Hello @pmscorca ,
Thanks for the question and using MS Q&A platform.
You can use ADF to get the job done, you have to use a Self hosted intergration runtime (SHIR) so that ADF can communicate with the in-premise network .
Once you have SHIR , you will have to implement watermark logic to pull data from Oracle and write the same to sink using copy activity. Please read about the same here
Thanks
Himanshu
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