How long will water will stay in fuel line

I have a Nissan Maxima and the car is stalling at random times and I suspect the fuel line or the gas tank has water.
My question is this: How long will water stay in the gas tank or fuel line if left untreated? Could the water stay for one week, one month or one year?

Thanks,
Evan