Ever since I started consuming ash gourd juice, I am urinating a lot throughout the day & night. Is this normal?

Yes, it is not a problem. 

Please observe your body for a few more days. If it causes any other severe discomfort, you may leave it. It's important to listen to your body and follow it's signals, when following the Satvic lifestyle.