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Logic Apps Aviators Newsletter - May 2025
In this issue: Ace Aviator of the Month News from our product group Community Playbook News from our community Ace Aviator of the Month May’s Ace Aviator: Calle Andersson & Cloud at Contica What's your role and title? What are your responsibilities? I’m an IT Security Expert, integration security enthusiast, and full-time breaker of bad security defaults. I'm spending my days at Contica where I serve as Head of Security – Integration & Cloud. My day job involves helping customers secure their Azure environments, focusing on Logic Apps, Function Apps, API Management, and the rest of the Azure Integration Services family. I’m also working on building managed services focused on security posture and threat detection making secure delivery of integration platforms the default, not the exception. I’m trying to make “secure by design” feel less like a personal hobby for the one paranoid person on the team, and more like something the entire delivery process just quietly gets right. Can you give us some insights into your day-to-day activities and what a typical day in your role looks like? A big part of my day revolves around helping customers design secure patterns and infrastructure in Azure. That includes everything from shaping network boundaries and authentication flows, to figuring out how to make security practical and scalable. I spend a lot of time reviewing architecture, reading documentation, and testing different configurations, always looking for ways to improve how security is built into the platform itself, not just added on top. It’s part deep technical work, part strategy, and part translating complex security concepts into something teams can actually use. I also work closely with our developers, supporting them in security related questions and helping them navigate things like identity, permissions, and secure machine-to-machine communication. There is also many meetings with different stakeholders to raise awareness, guide decisions, and provide better insight into the actual security posture of their integration platforms. What motivates and inspires you to be an active member of the Aviators/Microsoft community? I genuinely enjoy learning and mastering new skills, and writing technical blog posts or sharing insights is a great way for me to reflect on what I’ve learned, while hopefully making someone else’s day a bit easier. I’ve also met a lot of brilliant people through the community, and it’s incredibly motivating to be surrounded by others who are just as nerdy passionate about secure design in Azure as I am. Looking back, what advice do you wish you had been given earlier that you'd now share with those looking to get into STEM/technology? You don’t need to know everything, just be curious, ask thoughtful questions, and don’t be afraid to break things in a lab environment. The best learning often happens when something goes wrong, and you dig your way out. Also, just ask that stupid question you've been thinking about. What has helped you grow professionally? If I had to mention one thing, it’s consistently challenging my comfort zone and putting myself in situations that push me in the right direction, even when it feels uncomfortable or a bit scary. Growth rarely happens when things are easy and cozy. I also believe that prioritizing your health has an amazing ROI. Getting enough sleep, eating well, and staying active might not sound groundbreaking, but if you want to do extraordinary things, you need the energy and persistence to match. If you had a magic wand that could create a feature in Logic Apps, what would it be and why? This one is really hard. I have three features that i really would love to see. So if i had a magic wand, id wish for a genie that could grant me three wishes! - Private Endpoint support for Consumption: This would enable private invocations HTTP triggers and prevent unnecessary exposure. Some workflows might fit better in Consumption, but security requirements force customers to Standard. - VNET Integration support for Consumption: Same benefits as above but applies when the Logic App needs to communicate with other internal resources over the VNET. - Managed Identity support for WEBSITE_ CONTENTAZUREFILECONNECTIONSTRING in Logic App Standard: Right now, this is in many cases the only access key left that is preventing customers from fully transitioning to Managed Identity and disabling the possibility to use access keys to their Storage Accounts. I really want that magic wand! 🙂 News from our product group Logic Apps Live April 2025 Missed Logic Apps Live in April? You can watch it here. We focused on the Public Preview of Logic Apps Standrad Automated Testing Framework and on the new Logic Apps Lab initiative! You will not regret checking those out! Announcement: Azure Logic Apps (Standard) Automated Testing Public Preview We are excited to announce the public preview of the Azure Logic Apps (Standard) Automated Testing Framework! This new framework is designed to simplify and enhance the testing process for your Logic Apps workflows, ensuring that your integrations are robust, reliable, and ready for production. Hybrid deployment model for Logic Apps - Performance Analysis and Optimization recommendations This document offers an in-depth performance evaluation of Azure Logic Apps within a hybrid deployment framework. It examines, several key factors such as CPU and memory allocation and scaling mechanisms, providing valuable insights aimed at maximizing the application’s efficiency and performance. Summing it up: Aggregating repeating nodes in Logic Apps Data Mapper Logic Apps Data Mapper makes it easy to define visual, code-free transformations across structured JSON data. One pattern that's both powerful and clean: using built-in collection functions to compute summary values from arrays. This post walks through an end-to-end example: calculating a total from a list of items using just two functions — `Multiply` and `Sum`. driving efficiency, agility, and fueling business growth in the AI-powered era. Use Index + Direct Access to pull data across loops in Data Mapper When working with repeating structures in Logic Apps Data Mapper, you may run into situations where two sibling loops exist under the same parent. What if you need to access data from one loop while you’re inside the other? This is where the Direct Access function, used in combination with Index, can save the day. Beyond the Basics: Using Minimum, Maximum, and Average Functions in Logic Apps Data Mapper In this blog, we walk through real-world scenarios and provide downloadable samples so you can try it yourself and accelerate your integration workflows. Demystifying Logic App Standard workflow deployments As Logic App Standard is built on the App Services runtime, it requires a different approach to automation than the consumption tier. AI Procurement assistant using prompt templates in Standard Logic Apps Answering procurement-related questions doesn't have to be a manual process. With the new Chat Completions using Prompt Template action in Logic Apps (Standard), you can build an AI-powered assistant that understands context, reads structured data, and responds like a knowledgeable teammate. Q1’2025: Azure Integration Services Quarterly Highlights and Insights From reinventing hybrid integration to unlocking AI-powered productivity and simplifying API management across ecosystems, the first quarter of 2025 was all about making integration smarter, faster, and more accessible for everyone. Whether you're a developer modernizing legacy workflows, an IT pro securing mission-critical APIs, or a business technologist building intelligent automations, Azure Integration Services and Azure API Management are moving at the speed of innovation. Here’s what stood out this quarter and how these updates can help accelerate your next move. Unleash Innovation with a Modern Integration Platform and an API-First Strategy Join us for a two-day global virtual event where you’ll discover how to unlock the full potential of your data and APIs to drive intelligent, agile growth with Azure Integration Services and an API-first strategy (this event happened in the past, but you should have access to the on-demand videos after registering) How to get JWT token of certificate-based SPN in logic app HTTP action When working with Azure Logic Apps and needing to call an API secured with Azure AD, you might use a Service Principal Name (SPN) with certificate-based authentication to obtain a JSON Web Token (JWT). This article shows a brief guide on how to set this up and use it in an HTTP action within a Logic App Standard How to send Excel file via HTTP in Logic App Due to logic app content transfer mechanism, sending an Excel file (XLSX) in HTTP will corrupt original content format by default. This article will help you to workaround this issue by sending binary data in HTTP body instead. Using Graph API to assign roles to logic app managed identity In this article, we will use the Graph API to assign roles to logic app managed identity. Previous document are mostly use powershell, here is a simply guide with Graph API AI Gateway Enhancements: LLM policies, Real-Time API support, Content Safety, and more As AI becomes more deeply integrated into applications, managing and governing Large Language Models (LLMs) is more important than ever. Today, we’re excited to announce several major updates to AI Gateway in Azure API Management, including the general availability of LLM policies, expanded real-time API support, new integrations for semantic caching and content safety, and a streamlined UI experience to make it even easier to get started. Plus, you can now opt in to early access for the latest AI Gateway features. Let’s dive into what’s new! Enhancing AI Integrations with MCP and Azure API Management As AI Agents and assistants become increasingly central to modern applications and experiences, the need for seamless, secure integration with external tools and data sources is more critical than ever. The Model Context Protocol (MCP) is emerging as a key open standard enabling these integrations - allowing AI models to interact with APIs, Databases and other services in a consistent, scalable way. Azure API Management Your Auth Gateway For MCP Servers Azure API Management is at the forefront, ready to support the open-source Model Context Protocol (MCP). APIM provides an enterprise-ready solution that helps you securely expose your MCP servers while evolving with the latest technology. Announcing "Service updates" for Azure API management Configure service update settings to manage when you receive updates and select maintenance window Announcing open public preview of inbound private endpoint for Standard v2 tier of API Management Today, we are excited to announce the open public preview of inbound private endpoint for Azure API management Standard v2 tier. Announcing General Availability of Authoring API Management Policies with Microsoft Copilot in Azure Microsoft announced the general availability of Microsoft Copilot in Azure. The API Management team is excited to share that authoring Azure API Management policies with Microsoft Copilot in Azure is also generally available, featuring localization, responsible AI, and enhancements to availability, performance, and capabilities. Announcing the Microsoft Azure API Management + Apiboost Partnership To help organizations build scalable, tailored API portals, we are thrilled to announce our partnership with Apiboost. A leader in SaaS and On-prem API portals, Apiboost, paired with Microsoft Azure API Management, enables businesses to create powerful, fully integrated API portals. This partnership allows customers to leverage Azure's secure, scalable platform, simplifying API consumption and enhancing business value. Available on Azure Marketplace. Announcing the Microsoft Azure API Management + Pronovix Partnership We are excited to announce our partnership with Pronovix, a leader in developer portals and API documentation. Pronovix has spent nearly a decade helping enterprises worldwide build business-aligned developer portals, and together, we’re making it faster and easier for Azure API Management customers to launch and scale their own API portals. Logic Apps Aviators Community Playbook We are excited to announce the latest articles from the Logic Apps Aviators Community Playbook. Interested in contributing? We have made it easy for you to get involved. Simply fill out our call for content sign-up link with the required details and wait for our team to review your proposal. And we will contact you with more details on how to contribute. Secure Standard workflows in Azure Logic Apps with Azure API Management Author: Andrew Wilson Everything that we build requires security as a fundamental requirement. Through every stage in the software development lifecycle, starting with requirements and design to how our solutions evolve over time, we should keep a "security first" mindset so we can focus and deliberate on security's importance. In this article, Andrew outlines methods to secure Azure Logic Apps workflows using Azure API Management, focusing on Shared Access Signature (SAS) keys and Easy Auth for authentication and authorization, emphasizing best practices for security and integration. News from our community Building a Complete RAG Application in Azure with No Code Post by Dan Toomey Learn to build Retrieval-Augmented Generation (RAG), a pattern a useful pattern for building LLM-based chat applications against an easily updateable knowledge store, without the expense of re-training the LLM. The pattern provides a base for AI generated responses that are as reliable, context-bounded, and current as the data in the knowledge store (which can be as simple as a collection of documents). Debatching in Logic Apps with Performance in Mind Post by Prashant Singh When working with Azure Logic Apps, handling large arrays efficiently is critical for performance and cost control. It is almost a routine need, but many implementations either slow down over time or rack up unnecessary costs. The solution isn’t just debatching, it’s smart debatching. Let’s break it down using a realistic use case and explore different techniques to handle it effectively. Unlocking the Power of Azure Logic Apps Standard with Azure App Service Environment v3 Post by Kritika Singh In today’s fast-paced digital landscape, businesses are constantly seeking ways to streamline operations, automate workflows, and enhance productivity. Azure Logic Apps Standard, especially when deployed in an Azure App Service Environment v3 (ASEv3), offers a powerful solution for building and orchestrating workflows in a secure and scalable manner. In this blog, we will explore what Azure Logic Apps Standard is, the benefits of using it in ASEv3, and how to get started. Setting Up Azure API Management (APIM) for Logic Apps Standard Video by Stephen W Thomas Learn how to set up Azure API Management (APIM) with Logic Apps Standard to manage, secure, and expose your HTTP-based workflows as APIs. You can use Flat File Schemas in Logic Apps to parse CSV Post by Sandro Pereira There’s a clean and native way to handle csv files: Flat File Schemas. We can use them with an Integration Account inside Logic App Consumption, or they are available inside Logic App Standard by default. Learn more on this Friday Fact from Sandro! Logic App Parameters naming size limits and restrictions Post by Sandro Pereira Learn about parameter naming conventions and best practices when creating Azure Logic Apps parameters, in this Friday Fact from Sandro Pereira. Logic App Variables naming size limits and restrictions Post by Sandro Pereira And since we are talking about naming conventions and best practices – how about learn about those details when creating Azure Logic Apps variables! Another Friday Fact from Sandro Pereira. The Ultimate Azure Logic Apps Handbook: 50 Expert Tips & Best Practices [Free] released Post by Sandro Pereira That Sandro Pereira is one of most prolific authors of our community, that is no news – you just need to look a this month’s community session… But did you know that he put together and Azure Logic Apps Handbook as e-book that can be downloaded for free? Take a look at his announcement on this blog post.
WSilveira
May 06, 2025 Place Azure Integration Services Blog
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Generating Webhook Action Callback URL with Primary or secondary Access Key
Issue: In case of having logic app with Webhook action, Regenerating Logic App primary access key will invalidate this logic app’s Webhook action callback SAS URLs that were already generated in the in-progress logic app runs, and it will cause these runs to be stuck waiting the callback, while the service to which webhook action subscribed will fail with the following error to send the callback to the callback URL that became invalid after access key regenerating { "error": { "code": "AuthorizationFailed", "message": "The authentication credentials are not valid." } } Cause: The default behavior is to sign Webhook action callback URL using logic app primary access key Resolution: Editing the webhook action in logic app code view by adding accesskeyType as part of the “inputs” property, you can add either “accessKeyType”: “Primary” or “accessKeyType”: “Secondary” as clarified in the code snip below { "type": "HttpWebhook", "inputs": { "subscribe": { "method": "POST", "uri": "https://prod-123.westeurope.logic.azure.com:443/workflows/8197704921534015b6f556752bde0b77/triggers/When_a_HTTP_request_is_received/paths/invoke?api-version=2016-10-01&sp=%2Ftriggers%2FWhen_a_HTTP_request_is_received%2Frun&<removed sig and sv>", "body": "@listCallbackUrl()" }, "accessKeyType": "Secondary" }, "runAfter": {} } More Information: Having accessKeyType property will help to plan access key regenerating and comply with security recommendation below, so you can plan access key Regenerating for the access key type that doesn't have in progress logic app run and using this access key type for new logic app runs while planning the other access key type regenerating when the related in progress logic app runs are complete: "To maintain security and protect access to your logic app workflow, regenerate access keys on a regular schedule as they might need to comply with security policies or become compromised. This way, you can make sure that only authorized requests can trigger your workflow, which protects your data and processes from unauthorized access." Related Documentation: regenerate access keys Subscribe and wait for events in workflows - Azure Logic Apps | Microsoft Learn
Ibrahim_Ali81
May 05, 2025 Place Azure Integration Services Blog
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Data Mapper Patterns
In this post, we will consolidate resources for patterns used while using the Logic Apps Data Mapper.
KentWeareMSFT
May 01, 2025 Place Azure Integration Services Blog
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🧩 Use Index + Direct Access to pull data across loops in Data Mapper
When working with repeating structures in Logic Apps Data Mapper, you may run into situations where two sibling loops exist under the same parent. What if you need to access data from one loop while you’re inside the other? This is where the Direct Access function, used in combination with Index, can save the day. 🧪 Scenario In this pattern, we’re focusing on the schema nodes shown below: 📸 Source & Destination Schemas (with loops highlighted) In the source schema: Under the parent node VehicleTrips, we have two sibling arrays: Vehicle → contains VehicleRegistration Trips → contains trip-specific values like VehicleID, Distance, and Duration In the destination schema: We're mapping into the repeating node Looping/Trips/Trip It expects each trip’s data along with a flattened VehicleRegistration value that combines both: The current trip’s VehicleID The corresponding vehicle’s VehicleRegistration The challenge? These two pieces of data live in two separate sibling arrays. 🧰 Try it yourself 📎 Download the sample files from GitHub Place them into the following folders in your Logic Apps Standard project: Artifacts → Source, destination and dependency schemas (.xsd) Map Definitions → .lml map file Maps → The .xslt file generated when you save the map Then right-click the .lml file and select “Open with Data Mapper” in VS Code. 🛠️ Step-by-step Breakdown ✅ Step 1: Set up the loop over Trips Start by mapping the repeating Trips array from the source to the destination's Trip node. Within the loop, we map: Distance Duration These are passed through To String functions before mapping, as the destination schema expects them as string values. As you map the child nodes, you will notice a loop automatically added on parent nodes (Trips->Trip) 📸 Mapping Distance and Duration nodes (context: we’re inside Trips loop) 🔍 Step 2: Use Index and Direct Access to bring in sibling loop values Now we want to map the VehicleRegistration node at the destination by combining two values: VehicleID (from the current trip) VehicleRegistration (from the corresponding vehicle) ➡️ Note: Before we add the Index function, delete the auto-generated loop from Trips to Trip To fetch the matching VehicleRegistration: Use the Index function to capture the current position within the Trips loop 📸 Index setup for loop tracking Use the Direct Access function to retrieve VehicleRegistration from the Vehicle array. 📘 Direct Access input breakdown The Direct Access function takes three inputs: Index – from the Index function, tells which item to access Scope – set to Vehicle, the array you're pulling from Target Node – VehicleRegistration, the value you want This setup means: “From the Vehicle array, get the VehicleRegistration at the same index as the current trip.” 📸 Direct Access setup 🔧 Step 3: Concatenate and map the result Use the Concat function to combine: VehicleID (from Trips) VehicleRegistration (from Vehicle, via Direct Access) Map the result to VehicleRegistration in the destination. 📸 Concat result to VehicleRegistration ➡️ Note: Before testing, delete the auto-generated loop from Vehicle to Trip 📸 Final map connections view ✅ Step 4: Test the output Once your map is saved, open the Test panel and paste a sample payload. You should see each Trip in the output contain: The original Distance and Duration values (as strings) A VehicleRegistration field combining the correct VehicleID and VehicleRegistration from the sibling array 📸 Sample Trip showing the combined nodes 💬 Feedback or ideas? Have feedback or want to share a mapping challenge? Open an issue on GitHub
shahparth
May 01, 2025 Place Azure Integration Services Blog
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How to send Excel file via HTTP in Logic App
In this article, we will transfer an Excel file from a OneDrive to the other OneDrive using HTTP action. It is not required to be OneDrive only, but I just used for an example. It could be SharePoint documents, SFTP server, blob storage, or any other places you prefer, which applied to both source and destination. 1. The first step is retrieving file from OneDrive, and here I am using OneDrive Connector action "Get file content using path". Make sure you set "Infer Content Type" to "No". Note that, if you mark "Infer Content Type" as "Yes", it will get file content as XLSX format thus we cannot transfer it using HTTP properly; If you mark "Infer Content Type" as "No", then received content type is base64 encoded binary, and that is what we need. 2. Then comes to HTTP action, there are two key points here: 1) make sure we set the "Content-Type" to "application/octet-stream" which stands for binary content; 2) the POST body should be "@base64ToBinary(body('Get_file_content_using_path')?['$content'])" which converted base64 content back to binary for transferring. 3. The last step is receiving the content and creating the Excel file in destination. Make sure the request trigger body is purely empty to ensure binary content received. Then you can simply create ".xlsx" file with content "triggerBody()" with your appropriate name. This should also apply to any other binary content transfer scenario, and hope this article could help especially when transferring cross tenants and services.
Yanbo_Deng
Apr 25, 2025 Place Azure Integration Services Blog
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Unleash AI Innovation with a Modern Integration Platform and an API-First Strategy
In Part 1, we laid the foundation—modernizing legacy systems to set the stage for digital transformation. In Part 2, we unlocked data through an API-first approach, establishing the backbone of a connected enterprise. Now, in Part 3, we take the next leap: embedding AI into your workflows to drive next-generation applications and intelligent automation at scale. Join us for Unleash AI Innovation with a Modern Integration Platform and an API-First Strategy, where Microsoft and industry experts will explore how Azure's integration and API services are enabling businesses to harness the full power of AI. From streamlined operations to real-time intelligence, this event is your blueprint for building smarter workflows—and a smarter enterprise. The AI and Integration Shift Across industries, organizations are moving beyond basic automation into the era of intelligent transformation powered by Generative AI. AI isn’t just helping us do things faster, it’s enabling us to do them smarter. Whether it’s automating tasks, enriching decision-making, or delivering personalized experiences, AI is redefining how work gets done. But AI doesn’t operate in isolation. The most impactful AI scenarios depend on seamless access to systems, data, and processes spread across your business. That’s where integration and a strong API foundation comes in. From digital agents to supply chain optimizers, AI applications rely on real-time data, orchestrated services, and governed access to insights. Integration is mission-critical. Azure Integration Services Makes It Possible Azure Logic Apps makes it simple to embed AI into business processes using out-of-the-box connectors for Azure OpenAI, Azure AI Search, Document Intelligence, and more without the need for complex custom development. Azure API Management secures, scales, and governs your AI-powered APIs ensuring your solutions are enterprise-ready from day one. What You’ll Learn at the Event Can’t-Miss Keynotes Keynote: Compete and thrive in an AI-driven world with a connected enterprise integration strategy Slava Koltovich, Principal PM Manager, Azure Integration Services at Microsoft Get a front-row view of how enterprise integration is evolving to support AI-first business strategies—and how Azure is leading the way. Keynote: Power AI and enterprise innovation with an API-first approach Amanda Silver, Corporate Vice President, Developer Division at Microsoft Discover how API-first strategies are accelerating innovation across industries—and how AI is amplifying that impact. Expert Insights and Real-World Strategies Get a strategic view of how AI and integration are converging to reshape operations and customer experiences and why now is the time to act. Shari Lava, Senior Director, AI and Automation at IDC and Naga Surendran, Senior Director, Product Marketing, Azure at Microsoft Learn how Azure Logic Apps simplifies AI integration with demos, real-world use cases, and practical tips to help you get started quickly. Divya Swarnkar, Principal Product Manager, Microsoft Explore how Azure API Management empowers you to scale and secure AI APIs with confidence, bringing governance, security, and performance together in a unified platform. Alex Vieira, Senior Specialist, Microsoft Reserve Your Spot Now! This is your opportunity to learn from the experts and see how Azure’s integration and API capabilities are fueling the future of intelligent, AI-powered workflows. Don’t miss your chance to connect with the experts and get inspired to build what’s next. US/Canada: Reserve your seat today! Day 1: Tuesday, 29 April 2025 | 9:00 AM – 12:30 PM PDT Day 2: Wednesday, 30 April 2025 | 9:00 AM – 12:30 PM PDT Australia/New Zealand: Reserve Your Seat Today! Day 1: Wednesday, 30 April 2025 | 9:00 AM – 12:30 PM AEDT Day 2: Thursday, 1 May 2025 | 9:00 AM – 12:30 PM AEDT Europe: Reserve Your Seat Today! Day 1: Tuesday, 29 April 2025 | 9:00am – 12:30pm BST Day 2: Wednesday, 30 April 2025 | 9:00am – 12:30pm BST
beenamore
Apr 25, 2025 Place Azure Integration Services Blog
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Unleash Innovation with a Modern Integration Platform and an API-First Strategy
Join us for a two-day global virtual event where you’ll discover how to unlock the full potential of your data and APIs to drive intelligent, agile growth with Azure Integration Services and an API-first strategy. In the first session of our series, we explored why this event is a must-attend highlighting how modernizing legacy systems is the essential first step in any successful digital transformation. By breaking free from outdated architectures, organizations can lay the groundwork for long-term agility and innovation. Now, we’re taking the next step: unlocking the full potential of your data and APIs to build a truly connected enterprise. Whether you're unifying siloed systems, enabling real-time insights, or scaling secure API ecosystems, this event will show you how to accelerate your API-first journey and equip your business to move faster, operate smarter, and innovate more securely. Fuel Business Growth with Real-Time Insights and Smarter Decision Making Your enterprise data holds the key to innovation but it’s often stuck in silos. Learn how Azure Integration Services empowers you to connect your apps, data, and services in real-time to deliver insights that accelerate smarter decisions. Whether you’re optimizing operations, enhancing customer experiences, or automating processes, real-time integration gives your business the agility to innovate at scale. Customer spotlight: DocuSign is already using real-time data integration to transform operations and reach new heights in productivity and growth. Unlock the Power of an API-First Strategy APIs are no longer just developer tools, they’re strategic assets for accelerating innovation. In this session, we’ll show you how Azure API Management helps you scale your API initiatives while staying secure and compliant. You’ll discover: How the Developer Portal offers a seamless, self-service experience for internal teams and external partners How to adopt a federated API management model to scale across teams and environments with centralized control The latest strategies to secure your APIs against emerging threats—without slowing down innovation Hear from the leaders: Gain insights from Transcard, Moneris, Heineken, and CareFirst BlueCross BlueShield as they share how Azure API Management is enabling faster, smarter, and more secure operations. Maximize the Value of Your APIs with Forrester Insights How do you measure the true value of APIs? We’ll walk through exclusive findings from Forrester’s Total Economic Impact™ (TEI) study, revealing how organizations are: Reducing operational costs Streamlining development and IT workflows Unlocking new business value through scalable, governed API strategies Learn how to create an API roadmap that increases agility, improves ROI, and fuels long-term business success. Why Attend? By joining this event, you’ll gain: A practical roadmap for driving innovation through integration and APIs First-hand insights from Microsoft experts and industry leaders A look at how leading companies are transforming with API-first strategies Real-world use cases, expert-led demos, and actionable guidance Reserve Your Spot Now! This is your chance to hear directly from Microsoft experts and industry leaders, dive into API-first strategies, and discover how to optimize integration to drive smarter growth and innovation. Don’t miss this event, where you’ll learn how to build the API ecosystems and workflows that will shape the future of your business. US/Canada: Reserve your seat today! Day 1: Tuesday, 29 April 2025 | 9:00 AM – 12:30 PM PDT Day 2: Wednesday, 30 April 2025 | 9:00 AM – 12:30 PM PDT Australia/New Zealand: Reserve Your Seat Today! Day 1: Wednesday, 30 April 2025 | 9:00 AM – 12:30 PM AEDT Day 2: Thursday, 1 May 2025 | 9:00 AM – 12:30 PM AEDT Europe: Reserve Your Seat Today! Day 1: Tuesday, 29 April 2025 | 9:00am – 12:30pm BST Day 2: Wednesday, 30 April 2025 | 9:00am – 12:30pm BST
beenamore
Apr 23, 2025 Place Azure Integration Services Blog
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Transform Your Integration Strategy with Azure Integration Services
Still on Microsoft BizTalk Server or other legacy integration solutions? If you're relying on BizTalk or other legacy systems, you're already feeling the pain: rising costs, performance bottlenecks, and limited scalability. These outdated systems are holding you back, but the good news? The time to modernize is NOW and we’ve got the event that will show you how. Join us at "Unleash AI Innovation with a Modern Integration Platform and an API-First Strategy", where industry leaders like Visa, LyondellBasell, and Metcash share how they reimagined their integration landscape with Azure. This is your blueprint for moving beyond the limitations of legacy systems and unlocking innovation with a cloud-native, AI-ready approach. By attending, you’ll gain exclusive insights into how leading organizations have turned integration challenges into competitive advantages, positioning themselves for future growth with Azure. Real Stories, Real Impact Visa: Revolutionizing Operations with Azure Logic Apps Visa’s journey from BizTalk to Azure Logic Apps isn’t just a story of modernization—it’s a game-changer. By automating complex workflows and managing over 100 HR systems, Visa reduced manual intervention and slashed infrastructure costs by 95%. With Azure, Visa is now set to scale operations and leverage AI for continued growth. Discover the details of how Visa is preparing for tomorrow’s challenges today. LyondellBasell: Scaling Beyond BizTalk LyondellBasell, a global leader in chemicals, broke free from BizTalk’s limitations. Azure Integration Services empowered them with hybrid connectivity and real-time visibility, enabling them to streamline workflows and boost developer efficiency by 50%. Learn how they unlocked faster decision-making and stronger business outcomes. Brisbane City Council: From Legacy to API-First Agility Brisbane City Council, Australia’s largest local government, faced limitations with legacy integration solution. With Azure, they cut data processing times from 1 hour to under 5 minutes. The shift to an API-first approach future-proofed their strategy. Find out how this local government innovated without disruption. Metcash: Peak Retail Performance, Zero Downtime After moving to Azure Integration Services, Metcash, an Australian wholesaler, processed 8.65 million API calls in 48 hours during a major retail event without a single minute of downtime. With Azure, they achieved unrivaled resilience and scalability, all while slashing costs. See how Metcash’s transformation can serve as your blueprint for success. What You’ll Learn: How to cut costs and modernize your integration landscape Ways to scale with cloud-native solutions and AI-driven automation Strategies to secure every API with enterprise-grade governance Real-world migration paths from BizTalk and other platforms Choose Your Region and Register Now US/Canada: Reserve your seat today! Day 1: Tuesday, 29 April 2025 | 9:00 AM – 12:30 PM PDT Day 2: Wednesday, 30 April 2025 | 9:00 AM – 12:30 PM PDT Australia/New Zealand: Reserve Your Seat Today! Day 1: Wednesday, 30 April 2025 | 9:00 AM – 12:30 PM AEDT Day 2: Thursday, 1 May 2025 | 9:00 AM – 12:30 PM AEDT Europe: Reserve Your Seat Today! Day 1: Tuesday, 29 April 2025 | 9:00am – 12:30pm BST Day 2: Wednesday, 30 April 2025 | 9:00am – 12:30pm BST
beenamore
Apr 22, 2025 Place Azure Integration Services Blog
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Connecting to a relational database using JDBC in Azure Logic Apps (Standard)
Connecting to a relational database using JDBC in Azure Logic Apps (Standard)
siddharth
Apr 18, 2025 Place Azure Integration Services Blog
7.4KViews
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Five reasons to join us on April 29–May 1 at our upcoming event on APIs and Integration
AI is reshaping the way businesses operate from streamlining processes through intelligent automation to enabling real-time, data-driven decisions. But to fully unlock its potential, you need a strong, connected foundation; one that brings together your data, applications, and AI services across environments. That’s exactly what you’ll explore at our upcoming two-day virtual event Unleash AI Innovation with a Modern Integration Platform and an API-First Strategy. 📅 April 29–30 (Americas/Europe) | April 30–May 1 (ANZ) 🖥️ Free, virtual, and streamed live across multiple time zones Whether you're modernizing from BizTalk, building an intelligent automation strategy, or scaling and securing AI-powered APIs, this event will equip you with practical insights, expert guidance, and real customer strategies to help you move forward with confidence. Here are the top five reasons to attend: 1. Be inspired by enterprise success stories Learn how organizations like Visa, Transcard, Heineken, Moneris, DocuSign, LyondellBasell, Metcash, Brisbane City Council, and CareFirst BlueCross BlueShield are using Azure Integration Services and Azure API Management to build scalable, future-ready strategies. 2. Hear from top industry analysts Get strategic insight from IDC’s Shari Lava and Forrester’s Andrew Nadler alongside Microsoft product leaders on where integration and APIs are headed and how to prepare your business for what’s next. 3. Modernize your integration platform Still using BizTalk or another legacy system? Discover how others are migrating to Azure, simplifying operations, reducing technical debt, and unlocking new agility for AI-powered transformation. 4. Embed AI into your workflows See how Azure Logic Apps help you bring AI into your business processes using Azure OpenAI, Document Intelligence, and Azure AI Search. You’ll walk away with real use cases you can apply immediately. 5. Scale and secure your AI-powered APIs Your APIs are the front door for AI. Learn how Azure API Management helps you manage and secure them supporting zero-trust security and fast, consistent developer experiences. Join us to shape what’s next! This is your opportunity to learn from peers, partners, and experts who are redefining what's possible with integration, APIs, and AI. Whether you're an architect, developer, IT pro, or business technologist—there’s something here for you. US/Canada: Reserve your seat today! Day 1: Tuesday, 29 April 2025 | 9:00 AM – 12:30 PM PDT Day 2: Wednesday, 30 April 2025 | 9:00 AM – 12:30 PM PDT Australia/New Zealand: Reserve Your Seat Today! Day 1: Wednesday, 30 April 2025 | 9:00 AM – 12:30 PM AEDT Day 2: Thursday, 1 May 2025 | 9:00 AM – 12:30 PM AEDT Europe: Reserve Your Seat Today! Day 1: Tuesday, 29 April 2025 | 9:00am – 12:30pm BST Day 2: Wednesday, 30 April 2025 | 9:00am – 12:30pm BST
beenamore
Apr 16, 2025 Place Azure Integration Services Blog
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Apps Aviators Newsletter - May 2025","conversation":{"__ref":"Conversation:conversation:4410678"},"id":"message:4410678","revisionNum":2,"uid":4410678,"depth":0,"board":{"__ref":"Blog:board:IntegrationsonAzureBlog"},"author":{"__ref":"User:user:1296617"},"teaser@stripHtml({\"removeProcessingText\":true,\"truncateLength\":-1})":"","introduction":"Welcome to the May edition of Logic Apps Aviators Newsletter","metrics":{"__typename":"MessageMetrics","views":107},"postTime":"2025-05-06T08:00:00.022-07:00","lastPublishTime":"2025-05-06T08:00:00.022-07:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" In this issue: \n \n Ace Aviator of the Month \n News from our product group \n Community Playbook \n News from our community \n \n \n Ace Aviator of the Month \n May’s Ace Aviator: Calle Andersson \n & Cloud at Contica\n What's your role and title? What are your responsibilities? \n I’m an IT Security Expert, integration security enthusiast, and full-time breaker of bad security defaults. I'm spending my days at Contica where I serve as Head of Security – Integration & Cloud. \n My day job involves helping customers secure their Azure environments, focusing on Logic Apps, Function Apps, API Management, and the rest of the Azure Integration Services family. I’m also working on building managed services focused on security posture and threat detection making secure delivery of integration platforms the default, not the exception. \n I’m trying to make “secure by design” feel less like a personal hobby for the one paranoid person on the team, and more like something the entire delivery process just quietly gets right. \n Can you give us some insights into your day-to-day activities and what a typical day in your role looks like? \n A big part of my day revolves around helping customers design secure patterns and infrastructure in Azure. That includes everything from shaping network boundaries and authentication flows, to figuring out how to make security practical and scalable. \n I spend a lot of time reviewing architecture, reading documentation, and testing different configurations, always looking for ways to improve how security is built into the platform itself, not just added on top. It’s part deep technical work, part strategy, and part translating complex security concepts into something teams can actually use. \n I also work closely with our developers, supporting them in security related questions and helping them navigate things like identity, permissions, and secure machine-to-machine communication. There is also many meetings with different stakeholders to raise awareness, guide decisions, and provide better insight into the actual security posture of their integration platforms. \n What motivates and inspires you to be an active member of the Aviators/Microsoft community? \n I genuinely enjoy learning and mastering new skills, and writing technical blog posts or sharing insights is a great way for me to reflect on what I’ve learned, while hopefully making someone else’s day a bit easier. \n I’ve also met a lot of brilliant people through the community, and it’s incredibly motivating to be surrounded by others who are just as nerdy passionate about secure design in Azure as I am. \n Looking back, what advice do you wish you had been given earlier that you'd now share with those looking to get into STEM/technology? \n You don’t need to know everything, just be curious, ask thoughtful questions, and don’t be afraid to break things in a lab environment. The best learning often happens when something goes wrong, and you dig your way out. Also, just ask that stupid question you've been thinking about. \n What has helped you grow professionally? \n If I had to mention one thing, it’s consistently challenging my comfort zone and putting myself in situations that push me in the right direction, even when it feels uncomfortable or a bit scary. Growth rarely happens when things are easy and cozy. \n I also believe that prioritizing your health has an amazing ROI. Getting enough sleep, eating well, and staying active might not sound groundbreaking, but if you want to do extraordinary things, you need the energy and persistence to match. \n If you had a magic wand that could create a feature in Logic Apps, what would it be and why? \n This one is really hard. I have three features that i really would love to see. So if i had a magic wand, id wish for a genie that could grant me three wishes! \n - Private Endpoint support for Consumption: This would enable private invocations HTTP triggers and prevent unnecessary exposure. Some workflows might fit better in Consumption, but security requirements force customers to Standard. \n - VNET Integration support for Consumption: Same benefits as above but applies when the Logic App needs to communicate with other internal resources over the VNET. \n - Managed Identity support for WEBSITE_ CONTENTAZUREFILECONNECTIONSTRING in Logic App Standard: Right now, this is in many cases the only access key left that is preventing customers from fully transitioning to Managed Identity and disabling the possibility to use access keys to their Storage Accounts. \n I really want that magic wand! 🙂 \n \n News from our product group \n \n \n \n \n \n Logic Apps Live April 2025 \n Missed Logic Apps Live in April? You can watch it here. We focused on the Public Preview of Logic Apps Standrad Automated Testing Framework and on the new Logic Apps Lab initiative! You will not regret checking those out! \n \n \n \n \n \n Announcement: Azure Logic Apps (Standard) Automated Testing Public Preview \n We are excited to announce the public preview of the Azure Logic Apps (Standard) Automated Testing Framework! This new framework is designed to simplify and enhance the testing process for your Logic Apps workflows, ensuring that your integrations are robust, reliable, and ready for production. \n \n \n \n \n \n Hybrid deployment model for Logic Apps - Performance Analysis and Optimization recommendations \n This document offers an in-depth performance evaluation of Azure Logic Apps within a hybrid deployment framework. It examines, several key factors such as CPU and memory allocation and scaling mechanisms, providing valuable insights aimed at maximizing the application’s efficiency and performance. \n \n \n \n \n \n Summing it up: Aggregating repeating nodes in Logic Apps Data Mapper \n Logic Apps Data Mapper makes it easy to define visual, code-free transformations across structured JSON data. One pattern that's both powerful and clean: using built-in collection functions to compute summary values from arrays. \n This post walks through an end-to-end example: calculating a total from a list of items using just two functions — `Multiply` and `Sum`. \n driving efficiency, agility, and fueling business growth in the AI-powered era. \n \n \n \n \n \n Use Index + Direct Access to pull data across loops in Data Mapper \n When working with repeating structures in Logic Apps Data Mapper, you may run into situations where two sibling loops exist under the same parent. What if you need to access data from one loop while you’re inside the other? \n This is where the Direct Access function, used in combination with Index, can save the day. \n \n \n \n \n \n Beyond the Basics: Using Minimum, Maximum, and Average Functions in Logic Apps Data Mapper \n In this blog, we walk through real-world scenarios and provide downloadable samples so you can try it yourself and accelerate your integration workflows. \n \n \n \n \n \n Demystifying Logic App Standard workflow deployments \n As Logic App Standard is built on the App Services runtime, it requires a different approach to automation than the consumption tier. \n \n \n \n \n \n AI Procurement assistant using prompt templates in Standard Logic Apps \n Answering procurement-related questions doesn't have to be a manual process. With the new Chat Completions using Prompt Template action in Logic Apps (Standard), you can build an AI-powered assistant that understands context, reads structured data, and responds like a knowledgeable teammate. \n \n \n \n \n \n Q1’2025: Azure Integration Services Quarterly Highlights and Insights \n From reinventing hybrid integration to unlocking AI-powered productivity and simplifying API management across ecosystems, the first quarter of 2025 was all about making integration smarter, faster, and more accessible for everyone. Whether you're a developer modernizing legacy workflows, an IT pro securing mission-critical APIs, or a business technologist building intelligent automations, Azure Integration Services and Azure API Management are moving at the speed of innovation. \n Here’s what stood out this quarter and how these updates can help accelerate your next move. \n \n \n \n \n \n Unleash Innovation with a Modern Integration Platform and an API-First Strategy \n Join us for a two-day global virtual event where you’ll discover how to unlock the full potential of your data and APIs to drive intelligent, agile growth with Azure Integration Services and an API-first strategy (this event happened in the past, but you should have access to the on-demand videos after registering) \n \n \n \n \n \n How to get JWT token of certificate-based SPN in logic app HTTP action \n When working with Azure Logic Apps and needing to call an API secured with Azure AD, you might use a Service Principal Name (SPN) with certificate-based authentication to obtain a JSON Web Token (JWT). This article shows a brief guide on how to set this up and use it in an HTTP action within a Logic App Standard \n \n \n \n \n \n How to send Excel file via HTTP in Logic App \n Due to logic app content transfer mechanism, sending an Excel file (XLSX) in HTTP will corrupt original content format by default. This article will help you to workaround this issue by sending binary data in HTTP body instead. \n \n \n \n \n \n \n Using Graph API to assign roles to logic app managed identity \n In this article, we will use the Graph API to assign roles to logic app managed identity. Previous document are mostly use powershell, here is a simply guide with Graph API \n \n \n \n \n \n AI Gateway Enhancements: LLM policies, Real-Time API support, Content Safety, and more \n As AI becomes more deeply integrated into applications, managing and governing Large Language Models (LLMs) is more important than ever. Today, we’re excited to announce several major updates to AI Gateway in Azure API Management, including the general availability of LLM policies, expanded real-time API support, new integrations for semantic caching and content safety, and a streamlined UI experience to make it even easier to get started. Plus, you can now opt in to early access for the latest AI Gateway features. Let’s dive into what’s new! \n \n \n \n \n \n Enhancing AI Integrations with MCP and Azure API Management \n As AI Agents and assistants become increasingly central to modern applications and experiences, the need for seamless, secure integration with external tools and data sources is more critical than ever. The Model Context Protocol (MCP) is emerging as a key open standard enabling these integrations - allowing AI models to interact with APIs, Databases and other services in a consistent, scalable way. \n \n \n \n \n \n Azure API Management Your Auth Gateway For MCP Servers \n Azure API Management is at the forefront, ready to support the open-source Model Context Protocol (MCP). APIM provides an enterprise-ready solution that helps you securely expose your MCP servers while evolving with the latest technology. \n \n \n \n \n \n Announcing \"Service updates\" for Azure API management \n Configure service update settings to manage when you receive updates and select maintenance window \n \n \n \n \n \n Announcing open public preview of inbound private endpoint for Standard v2 tier of API Management \n Today, we are excited to announce the open public preview of inbound private endpoint for Azure API management Standard v2 tier. \n \n \n \n \n \n Announcing General Availability of Authoring API Management Policies with Microsoft Copilot in Azure \n Microsoft announced the general availability of Microsoft Copilot in Azure. The API Management team is excited to share that authoring Azure API Management policies with Microsoft Copilot in Azure is also generally available, featuring localization, responsible AI, and enhancements to availability, performance, and capabilities. \n \n \n \n \n \n Announcing the Microsoft Azure API Management + Apiboost Partnership \n To help organizations build scalable, tailored API portals, we are thrilled to announce our partnership with Apiboost. A leader in SaaS and On-prem API portals, Apiboost, paired with Microsoft Azure API Management, enables businesses to create powerful, fully integrated API portals. This partnership allows customers to leverage Azure's secure, scalable platform, simplifying API consumption and enhancing business value. Available on Azure Marketplace. \n \n \n \n \n \n Announcing the Microsoft Azure API Management + Pronovix Partnership \n We are excited to announce our partnership with Pronovix, a leader in developer portals and API documentation. \n Pronovix has spent nearly a decade helping enterprises worldwide build business-aligned developer portals, and together, we’re making it faster and easier for Azure API Management customers to launch and scale their own API portals. \n \n \n \n Logic Apps Aviators Community Playbook \n \n \n We are excited to announce the latest articles from the Logic Apps Aviators Community Playbook. Interested in contributing? We have made it easy for you to get involved. Simply fill out our call for content sign-up link with the required details and wait for our team to review your proposal. And we will contact you with more details on how to contribute. \n \n Secure Standard workflows in Azure Logic Apps with Azure API Management \n Author: Andrew Wilson \n Everything that we build requires security as a fundamental requirement. Through every stage in the software development lifecycle, starting with requirements and design to how our solutions evolve over time, we should keep a \"security first\" mindset so we can focus and deliberate on security's importance. \n In this article, Andrew outlines methods to secure Azure Logic Apps workflows using Azure API Management, focusing on Shared Access Signature (SAS) keys and Easy Auth for authentication and authorization, emphasizing best practices for security and integration. \n \n News from our community \n Building a Complete RAG Application in Azure with No Code \n Post by Dan Toomey \n Learn to build Retrieval-Augmented Generation (RAG), a pattern a useful pattern for building LLM-based chat applications against an easily updateable knowledge store, without the expense of re-training the LLM. The pattern provides a base for AI generated responses that are as reliable, context-bounded, and current as the data in the knowledge store (which can be as simple as a collection of documents). \n Debatching in Logic Apps with Performance in Mind \n Post by Prashant Singh \n When working with Azure Logic Apps, handling large arrays efficiently is critical for performance and cost control. It is almost a routine need, but many implementations either slow down over time or rack up unnecessary costs. The solution isn’t just debatching, it’s smart debatching. Let’s break it down using a realistic use case and explore different techniques to handle it effectively. \n Unlocking the Power of Azure Logic Apps Standard with Azure App Service Environment v3 \n Post by Kritika Singh \n In today’s fast-paced digital landscape, businesses are constantly seeking ways to streamline operations, automate workflows, and enhance productivity. Azure Logic Apps Standard, especially when deployed in an Azure App Service Environment v3 (ASEv3), offers a powerful solution for building and orchestrating workflows in a secure and scalable manner. In this blog, we will explore what Azure Logic Apps Standard is, the benefits of using it in ASEv3, and how to get started. \n Setting Up Azure API Management (APIM) for Logic Apps Standard \n Video by Stephen W Thomas \n Learn how to set up Azure API Management (APIM) with Logic Apps Standard to manage, secure, and expose your HTTP-based workflows as APIs. \n You can use Flat File Schemas in Logic Apps to parse CSV \n Post by Sandro Pereira \n There’s a clean and native way to handle csv files: Flat File Schemas. We can use them with an Integration Account inside Logic App Consumption, or they are available inside Logic App Standard by default. Learn more on this Friday Fact from Sandro! \n Logic App Parameters naming size limits and restrictions \n Post by Sandro Pereira \n Learn about parameter naming conventions and best practices when creating Azure Logic Apps parameters, in this Friday Fact from Sandro Pereira. \n Logic App Variables naming size limits and restrictions \n Post by Sandro Pereira \n And since we are talking about naming conventions and best practices – how about learn about those details when creating Azure Logic Apps variables! Another Friday Fact from Sandro Pereira. \n The Ultimate Azure Logic Apps Handbook: 50 Expert Tips & Best Practices [Free] released \n Post by Sandro Pereira \n That Sandro Pereira is one of most prolific authors of our community, that is no news – you just need to look a this month’s community session… But did you know that he put together and Azure Logic Apps Handbook as e-book that can be downloaded for free? Take a look at his announcement on this blog post. 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Apps Aviators logo"}},"Conversation:conversation:4410740":{"__typename":"Conversation","id":"conversation:4410740","topic":{"__typename":"BlogTopicMessage","uid":4410740},"lastPostingActivityTime":"2025-05-05T03:58:56.807-07:00","solved":false},"User:user:1767772":{"__typename":"User","uid":1767772,"login":"Ibrahim_Ali81","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/avatars/default/avatar-7.svg?time=0"},"id":"user:1767772"},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwNzQwLUFxa3kyRg?revision=3\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwNzQwLUFxa3kyRg?revision=3","title":"StuckLogicAppRun.png","associationType":"COVER","width":377,"height":269,"altText":""},"BlogTopicMessage:message:4410740":{"__typename":"BlogTopicMessage","subject":"Generating Webhook Action Callback URL with Primary or secondary Access Key","conversation":{"__ref":"Conversation:conversation:4410740"},"id":"message:4410740","revisionNum":3,"uid":4410740,"depth":0,"board":{"__ref":"Blog:board:IntegrationsonAzureBlog"},"author":{"__ref":"User:user:1767772"},"teaser@stripHtml({\"removeProcessingText\":true,\"truncateLength\":-1})":"","introduction":"","metrics":{"__typename":"MessageMetrics","views":98},"postTime":"2025-05-05T01:54:00.309-07:00","lastPublishTime":"2025-05-05T01:54:00.309-07:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" Issue: In case of having logic app with Webhook action, Regenerating Logic App primary access key will invalidate this logic app’s Webhook action callback SAS URLs that were already generated in the in-progress logic app runs, and it will cause these runs to be stuck waiting the callback, while the service to which webhook action subscribed will fail with the following error to send the callback to the callback URL that became invalid after access key regenerating \n { \n \"error\": { \n \"code\": \"AuthorizationFailed\", \n \"message\": \"The authentication credentials are not valid.\" \n } \n } \n Cause: \n The default behavior is to sign Webhook action callback URL using logic app primary access key \n Resolution: \n Editing the webhook action in logic app code view by adding accesskeyType as part of the “inputs” property, you can add either “accessKeyType”: “Primary” or “accessKeyType”: “Secondary” as clarified in the code snip below \n { \n \"type\": \"HttpWebhook\", \n \"inputs\": { \n \"subscribe\": { \n \"method\": \"POST\", \n \"uri\": \"https://prod-123.westeurope.logic.azure.com:443/workflows/8197704921534015b6f556752bde0b77/triggers/When_a_HTTP_request_is_received/paths/invoke?api-version=2016-10-01&sp=%2Ftriggers%2FWhen_a_HTTP_request_is_received%2Frun&<removed sig and sv>\", \n \"body\": \"@listCallbackUrl()\" \n }, \n \"accessKeyType\": \"Secondary\" \n }, \n \"runAfter\": {} \n } \n \n More Information: \n Having accessKeyType property will help to plan access key regenerating and comply with security recommendation below, so you can plan access key Regenerating for the access key type that doesn't have in progress logic app run and using this access key type for new logic app runs while planning the other access key type regenerating when the related in progress logic app runs are complete: \n \"To maintain security and protect access to your logic app workflow, regenerate access keys on a regular schedule as they might need to comply with security policies or become compromised. This way, you can make sure that only authorized requests can trigger your workflow, which protects your data and processes from unauthorized access.\" Related Documentation: \n regenerate access keys \n Subscribe and wait for events in workflows - Azure Logic Apps | Microsoft Learn \n \n ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"2463","kudosSumWeight":2,"repliesCount":1,"readOnly":false,"images":{"__typename":"AssociatedImageConnection","edges":[{"__typename":"AssociatedImageEdge","cursor":"MjUuM3wyLjF8b3wyNXxfTlZffDE","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwNzQwLUFxa3kyRg?revision=3\"}"}}],"totalCount":1,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"coverImage":{"__typename":"UploadedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwNzQwLUFxa3kyRg?revision=3"},"coverImageProperties":{"__typename":"CoverImageProperties","style":"STANDARD","titlePosition":"BOTTOM","altText":""}},"Conversation:conversation:3867403":{"__typename":"Conversation","id":"conversation:3867403","topic":{"__typename":"BlogTopicMessage","uid":3867403},"lastPostingActivityTime":"2025-05-01T16:48:20.679-07:00","solved":false},"User:user:1377763":{"__typename":"User","uid":1377763,"login":"KentWeareMSFT","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/dS0xMzc3NzYzLTM3MDMzN2lBMDQxNzRGQUE3REQ3MjUx"},"id":"user:1377763"},"BlogTopicMessage:message:3867403":{"__typename":"BlogTopicMessage","subject":"Data Mapper Patterns","conversation":{"__ref":"Conversation:conversation:3867403"},"id":"message:3867403","revisionNum":31,"uid":3867403,"depth":0,"board":{"__ref":"Blog:board:IntegrationsonAzureBlog"},"author":{"__ref":"User:user:1377763"},"teaser@stripHtml({\"removeProcessingText\":true,\"truncateLength\":-1})":" In this post, we will consolidate resources for patterns used while using the Logic Apps Data Mapper. ","introduction":"","metrics":{"__typename":"MessageMetrics","views":3627},"postTime":"2023-07-06T08:38:33.904-07:00","lastPublishTime":"2025-04-09T16:16:15.908-07:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" In this post, we will consolidate Data Mapper Patterns for the new data transformation tool available in Azure Logic Apps. New to the Data Mapper? Please see our Public Preview announcement post. \n \n Title & Link Category Author Published Date Conditional Mapping Logical comparison Kent Weare 5/1/2023 Regular Expressions String Kent Weare 6/12/2023 Aggregation General Sandro Pereira 7/6/2023 String Functions Video String Sandro Pereira 7/12/2023 Code points to string String Sandro Pereira 7/10/2023 Concat String Sandro Pereira 7/10/2023 Contains String Sandro Pereira 7/10/2023 Ends with String Sandro Pereira 7/10/2023 Length String Sandro Pereira 7/10/2023 Lowercase String Sandro Pereira 7/10/2023 Name (Name Value Pairs) String Sandro Pereira 7/10/2023 Replace String Sandro Pereira 7/10/2023 Starts with String Sandro Pereira 7/10/2023 String to codepoints String Sandro Pereira 7/10/2023 Substring String Sandro Pereira 7/10/2023 Substring after String Sandro Pereira 7/10/2023 Substring before String Sandro Pereira 7/10/2023 Trim String Sandro Pereira 7/10/2023 Trim left String Sandro Pereira 7/10/2023 Trim right String Sandro Pereira 7/10/2023 Uppercase String Sandro Pereira 7/10/2023 Conversion Conversion Sandro Pereira 8/3/2023 Add Days Date and Time Sandro Pereira 8/3/2023 Add DayTime to Date Date and Time Sandro Pereira 8/3/2023 Add DayTime to DateTime Date and Time Sandro Pereira 8/3/2023 Add DayTime to Time Date and Time Sandro Pereira 8/3/2023 Add YearMonth to DateTime Date and Time Sandro Pereira 8/3/2023 Adjust Date Date and Time Sandro Pereira 8/3/2023 Current Date Date and Time Sandro Pereira 8/3/2023 Current DateTime Date and Time Sandro Pereira 8/3/2023 Current Time Date and Time Sandro Pereira 8/3/2023 DateTime Date and Time Sandro Pereira 8/2/2023 Day from Date Date and Time Sandro Pereira 8/2/2023 Day from DateTime Date and Time Sandro Pereira 8/2/2023 Equal Date Date and Time Sandro Pereira 8/2/2023 Equal DateTime Date and Time Sandro Pereira 8/2/2023 Equal Day Date and Time Sandro Pereira 8/2/2023 Equal Month Date and Time Sandro Pereira 8/2/2023 Equal MonthDay Date and Time Sandro Pereira 8/2/2023 Equal Time Date and Time Sandro Pereira 8/2/2023 Equal Year Date and Time Sandro Pereira 8/2/2023 Equal YearMonth Date and Time Sandro Pereira 8/2/2023 Greater Date Date and Time Sandro Pereira 8/3/2023 Greater DateTime Date and Time Sandro Pereira 8/3/2023 Greater Time Date and Time Sandro Pereira 8/3/2023 Hours from DateTime Date and Time Sandro Pereira 8/3/2023 Hours from Time Date and Time Sandro Pereira 8/3/2023 Less Date Date and Time Sandro Pereira 8/3/2023 Less DateTime Date and Time Sandro Pereira 8/3/2023 Less Time Date and Time Sandro Pereira 8/3/2023 Minutes from DateTime Date and Time Sandro Pereira 8/3/2023 Minutes from Time Date and Time Sandro Pereira 8/3/2023 Month from Date Date and Time Sandro Pereira 8/3/2023 Month from DateTime Date and Time Sandro Pereira 8/3/2023 Seconds from DateTime Date and Time Sandro Pereira 8/4/2023 Seconds from Time Date and Time Sandro Pereira 8/4/2023 Subtract Dates Date and Time Sandro Pereira 8/4/2023 Subtract DateTimes Date and Time Sandro Pereira 8/4/2023 Subtract DateTime from Date Date and Time Sandro Pereira 8/4/2023 Subtract DateTime from Time Date and Time Sandro Pereira 8/4/2023 Subtract Times Date and Time Sandro Pereira 8/4/2023 Subtract YearMonth from Date Date and Time Sandro Pereira 8/4/2023 Subtract YearMonth from DateTime Date and Time Sandro Pereira 8/4/2023 Time zone from Date Date and Time Sandro Pereira 8/7/2023 Time zone from DateTime Date and Time Sandro Pereira 8/7/2023 Time zone from Time Date and Time Sandro Pereira 8/7/2023 Year from Date Date and Time Sandro Pereira 8/7/2023 Year from DateTime Date and Time Sandro Pereira 8/7/2023 Copy Utility Sandro Pereira 8/8/2023 Error Utility Sandro Pereira 8/8/2023 Format date Utility Sandro Pereira 8/8/2023 Format DateTime Utility Sandro Pereira 8/8/2023 Format Number Utility Sandro Pereira 8/8/2023 Format Time Utility Sandro Pereira 8/8/2023 Distinct Values Collection Kent Weare 8/9/2023 Absolute Math Sandro Pereira 8/9/2023 Add Math Sandro Pereira 8/9/2023 Arctangent Math Sandro Pereira 8/9/2023 Ceiling Math Sandro Pereira 8/9/2023 Cosine Math Sandro Pereira 8/9/2023 Divide Math Sandro Pereira 8/9/2023 Exponential Math Sandro Pereira 8/9/2023 Exponential (base 10) Math Sandro Pereira 8/9/2023 Floor Math Sandro Pereira 8/9/2023 Integer divide Math Sandro Pereira 8/9/2023 Log Math Sandro Pereira 8/10/2023 Log (base 10) Math Sandro Pereira 8/10/2023 Modulo Math Sandro Pereira 8/10/2023 Multiply Math Sandro Pereira 8/10/2023 Power Math Sandro Pereira 8/10/2023 Round Math Sandro Pereira 8/10/2023 Sine Math Sandro Pereira 8/10/2023 Square root Math Sandro Pereira 8/10/2023 Subtract Math Sandro Pereira 8/10/2023 Tangent Math Sandro Pereira 8/10/2023 \n \n Looking for a particular pattern or have a pattern to contribute? Please add a comment below. ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"5560","kudosSumWeight":1,"repliesCount":2,"readOnly":false,"images":{"__typename":"AssociatedImageConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"coverImage":null,"coverImageProperties":{"__typename":"CoverImageProperties","style":"STANDARD","titlePosition":"BOTTOM","altText":""}},"Conversation:conversation:4410181":{"__typename":"Conversation","id":"conversation:4410181","topic":{"__typename":"BlogTopicMessage","uid":4410181},"lastPostingActivityTime":"2025-05-01T16:37:03.612-07:00","solved":false},"User:user:1051277":{"__typename":"User","uid":1051277,"login":"shahparth","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/m_assets/avatars/default/avatar-2.svg?time=0"},"id":"user:1051277"},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwMTgxLVJidVR1MQ?revision=3\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwMTgxLVJidVR1MQ?revision=3","title":"Screenshot 2025-05-01 162505.png","associationType":"COVER","width":2461,"height":1329,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwMTgxLXd6RndJMw?revision=3\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwMTgxLXd6RndJMw?revision=3","title":"image.png","associationType":"BODY","width":2460,"height":1314,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwMTgxLW9kenBxag?revision=3\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwMTgxLW9kenBxag?revision=3","title":"image.png","associationType":"BODY","width":2462,"height":1328,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwMTgxLXZLOXBuMg?revision=3\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwMTgxLXZLOXBuMg?revision=3","title":"Screenshot 2025-05-01 160224.png","associationType":"BODY","width":2467,"height":1319,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwMTgxLXU3MHlZdw?revision=3\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwMTgxLXU3MHlZdw?revision=3","title":"image.png","associationType":"BODY","width":2471,"height":1322,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwMTgxLTY5ZXRQRA?revision=3\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwMTgxLTY5ZXRQRA?revision=3","title":"image.png","associationType":"BODY","width":2467,"height":1334,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwMTgxLUFEQjBTUg?revision=3\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwMTgxLUFEQjBTUg?revision=3","title":"image.png","associationType":"BODY","width":2458,"height":1329,"altText":""},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwMTgxLWo2cnJCbA?revision=3\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDEwMTgxLWo2cnJCbA?revision=3","title":"image.png","associationType":"BODY","width":2461,"height":1329,"altText":""},"BlogTopicMessage:message:4410181":{"__typename":"BlogTopicMessage","subject":"🧩 Use Index + Direct Access to pull data across loops in Data Mapper","conversation":{"__ref":"Conversation:conversation:4410181"},"id":"message:4410181","revisionNum":3,"uid":4410181,"depth":0,"board":{"__ref":"Blog:board:IntegrationsonAzureBlog"},"author":{"__ref":"User:user:1051277"},"teaser@stripHtml({\"removeProcessingText\":true,\"truncateLength\":-1})":"","introduction":"","metrics":{"__typename":"MessageMetrics","views":155},"postTime":"2025-05-01T16:37:03.612-07:00","lastPublishTime":"2025-05-01T16:37:03.612-07:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" When working with repeating structures in Logic Apps Data Mapper, you may run into situations where two sibling loops exist under the same parent. What if you need to access data from one loop while you’re inside the other? \n This is where the Direct Access function, used in combination with Index, can save the day. \n 🧪 Scenario \n In this pattern, we’re focusing on the schema nodes shown below: \n 📸 Source & Destination Schemas (with loops highlighted) \n \n In the source schema: \n \n Under the parent node VehicleTrips, we have two sibling arrays:\n \n Vehicle → contains VehicleRegistration \n Trips → contains trip-specific values like VehicleID, Distance, and Duration \n \n \n \n In the destination schema: \n \n We're mapping into the repeating node Looping/Trips/Trip \n It expects each trip’s data along with a flattened VehicleRegistration value that combines both:\n \n The current trip’s VehicleID \n The corresponding vehicle’s VehicleRegistration \n \n \n \n The challenge? \n These two pieces of data live in two separate sibling arrays. \n 🧰 Try it yourself \n 📎 Download the sample files from GitHub \n Place them into the following folders in your Logic Apps Standard project: \n \n Artifacts → Source, destination and dependency schemas (.xsd) \n Map Definitions → .lml map file \n Maps → The .xslt file generated when you save the map \n \n Then right-click the .lml file and select “Open with Data Mapper” in VS Code. \n 🛠️ Step-by-step Breakdown \n ✅ Step 1: Set up the loop over Trips \n Start by mapping the repeating Trips array from the source to the destination's Trip node. \n Within the loop, we map: \n \n Distance \n Duration \n \n These are passed through To String functions before mapping, as the destination schema expects them as string values. As you map the child nodes, you will notice a loop automatically added on parent nodes (Trips->Trip) \n 📸 Mapping Distance and Duration nodes (context: we’re inside Trips loop) \n \n 🔍 Step 2: Use Index and Direct Access to bring in sibling loop values \n Now we want to map the VehicleRegistration node at the destination by combining two values: \n \n VehicleID (from the current trip) \n VehicleRegistration (from the corresponding vehicle) \n \n \n ➡️ Note: Before we add the Index function, delete the auto-generated loop from Trips to Trip \n \n To fetch the matching VehicleRegistration: \n \n Use the Index function to capture the current position within the Trips loop \n \n 📸 Index setup for loop tracking \n \n \n Use the Direct Access function to retrieve VehicleRegistration from the Vehicle array. \n \n 📘 Direct Access input breakdown \n The Direct Access function takes three inputs: \n \n Index – from the Index function, tells which item to access \n Scope – set to Vehicle, the array you're pulling from \n Target Node – VehicleRegistration, the value you want \n \n \n This setup means: “From the Vehicle array, get the VehicleRegistration at the same index as the current trip.” \n \n 📸 Direct Access setup \n \n \n 🔧 Step 3: Concatenate and map the result \n Use the Concat function to combine: \n \n VehicleID (from Trips) \n VehicleRegistration (from Vehicle, via Direct Access) \n \n Map the result to VehicleRegistration in the destination. \n 📸 Concat result to VehicleRegistration \n \n ➡️ Note: Before testing, delete the auto-generated loop from Vehicle to Trip \n \n 📸 Final map connections view \n \n ✅ Step 4: Test the output \n Once your map is saved, open the Test panel and paste a sample payload. \n You should see each Trip in the output contain: \n \n The original Distance and Duration values (as strings) \n A VehicleRegistration field combining the correct VehicleID and VehicleRegistration from the sibling array \n \n 📸 Sample Trip showing the combined nodes \n \n 💬 Feedback or ideas? \n Have feedback or want to share a mapping challenge? Open an issue on GitHub \n 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to send Excel file via HTTP in Logic App","conversation":{"__ref":"Conversation:conversation:4407914"},"id":"message:4407914","revisionNum":2,"uid":4407914,"depth":0,"board":{"__ref":"Blog:board:IntegrationsonAzureBlog"},"author":{"__ref":"User:user:705989"},"teaser@stripHtml({\"removeProcessingText\":true,\"truncateLength\":-1})":"","introduction":"Due to logic app content transfer mechanism, sending an Excel file (XLSX) in HTTP will corrupt original content format by default. This article will help you to workaround this issue by sending binary data in HTTP body instead.","metrics":{"__typename":"MessageMetrics","views":136},"postTime":"2025-04-25T02:07:59.449-07:00","lastPublishTime":"2025-04-25T02:07:59.449-07:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" In this article, we will transfer an Excel file from a OneDrive to the other OneDrive using HTTP action. It is not required to be OneDrive only, but I just used for an example. It could be SharePoint documents, SFTP server, blob storage, or any other places you prefer, which applied to both source and destination. \n \n 1. The first step is retrieving file from OneDrive, and here I am using OneDrive Connector action \"Get file content using path\". Make sure you set \"Infer Content Type\" to \"No\". Note that, if you mark \"Infer Content Type\" as \"Yes\", it will get file content as XLSX format thus we cannot transfer it using HTTP properly; If you mark \"Infer Content Type\" as \"No\", then received content type is base64 encoded binary, and that is what we need. \n \n \n 2. Then comes to HTTP action, there are two key points here: 1) make sure we set the \"Content-Type\" to \"application/octet-stream\" which stands for binary content; 2) the POST body should be \"@base64ToBinary(body('Get_file_content_using_path')?['$content'])\" which converted base64 content back to binary for transferring. \n \n \n 3. The last step is receiving the content and creating the Excel file in destination. Make sure the request trigger body is purely empty to ensure binary content received. Then you can simply create \".xlsx\" file with content \"triggerBody()\" with your appropriate name. \n \n \n This should also apply to any other binary content transfer scenario, and hope this article could help especially when transferring cross tenants and services. ","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})@stringLength":"1577","kudosSumWeight":2,"repliesCount":0,"readOnly":false,"images":{"__typename":"AssociatedImageConnection","edges":[{"__typename":"AssociatedImageEdge","cursor":"MjUuM3wyLjF8b3wyNXxfTlZffDE","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDA3OTE0LWY3dlhhWg?revision=2\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuM3wyLjF8b3wyNXxfTlZffDI","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDA3OTE0LVVMOUlDQw?revision=2\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuM3wyLjF8b3wyNXxfTlZffDM","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDA3OTE0LTVYdWcxYw?revision=2\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuM3wyLjF8b3wyNXxfTlZffDQ","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDA3OTE0LXRhSno5TA?revision=2\"}"}},{"__typename":"AssociatedImageEdge","cursor":"MjUuM3wyLjF8b3wyNXxfTlZffDU","node":{"__ref":"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDA3OTE0LXNBYlRINw?revision=2\"}"}}],"totalCount":5,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"videos":{"__typename":"VideoConnection","edges":[],"totalCount":0,"pageInfo":{"__typename":"PageInfo","hasNextPage":false,"endCursor":null,"hasPreviousPage":false,"startCursor":null}},"coverImage":{"__typename":"UploadedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDA3OTE0LWY3dlhhWg?revision=2"},"coverImageProperties":{"__typename":"CoverImageProperties","style":"STANDARD","titlePosition":"BOTTOM","altText":""}},"Conversation:conversation:4407803":{"__typename":"Conversation","id":"conversation:4407803","topic":{"__typename":"BlogTopicMessage","uid":4407803},"lastPostingActivityTime":"2025-04-24T18:35:38.580-07:00","solved":false},"User:user:1521101":{"__typename":"User","uid":1521101,"login":"beenamore","registrationData":{"__typename":"RegistrationData","status":null},"deleted":false,"avatar":{"__typename":"UserAvatar","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/dS0xNTIxMTAxLTUwMzM5NGk0MEU3NDZEODAyM0IyNDUx"},"id":"user:1521101"},"AssociatedImage:{\"url\":\"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDA3ODAzLXhmc1BMbw?revision=3\"}":{"__typename":"AssociatedImage","url":"https://techcommunity.microsoft.com/t5/s/gxcuf89792/images/bS00NDA3ODAzLXhmc1BMbw?revision=3","title":"registration banner with text 660x284 (1).jpg","associationType":"COVER","width":929,"height":400,"altText":""},"BlogTopicMessage:message:4407803":{"__typename":"BlogTopicMessage","subject":"Unleash AI Innovation with a Modern Integration Platform and an API-First Strategy","conversation":{"__ref":"Conversation:conversation:4407803"},"id":"message:4407803","revisionNum":3,"uid":4407803,"depth":0,"board":{"__ref":"Blog:board:IntegrationsonAzureBlog"},"author":{"__ref":"User:user:1521101"},"teaser@stripHtml({\"removeProcessingText\":true,\"truncateLength\":-1})":"","introduction":"","metrics":{"__typename":"MessageMetrics","views":214},"postTime":"2025-04-24T18:27:20.772-07:00","lastPublishTime":"2025-04-24T18:35:38.580-07:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" In Part 1, we laid the foundation—modernizing legacy systems to set the stage for digital transformation. In Part 2, we unlocked data through an API-first approach, establishing the backbone of a connected enterprise. Now, in Part 3, we take the next leap: embedding AI into your workflows to drive next-generation applications and intelligent automation at scale. \n Join us for Unleash AI Innovation with a Modern Integration Platform and an API-First Strategy, where Microsoft and industry experts will explore how Azure's integration and API services are enabling businesses to harness the full power of AI. From streamlined operations to real-time intelligence, this event is your blueprint for building smarter workflows—and a smarter enterprise. \n The AI and Integration Shift \n Across industries, organizations are moving beyond basic automation into the era of intelligent transformation powered by Generative AI. AI isn’t just helping us do things faster, it’s enabling us to do them smarter. Whether it’s automating tasks, enriching decision-making, or delivering personalized experiences, AI is redefining how work gets done. \n But AI doesn’t operate in isolation. The most impactful AI scenarios depend on seamless access to systems, data, and processes spread across your business. That’s where integration and a strong API foundation comes in. \n From digital agents to supply chain optimizers, AI applications rely on real-time data, orchestrated services, and governed access to insights. Integration is mission-critical. \n Azure Integration Services Makes It Possible \n Azure Logic Apps makes it simple to embed AI into business processes using out-of-the-box connectors for Azure OpenAI, Azure AI Search, Document Intelligence, and more without the need for complex custom development. \n Azure API Management secures, scales, and governs your AI-powered APIs ensuring your solutions are enterprise-ready from day one. \n \n What You’ll Learn at the Event \n Can’t-Miss Keynotes \n Keynote: Compete and thrive in an AI-driven world with a connected enterprise integration strategy Slava Koltovich, Principal PM Manager, Azure Integration Services at Microsoft Get a front-row view of how enterprise integration is evolving to support AI-first business strategies—and how Azure is leading the way. \n Keynote: Power AI and enterprise innovation with an API-first approach Amanda Silver, Corporate Vice President, Developer Division at Microsoft Discover how API-first strategies are accelerating innovation across industries—and how AI is amplifying that impact. \n Expert Insights and Real-World Strategies \n \n Get a strategic view of how AI and integration are converging to reshape operations and customer experiences and why now is the time to act. Shari Lava, Senior Director, AI and Automation at IDC and Naga Surendran, Senior Director, Product Marketing, Azure at Microsoft \n Learn how Azure Logic Apps simplifies AI integration with demos, real-world use cases, and practical tips to help you get started quickly. Divya Swarnkar, Principal Product Manager, Microsoft \n Explore how Azure API Management empowers you to scale and secure AI APIs with confidence, bringing governance, security, and performance together in a unified platform. Alex Vieira, Senior Specialist, Microsoft \n \n Reserve Your Spot Now! \n This is your opportunity to learn from the experts and see how Azure’s integration and API capabilities are fueling the future of intelligent, AI-powered workflows. Don’t miss your chance to connect with the experts and get inspired to build what’s next. \n \n US/Canada: Reserve your seat today! Day 1: Tuesday, 29 April 2025 | 9:00 AM – 12:30 PM PDT Day 2: Wednesday, 30 April 2025 | 9:00 AM – 12:30 PM PDT \n \n \n Australia/New Zealand: Reserve Your Seat Today! Day 1: Wednesday, 30 April 2025 | 9:00 AM – 12:30 PM AEDT Day 2: Thursday, 1 May 2025 | 9:00 AM – 12:30 PM AEDT \n \n \n Europe: Reserve Your Seat Today! 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By breaking free from outdated architectures, organizations can lay the groundwork for long-term agility and innovation. \n Now, we’re taking the next step: unlocking the full potential of your data and APIs to build a truly connected enterprise. \n Whether you're unifying siloed systems, enabling real-time insights, or scaling secure API ecosystems, this event will show you how to accelerate your API-first journey and equip your business to move faster, operate smarter, and innovate more securely. \n Fuel Business Growth with Real-Time Insights and Smarter Decision Making \n Your enterprise data holds the key to innovation but it’s often stuck in silos. Learn how Azure Integration Services empowers you to connect your apps, data, and services in real-time to deliver insights that accelerate smarter decisions. \n Whether you’re optimizing operations, enhancing customer experiences, or automating processes, real-time integration gives your business the agility to innovate at scale. \n Customer spotlight: DocuSign is already using real-time data integration to transform operations and reach new heights in productivity and growth. \n Unlock the Power of an API-First Strategy \n APIs are no longer just developer tools, they’re strategic assets for accelerating innovation. In this session, we’ll show you how Azure API Management helps you scale your API initiatives while staying secure and compliant. \n You’ll discover: \n \n How the Developer Portal offers a seamless, self-service experience for internal teams and external partners \n \n \n How to adopt a federated API management model to scale across teams and environments with centralized control \n \n \n The latest strategies to secure your APIs against emerging threats—without slowing down innovation \n \n Hear from the leaders: Gain insights from Transcard, Moneris, Heineken, and CareFirst BlueCross BlueShield as they share how Azure API Management is enabling faster, smarter, and more secure operations. \n Maximize the Value of Your APIs with Forrester Insights \n How do you measure the true value of APIs? We’ll walk through exclusive findings from Forrester’s Total Economic Impact™ (TEI) study, revealing how organizations are: \n \n Reducing operational costs \n \n \n Streamlining development and IT workflows \n \n \n Unlocking new business value through scalable, governed API strategies \n \n \n Learn how to create an API roadmap that increases agility, improves ROI, and fuels long-term business success. \n \n Why Attend? \n By joining this event, you’ll gain: \n \n A practical roadmap for driving innovation through integration and APIs \n \n \n First-hand insights from Microsoft experts and industry leaders \n \n \n A look at how leading companies are transforming with API-first strategies \n \n \n Real-world use cases, expert-led demos, and actionable guidance \n \n Reserve Your Spot Now! \n This is your chance to hear directly from Microsoft experts and industry leaders, dive into API-first strategies, and discover how to optimize integration to drive smarter growth and innovation. Don’t miss this event, where you’ll learn how to build the API ecosystems and workflows that will shape the future of your business. \n \n US/Canada: Reserve your seat today! Day 1: Tuesday, 29 April 2025 | 9:00 AM – 12:30 PM PDT Day 2: Wednesday, 30 April 2025 | 9:00 AM – 12:30 PM PDT \n \n \n Australia/New Zealand: Reserve Your Seat Today! Day 1: Wednesday, 30 April 2025 | 9:00 AM – 12:30 PM AEDT Day 2: Thursday, 1 May 2025 | 9:00 AM – 12:30 PM AEDT \n \n \n Europe: Reserve Your Seat Today! 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These outdated systems are holding you back, but the good news? The time to modernize is NOW and we’ve got the event that will show you how. \n Join us at \"Unleash AI Innovation with a Modern Integration Platform and an API-First Strategy\", where industry leaders like Visa, LyondellBasell, and Metcash share how they reimagined their integration landscape with Azure. This is your blueprint for moving beyond the limitations of legacy systems and unlocking innovation with a cloud-native, AI-ready approach. By attending, you’ll gain exclusive insights into how leading organizations have turned integration challenges into competitive advantages, positioning themselves for future growth with Azure. \n Real Stories, Real Impact \n Visa: Revolutionizing Operations with Azure Logic Apps \n Visa’s journey from BizTalk to Azure Logic Apps isn’t just a story of modernization—it’s a game-changer. By automating complex workflows and managing over 100 HR systems, Visa reduced manual intervention and slashed infrastructure costs by 95%. With Azure, Visa is now set to scale operations and leverage AI for continued growth. Discover the details of how Visa is preparing for tomorrow’s challenges today. \n LyondellBasell: Scaling Beyond BizTalk \n LyondellBasell, a global leader in chemicals, broke free from BizTalk’s limitations. Azure Integration Services empowered them with hybrid connectivity and real-time visibility, enabling them to streamline workflows and boost developer efficiency by 50%. Learn how they unlocked faster decision-making and stronger business outcomes. \n Brisbane City Council: From Legacy to API-First Agility \n Brisbane City Council, Australia’s largest local government, faced limitations with legacy integration solution. With Azure, they cut data processing times from 1 hour to under 5 minutes. The shift to an API-first approach future-proofed their strategy. Find out how this local government innovated without disruption. \n Metcash: Peak Retail Performance, Zero Downtime \n After moving to Azure Integration Services, Metcash, an Australian wholesaler, processed 8.65 million API calls in 48 hours during a major retail event without a single minute of downtime. With Azure, they achieved unrivaled resilience and scalability, all while slashing costs. See how Metcash’s transformation can serve as your blueprint for success. \n What You’ll Learn: \n \n How to cut costs and modernize your integration landscape \n Ways to scale with cloud-native solutions and AI-driven automation \n Strategies to secure every API with enterprise-grade governance \n Real-world migration paths from BizTalk and other platforms \n \n Choose Your Region and Register Now \n \n US/Canada: Reserve your seat today! Day 1: Tuesday, 29 April 2025 | 9:00 AM – 12:30 PM PDT Day 2: Wednesday, 30 April 2025 | 9:00 AM – 12:30 PM PDT \n \n \n Australia/New Zealand: Reserve Your Seat Today! Day 1: Wednesday, 30 April 2025 | 9:00 AM – 12:30 PM AEDT Day 2: Thursday, 1 May 2025 | 9:00 AM – 12:30 PM AEDT \n \n \n Europe: Reserve Your Seat Today! Day 1: Tuesday, 29 April 2025 | 9:00am – 12:30pm BST Day 2: Wednesday, 30 April 2025 | 9:00am – 12:30pm BST \n 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to a relational database using JDBC in Azure Logic Apps (Standard)","conversation":{"__ref":"Conversation:conversation:3681950"},"id":"message:3681950","revisionNum":16,"uid":3681950,"depth":0,"board":{"__ref":"Blog:board:IntegrationsonAzureBlog"},"author":{"__ref":"User:user:1594449"},"teaser@stripHtml({\"removeProcessingText\":true,\"truncateLength\":-1})":" \n Connecting to a relational database using JDBC in Azure Logic Apps (Standard) ","introduction":"","metrics":{"__typename":"MessageMetrics","views":7369},"postTime":"2022-11-25T06:12:26.277-08:00","lastPublishTime":"2022-11-25T06:12:26.277-08:00","body@stripHtml({\"removeProcessingText\":true,\"removeSpoilerMarkup\":true,\"removeTocMarkup\":true,\"truncateLength\":-1})":" 1. What is JDBC? \n Java Database Connectivity is an API for the programming language Java, which defines how a client may access a database. JDBC APIs can be used to connect to most of the Relational Database (RDB). Some of the supported RDBs include MS SQL Server, AWS Aurora, My SQL, Snowflake etc. \n 2. Why JDBC? \n \n \n JDBC Connector in Logic App allows you to connect to a RDB for multiple use cases: \n \n \n Like replicating data from your source of truth database to any warehouse database for analytical purposes. \n \n \n IoT use cases to dump event data to your database. \n \n \n etc... \n \n \n \n \n Since JDBC works on plug and play model you can bring in JDBC drivers of any JDBC supported RDB and start using it, without the need of native DB support in Logic Apps. \n \n \n JDBC is a built-in connector that allows you to connect to your databases without any Data Gateways. \n \n \n 3. How to use JDBC in Logic Apps? \n 3.1. Pre requisites: \n \n Create a Logic App: Create Standard workflows in single-tenant Azure Logic Apps with the Azure portal \n Enable Multi Language Support: Multi-Language support is currently under feature flag, and will be supported by Q1 2023. For now, it can be enable by setting following configuration:\n {\n \"name\": \"AzureWebJobsFeatureFlags\",\n \"value\": \"EnableMultiLanguageWorker\",\n \"slotSetting\": false\n} \n \n \n JDBC Jar Libraries: All JDBC JAR Libraries needs to be uploaded to site/wwwroot/lib/builtinOperationSdks/JAR/* using kudu tool. \n \n Open Kudu tool: \n Navigate to site/wwwroot : \n Create Directory lib/builtinOperationSdks/JAR/ : \n Upload all your driver JARs to site/wwwroot/lib/builtinOperationSdks/JAR/* : \n \n \n \n 3.2. Using JDBC Connector: \n \n Create a workflow with JDBC Connector: Create Standard workflows in single-tenant Azure Logic Apps with the Azure portal \n Add JDBC Connections: \n Run Trigger to See Execution Output: JDBC Currently supports 3 actions:\n \n Get Tables: Gets list of tables from the connected database. \n Get Table Schema: Get schema for the table. \n Execute Query: Execute raw query on the connected database. \n \n \n \n 4. More Details and References: \n \n Contributions were made in Azure Functions to support multiple languages in single runtime: Azure Functions 3.x and Azure Functions 4.x \n 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But to fully unlock its potential, you need a strong, connected foundation; one that brings together your data, applications, and AI services across environments. \n That’s exactly what you’ll explore at our upcoming two-day virtual event Unleash AI Innovation with a Modern Integration Platform and an API-First Strategy. \n 📅 April 29–30 (Americas/Europe) | April 30–May 1 (ANZ) 🖥️ Free, virtual, and streamed live across multiple time zones \n Whether you're modernizing from BizTalk, building an intelligent automation strategy, or scaling and securing AI-powered APIs, this event will equip you with practical insights, expert guidance, and real customer strategies to help you move forward with confidence. \n Here are the top five reasons to attend: \n 1. Be inspired by enterprise success stories \n Learn how organizations like Visa, Transcard, Heineken, Moneris, DocuSign, LyondellBasell, Metcash, Brisbane City Council, and CareFirst BlueCross BlueShield are using Azure Integration Services and Azure API Management to build scalable, future-ready strategies. \n 2. Hear from top industry analysts Get strategic insight from IDC’s Shari Lava and Forrester’s Andrew Nadler alongside Microsoft product leaders on where integration and APIs are headed and how to prepare your business for what’s next. \n 3. Modernize your integration platform Still using BizTalk or another legacy system? Discover how others are migrating to Azure, simplifying operations, reducing technical debt, and unlocking new agility for AI-powered transformation. \n 4. Embed AI into your workflows See how Azure Logic Apps help you bring AI into your business processes using Azure OpenAI, Document Intelligence, and Azure AI Search. You’ll walk away with real use cases you can apply immediately. \n 5. Scale and secure your AI-powered APIs Your APIs are the front door for AI. Learn how Azure API Management helps you manage and secure them supporting zero-trust security and fast, consistent developer experiences. \n Join us to shape what’s next! \n This is your opportunity to learn from peers, partners, and experts who are redefining what's possible with integration, APIs, and AI. Whether you're an architect, developer, IT pro, or business technologist—there’s something here for you. \n \n US/Canada: Reserve your seat today! Day 1: Tuesday, 29 April 2025 | 9:00 AM – 12:30 PM PDT Day 2: Wednesday, 30 April 2025 | 9:00 AM – 12:30 PM PDT \n \n \n Australia/New Zealand: Reserve Your Seat Today! Day 1: Wednesday, 30 April 2025 | 9:00 AM – 12:30 PM AEDT Day 2: Thursday, 1 May 2025 | 9:00 AM – 12:30 PM AEDT \n \n \n Europe: Reserve Your Seat Today! Day 1: Tuesday, 29 April 2025 | 9:00am – 12:30pm BST Day 2: Wednesday, 30 April 2025 | 9:00am – 12:30pm BST \n 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