Ever wonder why you don't see copper pipes in the head shops? Straight from Wikipedia "copper which is extremely reactive and can create toxic chemicals when triggered by one of the thousands of chemicals inherent in any smoke"

And don't even think of PVC

Stainless steel or brass would be the way to go