Hi @grajee
If you don't mind me asking, if you want to copy the Ids you currently have on your On-Prem source, why do you create the identity column in AzureSQL?
Anyway, if you do want to keep that column has an Identity column, you can achieve that in the Copy Activity by executing a pre-copy script on the Sink which disables the identity column before the insert