Possible Duplicate:
A Question About Dice
You have a weighted n-sided die. Every side of the die is weighted differently where side n1 has a weight of w1, n2 has a weight of w2, ...
Estimate the average number of rolls needed to see every face at least once.
This is a variant of the coupon collector's problem
Formula (14a) is what you need.
Updated after comments.