I wanted to take advantage of the new BigQuery functionality of time partitioned tables, but am unsure this is currently possible in the 1.6 version of the Dataflow SDK.
I believe it should be possible to use the partition decorator when you are not using streaming. We are actively working on supporting partition decorators through streaming. Please let us know if you are seeing any errors today with non-streaming mode.