Thinking To Do Bad, But You Didn't Do It, Is That A Sin？

You know the good book said that when you look at a lady lustfully that you have committed sin, so now I want to ask, if you think of to do bad thing and latter you didn't do it, is that sin, I mean you creating that bad thought in your mind is that a sin？