{"id":13218,"date":"2022-02-15T14:51:04","date_gmt":"2022-02-15T14:51:04","guid":{"rendered":"https:\/\/beta.bluetab.net\/databricks-sobre-azure-una-perspectiva-de-arquitectura-parte-1\/"},"modified":"2023-10-17T12:55:14","modified_gmt":"2023-10-17T12:55:14","slug":"databricks-on-azure-an-architecture-perspective-part-1","status":"publish","type":"post","link":"https:\/\/bluetab.net\/en\/databricks-on-azure-an-architecture-perspective-part-1\/","title":{"rendered":"Databricks on Azure &#8211; An Architecture Perspective (part 1)"},"content":{"rendered":"\t\t<div data-elementor-type=\"wp-post\" data-elementor-id=\"13218\" class=\"elementor elementor-13218\" data-elementor-post-type=\"post\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-b2ad9fe elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"b2ad9fe\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-7eac278\" data-id=\"7eac278\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-45481b1 elementor-widget elementor-widget-heading\" data-id=\"45481b1\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h1 class=\"elementor-heading-title elementor-size-default\">Databricks on Azure - An architecture perspective (part 1)<\/h1>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-7843b8f elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7843b8f\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-1a4ee60\" data-id=\"1a4ee60\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-ed6cc51\" data-id=\"ed6cc51\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-173edbe elementor-share-buttons--view-icon elementor-share-buttons--skin-minimal elementor-share-buttons--shape-circle elementor-grid-0 elementor-share-buttons--color-official elementor-widget elementor-widget-share-buttons\" data-id=\"173edbe\" data-element_type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_twitter\" role=\"button\" tabindex=\"0\" aria-label=\"Share on twitter\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-twitter\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Share on linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-linkedin\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-3436d8e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"3436d8e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-349d957\" data-id=\"349d957\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-077b220 elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"077b220\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><a href=\"https:\/\/www.linkedin.com\/in\/francisco-linaje-024499175\/\" target=\"_blank\" tabindex=\"-1\"><img decoding=\"async\" width=\"150\" height=\"150\" data-src=\"https:\/\/bluetab.com\/wp-content\/uploads\/2021\/10\/Francisco-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail wp-image-12383 lazyload\" alt=\"\" data-srcset=\"https:\/\/bluetab.net\/wp-content\/uploads\/2021\/10\/Francisco-150x150.jpg 150w, https:\/\/bluetab.net\/wp-content\/uploads\/2021\/10\/Francisco-300x300.jpg 300w, https:\/\/bluetab.net\/wp-content\/uploads\/2021\/10\/Francisco-75x75.jpg 75w, https:\/\/bluetab.net\/wp-content\/uploads\/2021\/10\/Francisco.jpg 384w\" data-sizes=\"(max-width: 150px) 100vw, 150px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 150px; --smush-placeholder-aspect-ratio: 150\/150;\" \/><\/a><\/figure><div class=\"elementor-image-box-content\"><h4 class=\"elementor-image-box-title\"><a href=\"https:\/\/www.linkedin.com\/in\/francisco-linaje-024499175\/\" target=\"_blank\">Francisco Linaje<\/a><\/h4><p class=\"elementor-image-box-description\">AWS Solutions Architect<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-1b526fe\" data-id=\"1b526fe\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-ed3ba3a elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"ed3ba3a\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><a href=\"https:\/\/www.linkedin.com\/in\/gabriel-gallardo-ruiz-9042a0212\/\" target=\"_blank\" tabindex=\"-1\"><img decoding=\"async\" data-src=\"https:\/\/bluetab.net\/wp-content\/uploads\/2020\/10\/avatarP-bluetab.jpg.png\" title=\"\" alt=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/300;\" \/><\/a><\/figure><div class=\"elementor-image-box-content\"><h4 class=\"elementor-image-box-title\"><a href=\"https:\/\/www.linkedin.com\/in\/gabriel-gallardo-ruiz-9042a0212\/\" target=\"_blank\">Gabriel Gallardo Ruiz<\/a><\/h4><p class=\"elementor-image-box-description\">Senior Data Architect<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-2b67acd\" data-id=\"2b67acd\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-c738cdf elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"c738cdf\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-55b901d\" data-id=\"55b901d\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-7668b05 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7668b05\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-592ef24\" data-id=\"592ef24\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-6010029 elementor-widget elementor-widget-theme-post-featured-image elementor-widget-image\" data-id=\"6010029\" data-element_type=\"widget\" data-widget_type=\"theme-post-featured-image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<img fetchpriority=\"high\" decoding=\"async\" width=\"657\" height=\"361\" src=\"https:\/\/bluetab.net\/wp-content\/uploads\/2022\/01\/databricks.png\" class=\"attachment-large size-large wp-image-12838\" alt=\"\" srcset=\"https:\/\/bluetab.net\/wp-content\/uploads\/2022\/01\/databricks.png 657w, https:\/\/bluetab.net\/wp-content\/uploads\/2022\/01\/databricks-300x165.png 300w\" sizes=\"(max-width: 657px) 100vw, 657px\" \/>\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-4abbf0e elementor-widget elementor-widget-text-editor\" data-id=\"4abbf0e\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Databricks aims to provide an intuitive environment for the non-specialist users to develop the different functions in data engineering and data science, also providing a data governance and management layer.<br \/>Our goal with this article is not focus so much to describe and analyze how to use these tools, but to see how they are integrated from an architectural point of view within the Azure provider.<\/p><p><em>Databricks as a Lakehouse solution<\/em><\/p><p>The Databricks platform follows the Lakehouse paradigm, in which the benefits of the Data Warehouse are combined with those of the Data Lake, allowing to have a good performance both in its analytical queries thanks to indexing, and transactionality through Delta Lake, without losing the flexibility of an open and scalable data architecture, along with better data governance and access to the resources and services of the lake, allowing in a general way to have a less complex and more integrated architecture.<\/p><p>This article will be divided into two deliverys.<\/p><ul><li>The first one, will explain how Databricks organizes and deploys its product on Azure, as well as the different configurations in terms of communication\/security between Databricks and other Azure services.<\/li><li>The second, will be focused on the data security layer and scalability of the infrastructure as well as monitoring, deployment and failover.<br \/><br \/><\/li><\/ul><p><strong>First delivery:<\/strong><\/p><ul><li>Architecture Overview<\/li><li>Workload types and plans<\/li><li>Networking<\/li><li>Identity and Access Management<br \/><br \/><\/li><\/ul><p><strong>Second delivery (coming soon):<\/strong><\/p><ul><li>Disaster Recovery<\/li><li>Encryption<\/li><li>Scalability<\/li><li>Logging and monitoring<\/li><li>Deployment<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7aaf8a9 elementor-widget elementor-widget-heading\" data-id=\"7aaf8a9\" data-element_type=\"widget\" id=\"glosario\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Glossary<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cffc795 elementor-widget elementor-widget-text-editor\" data-id=\"cffc795\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li><strong><em>Azure Data Lake<\/em><\/strong>: Allows to store multiple data formats in the same place for its exploitation and analysis, currently Azure has the Gen2 version.<\/li><li><strong><em>All Purpose Compute:<\/em><\/strong> Designed for collaborative environments in which the cluster is used simultaneously by Data Engineers and Data Scientist.<\/li><li><strong><em>Azure Key Vaul<\/em><\/strong>t: Azure managed service that enables secure storage of secrets.<\/li><li><strong><em>Azure Virtual Network (VNET):<\/em><\/strong> Logically isolated virtual network in Azure.<\/li><li><strong>Azure role-based access control (RBAC)<\/strong>: Authorization system integrated into Azure Resource Manager that allows you to assign granular permissions on resources to Azure users.<\/li><li><strong>Continuous integration and continuous delivery CI\/CD<\/strong>: A set of automated tools and guidelines for continuous integration and production start-up.<\/li><li><strong><em>Data Lake:<\/em><\/strong> Paradigm of distributed storage of data from a multitude of sources and formats, structured, semi-structured and unstructured.<\/li><li><strong>Identity Provider (IdP)<\/strong>: Entity that maintains the identity information of individuals within an organization.<\/li><li><strong><em>Jobs Compute<\/em><\/strong>: Focused on processes orchestrated through pipelines managed by data engineers that may involve auto-scaling in certain tasks.<\/li><li><strong><em>Jobs Light Compute:<\/em><\/strong> Designed for processes whose achievement is not critical and does not involve a very high computational load.<\/li><li><strong><em>Network Security Group or NSG<\/em><\/strong>: Specifies the rules that regulate inbound and outbound network traffic and clusters in Azure.<\/li><li><strong>Notebook<\/strong>: Web interface to execute code in a cluster, abstracting from the access to it.<\/li><li><strong><em>PrivateLink: <\/em><\/strong>Allows private access (private IP) to Azure PaaS through your VNET, in the same way that service endpoints traffic is routed through the Azure backbone.<\/li><li><strong><em>Security Assertion Markup Language (SAML):<\/em><\/strong> Open standard used for authentication. Based on XML, web applications use SAML to transfer authentication data between two entities, the Identity Provider and the service in question.<\/li><li><strong><em>Secure Cluster Connectivity (SCC):<\/em><\/strong> SSH reverse tunnel communication between Control Plane and cluster. It allows not having open ports or public IPs in the instances.<\/li><li><strong><em>Service endpoints:<\/em><\/strong> Network component that allows connecting a VNET with the different services within Azure through Azure&#8217;s own network.<\/li><li><strong>Service Principal<\/strong>: Entity created for the administration and management of tasks that are not associated to a particular member of the organization but to a service.<\/li><li><strong><em>Secret scope: <\/em><\/strong>Collection of secrets identified by a name.<\/li><li><strong>Single Sign On (SSO)<\/strong>: Allows users to authenticate through an Identity Provider (IdP) provided by the organization, requiring SAML 2.0 compatibility.<\/li><li><strong><em>Workspace:<\/em><\/strong> Shared environment to access all Databricks assets. It organizes the different objects (notebooks, libraries, etc&#8230;) in folders and manages access to computational resources such as clusters and jobs.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-953e3be elementor-widget elementor-widget-heading\" data-id=\"953e3be\" data-element_type=\"widget\" id=\"arquitectura\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Architecture<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7194037 elementor-widget elementor-widget-text-editor\" data-id=\"7194037\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3><strong><span lang=\"EN\">Databricks as a product<\/span><\/strong><\/h3><p>Databricks remains integrated within Azure as its own service unlike other providers, allowing the deployment in a more direct and simple way either from the console itself or through templates.<\/p><p>Among the services offered by Databricks, the following stand out:<\/p><ul><li>Databricks SQL: offers a platform to perform ad-hoc SQL queries against the Data Lake, as well as multiple visualizations of the data with dashboards.<\/li><li>Databricks Data Science &amp; Engineering: provides a workspace that allows collaboration between different roles (data engineers, data scientists, etc.) for the development of different pipelines for the ingestion and exploitation of the Data Lake.<\/li><li>Databricks Machine Learning: provides an environment for the development and exploitation of end-to-end machine learning models.<\/li><\/ul><p>Databricks also offers Spark as a distributed programming framework, as well as integration with Delta Lake and its support for ACID transactions for structured and unstructured data, unification of batch sources and streaming.<\/p><p>Databricks also offers a solution in terms of orchestration and deployment of jobs in a productive way, allowing parallelism between them, up to 1000 concurrently. It can be used only within the Data Science &amp; Engineering workspace.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ea162ef elementor-widget elementor-widget-image\" data-id=\"ea162ef\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"524\" height=\"500\" data-src=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image9.png\" class=\"attachment-large size-large wp-image-13168 lazyload\" alt=\"\" data-srcset=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image9.png 524w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image9-300x286.png 300w\" data-sizes=\"(max-width: 524px) 100vw, 524px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 524px; --smush-placeholder-aspect-ratio: 524\/500;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Orchestrated process diagram (source: Databricks)<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3fd4aa7 elementor-widget elementor-widget-text-editor\" data-id=\"3fd4aa7\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Among the added benefits offered by Databricks is the use of Databricks File System (DBFS), a distributed file system for cluster access.<\/p><ul><li>It allows mounting storage points to access objects without the need for credentials.<\/li><li>It avoids the need to use urls to access objects, facilitating access via directories and semantics.<\/li><li>It provides a layer of persistence by storing data in the file system, preventing it from being lost when the cluster is terminated.<\/li><\/ul><p>Databricks Repos: offers integration and synchronization with GIT repositories, including an API for the use of CI\/CD pipelines. Current Git providers included are:<\/p><ul><li>GitHub<\/li><li>Bitbucket<\/li><li>GitLab<\/li><li>Azure DevOps<\/li><\/ul><p>\u00a0<\/p><h3><strong>Architecture Overview<\/strong><\/h3><p>In this section we will discuss how Databricks is deployed within the customer&#8217;s account in their cloud provider, in this case Azure.<\/p><p>Databricks is primarily composed of two layers; a <strong>Control Plane<\/strong> (internal) and a <strong>Data Plane<\/strong> (external\/client).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9a0a642 elementor-widget elementor-widget-image\" data-id=\"9a0a642\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"1013\" height=\"871\" data-src=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image10.png\" class=\"attachment-large size-large wp-image-13170 lazyload\" alt=\"\" data-srcset=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image10.png 1013w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image10-300x258.png 300w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image10-768x660.png 768w\" data-sizes=\"(max-width: 1013px) 100vw, 1013px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 1013px; --smush-placeholder-aspect-ratio: 1013\/871;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">High level diagram of the architecture (source: Databricks)<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-aa30bc3 elementor-widget elementor-widget-text-editor\" data-id=\"aa30bc3\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>In the previous image we can see how the <strong>Control Plane<\/strong> remains in the databricks subscription, under its control, design and internal administration being shared by all users.<br \/>The main services contained are:<\/p><ul><li>Notebooks: All notebooks, results and configurations remain encrypted.<\/li><li>Job Scheduler<\/li><li>Rest API<\/li><li>Metastore: Hive metastore managed by databricks<\/li><li>Cluster manager: Requests virtual machines for clusters to be launched on the Data Plane.<\/li><\/ul><p>The <strong>Data Plane<\/strong> is inside the customer&#8217;s subscription and will therefore be managed by him. In this layer we find the jobs and clusters used for the execution of the ETLs, as well as the data used in them.<\/p><p>It is important to note that Databricks provides two network interfaces in each deployed node, one of them will route the traffic to the Control Plane and the other one will route the internal traffic between nodes (driver &#8211; executors).<\/p><p>Databricks offers two main methods to deploy the Data Plane, which we will discuss in depth later:<\/p><ul><li>On the one hand we have Databricks <em>managed VNET<\/em>, this being the deployment given by default where Databricks takes care of deploying the necessary resources within the client account.<\/li><li>On the other hand we have a second type of deployment Databricks <em>VNET injection<\/em> where the client is the one that provides the minimum resources necessary for the correct operation and communication against the control-plane.<\/li><\/ul><p>In both cases, the network topology in the Data Plane will be composed of two subnets.<\/p><ul><li>Container subnet or &#8220;private&#8221; subnet.<\/li><li>Host subnet or &#8220;public&#8221; subnet.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a675595 elementor-widget elementor-widget-image\" data-id=\"a675595\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"625\" height=\"540\" data-src=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image2.png\" class=\"attachment-large size-large wp-image-13172 lazyload\" alt=\"\" data-srcset=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image2.png 625w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image2-300x259.png 300w\" data-sizes=\"(max-width: 625px) 100vw, 625px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 625px; --smush-placeholder-aspect-ratio: 625\/540;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Databricks architecture in Azure (source: Databricks)<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fb46eef elementor-widget elementor-widget-text-editor\" data-id=\"fb46eef\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4><strong>Secure Cluster Connectivity <a href=\"#ref\">[2]<\/a><\/strong><\/h4><p>In more restrictive security contexts, it will be possible to assign a NAT gateway or other egress traffic devices such as a load balancer, firewall, etc, as a gateway to eliminate the need to assign public IP addresses to hosts.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d0c0e84 elementor-widget elementor-widget-image\" data-id=\"d0c0e84\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"860\" height=\"597\" data-src=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image8.png\" class=\"attachment-large size-large wp-image-13174 lazyload\" alt=\"\" data-srcset=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image8.png 860w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image8-300x208.png 300w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image8-768x533.png 768w\" data-sizes=\"(max-width: 860px) 100vw, 860px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 860px; --smush-placeholder-aspect-ratio: 860\/597;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Workspace connection with SCC (source: Databricks)<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-0c376cc elementor-widget elementor-widget-heading\" data-id=\"0c376cc\" data-element_type=\"widget\" id=\"planes\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Workload plans and types<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d74d722 elementor-widget elementor-widget-text-editor\" data-id=\"d74d722\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>In addition to the cost of the infrastructure used for processing and storage in Azure, Databricks performs a load expressed in DBU (processing units) depending on the type of instance lifted and its size, as well as the type of workload used. We distinguish 2 main types:<\/p><ul><li>Jobs Cluster: for execution of scheduled non-iterative pipelines, distinguished according to the size of the provisioned cluster into light or normal.Jobs are usually used by creating ephemeral clusters and being deleted after the execution of the jobs.<\/li><li>All purpose: Clusters used to work iteratively (MANDATORY for this use) allowing to run and develop different notebooks concurrently.<\/li><\/ul><p>In addition, depending on the type of <em>Standard <\/em>or <em>Premium <\/em>account contracted, additional charges will be made on the cost of the DBU.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e466bcd eael-dt-th-align-center eael-table-align-center elementor-widget elementor-widget-eael-data-table\" data-id=\"e466bcd\" data-element_type=\"widget\" data-widget_type=\"eael-data-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"eael-data-table-wrap\" data-table_id=\"e466bcd\" id=\"eael-data-table-wrapper-e466bcd\" data-custom_responsive=\"false\">\n\t\t\t<table class=\"tablesorter eael-data-table center\" id=\"eael-data-table-e466bcd\">\n\t\t\t    <thead>\n\t\t\t        <tr class=\"table-header\">\n\t\t\t\t\t\t\t\t\t            <th class=\"columna-vacia\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\"><\/span><\/th>\n\t\t\t        \t\t\t\t            <th class=\"\" id=\"\" colspan=\"2\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">AZURE PLAN<\/span><\/th>\n\t\t\t        \t\t\t\t        <\/tr>\n\t\t\t    <\/thead>\n\t\t\t  \t<tbody>\n\t\t\t\t\t\t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"columna-activa\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tStandard\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"columna-activa\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tPremium\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"columna-vacia\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tOne platform for your data analytics and ML workloads\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tData analytics and ML at scale across your business\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tJob Light Compute\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t$0,07\/DBU\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t$0,22\/DBU\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tJob Compute\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t$0,15\/DBU\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t$0,30\/DBU\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tSQL Compute\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tN\/A\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t$0,22\/DBU\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tAll-Purpose Compute\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t$0,40\/DBU\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t$0,55\/DBU\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t    <\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\t  \t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-5c07633 elementor-widget elementor-widget-text-editor\" data-id=\"5c07633\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em>Imputed cost per DBU for computational and architectural factors<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-fca13f3 eael-dt-th-align-center eael-table-align-center elementor-widget elementor-widget-eael-data-table\" data-id=\"fca13f3\" data-element_type=\"widget\" data-widget_type=\"eael-data-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"eael-data-table-wrap\" data-table_id=\"fca13f3\" id=\"eael-data-table-wrapper-fca13f3\" data-custom_responsive=\"false\">\n\t\t\t<table class=\"tablesorter eael-data-table center\" id=\"eael-data-table-fca13f3\">\n\t\t\t    <thead>\n\t\t\t        <tr class=\"table-header\">\n\t\t\t\t\t\t\t\t\t            <th class=\"columna-vacia\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\"><\/span><\/th>\n\t\t\t        \t\t\t\t            <th class=\"\" id=\"\" colspan=\"3\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">WORKLOAD TYPE (STANDARD TIER)<\/span><\/th>\n\t\t\t        \t\t\t\t        <\/tr>\n\t\t\t    <\/thead>\n\t\t\t  \t<tbody>\n\t\t\t\t\t\t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"columna-blue\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tFEATURE\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"columna-activa\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tJobs Light Comput\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"columna-activa\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tJobs compute\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"columna-activa\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tAll-purpose compute\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tManaged Apache Spark\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tJob scheduling with libraries\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tJob scheduling with notebooks\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tAutopilot clusters\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tDatabricks Runtime for ML\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tManaged MLflow\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tDelta Lake with Delta Engine\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tInteractive clusters\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tNotebooks and collaboration\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tEcosystem integrations\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t    <\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\t  \t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-2e6c2ac elementor-widget elementor-widget-text-editor\" data-id=\"2e6c2ac\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em>Characteristics by type of workload Standard plan<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-483c594 eael-dt-th-align-center eael-table-align-center elementor-widget elementor-widget-eael-data-table\" data-id=\"483c594\" data-element_type=\"widget\" data-widget_type=\"eael-data-table.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"eael-data-table-wrap\" data-table_id=\"483c594\" id=\"eael-data-table-wrapper-483c594\" data-custom_responsive=\"false\">\n\t\t\t<table class=\"tablesorter eael-data-table center\" id=\"eael-data-table-483c594\">\n\t\t\t    <thead>\n\t\t\t        <tr class=\"table-header\">\n\t\t\t\t\t\t\t\t\t            <th class=\"columna-vacia\" id=\"\" colspan=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\"><\/span><\/th>\n\t\t\t        \t\t\t\t            <th class=\"\" id=\"\" colspan=\"3\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"data-table-header-text\">WORKLOAD TYPE (STANDARD TIER)<\/span><\/th>\n\t\t\t        \t\t\t\t        <\/tr>\n\t\t\t    <\/thead>\n\t\t\t  \t<tbody>\n\t\t\t\t\t\t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"columna-blue\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tFEATURE\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"columna-activa\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tJobs Light Comput\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"columna-activa\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tJobs compute\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"columna-activa\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tAll-purpose compute\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tRole Based Access Control for clusters, jobs, <br>notebooks and tables\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tJDBC\/ODBC Endpoints Authentication\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tAudit Logs\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tAll Standard Plan Features\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tAzure AD credential passthrough\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tConditional Authentication\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tCluster Policies\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tIP Access List\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\"><div class=\"td-content\">\n\t\t\t\t\t\t\t\t\t\t\t\t\tToken Management API\n\n\n\n\t\t\t\t\t\t\t\t\t\t\t\t<\/div><\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t   \t\t\t\t\t\t\t\t\t\t\t<td colspan=\"\" rowspan=\"\" class=\"\" id=\"\">\n\t\t\t\t\t\t\t\t\t\t\t\t<div class=\"td-content-wrapper\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t                                                        <div class=\"eael-datatable-icon td-content\">\n                                                        <i class=\"fas fa-check\"><\/i>                                                        <\/div>\n                                                   \t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t\t\t<\/td>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t\t\t\t<tr>\n\t\t\t\t\t\t\t\t\t\t\t\t\t<\/tr>\n\t\t\t        \t\t\t    <\/tbody>\n\t\t\t<\/table>\n\t\t<\/div>\n\t  \t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-e192544 elementor-widget elementor-widget-text-editor\" data-id=\"e192544\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><em>Features by workload type Premium plan<\/em><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-ce8c917 elementor-widget elementor-widget-text-editor\" data-id=\"ce8c917\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>It is important to note that it is also possible to obtain discounts of up to 37% in the prices per DBU, by making purchases of these (DBCU or Databricks Commit Units) for 1 or 3 years.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3d5ca3c elementor-widget elementor-widget-heading\" data-id=\"3d5ca3c\" data-element_type=\"widget\" id=\"networking\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Networking<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-91292f9 elementor-widget elementor-widget-text-editor\" data-id=\"91292f9\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>In this section we will explain the two different types of deployment discussed above and their peculiarities in terms of connection and access to the Control Plane, as well as incoming\/outgoing traffic control.<\/p><h3><strong>Network managed by Databricks<\/strong><\/h3><p>In this alternative, Azure allows Databricks to deploy the Data Plane over our subscription, making available the resources that will allow the connection against the Control Plane and the deployment of jobs, clusters and other resources.<\/p><ul><li>The communication between the Data Plane and the Control Plane, regardless of having <em>Secure Cluster Connectivity (SCC)<\/em> enabled, will be done through Azure&#8217;s internal backbone, without routing traffic over the public network.<\/li><li>Secure Cluster Connectivity (SCC) can be enabled to work without public IPs.<\/li><li>The inbound\/outbound traffic of the clusters will be controlled by different rules by the network security group NSG that <u>cannot be modified by the user<\/u>.<\/li><\/ul><h3><strong><br \/>Customer managed network (VNET injection) <a href=\"#ref\">[1]<\/a><\/strong><\/h3><p>Databricks offers the possibility of being able to deploy the Data Plane over our own VNET managed by us. This solution offers greater versatility and control over the different components of our architecture.<\/p><ul><li>The communication between the Data plane and Control Plane will be done over the internal Azure backbone in the same way as in the network managed by Databricks seen above, also in the same way we can activate SCC.<\/li><li>In this case when owning our own VNET, we will have control over the rules defined in our NSGs.<\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-8867712 elementor-widget elementor-widget-image\" data-id=\"8867712\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"897\" height=\"539\" data-src=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image11.png\" class=\"attachment-large size-large wp-image-13185 lazyload\" alt=\"\" data-srcset=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image11.png 897w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image11-300x180.png 300w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image11-768x461.png 768w\" data-sizes=\"(max-width: 897px) 100vw, 897px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 897px; --smush-placeholder-aspect-ratio: 897\/539;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">NSG provisioned by Databricks by delegation on the customer's VNET (source: Databricks). <\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d55317c elementor-widget elementor-widget-text-editor\" data-id=\"d55317c\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<ul><li>You must be the owner of the VNET to allow Databricks to be delegated its configuration or resource deployment [<a href=\"#red\">3<\/a>].<\/li><li>We will be able to enable any architecture component we consider within our VNET as it will be managed by us:<ul><li>Connect Azure Databricks to other Azure services in a more secure way employing service endpoints or private endpoints.<\/li><li>Connect to your on-premise resources using user-defined routes.<\/li><li>Allows you to deploy a virtual network appliance to inspect traffic.<\/li><li>Custom DNS<\/li><li>Custom egress NSG rules<\/li><li>Increase the CIDR range of the network mask for the VNET between \/16 &#8211; \/24 and \/26 for the subnets.<\/li><\/ul><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-3921a9a elementor-widget elementor-widget-image\" data-id=\"3921a9a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"371\" height=\"295\" data-src=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image12.png\" class=\"attachment-large size-large wp-image-13187 lazyload\" alt=\"\" data-srcset=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image12.png 371w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image12-300x239.png 300w\" data-sizes=\"(max-width: 371px) 100vw, 371px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 371px; --smush-placeholder-aspect-ratio: 371\/295;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Diagram of connection via PrivateLink  with native Azure services (source: Databricks)<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65935fc elementor-widget elementor-widget-text-editor\" data-id=\"65935fc\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Among the peculiarities of both deployments, it is important to point out:<\/p><ul><li>It is not possible to replace an existing VNet in a workspace with another one, if it was necessary a new workspace, a new VNET must be created.<\/li><li>It is also not possible to add SCC to the workspace once it has already been created, if it was necessary, the workspace must also be recreated.<\/li><\/ul><p>\u00a0<\/p><h3><strong>Connections against the Control Plane<\/strong><\/h3>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9b114fe elementor-widget elementor-widget-image\" data-id=\"9b114fe\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"920\" height=\"830\" data-src=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image4.png\" class=\"attachment-large size-large wp-image-13189 lazyload\" alt=\"\" data-srcset=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image4.png 920w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image4-300x271.png 300w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image4-768x693.png 768w\" data-sizes=\"(max-width: 920px) 100vw, 920px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 920px; --smush-placeholder-aspect-ratio: 920\/830;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Databricks Control and Data Plane connection (source: Databricks)<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb56676 elementor-widget elementor-widget-text-editor\" data-id=\"cb56676\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>As we have previously discussed, <u>all communication with the Control Plane is done inside the Azure backbone by default [<\/u><a href=\"#ref\">2<\/a><u>]<\/u>. It should also be noted:<\/p><ul><li>At the network level, any connection made against the Control Plane when creating a cluster in the Data Plane is made via <strong>HTTPS <\/strong>(443) and over a different IP address than the one used for other Web application services or APIs.<\/li><li>When the Control Plane launches new jobs or performs other cluster administration tasks, these requests are sent to the cluster through this reverse tunnel.<\/li><li>To make connections between the Control and Data Plane, a public IP address will be enabled on the public subnet even if the traffic is subsequently routed within the backbone, and no ports will be left open or public IP addresses will be assigned on the clusters.<\/li><li>If in our use case more restrictive security conditions must be used, Databricks offers the possibility to activate the secure cluster connectivity option or , allowing to remove all public IP addresses to make the connection between the control and Data Plane, for this purpose will be used:<ul><li>By default in the network managed by Databrics (<em>managed VNET<\/em>) a <strong>NAT <\/strong>is enabled to be able to perform this communication.<\/li><li>If the customer deploys the infrastructure on its own network (<em>VNET Injection deployment<\/em>) it must provide a network device for outgoing traffic, which could be a NAT Gateway, Load Balancer, Azure Firewall or a third party device.<\/li><\/ul><\/li><\/ul>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-87be869 elementor-widget elementor-widget-heading\" data-id=\"87be869\" data-element_type=\"widget\" id=\"identidad\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Identity and Access Management<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-6dffb3d elementor-widget elementor-widget-text-editor\" data-id=\"6dffb3d\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Databricks offers different tools to manage access to our Azure resources and services in a simple and integrated way in the platform itself.<\/p><p>We can find tools such as IP filtering, SSO, usage permissions on Databricks services, access to secrets, etc.<br \/><br \/><\/p><h3><strong>IP access lists<\/strong><\/h3><p>Databricks allows administrators to define IP access lists to restrict access to the user interface and API to a specific set of IP addresses and subnets, allowing access only from the organization&#8217;s networks, and administrators can only manage IP access lists with the REST API.<br \/><br \/><\/p><h3><strong>Single sign on (SSO)<\/strong><\/h3><p>Through Azure Active Directory we will be able to configure SSO for all our Databricks users avoiding duplication in identity management.<br \/><br \/><\/p><h3><strong>System for Cross-domain Identity Management (SCIM)<\/strong><\/h3><p>Allows through an IdP (currently Azure Active Directory) to create users in Azure Databricks and grant them a level of permissions and stay synchronized, you must have a PREMIUM plan. If permissions are revoked the resources linked to this user are not deleted.<br \/><br \/><\/p><h3><strong>Access to resources<\/strong><\/h3><p>The main access to the different Databricks services will be given by the <em>entitlements <\/em>where it will be indicated if the group\/user will have access to each one of them (cluster creation, Databricks SQL, Workspaces).<\/p><p>On the other hand, within Databricks ACLs can be used to configure access to different resources such as clusters, tables, pools, jobs and workspace objects (notebooks, directories, models, etc). Granting this granularity on access to resources is only available through the PREMIUM plan, by default all users will have access to resources.<\/p><p>These permissions are managed from the administrator user or other users with delegated permissions.<\/p><p>There are 5 levels of permissions with their multiple implications depending on the resource to which they apply; <em>No permissions, can read, can run, can edit, can manage<\/em>.<\/p><p>The permissions associated with the resource to be used are indicated below. If two policies may overlap, the more restrictive option will take precedence over the other.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-604e50a elementor-widget elementor-widget-image\" data-id=\"604e50a\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"928\" height=\"467\" data-src=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image7.png\" class=\"attachment-large size-large wp-image-13193 lazyload\" alt=\"\" data-srcset=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image7.png 928w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image7-300x151.png 300w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image7-768x386.png 768w\" data-sizes=\"(max-width: 928px) 100vw, 928px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 928px; --smush-placeholder-aspect-ratio: 928\/467;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Permissions according to the level associated to the user on the workspace directories (Source: Databricks)<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-512f8bc elementor-widget elementor-widget-image\" data-id=\"512f8bc\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"936\" height=\"539\" data-src=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image6.png\" class=\"attachment-large size-large wp-image-13191 lazyload\" alt=\"\" data-srcset=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image6.png 936w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image6-300x173.png 300w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image6-768x442.png 768w\" data-sizes=\"(max-width: 936px) 100vw, 936px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 936px; --smush-placeholder-aspect-ratio: 936\/539;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Permissions according to the level associated to the user on the notebook (Source: Databricks)<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-bfdc2fd elementor-widget elementor-widget-image\" data-id=\"bfdc2fd\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"963\" height=\"555\" data-src=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image1.png\" class=\"attachment-large size-large wp-image-13195 lazyload\" alt=\"\" data-srcset=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image1.png 963w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image1-300x173.png 300w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image1-768x443.png 768w\" data-sizes=\"(max-width: 963px) 100vw, 963px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 963px; --smush-placeholder-aspect-ratio: 963\/555;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Permissions according to the level associated to the user on the repository (Source: Databricks)<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-839ea70 elementor-widget elementor-widget-text-editor\" data-id=\"839ea70\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h4><br \/><strong>Azure Datalake Storage<\/strong><\/h4><p>Through Azure Active Directory (Azure AD) you can authenticate directly from Databricks with Azure Datalake Storage Gen1 and 2, allowing the Databricks cluster to access these resources directly without the need of a <em>service principal<\/em>. Requires <em>PREMIUM <\/em>plan and enable credential passthrough in advanced options at the time of cluster creation in Databricks. Available in Standard and High Concurrency clusters.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7ac53e4 elementor-widget elementor-widget-image\" data-id=\"7ac53e4\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"806\" height=\"145\" data-src=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image5.png\" class=\"attachment-large size-large wp-image-13197 lazyload\" alt=\"\" data-srcset=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image5.png 806w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image5-300x54.png 300w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image5-768x138.png 768w\" data-sizes=\"(max-width: 806px) 100vw, 806px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 806px; --smush-placeholder-aspect-ratio: 806\/145;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Enabling credentials passthrough in the cluster configuration options (Source: Databricks)<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-07bc854 elementor-widget elementor-widget-text-editor\" data-id=\"07bc854\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Credential passthrough is an authentication method that uses the identity (Azure AD) used for authentication in Databricks to connect to Datalake. Access to data will be controlled through the RBAC roles (user level permissions) and ACLs (directory and file level permissions) configured.<\/p><p>Access control lists (ACLs) control access to the resource by checking if the entity you want to access has the appropriate permissions.<\/p><p>\u00a0<\/p><h3><strong>Secrets [<a href=\"#ref\">5<\/a>].<br \/><br \/><\/strong><\/h3><h4><strong>Access<\/strong><\/h4><p>By default, all users regardless of the contracted plan can create secrets and access them (<em>MANAGE<\/em> permission). Only through the <em>PREMIUM <\/em>plan it is possible to configure granular permissions to control access. The management of these can be done through Secrets API 2.0 or Databricks CLI (0.7.1 onwards).<\/p><p>Secrets are managed at the scope level (collection of secrets identified by a name), specifically an ACL controls the relationship between the principal (user or group), the scope and the permission level. For example: when a user accesses the secret from a notebook via Secrets utility the permission level is applied based on who executes the command.<\/p><p>By default, when a scope is created a <em>MANAGE <\/em>permission level is applied to it, however the user who creates the scope can add granular permissions.<\/p><p>We distinguish 3 permission levels in Databricks-backed scopes:<\/p><ul><li>MANAGE: can modify ACLs and also has read and write permissions on the scope.<\/li><li>WRITE: has read and write permissions on the scope.<\/li><li>READ: only has read permissions on the scope and the secrets to which it has access.<\/li><\/ul><p><u>The administrator users of the workspace have access to all the secrets of all the scopes.<\/u><\/p><h4><strong>Storage<\/strong><\/h4><p>The secrets can be referenced from the scopes that in turn will reference their respective vaults where the secrets are stored.<\/p><p>There are two types of storage media for secrets:<\/p><ul><li>Databricks-backed<\/li><li>Azure Key Vault<\/li><\/ul><p>We can use <em>Databricks-backed<\/em> as a storage medium for the secrets without the need for a <em>PREMIUM <\/em>plan, however either to use <em>Azure Key Vault<\/em> or on the other hand the use of granular permissions in both cases, it will be necessary to hire the <em>PREMIUM <\/em>plan.<\/p><p>It is important to note that if the Key Vault exists in a different tenant than the one hosting the Databricks workspace, the user creating the scope must have permissions to create service principals on the tenant&#8217;s key vault, otherwise the following error will be thrown.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-68cf27a elementor-widget elementor-widget-elementor-syntax-highlighter\" data-id=\"68cf27a\" data-element_type=\"widget\" data-widget_type=\"elementor-syntax-highlighter.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<pre><code class='language-python'>Unable to grant read\/list permission to Databricks service principal to KeyVault <\/code><\/pre><script>\nif (!document.getElementById('syntaxed-prism')) {\n\tvar my_awesome_script = document.createElement('script');\n\tmy_awesome_script.setAttribute('src','https:\/\/bluetab.net\/wp-content\/plugins\/syntax-highlighter-for-elementor\/assets\/prism2.js');\n\tmy_awesome_script.setAttribute('id','syntaxed-prism');\n\tdocument.body.appendChild(my_awesome_script);\n} else {\n\twindow.Prism && Prism.highlightAll();\n}\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-975d479 elementor-widget elementor-widget-text-editor\" data-id=\"975d479\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Because <em>Azure Key Vault<\/em> is external to Databricks, only read operations will be possible by default and cannot be managed from the Secrets API 2.0, Azure SetSecrets REST API or from the Azure UI portal must be used instead.<\/p><p>It is important to note,<u> that all users will have access to the secrets of the same KEY VAULT even if they are in different scopes<\/u>, it is considered good practice to replicate the secrets in different Key Vaults according to subgroups even if they may be redundant.<\/p><p>Now with RBAC [<a href=\"#_eln7tuerkcmb\">4<\/a>] (role-based access control) it is possible to control the access to the secrets of the Vault that have this service activated through different roles, these roles must be assigned to the user.<\/p><p>The scopes can be consumed from the dbutils library, if the value is loaded correctly it appears as REDACTED.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-9e4ed01 elementor-widget elementor-widget-elementor-syntax-highlighter\" data-id=\"9e4ed01\" data-element_type=\"widget\" data-widget_type=\"elementor-syntax-highlighter.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<pre><code class='language-python'>dbutils.secrets.get(scope = &quot;scope_databricks_scope_name&quot;, key = &quot;secret_name&quot;) <\/code><\/pre><script>\nif (!document.getElementById('syntaxed-prism')) {\n\tvar my_awesome_script = document.createElement('script');\n\tmy_awesome_script.setAttribute('src','https:\/\/bluetab.net\/wp-content\/plugins\/syntax-highlighter-for-elementor\/assets\/prism2.js');\n\tmy_awesome_script.setAttribute('id','syntaxed-prism');\n\tdocument.body.appendChild(my_awesome_script);\n} else {\n\twindow.Prism && Prism.highlightAll();\n}\n<\/script>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-76bc604 elementor-widget elementor-widget-text-editor\" data-id=\"76bc604\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h3><strong>On-premise connections<\/strong><\/h3><p>Finally, it is necessary to comment that it is also possible to establish an on-premise connection for our Data Plane in Azure, for this <u>it is essential that it is hosted in our own network<\/u> (VNET injection).<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-a474dba elementor-widget elementor-widget-image\" data-id=\"a474dba\" data-element_type=\"widget\" data-widget_type=\"image.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t\t\t\t<figure class=\"wp-caption\">\n\t\t\t\t\t\t\t\t\t\t<img decoding=\"async\" width=\"889\" height=\"323\" data-src=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image3.png\" class=\"attachment-large size-large wp-image-13199 lazyload\" alt=\"\" data-srcset=\"https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image3.png 889w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image3-300x109.png 300w, https:\/\/bluetab.com\/wp-content\/uploads\/2022\/02\/image3-768x279.png 768w\" data-sizes=\"(max-width: 889px) 100vw, 889px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 889px; --smush-placeholder-aspect-ratio: 889\/323;\" \/>\t\t\t\t\t\t\t\t\t\t\t<figcaption class=\"widget-image-caption wp-caption-text\">Databricks architecture in Azure (source: Databricks)<\/figcaption>\n\t\t\t\t\t\t\t\t\t\t<\/figure>\n\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-328bc04 elementor-widget elementor-widget-text-editor\" data-id=\"328bc04\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>Azure defines as the main method to establish this on-premise connection using Transit Virtual Network, following these steps:<\/p><ol><li>Create a Network Gateway (VPN or ExpressRoute) between the transit network and on-premise, for this we must create both the Customer Gateway on the on-premise side and the Virtual Gateway on the Azure side.<\/li><li>Establish the peering between the Data Plane and the transit network. Once the peering is established Azure Transit configures all the routes, however the return routes to the Control Plane for the Databricks clusters are not included, for this the user-defined routes should be configured and associated to the subnets of the Data Plane.<\/li><\/ol><p>Other alternative solutions could also be employed through the use of Custom DNS or the use of a virtual appliance or firewalls.<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-30687e6 elementor-widget elementor-widget-spacer\" data-id=\"30687e6\" data-element_type=\"widget\" id=\"ref\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-7b2b8ef elementor-widget elementor-widget-heading\" data-id=\"7b2b8ef\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h2 class=\"elementor-heading-title elementor-size-default\">Referencias<\/h2>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-b2cda70 elementor-widget elementor-widget-text-editor\" data-id=\"b2cda70\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>[1] Customer-managed VNET Databricks guide. [<a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/databricks\/administration-guide\/cloud-configurations\/azure\/vnet-inject\">link<\/a>] (January 26, 2022)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-861b035 elementor-widget elementor-widget-text-editor\" data-id=\"861b035\" data-element_type=\"widget\" id=\"dos\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>[2] Secure Cluster Connectivity. [<a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/databricks\/security\/secure-cluster-connectivity\">link<\/a>] (January 26, 2022)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-d5ede87 elementor-widget elementor-widget-text-editor\" data-id=\"d5ede87\" data-element_type=\"widget\" id=\"tres\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>[3] Subnetwork Delegation. [<a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/virtual-network\/subnet-delegation-overview\">link<\/a>] (January 3, 2022)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-cb918fe elementor-widget elementor-widget-text-editor\" data-id=\"cb918fe\" data-element_type=\"widget\" id=\"cuatro\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>[4] Role-based access control [<a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/key-vault\/general\/rbac-guide?tabs=azure-cli\">link<\/a>] (October 27, 2021)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-755de7c elementor-widget elementor-widget-text-editor\" data-id=\"755de7c\" data-element_type=\"widget\" id=\"cinco\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>[5] Databricks secret scopes [<a href=\"https:\/\/docs.microsoft.com\/en-us\/azure\/databricks\/security\/secrets\/secret-scopes\">link<\/a>] (January 26, 2022)<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-65c3381 elementor-widget elementor-widget-spacer\" data-id=\"65c3381\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-f668113 nav-column elementor-hidden-phone\" data-id=\"f668113\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-0508221 nav-post elementor-widget elementor-widget-text-editor\" data-id=\"0508221\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<h6><strong>Navegation<\/strong><\/h6><p><a href=\"#glosario\">Glossary<\/a><\/p><p><a href=\"#arquitectura\">Architecture<\/a><\/p><p><a href=\"#planes\">Workload plans and types<\/a><\/p><p><a href=\"#networking\">Networking<\/a><\/p><p><a href=\"#identidad\">Identity and Access Management<\/a><\/p><p><a href=\"#ref\">References<\/a><\/p><p><a href=\"#autores\">Authors<\/a><\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-09395a3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"09395a3\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-top-column elementor-element elementor-element-2ba3c08\" data-id=\"2ba3c08\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-e1b6cd3 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"e1b6cd3\" data-element_type=\"section\" data-settings=\"{&quot;background_background&quot;:&quot;classic&quot;}\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-100 elementor-inner-column elementor-element elementor-element-04865a0\" data-id=\"04865a0\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-65f4ef0 elementor-widget elementor-widget-heading\" data-id=\"65f4ef0\" data-element_type=\"widget\" data-widget_type=\"heading.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<h5 class=\"elementor-heading-title elementor-size-default\">Do you want to know more about what we offer and to see other success stories?<\/h5>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<div class=\"elementor-element elementor-element-81ca89c elementor-align-center elementor-widget elementor-widget-button\" data-id=\"81ca89c\" data-element_type=\"widget\" data-widget_type=\"button.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-button-wrapper\">\n\t\t\t\t\t<a class=\"elementor-button elementor-button-link elementor-size-sm\" href=\"\/es\/\">\n\t\t\t\t\t\t<span class=\"elementor-button-content-wrapper\">\n\t\t\t\t\t\t\t\t\t<span class=\"elementor-button-text\">DISCOVER BLUETAB<\/span>\n\t\t\t\t\t<\/span>\n\t\t\t\t\t<\/a>\n\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-7a7e9b1 elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"7a7e9b1\" data-element_type=\"section\" id=\"autores\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-0225831\" data-id=\"0225831\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap\">\n\t\t\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-816937f\" data-id=\"816937f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-756365e elementor-share-buttons--view-icon elementor-share-buttons--skin-minimal elementor-share-buttons--shape-circle elementor-grid-0 elementor-share-buttons--color-official elementor-widget elementor-widget-share-buttons\" data-id=\"756365e\" data-element_type=\"widget\" data-widget_type=\"share-buttons.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-grid\" role=\"list\">\n\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_twitter\" role=\"button\" tabindex=\"0\" aria-label=\"Share on twitter\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-twitter\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t\t\t\t<div class=\"elementor-grid-item\" role=\"listitem\">\n\t\t\t\t\t\t<div class=\"elementor-share-btn elementor-share-btn_linkedin\" role=\"button\" tabindex=\"0\" aria-label=\"Share on linkedin\">\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<span class=\"elementor-share-btn__icon\">\n\t\t\t\t\t\t\t\t<i class=\"fab fa-linkedin\" aria-hidden=\"true\"><\/i>\t\t\t\t\t\t\t<\/span>\n\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-2bb61bc elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"2bb61bc\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-34c49e9\" data-id=\"34c49e9\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8eed0f2 elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"8eed0f2\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><a href=\"https:\/\/www.linkedin.com\/in\/francisco-linaje-024499175\/\" target=\"_blank\" tabindex=\"-1\"><img decoding=\"async\" width=\"150\" height=\"150\" data-src=\"https:\/\/bluetab.com\/wp-content\/uploads\/2021\/10\/Francisco-150x150.jpg\" class=\"attachment-thumbnail size-thumbnail wp-image-12383 lazyload\" alt=\"\" data-srcset=\"https:\/\/bluetab.net\/wp-content\/uploads\/2021\/10\/Francisco-150x150.jpg 150w, https:\/\/bluetab.net\/wp-content\/uploads\/2021\/10\/Francisco-300x300.jpg 300w, https:\/\/bluetab.net\/wp-content\/uploads\/2021\/10\/Francisco-75x75.jpg 75w, https:\/\/bluetab.net\/wp-content\/uploads\/2021\/10\/Francisco.jpg 384w\" data-sizes=\"(max-width: 150px) 100vw, 150px\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" style=\"--smush-placeholder-width: 150px; --smush-placeholder-aspect-ratio: 150\/150;\" \/><\/a><\/figure><div class=\"elementor-image-box-content\"><h4 class=\"elementor-image-box-title\"><a href=\"https:\/\/www.linkedin.com\/in\/francisco-linaje-024499175\/\" target=\"_blank\">Francisco Linaje<\/a><\/h4><p class=\"elementor-image-box-description\">AWS Solutions Architect<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-inner-column elementor-element elementor-element-8c49e9b\" data-id=\"8c49e9b\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-8aac048 elementor-position-left elementor-vertical-align-middle elementor-widget elementor-widget-image-box\" data-id=\"8aac048\" data-element_type=\"widget\" data-widget_type=\"image-box.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t<div class=\"elementor-image-box-wrapper\"><figure class=\"elementor-image-box-img\"><a href=\"https:\/\/www.linkedin.com\/in\/gabriel-gallardo-ruiz-9042a0212\/\" target=\"_blank\" tabindex=\"-1\"><img decoding=\"async\" data-src=\"https:\/\/bluetab.net\/wp-content\/uploads\/2020\/10\/avatarP-bluetab.jpg.png\" title=\"\" alt=\"\" src=\"data:image\/svg+xml;base64,PHN2ZyB3aWR0aD0iMSIgaGVpZ2h0PSIxIiB4bWxucz0iaHR0cDovL3d3dy53My5vcmcvMjAwMC9zdmciPjwvc3ZnPg==\" class=\"lazyload\" style=\"--smush-placeholder-width: 300px; --smush-placeholder-aspect-ratio: 300\/300;\" \/><\/a><\/figure><div class=\"elementor-image-box-content\"><h4 class=\"elementor-image-box-title\"><a href=\"https:\/\/www.linkedin.com\/in\/gabriel-gallardo-ruiz-9042a0212\/\" target=\"_blank\">Gabriel Gallardo Ruiz<\/a><\/h4><p class=\"elementor-image-box-description\">Senior Data Architect<\/p><\/div><\/div>\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<div class=\"elementor-element elementor-element-1ec3a45 elementor-widget elementor-widget-spacer\" data-id=\"1ec3a45\" data-element_type=\"widget\" data-widget_type=\"spacer.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<div class=\"elementor-spacer\">\n\t\t\t<div class=\"elementor-spacer-inner\"><\/div>\n\t\t<\/div>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<section class=\"elementor-section elementor-top-section elementor-element elementor-element-43d338a elementor-section-full_width elementor-section-height-default elementor-section-height-default\" data-id=\"43d338a\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-e3404e6\" data-id=\"e3404e6\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-dc6964f elementor-widget elementor-widget-text-editor\" data-id=\"dc6964f\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p><b>SOLUTIONS<\/b>, WE ARE EXPERTS<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t<section class=\"elementor-section elementor-inner-section elementor-element elementor-element-4b9bb6e elementor-section-boxed elementor-section-height-default elementor-section-height-default\" data-id=\"4b9bb6e\" data-element_type=\"section\">\n\t\t\t\t\t\t<div class=\"elementor-container elementor-column-gap-default\">\n\t\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-aa67507\" data-id=\"aa67507\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-39b927b elementor-cta--skin-cover elementor-cta--valign-middle elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"39b927b\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<a class=\"elementor-cta\" href=\"\/es\/soluciones\/data-strategy\/\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg lazyload\" style=\"background-image:inherit;\" role=\"img\" aria-label=\"strategy-opt\" data-bg-image=\"url(https:\/\/bluetab.com\/wp-content\/uploads\/2020\/10\/strategy-opt.jpg)\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item elementor-animated-item--grow\">\n\t\t\t\t\t\tDATA STRATEGY\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-9c88681\" data-id=\"9c88681\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-7c40f3b elementor-cta--skin-cover elementor-cta--valign-middle elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"7c40f3b\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<a class=\"elementor-cta\" href=\"\/es\/soluciones\/data-fabric\/\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg lazyload\" style=\"background-image:inherit;\" role=\"img\" aria-label=\"fabric-opt\" data-bg-image=\"url(https:\/\/bluetab.com\/wp-content\/uploads\/2020\/10\/fabric-opt.jpg)\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item elementor-animated-item--grow\">\n\t\t\t\t\t\tDATA FABRIC\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-33 elementor-inner-column elementor-element elementor-element-9eadb8f\" data-id=\"9eadb8f\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-4509374 elementor-cta--skin-cover elementor-cta--valign-middle elementor-animated-content elementor-bg-transform elementor-bg-transform-zoom-in elementor-widget elementor-widget-call-to-action\" data-id=\"4509374\" data-element_type=\"widget\" data-widget_type=\"call-to-action.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t<a class=\"elementor-cta\" href=\"\/es\/soluciones\/augmented-analytics\/\">\n\t\t\t\t\t<div class=\"elementor-cta__bg-wrapper\">\n\t\t\t\t<div class=\"elementor-cta__bg elementor-bg lazyload\" style=\"background-image:inherit;\" role=\"img\" aria-label=\"AUGMENTED-ANALYTICS-opt\" data-bg-image=\"url(https:\/\/bluetab.com\/wp-content\/uploads\/2020\/10\/AUGMENTED-ANALYTICS-opt.jpg)\"><\/div>\n\t\t\t\t<div class=\"elementor-cta__bg-overlay\"><\/div>\n\t\t\t<\/div>\n\t\t\t\t\t\t\t<div class=\"elementor-cta__content\">\n\t\t\t\t\n\t\t\t\t\t\t\t\t\t<h5 class=\"elementor-cta__title elementor-cta__content-item elementor-content-item elementor-animated-item--grow\">\n\t\t\t\t\t\tAUGMENTED ANALYTICS\t\t\t\t\t<\/h5>\n\t\t\t\t\n\t\t\t\t\n\t\t\t\t\t\t\t<\/div>\n\t\t\t\t\t\t<\/a>\n\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t<div class=\"elementor-column elementor-col-50 elementor-top-column elementor-element elementor-element-ace206e\" data-id=\"ace206e\" data-element_type=\"column\">\n\t\t\t<div class=\"elementor-widget-wrap elementor-element-populated\">\n\t\t\t\t\t\t<div class=\"elementor-element elementor-element-2424739 elementor-widget elementor-widget-text-editor\" data-id=\"2424739\" data-element_type=\"widget\" data-widget_type=\"text-editor.default\">\n\t\t\t\t<div class=\"elementor-widget-container\">\n\t\t\t\t\t\t\t\t\t<p>You may be interested in<\/p>\t\t\t\t\t\t\t\t<\/div>\n\t\t\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/div>\n\t\t\t\t\t<\/div>\n\t\t<\/section>\n\t\t\t\t<\/div>\n\t\t","protected":false},"excerpt":{"rendered":"<p>Databricks on Azure &#8211; An architecture perspective (part 1) Compartir en twitter Compartir en linkedin Francisco Linaje AWS Solutions Architect Gabriel Gallardo Ruiz Senior Data Architect Databricks aims to provide an intuitive environment for the non-specialist users to develop the different functions in data engineering and data science, also providing a data governance and management [&hellip;]<\/p>\n","protected":false},"author":1,"featured_media":12838,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"elementor_header_footer","format":"standard","meta":{"inline_featured_image":false,"_uag_custom_page_level_css":"","_genesis_hide_title":false,"_genesis_hide_breadcrumbs":false,"_genesis_hide_singular_image":false,"_genesis_hide_footer_widgets":false,"_genesis_custom_body_class":"","_genesis_custom_post_class":"","_genesis_layout":"content-sidebar","footnotes":""},"categories":[19,634,668,633],"tags":[],"class_list":{"0":"post-13218","1":"post","2":"type-post","3":"status-publish","4":"format-standard","5":"has-post-thumbnail","7":"category-blog","8":"category-outstanding","9":"category-practices-en","10":"category-tech-en","11":"entry"},"uagb_featured_image_src":{"full":["https:\/\/bluetab.net\/wp-content\/uploads\/2022\/01\/databricks.png",657,361,false],"thumbnail":["https:\/\/bluetab.net\/wp-content\/uploads\/2022\/01\/databricks-150x150.png",150,150,true],"medium":["https:\/\/bluetab.net\/wp-content\/uploads\/2022\/01\/databricks-300x165.png",300,165,true],"medium_large":["https:\/\/bluetab.net\/wp-content\/uploads\/2022\/01\/databricks.png",657,361,false],"large":["https:\/\/bluetab.net\/wp-content\/uploads\/2022\/01\/databricks.png",657,361,false],"1536x1536":["https:\/\/bluetab.net\/wp-content\/uploads\/2022\/01\/databricks.png",657,361,false],"2048x2048":["https:\/\/bluetab.net\/wp-content\/uploads\/2022\/01\/databricks.png",657,361,false],"sidebar-featured":["https:\/\/bluetab.net\/wp-content\/uploads\/2022\/01\/databricks-75x75.png",75,75,true],"genesis-singular-images":["https:\/\/bluetab.net\/wp-content\/uploads\/2022\/01\/databricks.png",657,361,false]},"uagb_author_info":{"display_name":"Bluetab","author_link":"https:\/\/bluetab.net\/en\/author\/user\/"},"uagb_comment_info":0,"uagb_excerpt":"Databricks on Azure &#8211; An architecture perspective (part 1) Compartir en twitter Compartir en linkedin Francisco Linaje AWS Solutions Architect Gabriel Gallardo Ruiz Senior Data Architect Databricks aims to provide an intuitive environment for the non-specialist users to develop the different functions in data engineering and data science, also providing a data governance and management&hellip;","_links":{"self":[{"href":"https:\/\/bluetab.net\/en\/wp-json\/wp\/v2\/posts\/13218","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/bluetab.net\/en\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/bluetab.net\/en\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/bluetab.net\/en\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/bluetab.net\/en\/wp-json\/wp\/v2\/comments?post=13218"}],"version-history":[{"count":41,"href":"https:\/\/bluetab.net\/en\/wp-json\/wp\/v2\/posts\/13218\/revisions"}],"predecessor-version":[{"id":13504,"href":"https:\/\/bluetab.net\/en\/wp-json\/wp\/v2\/posts\/13218\/revisions\/13504"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/bluetab.net\/en\/wp-json\/wp\/v2\/media\/12838"}],"wp:attachment":[{"href":"https:\/\/bluetab.net\/en\/wp-json\/wp\/v2\/media?parent=13218"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/bluetab.net\/en\/wp-json\/wp\/v2\/categories?post=13218"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/bluetab.net\/en\/wp-json\/wp\/v2\/tags?post=13218"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}