"on-duty" vs. "off-duty" police weapons.

[2wingo]

I notice that these terms get thrown around a lot, and it has raised a few questions:

1.) Are cops not allowed to carry their issued sidearm when not on duty?

2.) Are they obligated to carry only what their department issues them when on duty, or can they also carry their own choice of sidearm?