How long can one use a set of tubes before shutting them off from heat generally? (per session)
Heat is not an issue. Tubes have a finite life, usually 5,000 to 10,000 hours. You could turn the amp on and leave it until the tubes fail. It will not hurt the amp, just waste the life of the tubes.
I turn mine on in the morning and shut it off at night.