{"id":13036,"date":"2024-12-26T10:49:36","date_gmt":"2024-12-26T09:49:36","guid":{"rendered":"https:\/\/aprenderbigdata.com\/?p=13036"},"modified":"2025-08-17T11:57:52","modified_gmt":"2025-08-17T10:57:52","slug":"unity-catalog","status":"publish","type":"post","link":"https:\/\/aprenderbigdata.com\/unity-catalog\/","title":{"rendered":"Unity Catalog: Gobierno de Datos Centralizado en Databricks"},"content":{"rendered":"\n<p><strong>\u00bfSab\u00edas que la mayor\u00eda de las organizaciones desperdician horas tratando de gestionar accesos, permisos y metadatos en sus entornos de datos?<\/strong> Este problema no solo afecta la eficiencia, sino que tambi\u00e9n puede comprometer la seguridad y el cumplimiento normativo. Descubre c\u00f3mo <strong>Unity Catalog<\/strong> puede centralizar y simplificar todo el proceso, ayud\u00e1ndote a transformar el caos en orden con unos pocos pasos bien estructurados.<\/p>\n\n\n<figure class=\"wp-block-post-featured-image\"><img decoding=\"async\" width=\"1280\" height=\"720\" src=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Intro-Unity-Catalog.jpg\" class=\"attachment-post-thumbnail size-post-thumbnail wp-post-image\" alt=\"Introduccion Unity Catalog\" style=\"object-fit:cover;\" srcset=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Intro-Unity-Catalog.jpg 1280w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Intro-Unity-Catalog-300x169.jpg 300w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Intro-Unity-Catalog-1024x576.jpg 1024w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Intro-Unity-Catalog-768x432.jpg 768w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Intro-Unity-Catalog-800x450.jpg 800w\" sizes=\"(max-width: 1280px) 100vw, 1280px\" \/><\/figure>\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-69e1bfd49a252\" 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-69e1bfd49a252\" 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\/unity-catalog\/#La-importancia-del-Gobierno-de-Datos\" >La importancia del Gobierno de Datos<\/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\/unity-catalog\/#%C2%BFQue-es-Unity-Catalog\" >\u00bfQu\u00e9 es Unity Catalog?<\/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\/unity-catalog\/#Caracteristicas-Principales-de-Unity-Catalog\" >Caracter\u00edsticas Principales de Unity Catalog<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-4\" href=\"https:\/\/aprenderbigdata.com\/unity-catalog\/#1-Control-de-acceso-centralizado\" >1. Control de acceso centralizado<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-5\" href=\"https:\/\/aprenderbigdata.com\/unity-catalog\/#2-Auditoria-y-linaje-de-datos\" >2. Auditor\u00eda y linaje de datos<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-6\" href=\"https:\/\/aprenderbigdata.com\/unity-catalog\/#3-Descubrimiento-de-datos-y-metadatos\" >3. Descubrimiento de datos y metadatos<\/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\/unity-catalog\/#Integracion-de-Unity-Catalog\" >Integraci\u00f3n de Unity Catalog<\/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\/unity-catalog\/#Modelo-de-Objetos-en-Unity-Catalog\" >Modelo de Objetos en Unity Catalog<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-9\" href=\"https:\/\/aprenderbigdata.com\/unity-catalog\/#Tablas-externas-y-manejadas-en-Unity-Catalog\" >Tablas externas y manejadas en Unity Catalog<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-10\" href=\"https:\/\/aprenderbigdata.com\/unity-catalog\/#Tablas-Managed-Administradas\" >Tablas Managed (Administradas)<\/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\/unity-catalog\/#Tablas-External-Externas\" >Tablas External (Externas)<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-12\" href=\"https:\/\/aprenderbigdata.com\/unity-catalog\/#Resumen-de-Diferencias\" >Resumen de Diferencias<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-13\" href=\"https:\/\/aprenderbigdata.com\/unity-catalog\/#Siguientes-Pasos-Formacion-y-Cursos-de-Databricks\" >Siguientes Pasos, Formaci\u00f3n y Cursos de Databricks<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-14\" href=\"https:\/\/aprenderbigdata.com\/unity-catalog\/#Curso-de-Introduccion-a-Databricks\" >Curso de Introducci\u00f3n a Databricks<\/a><\/li><\/ul><\/li><li class='ez-toc-page-1 ez-toc-heading-level-2'><a class=\"ez-toc-link ez-toc-heading-15\" href=\"https:\/\/aprenderbigdata.com\/unity-catalog\/#Preguntas-Frecuentes\" >Preguntas Frecuentes<\/a><ul class='ez-toc-list-level-3' ><li class='ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-16\" href=\"https:\/\/aprenderbigdata.com\/unity-catalog\/#%C2%BFUnity-Catalog-reemplaza-al-Hive-Metastore\" >\u00bfUnity Catalog reemplaza al Hive Metastore?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-17\" href=\"https:\/\/aprenderbigdata.com\/unity-catalog\/#%C2%BFEs-compatible-Unity-Catalog-con-Azure-Active-Directory\" >\u00bfEs compatible Unity Catalog con Azure Active Directory?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-18\" href=\"https:\/\/aprenderbigdata.com\/unity-catalog\/#%C2%BFComo-se-controla-el-acceso-a-los-datos-en-Unity-Catalog\" >\u00bfC\u00f3mo se controla el acceso a los datos en Unity Catalog?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-19\" href=\"https:\/\/aprenderbigdata.com\/unity-catalog\/#%C2%BFQue-es-el-linaje-de-datos-en-Unity-Catalog-y-por-que-es-importante\" >\u00bfQu\u00e9 es el linaje de datos en Unity Catalog y por qu\u00e9 es importante?<\/a><\/li><li class='ez-toc-page-1 ez-toc-heading-level-3'><a class=\"ez-toc-link ez-toc-heading-20\" href=\"https:\/\/aprenderbigdata.com\/unity-catalog\/#%C2%BFSe-puede-usar-Unity-Catalog-con-multiples-workspaces\" >\u00bfSe puede usar Unity Catalog con m\u00faltiples workspaces?<\/a><\/li><\/ul><\/li><\/ul><\/nav><\/div>\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"La-importancia-del-Gobierno-de-Datos\"><\/span><strong>La importancia del Gobierno de Datos<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Garantizar la gesti\u00f3n adecuada de los datos es esencial para cualquier organizaci\u00f3n. El gobierno de datos no solo se encarga de su disponibilidad y usabilidad, sino tambi\u00e9n de asegurar que su integridad y seguridad est\u00e9n garantizadas. Un desaf\u00edo constante para muchas empresas es c\u00f3mo centralizar y simplificar este proceso en un entorno que suele ser fragmentado, especialmente cuando se trabaja con m\u00faltiples plataformas y equipos.<\/p>\n\n\n\n<p><strong>Unity Catalog<\/strong>, una soluci\u00f3n revolucionaria de Databricks, aborda estos desaf\u00edos al proporcionar un enfoque centralizado para el <a href=\"https:\/\/aprenderbigdata.com\/gobierno-datos\/\">gobierno de datos<\/a>. Esto permite un control robusto del acceso a los datos y una visibilidad total de c\u00f3mo se utilizan, lo cual es cr\u00edtico para cumplir con normativas y garantizar la confianza en las decisiones basadas en datos.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"%C2%BFQue-es-Unity-Catalog\"><\/span><strong>\u00bfQu\u00e9 es Unity Catalog?<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Unity Catalog es un sistema de gobernanza de datos desarrollado por <strong><a href=\"https:\/\/aprenderbigdata.com\/databricks\/\">Databricks<\/a><\/strong>. Su objetivo principal es proporcionar una soluci\u00f3n centralizada para gestionar el acceso, el linaje y los metadatos de los datos en un entorno de <strong><a href=\"https:\/\/aprenderbigdata.com\/lakehouse\/\">data lakehouse<\/a><\/strong>. Antes de su llegada, las organizaciones enfrentaban complicaciones al gestionar accesos y metadatos de manera aislada en cada workspace, lo que generaba discrepancias y una administraci\u00f3n compleja.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-full\"><img decoding=\"async\" width=\"910\" height=\"374\" src=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/metastore-unity-catalog.png\" alt=\"Metastore en Unity Catalog\" class=\"wp-image-13047\" srcset=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/metastore-unity-catalog.png 910w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/metastore-unity-catalog-300x123.png 300w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/metastore-unity-catalog-768x316.png 768w\" sizes=\"(max-width: 910px) 100vw, 910px\" \/><figcaption class=\"wp-element-caption\">Metastore compartido en Unity Catalog<\/figcaption><\/figure>\n<\/div>\n\n\n<p>Gracias a Unity Catalog, las organizaciones ahora pueden consolidar estos aspectos, garantizando una experiencia unificada en todos los workspaces de Databricks. Esto incluye la capacidad de definir permisos a nivel de objeto, auditar accesos y rastrear el linaje de datos, desde su origen hasta su transformaci\u00f3n final.<\/p>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"alignright size-medium\"><img decoding=\"async\" width=\"300\" height=\"102\" src=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/uc-logo-300x102.png\" alt=\"Logo Unity Catalog\" class=\"wp-image-13052\" srcset=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/uc-logo-300x102.png 300w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/uc-logo-1024x349.png 1024w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/uc-logo-768x262.png 768w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/uc-logo.png 1366w\" sizes=\"(max-width: 300px) 100vw, 300px\" \/><\/figure>\n<\/div>\n\n\n<p>Antes de Unity Catalog, cada Workspace de Databricks ten\u00eda su propia gesti\u00f3n de usuarios y metastore local. Unity Catalog cambia esto por completo, aportando un metastore y una gesti\u00f3n de usuarios centralizada, a la que se pueden unir los workspaces.<\/p>\n\n\n\n<p>Databricks tambi\u00e9n ha liberado el software de Unity Catalog como Open Source, que tienes disponible en su <a href=\"https:\/\/github.com\/unitycatalog\/unitycatalog\">repositorio de Github<\/a>.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Caracteristicas-Principales-de-Unity-Catalog\"><\/span><strong>Caracter\u00edsticas Principales de Unity Catalog<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"1-Control-de-acceso-centralizado\"><\/span><strong>1. Control de acceso centralizado<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Unity Catalog permite definir permisos detallados para cada objeto, como tablas, vistas y funciones. De esta forma se segura que cada usuario o grupo acceda \u00fanicamente a los datos que necesita para su trabajo, garantizando la seguridad y evitando errores humanos.<\/p>\n\n\n\n<p>Controlar no solo el acceso a los datos, sino tambi\u00e9n a clusters, notebooks y dashboards, es esencial para mantener un entorno seguro y eficiente. Unity Catalog lo hace posible desde una \u00fanica ubicaci\u00f3n centralizada.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"2-Auditoria-y-linaje-de-datos\"><\/span><strong>2. Auditor\u00eda y linaje de datos<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Uno de los aspectos m\u00e1s destacables es la capacidad de registrar cada acceso y operaci\u00f3n realizada sobre los datos. Esto no solo ayuda a cumplir normativas, sino que tambi\u00e9n permite identificar qui\u00e9n accedi\u00f3 a un recurso y cu\u00e1ndo lo hizo.<\/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 Ingeniero de Datos?<\/div><div class=\"su-service-content su-u-clearfix su-u-trim\" style=\"padding-left:44px\"><br>Consigue empleo con el <a href=\"https:\/\/aprenderbigdata.com\/curso-ingeniero-datos\/\">programa acelerado de Data Engineer<\/a><br><\/div><\/div><\/pre>\n<\/div><\/div>\n\n\n<style>.pre-su pre {<br \/>\n\tbackground-color: #fffae9 !important;<br \/>\n}<br \/>\n<\/style>\n\n\n<p>La auditor\u00eda y el linaje son particularmente valiosos en proyectos de <strong><a href=\"https:\/\/aprenderbigdata.com\/machine-learning\/\">machine learning<\/a><\/strong>. Cuando trabajamos con datos para entrenar modelos, saber exactamente c\u00f3mo se generaron y transformaron los datos es clave para garantizar la transparencia y reproducibilidad.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"3-Descubrimiento-de-datos-y-metadatos\"><\/span><strong>3. Descubrimiento de datos y metadatos<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Unity Catalog act\u00faa como un repositorio donde los usuarios pueden explorar y descubrir los datos que necesitan. Todo esto, mientras se respetan los controles de acceso y los permisos previamente establecidos.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Integracion-de-Unity-Catalog\"><\/span><strong>Integraci\u00f3n de Unity Catalog<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Unity Catalog se integra perfectamente con Databricks, simplificando la administraci\u00f3n en entornos de m\u00faltiples workspaces.<\/p>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>Configuraci\u00f3n inicial:<\/strong> Para comenzar, es necesario configurar un metastore. Este act\u00faa como el contenedor principal donde se registran los cat\u00e1logos, esquemas y tablas.<\/li>\n\n\n\n<li><strong>Asociaci\u00f3n de workspaces:<\/strong> Con Unity Catalog, es posible asociar varios workspaces a un mismo metastore, eliminando la necesidad de administrarlos de forma independiente. Unity Catalog requiere un runtime 11.3 o superior para garantizar su funcionamiento \u00f3ptimo en los clusters de Databricks.<\/li>\n\n\n\n<li><strong>Compatibilidad con Azure Active Directory:<\/strong> Esto permite sincronizar usuarios y grupos, garantizando que los permisos se administren de manera consistente en toda la organizaci\u00f3n.<\/li>\n<\/ol>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Modelo-de-Objetos-en-Unity-Catalog\"><\/span><strong>Modelo de Objetos en Unity Catalo<\/strong>g<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Unity Catalog introduce una jerarqu\u00eda clara y sencilla para la gesti\u00f3n de datos:<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>Metastore:<\/strong> El contenedor principal que agrupa todos los objetos.<\/li>\n\n\n\n<li><strong>Cat\u00e1logos:<\/strong> Subconjuntos dentro del metastore, como por ejemplo, un cat\u00e1logo por departamento.<\/li>\n\n\n\n<li><strong>Esquemas:<\/strong> Representan las bases de datos que organizan tablas, vistas y funciones.<\/li>\n\n\n\n<li><strong>Tablas y vistas:<\/strong> Los objetos finales donde se almacenan y acceden los datos.<\/li>\n<\/ul>\n\n\n<div class=\"wp-block-image\">\n<figure class=\"aligncenter size-large\"><img decoding=\"async\" width=\"1024\" height=\"370\" src=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/modelo-objetos-unity-catalog-1024x370.png\" alt=\"Modelo de Objetos en Unity Catalog\" class=\"wp-image-13046\" srcset=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/modelo-objetos-unity-catalog-1024x370.png 1024w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/modelo-objetos-unity-catalog-300x108.png 300w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/modelo-objetos-unity-catalog-768x277.png 768w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/modelo-objetos-unity-catalog.png 1293w\" sizes=\"(max-width: 1024px) 100vw, 1024px\" \/><figcaption class=\"wp-element-caption\">Modelo de Objetos en Unity Catalog<\/figcaption><\/figure>\n<\/div>\n\n\n<p>Esta estructura permite un manejo mucho m\u00e1s ordenado y elimina las discrepancias que antes exist\u00edan entre los workspaces. Ahora, un solo select puede dirigirse f\u00e1cilmente a un cat\u00e1logo y esquema espec\u00edfico. Es importante dise\u00f1ar una estructura clara de cat\u00e1logos y esquemas desde el principio.<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tablas-externas-y-manejadas-en-Unity-Catalog\"><\/span>Tablas externas y manejadas en Unity Catalog<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>En <strong>Unity Catalog<\/strong>, existen dos tipos de tablas: <strong>\u00abmanaged\u00bb (administradas o manejadas)<\/strong> y <strong>\u00abexternal\u00bb (externas)<\/strong> con algunas diferencias.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tablas-Managed-Administradas\"><\/span><strong>Tablas Managed (Administradas)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>En este tipo de tablas Databricks <strong>gestiona completamente<\/strong> los datos y metadatos. Los archivos f\u00edsicos de los datos se almacenan dentro del <strong>metastore de Unity Catalog<\/strong>, en la ubicaci\u00f3n de almacenamiento especificada al crear el catalog.<\/p>\n\n\n\n<p>Cuando creas una <strong>tabla managed<\/strong>, los archivos de datos se almacenan en la ubicaci\u00f3n predeterminada del <strong>Metastore<\/strong>. Esta ubicaci\u00f3n est\u00e1 definida en la <strong>Storage Account asociada<\/strong> al metastore, que puede estar en tu cuenta de Azure si la configuraste as\u00ed.<\/p>\n\n\n\n<p>Por tanto, no puedes especificar una ubicaci\u00f3n diferente por tabla como lo har\u00edas con tablas <strong>external<\/strong>, pero s\u00ed puedes cambiar la ubicaci\u00f3n predeterminada del metastore.<\/p>\n\n\n\n<p>Si borras este tipo de tablas con <code>DROP TABLE<\/code>, los archivos subyacentes tambi\u00e9n se eliminan.<\/p>\n\n\n\n<p>Creaci\u00f3n de una <em>managed table<\/em>:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>CREATE TABLE my_catalog.my_schema.my_table (\n  id INT,\n  name STRING\n);<\/code><\/pre>\n\n\n\n<p>En Unity Catalog todas las tablas managed son <a href=\"https:\/\/aprenderbigdata.com\/delta-lake\/\"><strong>Delta Lake<\/strong><\/a> por defecto. Si intentas crear una tabla managed con otro formato (<strong><a href=\"https:\/\/aprenderbigdata.com\/apache-parquet\/\">Parquet<\/a><\/strong>, CSV, etc.), Databricks autom\u00e1ticamente la guardar\u00e1 como Delta Lake. Si quieres que la tabla use otro formato, debes crearla como tabla external, especificando la ubicaci\u00f3n y el formato manualmente.<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Tablas-External-Externas\"><\/span><strong>Tablas External (Externas)<\/strong><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>En este caso, los datos <strong>se almacenan fuera<\/strong> de Unity Catalog, en una ubicaci\u00f3n espec\u00edfica dentro de <strong><a href=\"https:\/\/aprenderbigdata.com\/amazon-s3\/\">un bucket S3<\/a>, Azure Data Lake o Google Cloud Storage<\/strong>. Databricks solo gestiona los <strong>metadatos<\/strong>, pero los archivos f\u00edsicos <strong>siguen existiendo incluso si se borra la tabla<\/strong> con <code>DROP TABLE<\/code>.<\/p>\n\n\n\n<p>Creaci\u00f3n de una tabla externa:<\/p>\n\n\n\n<pre class=\"wp-block-preformatted\"><code>CREATE EXTERNAL TABLE my_catalog.my_schema.my_table (<br>  id INT,<br>  name STRING<br>)<br>LOCATION 's3:\/\/my-bucket\/data\/';<\/code><\/pre>\n\n\n\n<h3 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Resumen-de-Diferencias\"><\/span>Resumen de Diferencias<span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><thead><tr><th>Tipo de tabla<\/th><th>Ubicaci\u00f3n de datos<\/th><th>Formato Soportado<\/th><th>Almacenamiento<\/th><th>\u00bfCu\u00e1ndo usarla?<\/th><\/tr><\/thead><tbody><tr><td><strong>Managed<\/strong><\/td><td>En la Storage Account configurada en el Metastore.<\/td><td>Solo <strong>Delta Lake<\/strong><\/td><td>En la ubicaci\u00f3n del Metastore<\/td><td>Cuando quieres que Databricks maneje completamente el almacenamiento de los datos. Ideal para datos transitorios o que solo se usan dentro de Databricks.<\/td><\/tr><tr><td><strong>External<\/strong><\/td><td>En cualquier Storage Account que el cliente especifique manualmente.<\/td><td><strong>Cualquier formato<\/strong> (Parquet, JSON, etc.)<\/td><td>Ubicaci\u00f3n definida por el usuario<\/td><td>Cuando los datos ya est\u00e1n en <strong>un data lake externo<\/strong> (S3, ADLS, GCS) y necesitas mantener el control sobre ellos sin duplicarlos en Unity Catalog.<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<h2 class=\"wp-block-heading\" id=\"formacion\"><span class=\"ez-toc-section\" id=\"Siguientes-Pasos-Formacion-y-Cursos-de-Databricks\"><\/span>Siguientes Pasos, Formaci\u00f3n y Cursos de Databricks<span class=\"ez-toc-section-end\"><\/span><\/h2>\n\n\n\n<p>Aqu\u00ed tienes mi propio curso para que aprendas de forma eficiente Databricks, para cualquier nivel:<\/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-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<figure class=\"wp-block-image size-full\"><a href=\"https:\/\/go.hotmart.com\/L98668316D?SCK=DBUC\" target=\"_blank\"><img decoding=\"async\" width=\"750\" height=\"422\" src=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Curso-Databricks.jpg\" alt=\"Curso de Databricks\" class=\"wp-image-13691\" srcset=\"https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Curso-Databricks.jpg 750w, https:\/\/aprenderbigdata.com\/wp-content\/uploads\/Curso-Databricks-300x169.jpg 300w\" sizes=\"(max-width: 750px) 100vw, 750px\" \/><\/a><\/figure>\n<\/div>\n\n\n\n<div class=\"wp-block-column is-vertically-aligned-center is-layout-flow wp-block-column-is-layout-flow\">\n<h3 class=\"wp-block-heading has-text-align-center\"><span class=\"ez-toc-section\" id=\"Curso-de-Introduccion-a-Databricks\"><\/span><a href=\"https:\/\/go.hotmart.com\/L98668316D?SCK=DBUC\" target=\"_blank\" rel=\"noreferrer noopener\">Curso de Introducci\u00f3n a Databricks<\/a><span class=\"ez-toc-section-end\"><\/span><\/h3>\n\n\n\n<p>Este curso te preparar\u00e1 para comprender y sacar todo el partido posible al ecosistema de Databricks. <\/p>\n\n\n\n<p>Explorar\u00e1s conceptos fundamentales como <strong>la arquitectura de Databricks, los tipos de cl\u00fasteres, Delta Lake, Unity Catalog y la integraci\u00f3n con Azure Data Lake Storage<\/strong>.<\/p>\n\n\n\n<p>En las secciones pr\u00e1cticas, pondr\u00e1s manos a la obra utilizando la <strong>interfaz gr\u00e1fica, configurando cl\u00fasteres, trabajando con notebooks, gestionando costes y securizando accesos<\/strong><\/p>\n<\/div>\n<\/div>\n\n\n\n<p>Tambi\u00e9n, tienes este libro disponible en Amazon: <a href=\"https:\/\/amzn.to\/2UoRpcQ\" target=\"_blank\" rel=\"noopener nofollow\">Beginning Apache Spark Using Azure Databricks<\/a><\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><span class=\"ez-toc-section\" id=\"Preguntas-Frecuentes\"><\/span>Preguntas Frecuentes<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%BFUnity-Catalog-reemplaza-al-Hive-Metastore\"><\/span>\u00bfUnity Catalog reemplaza al Hive Metastore?<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>S\u00ed, Unity Catalog reemplaza al Hive Metastore en Databricks, ofreciendo una soluci\u00f3n centralizada para la administraci\u00f3n de metadatos. Aunque el Hive Metastore sigue disponible por compatibilidad, se recomienda usar Unity Catalog para nuevas implementaciones.<\/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%BFEs-compatible-Unity-Catalog-con-Azure-Active-Directory\"><\/span>\u00bfEs compatible Unity Catalog con Azure Active Directory?<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>S\u00ed, Unity Catalog se integra con Azure Active Directory, permitiendo sincronizar usuarios y grupos para una administraci\u00f3n unificada de permisos y roles en Databricks.<\/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%BFComo-se-controla-el-acceso-a-los-datos-en-Unity-Catalog\"><\/span>\u00bfC\u00f3mo se controla el acceso a los datos en Unity Catalog?<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>Unity Catalog utiliza un modelo de control basado en permisos definidos para objetos espec\u00edficos como tablas, vistas o cat\u00e1logos. Los permisos se pueden asignar a usuarios y grupos mediante pol\u00edticas centralizadas.<\/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%BFQue-es-el-linaje-de-datos-en-Unity-Catalog-y-por-que-es-importante\"><\/span>\u00bfQu\u00e9 es el linaje de datos en Unity Catalog y por qu\u00e9 es importante?<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>El linaje de datos muestra el recorrido completo de un dato desde su origen hasta su uso final. Esto incluye transformaciones, consultas y outputs. Es esencial para garantizar transparencia, cumplir regulaciones y entender c\u00f3mo se generan los insights.<\/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%BFSe-puede-usar-Unity-Catalog-con-multiples-workspaces\"><\/span>\u00bfSe puede usar Unity Catalog con m\u00faltiples workspaces?<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>S\u00ed, Unity Catalog permite asociar un metastore \u00fanico con varios workspaces, unificando la gobernanza de datos en una sola plataforma.<\/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\": \"\u00bfUnity Catalog reemplaza al Hive Metastore?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>S\u00ed, Unity Catalog reemplaza al Hive Metastore en Databricks, ofreciendo una soluci\u00f3n centralizada para la administraci\u00f3n de metadatos. Aunque el Hive Metastore sigue disponible por compatibilidad, se recomienda usar Unity Catalog para nuevas implementaciones.<\/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\": \"\u00bfEs compatible Unity Catalog con Azure Active Directory?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>S\u00ed, Unity Catalog se integra con Azure Active Directory, permitiendo sincronizar usuarios y grupos para una administraci\u00f3n unificada de permisos y roles en Databricks.<\/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\": \"\u00bfC\u00f3mo se controla el acceso a los datos en Unity Catalog?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>Unity Catalog utiliza un modelo de control basado en permisos definidos para objetos espec\u00edficos como tablas, vistas o cat\u00e1logos. Los permisos se pueden asignar a usuarios y grupos mediante pol\u00edticas centralizadas.<\/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\": \"\u00bfQu\u00e9 es el linaje de datos en Unity Catalog y por qu\u00e9 es importante?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>El linaje de datos muestra el recorrido completo de un dato desde su origen hasta su uso final. Esto incluye transformaciones, consultas y outputs. Es esencial para garantizar transparencia, cumplir regulaciones y entender c\u00f3mo se generan los insights.<\/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\": \"\u00bfSe puede usar Unity Catalog con m\u00faltiples workspaces?\",\n\t\t\t\t\"acceptedAnswer\": {\n\t\t\t\t\t\"@type\": \"Answer\",\n\t\t\t\t\t\"text\": \"<p>S\u00ed, Unity Catalog permite asociar un metastore \u00fanico con varios workspaces, unificando la gobernanza de datos en una sola plataforma.<\/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<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. 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