"url\":\"https:\\\/\\\/aprenderbigdata.com\\\/\",\"logo\":{\"@type\":\"ImageObject\",\"inLanguage\":\"es\",\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/#\\\/schema\\\/logo\\\/image\\\/\",\"url\":\"https:\\\/\\\/aprenderbigdata.com\\\/wp-content\\\/uploads\\\/2019\\\/08\\\/cropped-favicon.png\",\"contentUrl\":\"https:\\\/\\\/aprenderbigdata.com\\\/wp-content\\\/uploads\\\/2019\\\/08\\\/cropped-favicon.png\",\"width\":512,\"height\":512,\"caption\":\"AprenderBigData\"},\"image\":{\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/#\\\/schema\\\/logo\\\/image\\\/\"}},{\"@type\":\"Person\",\"@id\":\"https:\\\/\\\/aprenderbigdata.com\\\/#\\\/schema\\\/person\\\/321e79dd84000e4b71b0dac998d5c707\",\"name\":\"Oscar Fernandez\",\"description\":\"Arquitecto de Datos con m\u00e1s de 10 a\u00f1os de experiencia en el sector del Big Data. Autor de cursos de formaci\u00f3n en tecnolog\u00edas Big Data, Cloud y Streaming completados por m\u00e1s de 7000 alumnos en Udemy y otras plataformas. Miembro de la Apache Software Foundation desde 2019.\",\"sameAs\":[\"instagram.com\\\/oscarfmdc\",\"linkedin.com\\\/in\\\/oscarfmdc\\\/\",\"https:\\\/\\\/x.com\\\/oscarfmdc\",\"https:\\\/\\\/www.youtube.com\\\/channel\\\/UCBqzJ1QI3jkkIYXLL9gVpWQ\"]}]}<\/script>\n<!-- \/ Yoast SEO plugin. -->","yoast_head_json":{"title":"Azure Cosmos DB - NoSQL en Azure 2026 - Aprender BIG DATA","description":"\u25b7 Aprende qu\u00e9 es Azure Cosmos DB. Caracter\u00edsticas, ventajas, APIs y casos de uso de esta base de datos gestionada de Azure","robots":{"index":"index","follow":"follow","max-snippet":"max-snippet:-1","max-image-preview":"max-image-preview:large","max-video-preview":"max-video-preview:-1"},"canonical":"https:\/\/aprenderbigdata.com\/cosmosdb\/","og_locale":"es_ES","og_type":"article","og_title":"Azure Cosmos DB - NoSQL en Azure 2026 - Aprender BIG DATA","og_description":"\u25b7 Aprende qu\u00e9 es Azure Cosmos DB. Caracter\u00edsticas, ventajas, APIs y casos de uso de esta base de datos gestionada de Azure","og_url":"https:\/\/aprenderbigdata.com\/cosmosdb\/","og_site_name":"Aprender BIG DATA","article_published_time":"2021-05-04T14:18:17+00:00","article_modified_time":"2025-01-14T15:06:58+00:00","og_image":[{"width":1280,"height":720,"url":"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/azure-cosmos-db.jpg","type":"image\/jpeg"}],"author":"Oscar Fernandez","twitter_card":"summary_large_image","twitter_image":"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/azure-cosmos-db.jpg","twitter_creator":"@oscarfmdc","twitter_misc":{"Escrito por":"Oscar Fernandez","Tiempo de lectura":"7 minutos"},"schema":{"@context":"https:\/\/schema.org","@graph":[{"@type":"Article","@id":"https:\/\/aprenderbigdata.com\/cosmosdb\/#article","isPartOf":{"@id":"https:\/\/aprenderbigdata.com\/cosmosdb\/"},"author":{"name":"Oscar Fernandez","@id":"https:\/\/aprenderbigdata.com\/#\/schema\/person\/321e79dd84000e4b71b0dac998d5c707"},"headline":"Azure Cosmos DB &#8211; NoSQL en Azure","datePublished":"2021-05-04T14:18:17+00:00","dateModified":"2025-01-14T15:06:58+00:00","mainEntityOfPage":{"@id":"https:\/\/aprenderbigdata.com\/cosmosdb\/"},"wordCount":1210,"commentCount":0,"publisher":{"@id":"https:\/\/aprenderbigdata.com\/#organization"},"image":{"@id":"https:\/\/aprenderbigdata.com\/cosmosdb\/#primaryimage"},"thumbnailUrl":"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/azure-cosmos-db.jpg","keywords":["Coursera","Dondeestudiar","FAQ","Video"],"articleSection":["Herramientas Big Data"],"inLanguage":"es","potentialAction":[{"@type":"CommentAction","name":"Comment","target":["https:\/\/aprenderbigdata.com\/cosmosdb\/#respond"]}]},{"@type":"WebPage","@id":"https:\/\/aprenderbigdata.com\/cosmosdb\/","url":"https:\/\/aprenderbigdata.com\/cosmosdb\/","name":"Azure Cosmos DB - NoSQL en Azure 2026 - Aprender BIG DATA","isPartOf":{"@id":"https:\/\/aprenderbigdata.com\/#website"},"primaryImageOfPage":{"@id":"https:\/\/aprenderbigdata.com\/cosmosdb\/#primaryimage"},"image":{"@id":"https:\/\/aprenderbigdata.com\/cosmosdb\/#primaryimage"},"thumbnailUrl":"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/azure-cosmos-db.jpg","datePublished":"2021-05-04T14:18:17+00:00","dateModified":"2025-01-14T15:06:58+00:00","description":"\u25b7 Aprende qu\u00e9 es Azure Cosmos DB. Caracter\u00edsticas, ventajas, APIs y casos de uso de esta base de datos gestionada de Azure","breadcrumb":{"@id":"https:\/\/aprenderbigdata.com\/cosmosdb\/#breadcrumb"},"inLanguage":"es","potentialAction":[{"@type":"ReadAction","target":["https:\/\/aprenderbigdata.com\/cosmosdb\/"]}]},{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/aprenderbigdata.com\/cosmosdb\/#primaryimage","url":"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/azure-cosmos-db.jpg","contentUrl":"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/azure-cosmos-db.jpg","width":1280,"height":720,"caption":"Azure Cosmos DB"},{"@type":"BreadcrumbList","@id":"https:\/\/aprenderbigdata.com\/cosmosdb\/#breadcrumb","itemListElement":[{"@type":"ListItem","position":1,"name":"Portada","item":"https:\/\/aprenderbigdata.com\/"},{"@type":"ListItem","position":2,"name":"Azure Cosmos DB &#8211; NoSQL en Azure"}]},{"@type":"WebSite","@id":"https:\/\/aprenderbigdata.com\/#website","url":"https:\/\/aprenderbigdata.com\/","name":"Aprender BIG DATA","description":"Aprende Big Data desde cero","publisher":{"@id":"https:\/\/aprenderbigdata.com\/#organization"},"potentialAction":[{"@type":"SearchAction","target":{"@type":"EntryPoint","urlTemplate":"https:\/\/aprenderbigdata.com\/?s={search_term_string}"},"query-input":{"@type":"PropertyValueSpecification","valueRequired":true,"valueName":"search_term_string"}}],"inLanguage":"es"},{"@type":"Organization","@id":"https:\/\/aprenderbigdata.com\/#organization","name":"AprenderBigData","url":"https:\/\/aprenderbigdata.com\/","logo":{"@type":"ImageObject","inLanguage":"es","@id":"https:\/\/aprenderbigdata.com\/#\/schema\/logo\/image\/","url":"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/2019\/08\/cropped-favicon.png","contentUrl":"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/2019\/08\/cropped-favicon.png","width":512,"height":512,"caption":"AprenderBigData"},"image":{"@id":"https:\/\/aprenderbigdata.com\/#\/schema\/logo\/image\/"}},{"@type":"Person","@id":"https:\/\/aprenderbigdata.com\/#\/schema\/person\/321e79dd84000e4b71b0dac998d5c707","name":"Oscar Fernandez","description":"Arquitecto de Datos con m\u00e1s de 10 a\u00f1os de experiencia en el sector del Big Data. Autor de cursos de formaci\u00f3n en tecnolog\u00edas Big Data, Cloud y Streaming completados por m\u00e1s de 7000 alumnos en Udemy y otras plataformas. Miembro de la Apache Software Foundation desde 2019.","sameAs":["instagram.com\/oscarfmdc","linkedin.com\/in\/oscarfmdc\/","https:\/\/x.com\/oscarfmdc","https:\/\/www.youtube.com\/channel\/UCBqzJ1QI3jkkIYXLL9gVpWQ"]}]}},"_links":{"self":[{"href":"https:\/\/aprenderbigdata.com\/wp-json\/wp\/v2\/posts\/5411","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/aprenderbigdata.com\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/aprenderbigdata.com\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/aprenderbigdata.com\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/aprenderbigdata.com\/wp-json\/wp\/v2\/comments?post=5411"}],"version-history":[{"count":1,"href":"https:\/\/aprenderbigdata.com\/wp-json\/wp\/v2\/posts\/5411\/revisions"}],"predecessor-version":[{"id":13300,"href":"https:\/\/aprenderbigdata.com\/wp-json\/wp\/v2\/posts\/5411\/revisions\/13300"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/aprenderbigdata.com\/wp-json\/wp\/v2\/media\/5453"}],"wp:attachment":[{"href":"https:\/\/aprenderbigdata.com\/wp-json\/wp\/v2\/media?parent=5411"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/aprenderbigdata.com\/wp-json\/wp\/v2\/categories?post=5411"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/aprenderbigdata.com\/wp-json\/wp\/v2\/tags?post=5411"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}