Hi Swathy,
Delphix currently doesn't support data virtualization and masking in Hadoop, however you can still export/import the data to a container that we support, such as a Oracle database, so that you can virtualize and mask it.
You can find more information on this community topic
here.
Please let me know if you require any further information and I will happy to help.
Regards
Sandro