Create Generic SCD Pattern in ADF Mapping Data Flows
Oct 18, 2019 · With ADF Mapping Data Flows, you can minimize the number of different flows that you need to create by creating generic, reusable data flows. The key is to identify the commonality …
ADF Adds Hierarchical & JSON Data Transformations to Mapping Data …
Sep 28, 2019 · The Azure Data Factory team has released JSON and hierarchical data transformations to Mapping Data Flows. With this new feature, you can now ingest, transform, generate schemas, …
ADF Data Flows Script Into: Copy, Paste, Snippets
Mar 25, 2020 · ADF Data Flows has a low-code graph-based UI to design and develop data transformations at scale. But the script behind those graphs is very powerful. This article introduces …
Process Azure Event Hubs data using Azure Data Factory Mapping …
Dec 15, 2022 · Implementation Details The following diagram shows the sample Mapping Data Flow I have implemented where source is ADLS Gen2 with data from Azure Event Hubs Capture and there …
ADF Data Flow Fails with "Path does not resolve to any file" — Dynamic ...
May 1, 2025 · ADF Data Flow Fails with "Path does not resolve to any file" — Dynamic Parameters via Trigger Hi guys, I'm running into an issue with my Azure Data Factory pipeline triggered by a Blob …
ADF Adds Cached Lookups to Data Flows
Nov 1, 2020 · ADF has added the ability to now cache your data streams to a sink that writes to a cache instead of a data store, allowing you to implement what ETL tools typically refer to as Cached …
ADF adds TTL to Azure IR to reduce Data Flow activity times
Sep 26, 2019 · ADF has added a TTL (time-to-live) option to the Azure Integration Runtime for Data Flow properties to reduce data flow activity times.
Action Required: Switch from Memory Optimized Data Flows in Azure …
Mar 25, 2024 · Azure Data Factory Memory Optimized Data Flows will be fully retired on April 1, 2027. Going forward, all ADF Data Flows will use the General Purpose SKU that will provide performance …
New data flow functions for dynamic, reusable patterns
May 15, 2020 · ADF has added columns () and byNames () functions to make it even easier to build ETL patterns that are reusable and flexible for generic handling of dimensions and other big data …
REST source and sink now available for data flows
Jul 30, 2021 · Data flows in Azure Data Factory and Azure Synapse Analytics now support REST endpoints as both a source and sink with full support for both JSON and XML payloads. You can …