It's on the Watersons' box set "Mighty River of Song," (2004). The Seekers also recorded it on "Morningtown Ride to Christmas," (1967).
And it was written by Cyril Tawney.
This information is from Allmusic.com.
And the lyrics are in the DT: THERE ARE NO LIGHTS ON OUR CHRISTMAS TREE.