{"id":11685,"date":"2021-08-11T00:00:33","date_gmt":"2021-08-11T07:00:33","guid":{"rendered":"https:\/\/www.couchbase.com\/blog\/?p=11685"},"modified":"2025-06-13T20:40:57","modified_gmt":"2025-06-14T03:40:57","slug":"couchbase-analytics-now-supports-azure-blob-storage-using-external-analytics-collections","status":"publish","type":"post","link":"https:\/\/www.couchbase.com\/blog\/es\/couchbase-analytics-now-supports-azure-blob-storage-using-external-analytics-collections\/","title":{"rendered":"Couchbase Analytics ya es compatible con Azure Blob Storage mediante colecciones de an\u00e1lisis externas"},"content":{"rendered":"<p><strong>Ahora puedes analizar a\u00fan m\u00e1s datos de tu empresa con Couchbase Analytics<\/strong> - sin tener que mover o migrar un byte.<\/p>\n<p>A partir de hoy, me complace anunciar la pr\u00f3xima compatibilidad con <strong>Microsoft Azure Blob Storage para colecciones de an\u00e1lisis externas<\/strong> (actualmente en Developer Preview). Esta noticia sigue a la compatibilidad con <a href=\"https:\/\/www.couchbase.com\/blog\/es\/external-datasets-extend-your-reach-with-couchbase-analytics\/?ref=blog\" rel=\"noopener\" target=\"_blank\">Colecciones de an\u00e1lisis externo para Amazon Web Services Simple Storage Service (AWS S3)<\/a> en la versi\u00f3n 6.6 de Couchbase Server. <\/p>\n<p>En resumen, este anuncio significa que m\u00e1s clientes de Couchbase pueden combinar datos de fuentes externas (por ejemplo, Azure Blob Storage y AWS S3) con datos locales (<a href=\"https:\/\/www.couchbase.com\/blog\/es\/products\/analytics\/?ref=blog\" rel=\"noopener\" target=\"_blank\">An\u00e1lisis de Couchbase<\/a>) as\u00ed como datos remotos de Couchbase (es decir, <a href=\"https:\/\/www.couchbase.com\/blog\/es\/remote-links-analyze-your-enterprise-with-couchbase-analytics\/?ref=blog\" rel=\"noopener\" target=\"_blank\">Recogidas anal\u00edticas a distancia<\/a>).<\/p>\n<p><em>(Nota: Este tema se ha tratado de forma similar en <a href=\"https:\/\/www.couchbase.com\/blog\/es\/external-datasets-extend-your-reach-with-couchbase-analytics\/?ref=blog\" rel=\"noopener\" target=\"_blank\">Conjuntos de datos externos: Acceso a AWS S3 en Couchbase Analytics<\/a>. Si ya ha utilizado Colecciones de an\u00e1lisis externas, entonces los conceptos tratados en<\/em> este <em>art\u00edculo le resultar\u00e1 familiar).<\/em><\/p>\n<h2>\u00bfPor qu\u00e9 utilizar colecciones anal\u00edticas externas?<\/h2>\n<p>Algunos <a href=\"https:\/\/www.couchbase.com\/blog\/es\/products\/capella\/\" rel=\"noopener\" target=\"_blank\">Couchbase<\/a> Los clientes utilizan Azure Blob Storage para reducir los costes de almacenamiento de grandes vol\u00famenes de datos (por ejemplo, varios a\u00f1os de datos hist\u00f3ricos, datos empresariales offline para aprendizaje autom\u00e1tico, revisiones de productos, etc.). <\/p>\n<p>Estos clientes desean combinar, consultar y utilizar datos de Azure Blob Storage en tiempo real para usuarios empresariales y an\u00e1lisis de datos. (Descubra <a href=\"https:\/\/www.couchbase.com\/blog\/es\/analytics-customer-use-cases\/?ref=blog\" rel=\"noopener\" target=\"_blank\">c\u00f3mo otros clientes utilizan Couchbase Analytics en este art\u00edculo<\/a>.)<\/p>\n<p>Para mantener estos datos en un almacenamiento de bajo coste pero seguir utiliz\u00e1ndolos para el an\u00e1lisis de datos, los clientes de Couchbase pueden utilizar Analytics Collections externas. <\/p>\n<h2>C\u00f3mo funcionan las colecciones de an\u00e1lisis externos<\/h2>\n<p>External Analytics Collections te permite consultar y analizar din\u00e1micamente datos que residen en fuentes externas (como AWS S3 y Azure Blob Storage), permiti\u00e9ndote combinar f\u00e1cilmente datos en tiempo real desde dentro y fuera de tus nodos de Couchbase Analytics. <\/p>\n<p>Todo lo que necesita para combinar sus conjuntos de datos internos y externos son tres sencillos pasos: <\/p>\n<ol>\n<li>Establecer un enlace externo utilizando un <a href=\"https:\/\/docs.couchbase.com\/server\/6.6\/analytics\/rest-links.html?ref=blog\" rel=\"noopener\" target=\"_blank\">Llamada a la API REST<\/a> o <a href=\"https:\/\/docs.couchbase.com\/server\/6.6\/cli\/cbcli\/couchbase-cli-analytics-link-setup.html?ref=blog\" rel=\"noopener\" target=\"_blank\">la interfaz de l\u00ednea de comandos (CLI)<\/a>.<\/li>\n<li>Cree una Analytics Collection externa en el enlace externo.<\/li>\n<li>Consulte la colecci\u00f3n Analytics con <a href=\"https:\/\/www.couchbase.com\/blog\/es\/sqlplusplus\/?ref=blog\" rel=\"noopener\" target=\"_blank\">N1QL para an\u00e1lisis<\/a> (o su herramienta BI favorita)<\/li>\n<p>.\n<\/ol>\n<p>Veamos un ejemplo sencillo. <\/p>\n<p>iMaz, una empresa de comercio electr\u00f3nico, vende productos de consumo online. Sus datos de pedidos, productos y usuarios se almacenan en un cl\u00faster de Couchbase utilizando los servicios de datos y an\u00e1lisis (en conjuntos separados de nodos en el cl\u00faster). iMaz utiliza el servicio de an\u00e1lisis para ejecutar consultas ad hoc y complejas para analizar su negocio. Almacenan las rese\u00f1as de sus productos en Azure Blob Storage, y les gustar\u00eda combinar y analizar los tres productos m\u00e1s valorados utilizando el servicio Couchbase Analytics.<\/p>\n<p>He aqu\u00ed algunos ejemplos de datos de productos:<\/p>\n<pre>\r\n[\r\n{\r\n  \"id\": \"Product_1\",\r\n  \"docType\": \"Product\",\r\n  \"productId\": 1,\r\n  \"price\": 811.76,\r\n  \"salePrice\": 70.14,\r\n  \"productName\": \"Ergonomic Cotton Ball\",\r\n  \"desc\": \"Plastic fused metallic Ergonomic Cotton Ball\"\r\n}\r\n]\r\n<\/pre>\n<div class=\"wp-block-spacer\" style=\"height: 15px\" aria-hidden=\"true\"> <\/div>\n<p>Y aqu\u00ed hay algunos datos de revisi\u00f3n de muestra:<\/p>\n<pre>\r\n{\r\n    \"id\": \"Review_0001764a17a844279a2227e137cc4e36\",\r\n    \"docType\": \"Review\",\r\n    \"reviewId\": \"0001764a17a844279a2227e137cc4e36\",\r\n    \"productId\": 1,\r\n    \"userId\": 5862,\r\n    \"reviewerName\": \"M. Schaefer\",\r\n    \"reviewerEmail\": \"...@mmail.com\",\r\n    \"rating\": 5,\r\n    \"title\": \"Works well and meets expectations.\",\r\n    \"review\": \"Product works great and will buy one more for my extended family.\",\r\n    \"reviewDate\": 1597273484\r\n  }\r\n<\/pre>\n<div class=\"wp-block-spacer\" style=\"height: 15px\" aria-hidden=\"true\"> <\/div>\n<p>Ahora vamos a caminar a trav\u00e9s de cada uno de los tres pasos de arriba utilizando el c\u00f3digo de configuraci\u00f3n de ejemplo junto con un <a href=\"https:\/\/www.couchbase.com\/blog\/es\/products\/n1ql\/?ref=blog\" rel=\"noopener\" target=\"_blank\">N1QL<\/a> para la consulta Analytics.<\/p>\n<h3>Paso 1: Configurar los enlaces<\/h3>\n<p>En primer lugar, tendr\u00e1 que crear un enlace Azure Blob Storage utilizando un archivo <a href=\"https:\/\/docs.couchbase.com\/server\/6.6\/analytics\/rest-links.html?ref=blog\" rel=\"noopener\" target=\"_blank\">Llamada a la API REST<\/a>. (Tambi\u00e9n puede <a href=\"https:\/\/docs.couchbase.com\/server\/6.6\/cli\/cbcli\/couchbase-cli-analytics-link-setup.html?ref=blog\" rel=\"noopener\" target=\"_blank\">utilizar la CLI para crear enlaces Azure Blob Storage<\/a>.) <\/p>\n<p>Tendr\u00e1s que proporcionar:<\/p>\n<ul>\n<ul>\n<li>Nombre de host de su servicio de an\u00e1lisis Couchbase<\/li>\n<li>Sus credenciales de usuario de Analytics<\/li>\n<li>El nombre del enlace Azure Blob Storage. En el siguiente ejemplo, usaremos: <code>myAzureLink<\/code><\/li>\n<li>El nombre del \u00c1mbito (anteriormente conocido como dataverse). En el ejemplo siguiente, utilizaremos: <code>Por defecto<\/code><\/li>\n<li>Tipo de enlace (<code>AzureBlob<\/code>)<\/li>\n<li>Credenciales (s\u00f3lo se permite una de las siguientes):\n<ul>\n<li>Cadena de conexi\u00f3n, <em>o<\/em><\/li>\n<li>Nombre y clave de la cuenta, <em>o<\/em><\/li>\n<li>Nombre de la cuenta y firma de acceso compartido<\/li>\n<\/ul>\n<\/li>\n<\/ul>\n<\/ul>\n<p>En conjunto, la creaci\u00f3n del enlace Azure Blob Storage se parecer\u00e1 a lo siguiente: <\/p>\n<pre>\r\ncurl -u : \\\r\n     \t     -X POST \"https:\/\/\/analytics\/link\/Default\/myAzureLink\" \\  \r\n            -d type=AzureBlob \\\r\n            -d accountName=... \\\r\n            -d accountKey=...\r\n<\/pre>\n<div class=\"wp-block-spacer\" style=\"height: 15px\" aria-hidden=\"true\"> <\/div>\n<p><strong>Nota:<\/strong> Tambi\u00e9n es posible crear enlaces Azure Blob Storage sin credenciales, que utilizar\u00e1n entonces autenticaci\u00f3n an\u00f3nima. En este caso <code>accountName<\/code> and `accountKey` are not needed. This approach can be used to access public data.<\/p>\n<h3>Paso 2: Crear una colecci\u00f3n de an\u00e1lisis externos<\/h3>\n<p>Una vez creados los enlaces externos, puede crear una colecci\u00f3n de an\u00e1lisis externa utilizando sentencias del lenguaje de definici\u00f3n de datos (DDL) que hagan referencia a los nombres de enlace creados anteriormente. <\/p>\n<p>The code sample below is the DDL statement to create the Analytics Collection on the Azure Blob Storage link created previously. (`cb-analytics-7-0-0-demo` is the name of the container in Azure Blob Storage.)<\/p>\n<pre>\r\nCREATE EXTERNAL ANALYTICS COLLECTION azureproductreviews\r\nON `cb-analytics-7-0-0-demo`\r\nAT myAzureLink\r\nUSING \u201creviews\u201d\r\nWITH  { \"format\": \"json\", \"include\": \"*.json\" } ;\r\n<\/pre>\n<div class=\"wp-block-spacer\" style=\"height: 15px\" aria-hidden=\"true\"> <\/div>\n<p>Como se muestra arriba, la creaci\u00f3n de la Colecci\u00f3n de an\u00e1lisis externa es independiente del tipo de enlace despu\u00e9s de crear los enlaces. Se pueden crear varias colecciones de an\u00e1lisis en el mismo enlace externo para que apunten a distintos contenedores de datos externos.<\/p>\n<p>En la actualidad, la funci\u00f3n de recopilaci\u00f3n de datos anal\u00edticos externos es compatible con las funciones <code>JSON<\/code>, <code>CSV<\/code> (valores separados por comas), y <code>TSV<\/code> (valores separados por tabuladores), incluidos los archivos comprimidos con gzip (nombres de archivo que terminan en .gz o .gzip). Tanto el formato CSV como el TSV requieren que especifiques una definici\u00f3n de tipo en l\u00ednea (m\u00e1s sobre esto m\u00e1s adelante). Otros formatos de archivo ser\u00e1n soportados en futuras versiones de Couchbase Analytics.<\/p>\n<p><em><a href=\"https:\/\/docs.couchbase.com\/server\/current\/analytics\/5_ddl.html?ref=blog\" rel=\"noopener\" target=\"_blank\">M\u00e1s informaci\u00f3n sobre definiciones de tipos en l\u00ednea en la documentaci\u00f3n de Couchbase<\/a>.<\/em><\/p>\n<h3>Paso 3: Consulta mediante N1QL for Analytics<\/h3>\n<p>El \u00faltimo paso consiste en ejecutar la consulta N1QL que se muestra a continuaci\u00f3n (que se parece sospechosamente a SQL, \u00bfno crees? :)).<\/p>\n<pre>\r\nSELECT p.productName, AVG(s.rating) AS `Rating`\r\nFROM\tazureproductreviews s, products p\r\nWHERE\ts.productId = p.productId\r\nGROUP BY p.productName\r\nORDER BY AVG(s.rating) DESC\r\nLIMIT  3;\r\n<\/pre>\n<div class=\"wp-block-spacer\" style=\"height: 15px\" aria-hidden=\"true\"> <\/div>\n<p>Esta consulta N1QL anterior une la Colecci\u00f3n de an\u00e1lisis de productos existente del Servicio de an\u00e1lisis de Couchbase con los datos de rese\u00f1as de productos de Azure Blob Storage para recuperar los 3 productos mejor valorados.<\/p>\n<p>Aqu\u00ed est\u00e1n los resultados de la consulta JSON de lo anterior:<\/p>\n<pre>\r\n[\r\n  { \"Rating\": 4.33, \"productName\": \"Licensed Rubber Tuna\"},\r\n  { \"Rating\": 4.29, \"productName\": \"Gorgeous Plastic Salad\"},\r\n  { \"Rating\": 3.86, \"productName\": \"Intelligent Cotton Bike\"}\r\n]\r\n<\/pre>\n<div class=\"wp-block-spacer\" style=\"height: 15px\" aria-hidden=\"true\"> <\/div>\n<p>Ahora puedes combinar y analizar datos externos ubicados en Azure Blob Storage utilizando el servicio Couchbase Analytics. F\u00edjate en los pocos pasos que has necesitado para analizar tus datos: no ha habido ETL, y los datos han estado disponibles inmediatamente (\u00a1!). Adem\u00e1s, si tus datos cambian, ver\u00e1s esos cambios actualizados cada vez que vuelvas a ejecutar la consulta. Esto se debe a que se accede a los datos externos bajo demanda en el momento de la ejecuci\u00f3n de la consulta.<\/p>\n<p>Por supuesto, \u00bfy si el formato del archivo hubiera sido CSV en lugar de JSON?<\/p>\n<p>La respuesta es sencilla: S\u00f3lo tiene que definir su colecci\u00f3n de an\u00e1lisis externa en consecuencia. La siguiente sentencia N1QL de ejemplo ilustra c\u00f3mo crear una colecci\u00f3n de an\u00e1lisis externa compatible con CSV:<\/p>\n<pre>\r\nCREATE EXTERNAL ANALYTICS COLLECTION azureproductreviews\r\n(\r\n    id STRING NOT UNKNOWN, \r\n    docType STRING NOT UNKNOWN,\r\n    reviewId STRING NOT UNKNOWN,\r\n    productId BIGINT,\r\n    userId BIGINT,\r\n    reviewerName STRING NOT UNKNOWN,\r\n    reviewerEmail STRING NOT UNKNOWN,\r\n    rating BIGINT,\r\n    title STRING NOT UNKNOWN,\r\n    review STRING NOT UNKNOWN,\r\n    reviewDate BIGINT\r\n  ) \r\nON `cb-analytics-7-0-0-demo`\r\nAT myAzureLink\r\nUSING \"reviews\"\r\nWITH { \"format\": \"csv\", \"include\": \"*.csv\", \"header\": false };\r\n<\/pre>\n<div class=\"wp-block-spacer\" style=\"height: 15px\" aria-hidden=\"true\"> <\/div>\n<p>Observe c\u00f3mo el <code>CREAR<\/code> ahora incluye informaci\u00f3n de tipo en l\u00ednea. Esta informaci\u00f3n de tipo le dice a Couchbase Analytics c\u00f3mo interpretar los datos CSV para transformarlos en datos JSON (por ejemplo, no s\u00f3lo como cadenas). <\/p>\n<p>Pero tanto si utiliza <a href=\"https:\/\/www.couchbase.com\/blog\/es\/json-database\/?ref=blog\" rel=\"noopener\" target=\"_blank\">JSON<\/a> o datos CSV, <strong>la consulta N1QL sigue siendo exactamente la misma<\/strong>. <\/p>\n<h2>Ventajas de las colecciones anal\u00edticas externas<\/h2>\n<p>Estas son algunas de las principales ventajas de utilizar colecciones de an\u00e1lisis externas:<\/p>\n<ol>\n<li><strong>Enriquecimiento de datos:<\/strong> Los datos de Couchbase ahora se pueden enriquecer con informaci\u00f3n adicional obtenida de datos que residen en almacenes de datos externos como Microsoft Azure Blog Storage.<\/li>\n<li><strong>Acceso din\u00e1mico a los datos:<\/strong> Sus datos m\u00e1s actuales se pueden recuperar, transmitir, combinar y analizar din\u00e1micamente desde cualquier contenedor S3 o Azure Blob Storage (DP) en cualquier regi\u00f3n. Los datos se recuperan durante la ejecuci\u00f3n de consultas de Analytics.<\/li>\n<li><strong>Procesamiento paralelo de consultas:<\/strong> Puede configurar y organizar el acceso a datos externos utilizando la arquitectura de procesamiento paralelo masivo (MPP) de Analytics para obtener una respuesta r\u00e1pida a las consultas que implican datos externos.<\/li>\n<\/ol>\n<h2>Conclusi\u00f3n<\/h2>\n<p>Las colecciones de an\u00e1lisis externos liberan el valor de sus datos en tiempo real y archivados que residen en almacenes de datos externos. Adem\u00e1s, son f\u00e1ciles de configurar, flexibles y sencillas de utilizar gracias a la potencia del lenguaje de consulta N1QL. <\/p>\n<p>Sus usuarios y analistas de datos ahora pueden combinar y analizar datos obtenidos en tiempo real de AWS S3, Azure Blob Storage y el servicio de an\u00e1lisis Couchbase. Con Analytics Collections externas, puede desarrollar consultas ad hoc complejas para la exploraci\u00f3n interactiva de datos, responder a nuevas preguntas empresariales y... <a href=\"https:\/\/www.couchbase.com\/blog\/es\/remote-links-analyze-your-enterprise-with-couchbase-analytics\/\" rel=\"noopener\" target=\"_blank\">combinar datos externos de Remote Links<\/a> para involucrar tambi\u00e9n a otras fuentes de datos Couchbase.<\/p>\n<p><strong>Conclusi\u00f3n:<\/strong> Sus equipos realizan an\u00e1lisis de datos m\u00e1s r\u00e1pidos y completos para una toma de decisiones m\u00e1s \u00e1gil.<\/p>\n<p>Para obtener m\u00e1s informaci\u00f3n sobre las colecciones de an\u00e1lisis externas con Couchbase 7.0, consulte los siguientes recursos:<\/p>\n<ul>\n<ul>\n<li><a href=\"https:\/\/docs.couchbase.com\/server\/7.0\/introduction\/whats-new.html?ref=blog\" rel=\"noopener\" target=\"_blank\">Novedades de Couchbase Server 7.0<\/a><\/li>\n<li><a href=\"https:\/\/docs.couchbase.com\/server\/7.0\/release-notes\/relnotes.html?ref=blog\" rel=\"noopener\" target=\"_blank\">Notas de la versi\u00f3n de Couchbase 7.0<\/a><\/li>\n<li><a href=\"https:\/\/www.couchbase.com\/blog\/es\/forums\/?ref=blog\" rel=\"noopener\" target=\"_blank\">Foros de Couchbase<\/a><\/li>\n<\/ul>\n<\/ul>\n<div class=\"wp-block-spacer\" style=\"height: 30px\" aria-hidden=\"true\"> <\/div>\n<div style=\"text-align:center\"><strong>No te conformes con nuestra palabra: Prueba Couchbase Analytics y compru\u00e9balo t\u00fa mismo.<br \/>\n<a href=\"https:\/\/www.couchbase.com\/blog\/es\/downloads\/?ref=blog\" rel=\"noopener\" target=\"_blank\">Introducci\u00f3n a Couchbase 7.0<\/a><\/strong><\/div>\n<div class=\"wp-block-spacer\" style=\"height: 15px\" aria-hidden=\"true\"> <\/div>\n<p>&nbsp;<br \/>\n&nbsp;<br \/>\n&nbsp;<\/p>","protected":false},"excerpt":{"rendered":"<p>You can now analyze even more of your enterprise data using Couchbase Analytics \u2013 without having to move or migrate a byte. Starting today, I&#8217;m excited to announce the forthcoming support for Microsoft Azure Blob Storage for external Analytics Collections [&hellip;]<\/p>","protected":false},"author":77803,"featured_media":11687,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"inline_featured_image":false,"footnotes":""},"categories":[2294,1816,6319,1812],"tags":[10124,9237,9367,2155,2140,1673],"ppma_author":[9364],"class_list":["post-11685","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-analytics","category-couchbase-server","category-customers","category-n1ql-query","tag-amazon-web-services-aws","tag-data-analytics","tag-data-definition-language","tag-ecommerce","tag-machine-learning","tag-microsoft-azure"],"acf":[],"yoast_head":"<!-- This site is optimized with the Yoast SEO Premium plugin v25.7.1 (Yoast SEO v25.7) - https:\/\/yoast.com\/wordpress\/plugins\/seo\/ -->\n<title>Couchbase Analytics Now Supports Azure Blob Storage Using External Analytics Collections<\/title>\n<meta name=\"description\" content=\"Harness your data stored in Microsoft Azure Blob Storage for robust data analytics that combine external and local data via External Analytics Collections.\" \/>\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\/es\/couchbase-analytics-now-supports-azure-blob-storage-using-external-analytics-collections\/\" \/>\n<meta property=\"og:locale\" content=\"es_MX\" \/>\n<meta property=\"og:type\" content=\"article\" \/>\n<meta property=\"og:title\" content=\"Couchbase Analytics Now Supports Azure Blob Storage Using External Analytics Collections\" \/>\n<meta property=\"og:description\" content=\"Harness your data stored in Microsoft Azure Blob Storage for robust data analytics that combine external and local data via External Analytics Collections.\" \/>\n<meta property=\"og:url\" content=\"https:\/\/www.couchbase.com\/blog\/es\/couchbase-analytics-now-supports-azure-blob-storage-using-external-analytics-collections\/\" \/>\n<meta property=\"og:site_name\" content=\"The Couchbase Blog\" \/>\n<meta property=\"article:published_time\" content=\"2021-08-11T07:00:33+00:00\" \/>\n<meta property=\"article:modified_time\" content=\"2025-06-14T03:40:57+00:00\" \/>\n<meta property=\"og:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/08\/couchbase-analytics-microsoft-azure-blob-storage-external-analytics-collections-social.jpg\" \/>\n\t<meta property=\"og:image:width\" content=\"800\" \/>\n\t<meta property=\"og:image:height\" content=\"418\" \/>\n\t<meta property=\"og:image:type\" content=\"image\/jpeg\" \/>\n<meta name=\"author\" content=\"Hussain Towaileb, Software Engineer\" \/>\n<meta name=\"twitter:card\" content=\"summary_large_image\" \/>\n<meta name=\"twitter:image\" content=\"https:\/\/www.couchbase.com\/blog\/wp-content\/uploads\/sites\/1\/2021\/08\/couchbase-analytics-microsoft-azure-blob-storage-external-analytics-collections-social.jpg\" \/>\n<meta name=\"twitter:label1\" content=\"Written by\" \/>\n\t<meta name=\"twitter:data1\" content=\"Hussain Towaileb, Software Engineer\" \/>\n\t<meta name=\"twitter:label2\" content=\"Est. reading time\" \/>\n\t<meta name=\"twitter:data2\" content=\"6 minutos\" \/>\n<script type=\"application\/ld+json\" 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