Copying delta to Azure SQL DB.

KVNARK
Honored Contributor II

How to copy DELTA to AZURE SQL DB using ADF?

Earlier we are using parquet format. Now, We have converted parquet to Delta by using below command:

CONVERT TO DELTA parquet.path (Azure Blob Path)

daniel_sahal
Databricks MVP

You can use Azure Databricks Delta Lake linked service

(https://learn.microsoft.com/en-us/azure/data-factory/connector-azure-databricks-delta-lake?tabs=data-factory)

or source directly from Blob using Mapping data flow (https://learn.microsoft.com/en-us/azure/data-factory/format-delta)

View solution in original post

Aviral-Bhardwaj
Esteemed Contributor III

this is good details

AviralBhardwaj

Ajay-Pandey
Databricks MVP

Hi @Aviral Bhardwaj​ in ADF there is an option of a delta lake file you can directly save your file in delta lake format.

image

Ajay Kumar Pandey

Aviral-Bhardwaj
Esteemed Contributor III

amazing , never seen this before,thanks

AviralBhardwaj

KVNARK
Honored Contributor II

@Ajay Pandey​ is this recently introduced in Azure?

Yes,

Now you directly write data using azure databricks delta lake connector.

Ajay Kumar Pandey

KVNARK
Honored Contributor II

wow. great feature. Thanks a lot for letting the group know!!!