Hi @Samy Abdul ,
Thank you for posting your query on Microsoft Q&A Platform.
Azure data factory can perform Bigdata ETL operations. You can use Copy activity to perform your data movement. It will support billion rows as well.
Click here to know how to bulk copy multiple tables using Azure data factory
Click here to know how to bulk copy files to database
If your Sink is Azure Synapse then you can use Polybase approach to load data. Click here to know more about this.
Azure Data Factory enriches PolyBase support for loading data into SQL DW. Check below Article for more details.
https://azure.microsoft.com/en-in/updates/azure-data-factory-enriched-polybase-support-for-loading-data-into-sql-dw/
Hope this will help. Please let us know if any further queries. Thank you.
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