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Azure Data Factory Blog
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2,790

Integrate Microsoft Fabric with SAP data with USB4SAP [in live and cached mode]

Sunil_Sabat on May 29 2024 09:56 AM
Vendor Ecoservity's USB4SAP solution integrates MS Fabric to provision SAP's raw & semantic information for PowerBI / On...
5,605

Optimizing ETL Workflows: A Guide to Azure Integration and Authentication with Batch and Storage

Josedobla on May 27 2024 10:00 AM
Unlock the Power of Azure: Transform Your ETL Pipelines Dive into the world of data transformation and discover how to b...
7,148

Data Factory Increases Maximum Activities Per Pipeline to 80

Noelle_Li on Mar 29 2024 10:00 AM
This week we have doubled the limit on number of activities you may define in a pipeline, from 40 to 80. With more freed...
2,878

Action Required: Switch from Memory Optimized Data Flows in Azure Data Factory to General Purpose

Noelle_Li on Mar 25 2024 04:57 PM
Azure Data Factory Memory Optimized Data Flows will be fully retired on April 1, 2027. Going forward, all ADF Data Flows...
2,662

Continued region expansion: Azure Data Factory is generally available in two more regions

Chunhua on Jan 17 2024 10:00 AM
Azure Data Factory is now available in two new regions. 
3,322

Continued region expansion: Azure Data Factory is generally available in Poland Central

Chunhua on Oct 27 2023 12:00 PM
Azure Data Factory is now available in Poland Central
5,056

General Availability of Time to Live (TTL) for Managed Virtual Network in Azure Data Factory

lrtoyou1223 on Oct 10 2023 09:00 PM
We are excited to announce the general availability of Azure Data Factory Managed Virtual Network Time to Live (TTL).
26K

Metadata Driven Pipelines for Dynamic Full and Incremental Processing in Azure SQL

Marc_Bushong on Sep 28 2023 07:35 AM
With Azure SQL or Synapse, you can facilitate a dynamic ETL for incremental processing (dynamic SQL delete and insert) a...
6,333

Integer Type Available for Pipeline Variables

ChenyeCharlieZhu on Aug 17 2023 02:10 PM
We are excited to announce that integer type has been added to pipeline variables. This will significantly simplify your...
5,307

Documentation search now embedded in Azure Data Factory

Mark Kromer on Jul 13 2023 02:40 PM
Azure Data Factory has added documentation search to the embedded search bar
10.5K

Comment Out Part of Pipeline

ChenyeCharlieZhu on Jul 07 2023 01:46 PM
To kick start the second half of 2023, ADF team has brought you major improvements in pipeline development and authoring...
4,710

Continued region expansion: Azure Data Factory just became generally available in Sweden Central

Chunhua on Jun 29 2023 10:37 PM
Azure Data Factory is now available in Sweden Central.
9,328

Securing outbound traffic with Azure Data Factory's outbound network rules

Abhishek Narain on Jun 12 2023 12:00 PM
The Outbound Rules feature in Azure Data Factory allows organizations to exercise granular control over outbound traffic...
7,111

Introducing optional Source settings for DelimitedText and JSON sources for top-level CDC resource

Krishnakumar_Rukmangathan on Jun 02 2023 06:00 AM
We are excited to introduce optional source configurations for Delimited source and JSON sources in top-level CDC resour...
9,984

Unroll multiple arrays in a single Flatten step in ADF

Mark Kromer on Apr 21 2023 12:48 PM
You can now easily unroll multiple arrays inside a single Flatten transformation in Azure Data Factory and Azure Synapse...
5,373

ADF private DNS zone overrides ARM DNS resolution causing ‘Not found’ error.

Sachin215 on Apr 18 2023 04:47 PM
#Issue: ADF private DNS zone overrides ARM DNS resolution causing ‘Not found’ error #Solution Steps: Note: If the custom...
6,022

Trigger ADF pipeline using Storage event trigger over private network.

Sachin215 on Apr 18 2023 12:31 PM
Project Technology: Azure function, ADF, Azure Synapse, ADLS Issue description: Customer has a strict regulatory complia...
9,160

Pipeline Logic 3: Error Handling and Try Catch

ChenyeCharlieZhu on Apr 05 2023 10:20 AM
In this series on Orchestration, we will dive deep to understand conditional executions in ADF, and build complex logic ...
7,567

Capture Changed Data From your Cosmos DB analytical store (Preview)

Mark Kromer on Mar 30 2023 09:33 AM
Making it super-easy to create efficient and fast ETL processing the cloud, Azure Data Factory has invested heavily in c...
8,460

Azure Data Factory February 2023 Monthly Update

Noelle_Li on Mar 09 2023 04:20 PM
Welcome to Azure Data Factory’s February monthly update! Here we’ll share the latest updates on what’s new in Azure Data...
22.3K

Process your data in seconds with new ADF real-time CDC

Mark Kromer on Mar 03 2023 01:50 PM
In January, we announced that we've elevated our Change Data Capture features front-and-center in ADF. Up until just tod...
23.1K

Introducing Dark Mode for ADF Studio

Noelle_Li on Mar 02 2023 01:57 PM
Today, we are excited to share that Dark Mode is now available in the Azure Data Factory Studio!
10.7K

Best practices for Azure Data Factory Integration Runtime

lrtoyou1223 on Feb 17 2023 01:07 PM
Integration runtime is a core component of Azure Data Factory. Users can use the integration runtime created by default ...
26.5K

You can now customize the return value from your pipeline!

Mark Kromer on Feb 16 2023 10:25 AM
When building complex workflows in the cloud with Azure Data Factory and Azure Synapse Pipelines, a very common pattern ...
7,403

Azure Data Factory January 2023 Monthly Update

Noelle_Li on Feb 07 2023 02:00 PM
Welcome to Azure Data Factory’s January monthly update! Here we’ll share the latest updates on what’s new in Azure Data ...
5,499

Directly Launch Pipeline Template Gallery through the Azure Portal

Penny_Zhou on Feb 07 2023 11:22 AM
We are excited to announce an easier way to access pipeline template gallery - launch the Pipeline Template Gallery dire...
65.3K

Introducing 'Workflow Orchestration Manager' powered by Apache Airflow in Azure Data Factory

Abhishek Narain on Feb 01 2023 12:03 PM
Today, we are excited to announce the capability to run Apache Airflow DAGs (Directed Acyclic Graph) within Azure Data F...
11.8K

Orchestrate and operationalize Synapse Notebooks and Spark Job Definitions from Azure Data Factory

Abhishek Narain on Jan 25 2023 11:18 AM
Today, we are introducing support for orchestrating Synapse notebooks and Synapse spark job definitions (SJD) natively f...
7,677

Pipeline Logic 2: OR (at least 1 activity succeeded or failed)

ChenyeCharlieZhu on Jan 24 2023 01:58 PM
In this series on Orchestration, we will dive deep to understand conditional executions in ADF, and build complex logic ...
29.8K

Announcing the Public Preview of a new top-level CDC resource in ADF

Noelle_Li on Jan 23 2023 12:37 PM
Azure Data Factory (ADF) has recently added many new CDC-enabled connectors to process change data from SQL, Storage, Co...

Latest Comments

CampbellM1420
in Granular Billing for Azure Data Factory on Sep 12 2024 06:39 PM
@ChenyeCharlieZhu is it possible to configure this setting via infrastructure as code during ARM template, Bicep file deployments or using Powershell etc? We don't want to have to manually configure this each time we create a new ADF resource!
0 Likes
mickhanneyIRL
in Securing outbound traffic with Azure Data Factory's outbound network rules on Sep 10 2024 05:00 AM
Hi,I am trying to get line of sight on when this policy will move from Preview to Generally Available? Its been more than a year since original post. ThanksM
1 Likes
RichardPolhill
in Time Zone and Daylight Saving Support for Schedule Trigger on Aug 14 2024 03:33 AM
Why did they choose the utterly misleading "GMT Standard Time" for UK time? True GMT is, for all intents and purposes, identical to UTC with no DST.
0 Likes
Ratty1967UK
in Data Preview and Debug Improvements in Mapping Data Flows on Aug 08 2024 12:41 AM
Since the latest update to Spark 3.3 - it takes several minutes to start a debug cluster
0 Likes
danielrozental
in Announcing the Public Preview of a new top-level CDC resource in ADF on Jul 26 2024 10:28 AM
Hi @Noelle_Li, would you please share any updates on this feature becoming GA.
0 Likes