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Azure Data Factory Blog

  • 114 Blog Articles
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2,252

Use ADF to Turn Hierarchical Structures into Relational Data

Mark Kromer on Nov 24 2021 02:44 PM
Azure Data Factory and Azure Synapse Analytics pipelines include the powerful code-free data transformation feature call...
2,377

Mapping Data Flow gets new native connectors

Mark Kromer on Oct 20 2021 02:15 PM
We've just released 2 new native Mapping Data Flow connectors: AWS S3 as a source in Synapse data flows and Azure Data E...
2,602

Support for user-assigned managed identity in Azure Data Factory

Abhishek Narain on Oct 13 2021 01:45 AM
Bring your user-assigned managed identity to securely access data stores using AAD authentication from Data Factory.
2,128

General availability (GA): Azure Data Factory managed virtual network

lrtoyou1223 on Oct 11 2021 05:43 PM
Azure Data Factory (ADF) managed virtual network is now generally available.
6,115

Data Wrangling at Scale with ADF's Power Query Activity, now Generally Available

Mark Kromer on Oct 08 2021 02:51 PM
Microsoft Brings Data Wrangling at Scale with ADF's Power Query Activity General Availability
4,664

Operationalize and Provide SLA for Data Pipelines

ChenyeCharlieZhu on Sep 20 2021 09:21 AM
Avoid long running pipelines. Define Elapsed Time Metric for pipelines to monitor long running pipelines, notify enginee...
2,223

CICD Improvements with GitHub support in Azure Government and Azure China

Abhishek Narain on Aug 26 2021 01:59 AM
Bring your own OAuth application for authenticating into GitHub (source control) from Azure U.S. Government and Azure Ch...
3,089

Event Driven Architecture with Custom Event Trigger and Advanced Filtering

ChenyeCharlieZhu on Aug 17 2021 09:18 PM
Implement Event Driven Architecture (EDA) and run pipelines in response to incoming events posted to Event Grid.
2,246

Synapse Data Flows Enables Direct Workspace DB Connector

Mark Kromer on Aug 14 2021 09:00 AM
New public preview: Synapse Data Flows Enables Direct Workspace DB Connector makes it super easy to build ETL processes ...
2,391

Diagnostic tool for self-hosted integration runtime

lrtoyou1223 on Aug 10 2021 11:40 PM
Users can run this diagnostic tool to do a health check on self-hosted integration runtime and generate result report.
7,579

REST source and sink now available for data flows

Mark Kromer on Jul 30 2021 01:31 PM
Data flows in Azure Data Factory and Azure Synapse Analytics now support REST endpoints as source and sink with full sup...
2,905

Share Your Best Practice about Data Integration

Penny_Zhou on Jul 28 2021 09:16 PM
We love to hear your #DataIntegrationBestPractice! Share your best practice when using Azure Data Factory, Synapse Pipel...
2,196

Support setting custom metadata when writing to Blob/ADLS Gen2

jianleishen on Jul 13 2021 10:36 PM
Support setting custom metadata when writing to Blob/ADLS Gen2
6,787

Get metadata driven data ingestion pipelines on ADF within 10 minutes

Ye Xu on Jul 08 2021 08:29 PM
Now you can build large-scale data copy pipelines with metadata-driven approach on copy data tool within 10 minutes !!
5,510

The new and refreshing data factory home page

Abhishek Narain on Jul 04 2021 11:59 PM
Refreshing new Data Factory home page with modern and more accessible UI. Yes, it's not only Windows 11 that carries the...
2,491

SharePoint Online Multiple Files (Folder) Copy with Http Connector

RoshnaNazir on Jul 01 2021 03:47 AM
This blog shows how to copy multiple files from a folder from SharePoint Online using ADF. Go through this public docume...
8,711

Send notification on a Microsoft Teams channel from a Data Factory pipeline

Abhishek Narain on Jun 18 2021 05:09 AM
Notify teams channel from a data pipeline!
3,003

Azure Data Factory Copy now supports Always Encrypted for both source and sink

jianleishen on Jun 17 2021 07:55 PM
Always Encrypted is now supported in Azure SQL Database connector, Azure SQL Managed Instance connector and SQL Server c...
2,094

New Connectors Available in ADF: MongoDB and MongoDB Atlas are Supported as both Source and Sink

jianleishen on Jun 11 2021 06:17 PM
Azure Data Factory is continuously enriching the connectivity to enable you to easily integrate with diverse data stores...
5,045

Updated data flows monitoring UI in ADF & Synapse

Mark Kromer on Jun 10 2021 11:25 AM
Azure Data Factory and Azure Synapse Analytics have a new update for the monitoring UI to make it easier to view your da...
4,033

A Re-designed Copy Data Tool Experience

jianleishen on Jun 07 2021 11:44 PM
Azure Data Factory has re-designed Copy Data Tool with improved experience for user to build a copy activity with ease a...
10.6K

New Data Flow Connector: SQL Server as Source and Sink

Mark Kromer on Jun 01 2021 03:44 PM
SQL Server is now available as a source and sink in mapping data flows in Azure Data Factory and Azure Synapse Analytics...
1,528

New Connectors Available in ADF: Oracle Cloud Storage; Amazon S3 Compatible Storage

jianleishen on May 26 2021 08:26 PM
Azure Data Factory is continuously enriching the connectivity to enable you to easily integrate with diverse data stores...
2,770

XML added to Parse transformation in ADF and Synapse Data Flows

Mark Kromer on May 10 2021 03:36 PM
Azure Data Factory has added XML parsing to the data flows Parse transformation in ADF and Synapse Analytics
3,199

Understanding Pipeline Failures and Error Handling 2

ChenyeCharlieZhu on Apr 29 2021 04:00 PM
Elegantly handle error conditions without failing the pipeline. Mark DO-IF-ELSE handling logic as SUCCESS with a dummy U...
10.7K

How to startup your data flows execution in less than 5 seconds! (Public Preview)

Mark Kromer on Apr 12 2021 12:27 AM
Data Flow is Azure's low-code visual data transformation feature found in Azure Data Factory and Azure Synapse Analytics...
4,006

Azure Data Factory Product April 2021 Updates - At a Glance

Wee Hyong Tok on Apr 05 2021 05:34 PM
The Azure Data Factory (ADF) engineering team values each opportunity to engage the community, and to hear directly from...
3,323

ADF connector updates: Azure Data Explorer, SFTP, REST and HTTP

Linda_Wang on Mar 25 2021 06:06 PM
Data Factory adds new authentication mechanisms in Azure Data Explorer, SFTP, REST and HTTP connectors to provide you mo...
1,896

ADF adds Azure Database for MySQL connector in Data Flow

Linda_Wang on Mar 11 2021 10:53 AM
Azure Data Factory now enables Azure Database for MySQL connector in Data Flow for you to build powerful ETL processes.

Latest Comments

Umashankar_Janakiraman
in Support for user-assigned managed identity in Azure Data Factory on Nov 30 2021 09:11 AM
@Abhishek Narain : can we expect the add dynamic content feature to the credential creation process? i dont see this option enabled currently. This should be useful during devops override values for environment specific credentials.
0 Likes
shruthiv
in Send notification on a Microsoft Teams channel from a Data Factory pipeline on Nov 25 2021 10:29 AM
I have configured all the steps mentioned in the article. When I run the pipeline, ended up in an error - Request timeout. Make sure to get response in 1 minute. Please suggest a way to get rid of the error. No notification are posted in teams channel.
0 Likes
strangenyo
in Time Zone and Daylight Saving Support for Schedule Trigger on Nov 24 2021 09:00 AM
If you set the trigger to every ‘Sunday’ with the time set to 02:00 and time zone as CET/CEST, will the pipeline be triggered twice on last Sunday of October and never triggered on last Sunday of March? Thanks.
0 Likes
MattC22
in How to startup your data flows execution in less than 5 seconds! (Public Preview) on Nov 24 2021 02:28 AM
@alexldc I believe the Quick re-use feature is available only on a new IR (Integration Runtime) which has a region selected. In your case, you're using the AutoResolve, hence you will need to create a new IR.
0 Likes
jamesearlpace
in Time Zone and Daylight Saving Support for Schedule Trigger on Nov 23 2021 12:32 PM
If you want it to respect day light savings time and fire at the same time daily you will need to set the Trigger recurrence as every ‘Day’ with the hours set to [ 1, 9, 17 ] and Minute as [ 0 ]. With this, the trigger will attempt to fire at the same hours every day (1am, 9am, 5pm) and it will take...
0 Likes