@harsham Let's start a separate issue for this.
It looks like you can write a pretty light Duct subclass that wraps around azure-datalake-store (https://pypi.org/project/azure-datalake-store/, https://github.com/Azure/azure-data-lake-store-python), and thus integrate Azure Data Lake support into omniduct.
Looking forward to your PR. :).