Azure Data factory is one of the ETL tool in azure which is microsoft is providing, it is Extract Transformation and Load , that mean it will extract data from source and make a transformation like applying aggregate, mapping and other functions applied then load to target location, for that we use ETL tool, for this ADF will help to get data or files from source to target.