Microsoft Fabric Updates Blog

Integrating Azure API Management with Fabric API for GraphQL

Introduction Integrating Azure API Management (APIM) with Microsoft Fabric’s API for GraphQL can significantly enhance your API’s capabilities by providing robust scalability and security features such as identity management, rate limiting, and caching. This post will guide you through the process of setting up and configuring these features. You may not be familiar with API …

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Privacy by Design: PII Detection and Anonymization with PySpark on Microsoft Fabric

Introduction Whether you’re building analytics pipelines or conversational AI systems, the risk of exposing sensitive data is real. AI models trained on unfiltered datasets can inadvertently memorize and regurgitate PII, leading to compliance violations and reputational damage. This blog explores how to build scalable, secure, and compliant data workflows using PySpark, Microsoft Presidio, and Faker—covering …

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Introducing upgrades to AI functions for better performance—and lower costs

Earlier this year, we released AI functions in public preview, allowing Fabric customers to apply LLM-powered transformations to OneLake data simply and seamlessly, in a single line of code. Since then, we’ve continued iterating on AI functions in response to your feedback. Let’s explore the latest updates, which make AI functions more powerful, more cost-effective, …

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Refresh SQL analytics endpoint Metadata REST API (Preview)

We’re excited to announce that the long-awaited refresh SQL analytics endpoint metadata REST API is now available in preview. You can now programmatically trigger a refresh of your SQL analytics endpoint to keep tables in sync with any changes made in the parent artifact, ensuring that you can keep your data up to date as needed. …

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How to debug user data functions locally in VS Code

Debugging your code is a big deal, especially when you’re working with user data functions. You want to make sure everything works as it should and that’s where local debugging lets you catch problems in your code without messing with the live environment. In this blog post, I’ll walk you through the steps to make local debugging easier, faster, and less of a headache.