Why is our faucet under power?
In some countries I've heard that it is not illegal to take a ground from the water system. This would allow ground-fault current to travel through the water pipes. This could be happening, and it is not safe. 

Alternatively, you could just be arcing off static electricity especially if it's cold and dry and you're wearing fuzzy slippers and synthetic thermal pajamas.