Recent Discussions
Advice requested: how to capture full SQL CDC changes using Dataflow and ADLS gen2
Hi, I'm working on a fairly simple ETL process using Dataflow in Azure Data Factory, where I want to capture the changes in a CDC-enabled SQL table, and store those in Delta Lake format in a ADLS gen2 sink. The resulting dataset will be further processed, but for me this is the end of the line. I don't have an expert understanding of all the details of the Delta Lake format, but I do know that I can use it to store changes to my data over time. So in the sink, I enabled all Update methods (Insert, Delete, Upsert, Update), since my CDC source should be able to figure out the correct row transformation. Key columns are set to the primary key columns in SQL. All this works fine as long as I configure my source to use CDC with 'netChanges: true'. That yields a single change row for each record, which is correctly stored in the sink. But I want to capture all changes since the previous run, so I want to set the source to netChanges: false. That yields rows for every change since the previous time the dataflow ran. But for every table that actually has records with more than one change, the dataflow fails saying "Cannot perform Merge as multiple source rows matched and attempted to modify the same target row in the Delta table in possibly conflicting ways." I take that to mean that my dataflow is, as it is, not smart enough to loop through all changes in the source, and apply them to the sink in order. So apparently something else has to be done. My intuition says that, since CDC actually provides all the metadata to make this possible, there's probably an out-of-the-box way to achieve what I want. But I can't readily find that magic box I should tick ๐. I can probably build it out 'by hand', by somehow looping over all changes and applying them in order, but before I go down that route, I came here to learn from the experts whether this is indeed the only way, or, preferably, that there is a neat trick I missed to get this done easily. Thanks so much for your advice! BR20Views0likes0CommentsPostgreSQL 17 General Availability with In-Place Upgrade Support
Weโre excited to share that PostgreSQL 17 is now Generally Available on Azure Database for PostgreSQL โ Flexible Server! This release brings community-driven enhancements including improved vacuum performance, smarter query planning, enhanced JSON functions, and dynamic logical replication. It also includes support for in-place major version upgrades, allowing customers to upgrade directly from PostgreSQL 11โ16 to 17 without needing to migrate data or change connection strings. PostgreSQL 17 is now the default version for new server creations and major version upgrades. ๐ Read the full blog post: http://aka.ms/PG17 Let us know if you have feedback or questions!Solution: Handling Concurrency in Azure Data Factory with Marker Files and Web Activities
Hi everyone, I wanted to share a concurrency issue we encountered in Azure Data Factory (ADF) and how we resolved it using a small but effective enhancementโone that might be useful if you're working with shared Blob Storage across multiple environments (like Dev, Test, and Prod). Background: Shared Blob Storage & Marker Files In our ADF pipelines, we extract data from various sources (e.g., SharePoint, Oracle) and store them in Azure Blob Storage. That Blob container is shared across multiple environments. To prevent duplicate extractions, we use marker files: started.marker โ created when a copy begins completed.marker โ created when the copy finishes successfully If both markers exist, pipelines reuse the existing file (caching logic). This mechanism was already in place and worked well under normal conditions. The Issue: Race Conditions We observed that simultaneous executions from multiple environments sometimes led to: Overlapping attempts to create the same started.marker Duplicate copy activities Corrupted Blob files This became a serious concern because the Blob file was later loaded into Azure SQL Server, and any corruption led to failed loads. The Fix: Web Activity + REST API To solve this, we modified only the creation of started.marker by: Replacing Copy Activity with a Web Activity that calls the Azure Storage REST API The API uses Azure Blob Storage's conditional header If-None-Match: * to safely create the file only if it doesn't exist If the file already exists, the API returns "BlobAlreadyExists", which the pipeline handles by skipping. The Copy Activity is still used to copy the data and create the completed.markerโno changes needed there. Updated Flow Check marker files: If both exist (started and completed) โ use cached file If only started.marker โ wait and retry If none โ continue to step 2 Web Activity calls REST API to create started.marker Success โ proceed with copy in step 3 Failure โ another run already started โ skip/retry Copy Activity performs the data extract Copy Activity creates completed.marker Benefits Atomic creation of started.marker โ no race conditions Minimal change to existing pipeline logic with marker files Reliable downstream loads into Azure SQL Server Preserves existing architecture (no full redesign) Would love to hear: Have you used similar marker-based patterns in ADF? Any other approaches to concurrency control that worked for your team? Thanks for reading! Hope this helps someone facing similar issues.15Views0likes0CommentsCopy Activity - JSON Mapping
Hello, I have created a copy activity in Azure synapse Analytics. I have a JSON file as an input and would like to unpack and save it as a csv file. I have tried several times but can not get the data in the correct output. The below is my input file: { "status": "success", "requestTime": "2025-06-26 15:23:41", "data": [ "Monday", "Tuesday", "Wednesday" ] } I would like to save it in the following output. status requestTime Data success 26/06/2025 15:23 Monday success 26/06/2025 15:23 Tuesday success 26/06/2025 15:23 Wednesday I am struggling to configure the mapping section correctly. I can not understand how to unpack the data array. The $['data'][0] gives me the first element. I would like to extract all elements in the format above. Any help would be appreciated.87Views0likes2CommentsExport to Excel is not working
Hi, After the recent Azure Data Explorer Web UI update, the "Export to Excel" feature is no longer functioning as expected. While it works for simple tables but it takes longer time than before, it fails for tables containing complex data outputs, such as Empty, Null, Array [], or JSON data. Clicking the "Export to Excel" option does not produce the expected results. Could you please investigate this issue and provide guidance on a resolution? Thank you,47Views1like3CommentsOracle 2.0 property authenticationType is not specified
I just published upgrade to Oracle 2.0 connector (linked service) and all my pipelines ran OK in dev. This morning I woke up to lots of red pipelines that ran during the night. I get the following error message: ErrorCode=OracleConnectionOpenError,'Type=Microsoft.DataTransfer.Common.Shared.HybridDeliveryException,Message= Failed to open the Oracle database connection.,Source=Microsoft.DataTransfer.Connectors.OracleV2Core,''Type=System.ArgumentException, Message=The required property is not specified. Parameter name: authenticationType,Source=Microsoft.Azure.Data.Governance.Plugins.Core,' Here is the code for my Oracle linked service: { "name": "Oracle", "properties": { "parameters": { "host": { "type": "string" }, "port": { "type": "string", "defaultValue": "1521" }, "service_name": { "type": "string" }, "username": { "type": "string" }, "password_secret_name": { "type": "string" } }, "annotations": [], "type": "Oracle", "version": "2.0", "typeProperties": { "server": "@{linkedService().host}:@{linkedService().port}/@{linkedService().service_name}", "authenticationType": "Basic", "username": "@{linkedService().username}", "password": { "type": "AzureKeyVaultSecret", "store": { "referenceName": "Keyvault", "type": "LinkedServiceReference" }, "secretName": { "value": "@linkedService().password_secret_name", "type": "Expression" } }, "supportV1DataTypes": true }, "connectVia": { "referenceName": "leap-prod-onprem-ir-001", "type": "IntegrationRuntimeReference" } } } As you can see "authenticationType" is defined but my guess is that the publish and deployment step somehow drops that property. We are using "modern" deployment in Azure devops pipelines using Node.js. Would appreciate some help with this!Solved277Views1like6CommentsBlob Storage Event Trigger Disappears
Yesterday I ran into an odd situation where there was a resource lock and I was unable to rename pipelines or drop/create storage event triggers. An admin cleared the lock and I was able to remove and clean up the triggers and pipelines. Today, when I try to recreate the blob storage trigger to process a file when it appears in a container, the trigger creates just fine but on refresh, it disappears. If I try to recreate it again with the same name as the one that went away ADF UI says it already exists. I cannot assign it to a pipeline because the UI does not see it. Any insight as to where it is, how I can see it, or even what logs would have such activity recorded to give a clue as to what is going on. This seems like a bug.12Views0likes0CommentsParameter controls are not showing Display text
Hi, After a recent update to the Azure Data Explorer Web UI, the Parameter controls are not displaying correctly. The Display Text for parameters is not shown by default; instead, the raw Value is displayed until the control is clicked, at which point the correct Display Text appears. Could you please investigate this issue and provide guidance on a resolution? Thank you,13Views0likes0CommentsJune 2023 Update: Azure Database for PostgreSQL Flexible Server Unveils New Features
The Azure Database for PostgreSQL Flexible Server's June 2023 update is live! Now enjoy: Easier major version upgrades with reduced downtime. Server recovery feature for dropped servers. A more user-friendly Connect experience. Improved server performance with new IO enhancements. Auto-growing storage and online disk resize, now in public preview. We also support minor versions PostgreSQL 15.2 (preview), 14.7, 13.10, 12.14, 11.19. Big thanks to our dedicated team! Check out our blog for more details: https://techcommunity.microsoft.com/t5/azure-database-for-postgresql/june-2023-recap-azure-database-postgresql-flexible-server/ba-p/3868650July 2023 Recap: Azure Database PostgreSQL Flexible Server
July 2023 Recap: Azure Database PostgreSQL Flexible Server Support for PostgreSQL 15 is now available (general availability). Automation Tasks have been introduced for Streamlined Management (preview phase). Flexible Server Migration Tooling has been enhanced (general availability). Hardware Options have been expanded with the addition of AMD Compute SKUs (general availability). These updates represent substantial improvements in performance, scalability, and efficiency. Whether you are a developer, a Database Administrator (DBA), or an individual passionate about PostgreSQL, we trust that these enhancements will contribute positively to your experience with our platform. Should you find these updates valuable, we encourage you to engage with us through appropriate channels of communication. Thank you for your continued support and interest in Azure Database for PostgreSQL Flexible Server.Autoscaling with Azure: A Comprehensive Guide to PostgreSQL Optimization Using Azure Automation Task
Autoscaling Azure PostgreSQL Server with Automation Tasks Read our latest article detailing the power of Autoscaling the Azure Database for PostgreSQL Flexible Server using Azure Automation Tasks. This new feature can revolutionize how we manage resources, streamlining operations, and minimizing human error.August 2023 Recap: Azure Database for PostgreSQL Flexible Server
Absolutely thrilled to unveil our latest blog post, " ๐๐๐ด๐๐๐ ๐ฎ๐ฌ๐ฎ๐ฏ ๐ฅ๐ฒ๐ฐ๐ฎ๐ฝ: ๐๐๐๐ฟ๐ฒ ๐๐ฎ๐๐ฎ๐ฏ๐ฎ๐๐ฒ ๐ณ๐ผ๐ฟ ๐ฃ๐ผ๐๐๐ด๐ฟ๐ฒ๐ฆ๐ค๐ ๐๐น๐ฒ๐ ๐ถ๐ฏ๐น๐ฒ ๐ฆ๐ฒ๐ฟ๐๐ฒ๐ฟ ". This month is jam-packed with feature updates designed to amplify your experience! 1. ๐๐๐๐ผ๐๐ฎ๐ฐ๐๐๐บ ๐ ๐ผ๐ป๐ถ๐๐ผ๐ฟ๐ถ๐ป๐ด - Elevate your database health with improved tools and metrics. 2. ๐๐น๐ฒ๐ ๐ถ๐ฏ๐น๐ฒ ๐๐ก๐ฆ ๐ญ๐ผ๐ป๐ฒ ๐๐ถ๐ป๐ธ๐ถ๐ป๐ด - Simplify your server setup process for multiple networking models. 3. ๐ฆ๐ฒ๐ฟ๐๐ฒ๐ฟ ๐ฃ๐ฎ๐ฟ๐ฎ๐บ๐ฒ๐๐ฒ๐ฟ ๐ฉ๐ถ๐๐ถ๐ฏ๐ถ๐น๐ถ๐๐ ๐ฒ๐ป๐ต๐ฎ๐ป๐ฐ๐ฒ๐บ๐ฒ๐ป๐๐ - Now view hidden parameters for better performance optimization. 4. ๐ฆ๐ถ๐ป๐ด๐น๐ฒ ๐๐ผ ๐๐น๐ฒ๐ ๐ถ๐ฏ๐น๐ฒ ๐ฆ๐ฒ๐ฟ๐๐ฒ๐ฟ ๐ ๐ถ๐ด๐ฟ๐ฎ๐๐ถ๐ผ๐ป ๐ง๐ผ๐ผ๐น๐ถ๐ป๐ด โ Simplified migration experience with automated extension allow listing. Don't miss out! Read the full scoop here: August 2023 Recap: Azure Database for PostgreSQL Flexible ServerPostgreSQL 16 generally available (September 14, 2023)
Detailed Release Notes - https://www.postgresql.org/about/news/postgresql-16-released-2715/ How has PostgreSQL 16's new feature set changed the game for your database operations? Share your favorite enhancements and unexpected wins!835Views0likes0CommentsNovember 2023 Recap: Azure PostgreSQL Flexible Server
Excited to share our November 2023 updates for Azure Database for PostgreSQL Flexible Server Server Logs management has been streamlined for better monitoring and troubleshooting, along with customizable retention periods. Embracing the latest in security, we now support TLS Version 1.3, ensuring the most secure and efficient client-server communications. Migrations are smoother with our new Pre-Migration Validation feature, making your transition to Flexible Server seamless. Microsoft Defender integration, providing proactive anomaly detection and real-time alerts to safeguard your databases. Additionally, we've upgraded user and role migration capabilities for a more accurate and hassle-free experience. ๐ฅ Link - https://lnkd.in/gMMGaiAK Stay tuned for more updates, and feel free to share your experiences with these new features!February 2024 Recap: Azure PostgreSQL Flexible Server
Azure database for PostgreSQL Flexible Server - Feb '24 Feature Recap: General Availability of ๐ฃ๐ฟ๐ถ๐๐ฎ๐๐ฒ ๐๐ป๐ฑ๐ฝ๐ผ๐ถ๐ป๐๐ across all public Azure regions for secure, flexible connectivity. ๐๐ฎ๐๐ฒ๐๐ ๐ฒ๐ ๐๐ฒ๐ป๐๐ถ๐ผ๐ป ๐๐ฒ๐ฟ๐๐ถ๐ผ๐ป๐ to enhance your PostgreSQL performance and security. ๐๐ฎ๐๐ฒ๐๐ ๐ฃ๐ผ๐๐๐ด๐ฟ๐ฒ๐ ๐บ๐ถ๐ป๐ผ๐ฟ ๐๐ฒ๐ฟ๐๐ถ๐ผ๐ป๐ (16.1, 15.5, 14.10, 13.13, 12.17, 11.22) now supported for automatic upgrades. Enhanced ๐ ๐ฎ๐ท๐ผ๐ฟ ๐ฉ๐ฒ๐ฟ๐๐ถ๐ผ๐ป ๐จ๐ฝ๐ด๐ฟ๐ฎ๐ฑ๐ฒ ๐๐ผ๐ด๐ด๐ถ๐ป๐ด for smoother upgrades. ๐ฝ๐ด๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐ฌ.๐ฒ.๐ฌ introduced for better vector similarity searches. ๐ฅ๐ฒ๐ฎ๐น-๐๐ถ๐บ๐ฒ ๐๐ฒ๐ ๐ ๐๐ฟ๐ฎ๐ป๐๐น๐ฎ๐๐ถ๐ผ๐ป now available with Azure_AI extension. Easier ๐ข๐ป๐น๐ถ๐ป๐ฒ ๐ ๐ถ๐ด๐ฟ๐ฎ๐๐ถ๐ผ๐ป from Single Server to Flexible Server in public preview. We recommend reading our latest blog post to explore these updates in detail - https://techcommunity.microsoft.com/t5/azure-database-for-postgresql/february-2024-recap-azure-postgresql-flexible-server/ba-p/4089037March 2024 Recap: Azure PostgreSQL Flexible Server
Azure Database for PostgreSQL - Flexible Server March'24 Feature Recap ๐ ๐ถ๐ด๐ฟ๐ฎ๐๐ถ๐ผ๐ป ๐ ๐ฎ๐ฑ๐ฒ ๐๐ฎ๐๐: Seamlessly transfer PostgreSQL instances with Migration Service (GA). ๐๐ฎ๐๐ฒ๐๐ ๐ฃ๐ผ๐๐๐ด๐ฟ๐ฒ๐ ๐ ๐ถ๐ป๐ผ๐ฟ ๐ฉ๐ฒ๐ฟ๐๐ถ๐ผ๐ป๐: Automatically updated to include Postgres versions 16.2, 15.6, 14.11, 13.14, and 12.18. ๐ฃ๐ผ๐๐๐ด๐ฟ๐ฒ๐ ๐ญ๐ฒ ๐ ๐ฎ๐ท๐ผ๐ฟ ๐ฉ๐ฒ๐ฟ๐๐ถ๐ผ๐ป ๐จ๐ฝ๐ด๐ฟ๐ฎ๐ฑ๐ฒ: Test drive the newest features of PostgreSQL 16 with minimal disruption. ๐๐ ๐ฃ๐ฟ๐ฒ๐ฑ๐ถ๐ฐ๐๐ถ๐ผ๐ป๐ ๐ถ๐ป ๐ฅ๐ฒ๐ฎ๐น-๐ง๐ถ๐บ๐ฒ: Integrate machine learning predictions directly within your database with Azure_AI. ๐ก๐ฒ๐ ๐ ๐ผ๐ป๐ถ๐๐ผ๐ฟ๐ถ๐ป๐ด ๐ ๐ฒ๐๐ฟ๐ถ๐ฐ: Monitor 'Database Size' for precise capacity planning and performance optimization. Team Microsoft delivered impactful sessions and engaged with the community in Bengaluru @ PGConf India. Check out our blog for a full rundown of March's updates and how they can empower your projects - https://techcommunity.microsoft.com/t5/azure-database-for-postgresql/march-2024-recap-azure-postgresql-flexible-server/ba-p/4107275April 2024 Recap: Azure PostgreSQL Flexible Server
April 2024 Recap: Azure PostgreSQL Flexible Server - ๐๐ถ๐๐ฎ๐๐๐ฒ๐ฟ ๐ฅ๐ฒ๐ฐ๐ผ๐๐ฒ๐ฟ๐ ๐๐บ๐ฝ๐ฟ๐ผ๐๐ฒ๐บ๐ฒ๐ป๐๐: updates to read replicas ensure seamless disaster recovery with minimal downtime. - ๐ก๐ฒ๐ ๐ฃ๐ด๐๐ผ๐๐ป๐ฐ๐ฒ๐ฟ ๐ญ.๐ฎ๐ฎ.๐ญ: Experience enhanced connection pooling for better performance and stability. - ๐๐ฎ๐๐ถ๐ฒ๐ฟ ๐ข๐ป๐น๐ถ๐ป๐ฒ ๐ ๐ถ๐ด๐ฟ๐ฎ๐๐ถ๐ผ๐ป: Move from Single Server to Flexible Server without stopping your work. - ๐๐ ๐๐ฒ๐ป๐๐ถ๐ผ๐ป ๐จ๐ฝ๐ฑ๐ฎ๐๐ฒ๐: keep your database extensions up to date with ease. - ๐๐ฎ๐๐ฒ๐๐ ๐๐ ๐๐ฒ๐ป๐๐ถ๐ผ๐ป ๐ฉ๐ฒ๐ฟ๐๐ถ๐ผ๐ป๐: From TimescaleDB to PostGIS, leverage the latest functionalities to enhance your data management. Check out our new April 2024 Recap blog post for all the details and see how these changes can help you.June 2024 Recap: Azure PostgreSQL Flexible Server
June 2024 Feature Recap for Azure Database for PostgreSQL Flexible Server ๐ ๐ฎ๐ท๐ผ๐ฟ ๐ฉ๐ฒ๐ฟ๐๐ถ๐ผ๐ป ๐จ๐ฝ๐ด๐ฟ๐ฎ๐ฑ๐ฒ๐ ๐ ๐ฎ๐ฑ๐ฒ ๐ฆ๐ถ๐บ๐ฝ๐น๐ฒ - Seamlessly upgrade to PostgreSQL 16 with minimal downtime (Now GA). ๐ก๐ฒ๐ ๐ ๐ถ๐ป๐ผ๐ฟ ๐ฉ๐ฒ๐ฟ๐๐ถ๐ผ๐ป ๐จ๐ฝ๐ฑ๐ฎ๐๐ฒ๐ - Keep your server updated with the latest PostgreSQL minor versions effortlessly. ๐ฃ๐ด๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐ ๐๐ฒ๐ป๐๐ถ๐ผ๐ป - Discover new capabilities in Pgvector v0.7.0, enhancing your database's performance (Now GA). ๐ ๐ถ๐ด๐ฟ๐ฎ๐๐ถ๐ผ๐ป ๐ฆ๐ฒ๐ฟ๐๐ถ๐ฐ๐ฒ ๐๐บ๐ฝ๐ฟ๐ผ๐๐ฒ๐บ๐ฒ๐ป๐๐ - Enhanced tools and updates streamline your migration processes. ๐ฅ๐ฒ๐๐ฎ๐บ๐ฝ๐ฒ๐ฑ ๐ง๐ฟ๐ผ๐๐ฏ๐น๐ฒ๐๐ต๐ผ๐ผ๐๐ถ๐ป๐ด ๐๐๐ถ๐ฑ๐ฒ๐ - Newly updated guides to efficiently resolve database issues. ๐๐ ๐ฝ๐ฎ๐ป๐ฑ๐ฒ๐ฑ ๐ฅ๐ฒ๐ด๐ถ๐ผ๐ป๐ฎ๐น ๐ฆ๐๐ฝ๐ฝ๐ผ๐ฟ๐ - Introducing support for China North 2 and China East 2 regions. ๐๐ป๐ต๐ฎ๐ป๐ฐ๐ฒ๐ฑ ๐๐ฎ๐ฐ๐ธ๐๐ฝ ๐ข๐ฝ๐๐ถ๐ผ๐ป๐ - Long-term backup support now available for CMK-enabled servers (Preview). ๐๐ถ๐ด๐ต๐น๐ถ๐ด๐ต๐๐ ๐ณ๐ฟ๐ผ๐บ ๐ฃ๐ข๐ฆ๐๐ง๐ง๐ ๐ฎ๐ฌ๐ฎ๐ฐ - Dive into the insights shared at Azure PostgreSQL sessions! Big shout out to our engineering and product teams for their fantastic work on these features! Dive deeper into the details on our blog post here.March 2025 Recap: Azure Database for PostgreSQL Flexible Server
Azure PostgreSQL Community โ ๐ ๐ฎ๐ฟ๐ฐ๐ต ๐ฎ๐ฌ๐ฎ๐ฑ ๐จ๐ฝ๐ฑ๐ฎ๐๐ฒ๐! ๐ We're thrilled to introduce new enhancements to Azure Database for PostgreSQL Flexible Server ๐ ๐ ๐ถ๐ฟ๐ฟ๐ผ๐ฟ๐ถ๐ป๐ด ๐๐ผ ๐ ๐ถ๐ฐ๐ฟ๐ผ๐๐ผ๐ณ๐ ๐๐ฎ๐ฏ๐ฟ๐ถ๐ฐ (๐ฃ๐ฟ๐ฒ๐๐ถ๐ฒ๐) โ sync your data to OneLake in near real time. ๐ค ๐๐ ๐๐ด๐ฒ๐ป๐ ๐๐ป๐๐ฒ๐ด๐ฟ๐ฎ๐๐ถ๐ผ๐ป โ build intelligent, workflow-driven apps using AI Agent Service. ๐ก๏ธ ๐ฉ๐ฒ๐ฟ๐๐ถ๐ผ๐ป-๐น๐ฒ๐๐ ๐๐ ๐ โ simplify key management with auto-rotation. ๐ ๐ก๐ฒ๐ ๐ฅ๐ฒ๐ด๐ถ๐ผ๐ป: New Zealand North ๐ป ๐๐ฎ๐๐ฎ ๐ฆ๐๐ ๐ค๐๐ถ๐ฐ๐ธ๐ฆ๐๐ฎ๐ฟ๐ โ bootstrap your app with new Java SDK guidance ๐ ๐๐๐ ๐๐ผ๐ป๐ป๐ฒ๐ฐ๐๐ผ๐ฟ โ securely move data with TLS 1.3, Entra ID auth & more ๐ ๐ก๐ผ๐ ๐๐๐ฝ๐ฝ๐ผ๐ฟ๐๐ถ๐ป๐ด ๐บ๐ถ๐ป๐ผ๐ฟ๐ ๐ญ๐ณ.๐ฐ, ๐ญ๐ฒ.๐ด, ๐ญ๐ฑ.๐ญ๐ฎ, ๐ญ๐ฐ.๐ญ๐ณ, ๐ญ๐ฏ.๐ฎ๐ฌ โ packed with stability and performance. โ๏ธ ๐ ๐ถ๐ด๐ฟ๐ฎ๐๐ถ๐ผ๐ป + ๐๐๐ & ๐ฃ๐ผ๐ฟ๐๐ฎ๐น ๐๐บ๐ฝ๐ฟ๐ผ๐๐ฒ๐บ๐ฒ๐ป๐๐ โ more extension support, better UI, and smarter scripting options Read the full recap here: https://lnkd.in/g_yqudRW Weโd love to hear your thoughtsโfeel free to share feedback or questions in the comments! #Mirosoft #Azure #PostgreSQL #MicrosoftFabric #AI #Java #OpenSource #AzureUpdatesSeptember 2024 Recap: Azure Postgres Flexible Server
September 2024 Recap: Azure Postgres Flexible Server This month we've introduced: DiskANN Vector Index - Preview Postgres 17 - Preview Fabric Mirroring - Private Preview Migration Service โ Now supports Amazon Aurora, Google Cloud SQL, Burstable SKU, Custom FQDN Auto Migrations โ Single to Flexible server Python SDK Update Automation Tasks โ Generally Available Dive into the details and discover how these updates can improve your database management and security. Link - https://techcommunity.microsoft.com/t5/azure-database-for-postgresql/september-2024-recap-azure-postgres-flexible-server/ba-p/4270479 Weโd love to hear your thoughtsโfeel free to share feedback or questions in the comments!
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- Hello Azure Community, We have introduced a range of exciting new features and updates to Azure Database for PostgreSQL in June. From general availability of PG 17 to public preview of the SSD v2 s...Jul 08, 2025261Views2likes0Comments
- We are excited to announce the public preview High Availability (HA) support for Premium SSD v2 in Azure Database for PostgreSQL flexible server delivering faster failovers, better resiliency, and ou...Jul 08, 2025102Views0likes0Comments