{"id":53190,"date":"2025-04-23T10:34:11","date_gmt":"2025-04-23T10:34:11","guid":{"rendered":"https:\/\/www.bravent.net\/?p=53190"},"modified":"2025-04-23T10:34:50","modified_gmt":"2025-04-23T10:34:50","slug":"smarter-automation-and-development-in-microsoft-fabric-cli-variables-and-custom-functions","status":"publish","type":"post","link":"https:\/\/www.bravent.net\/en\/news\/smarter-automation-and-development-in-microsoft-fabric-cli-variables-and-custom-functions","title":{"rendered":"Smarter Automation and Development in Microsoft Fabric: CLI, Variables and Custom Functions"},"content":{"rendered":"<div class=\"wpb-content-wrapper\"><section class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12  col-xs-mobile-fullwidth\"><div class=\"vc_column-inner \"><div class=\"wpb_wrapper\"><div class=\"last-paragraph-no-margin\"><p>The evolution of <a href=\"https:\/\/www.bravent.net\/en\/services\/data-analytics\/\">Microsoft Fabric<\/a> continues to open up new possibilities for data teams, developers and engineers. In an ecosystem where automation, operational efficiency and scalability are key, the latest features announced reinforce the commitment to a more intelligent, centralized and adaptable development for each organization.<\/p>\n<p>In this article, we analyze three of the most relevant new features for advanced technical management in Fabric: <strong>Fabric CLI (Preview), Variable Library (Preview) and User Data Functions<\/strong>. All of them designed to facilitate continuous integration, customize flows and scale with agility.<\/p>\n<\/div>[vc_empty_space]<\/div><\/div><\/div><\/section><section class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12  col-xs-mobile-fullwidth\"><div class=\"vc_column-inner \"><div class=\"wpb_wrapper\"><div class=\"last-paragraph-no-margin\"><h2>Fabric CLI: automated development at the command line<\/h2>\n<p><a href=\"https:\/\/learn.microsoft.com\/en-us\/fabric\/admin\/fabric-command-line-interface\">Fabric CLI<\/a> (Command Line Interface) is the new tool that allows teams to interact with Microsoft Fabric directly from the terminal. This breakthrough represents a before and after for DevOps environments, as it facilitates integration with CI\/CD pipelines, enables automatic deployment and management of data artifacts, and accelerates development from local environments.<\/p>\n<p><strong>What does Fabric CLI enable?<\/strong><\/p>\n<ul>\n<li>Create, publish and update elements such as pipelines, notebooks or lakehouses from the terminal.<\/li>\n<li>Automate deployments in development, test or production environments.<\/li>\n<li>Integrate with version control systems such as Git to apply good collaborative development practices.<\/li>\n<\/ul>\n<p>This functionality is especially designed for teams that need speed and control in their work environments, and are looking for a more agile and reproducible development.<\/p>\n<\/div>[vc_empty_space]<\/div><\/div><\/div><\/section><section class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12  col-xs-mobile-fullwidth\"><div class=\"vc_column-inner \"><div class=\"wpb_wrapper\"><div class=\"last-paragraph-no-margin\"><h2>Variable Library (Preview): consistency and reusability in your pipelines<\/h2>\n<p>The use of variables is fundamental in any automation environment. With the <a href=\"https:\/\/learn.microsoft.com\/en-us\/fabric\/cicd\/variable-library\/variable-library-overview#variable-library-structure\">Variable Library<\/a> <strong>(currently in Preview)<\/strong>, Microsoft Fabric introduces a new way to centrally manage variables, facilitating the reuse of key values between pipelines, notebooks and other data artifacts.<\/p>\n<p><strong>What are the benefits?<\/strong><\/p>\n<ul>\n<li>Secure storage of sensitive or configuration variables.<\/li>\n<li>Consistency across multiple environments without manually duplicating values.<\/li>\n<li>Improved traceability and maintainability of projects.<\/li>\n<\/ul>\n<p>This is especially useful in CI\/CD strategies, where environment variables play a critical role in dynamic process configuration.<\/p>\n<\/div>[vc_empty_space]<div class=\"last-paragraph-no-margin\"><h2>User Data Functions: customize analysis with user-defined functions<\/h2>\n<p><a href=\"https:\/\/learn.microsoft.com\/en-us\/sql\/t-sql\/statements\/create-function-sql-data-warehouse?view=aps-pdw-2016-au7\">User Data Functions (UDF)<\/a> take data analysis customization to the next level. It is now possible to define reusable and parameterizable functions directly within the Fabric environment, using DAX or SQL expressions, and apply them across multiple reports and datasets.<\/p>\n<p><strong>Why are they important?<\/strong><\/p>\n<ul>\n<li>They encourage the reuse of business logic in different projects.<\/li>\n<li>They increase accuracy and control over custom calculations.<\/li>\n<li>Facilitate the maintenance of complex data models.<\/li>\n<\/ul>\n<p>Being natively integrated, UDFs allow to reduce redundancies and align calculations to business standards in a more structured way.<\/p>\n<\/div>[vc_empty_space]<div class=\"last-paragraph-no-margin\"><h2>Conclusion: one more step towards efficiency and scalability<\/h2>\n<p>Microsoft Fabric continues to consolidate its position as an integral platform for advanced data management, and these three new features are proof of this. It is no longer just about storing and visualizing data, but about building solid, automated solutions that are adaptable to real business requirements.<\/p>\n<p>Whether you&#8217;re looking to scale your data flows, improve version control or customize your analytics, these new features are leading the way to smarter, more connected development.<\/p>\n<\/div>[vc_empty_space]<\/div><\/div><\/div><\/section><section class=\"vc_row wpb_row vc_row-fluid\"><div class=\"wpb_column vc_column_container vc_col-sm-12  col-xs-mobile-fullwidth\"><div class=\"vc_column-inner \"><div class=\"wpb_wrapper\">[vc_separator]<div class=\"last-paragraph-no-margin\"><p>For more details, you can contact us at <span class=\"ui-provider ee bvt bsm byx byy byz bza bzb bzc bzd bze bzf bzg bzh bzi bzj bzk bzl bzm bzn bzo bzp bzq bzr bzs bzt bzu bzv bzw bzx bzy bzz caa cab cac\" dir=\"ltr\"><a class=\"fui-Link ___1rxvrpe f2hkw1w f3rmtva f1ewtqcl fyind8e f1k6fduh f1w7gpdv fk6fouc fjoy568 figsok6 f1hu3pq6 f11qmguv f19f4twv f1tyq0we f1g0x7ka fhxju0i f1qch9an f1cnd47f fqv5qza f1vmzxwi f1o700av f13mvf36 f1cmlufx f9n3di6 f1ids18y f1tx3yz7 f1deo86v f1eh06m1 f1iescvh fhgqx19 f1olyrje f1p93eir f1nev41a f1h8hb77 f1lqvz6u f10aw75t fsle3fq f17ae5zn\" title=\"mailto:info@bravent.net\" href=\"mailto:Info@bravent.net\" target=\"_blank\" rel=\"noreferrer noopener\" aria-label=\"Link Info@bravent.net\">Info@bravent.net<\/a><\/span><\/p>\n<\/div><\/div><\/div><\/div><\/section>\n<\/div>","protected":false},"excerpt":{"rendered":"<p>Explore how Fabric CLI, Variable Library and User Data Functions are transforming development and automation in Microsoft Fabric.<\/p>\n","protected":false},"author":23,"featured_media":53185,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"inline_featured_image":false,"footnotes":"","_links_to":"","_links_to_target":""},"categories":[743,736],"tags":[948,941,737,763,569,741,932,927,557,864],"class_list":["post-53190","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-bravent-en","category-news-en","tag-business-strategy","tag-data-en","tag-digitalizacion-en","tag-innovacion-en","tag-microsoft-en","tag-microsoft-en-2","tag-microsoft-partner-en","tag-partnership","tag-security","tag-technology-en"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v28.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>Automation in Microsoft Fabric<\/title>\n<meta name=\"description\" content=\"Explore how Fabric CLI, Variable Library and User Data Functions are transforming development and 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