I have noticed that CFTimeIndex does not provide the .dayofyear attributes. Pandas DatetimeIndex does. Implementing these attributes would make certain grouping operations much easier on non-standard calendars.

Perhaps there are other similar attributes. I don't know if .dayofweek makes sense for non-standard calendars.