Hi
04032588,
Welcome to Microsoft Q&A forum and thanks for using Azure Services.
As I understand, you want to migrate Oracle DB to Azure SQL DB and not use ADF.
Please try SSMA as illustrated in the below documents:
Let us know if you face any issues.
Thank you.