Transform the data by using mapping data flow

 For example, if you want to transfer the data files from Azure Storage to Azure Data Lake Storage.

we can use Copy Activity in Azure Data Factory to copy data from and to Azure Data Lake Storage Gen2 and use Data flow to transform data in Azure Data Lake Storage Gen2.