
Not by any stretch of the imagination
Strong Negation
Use it to express a very strong or emphatic denial about something's possibility or truth. 
Idiomatic Context
Understand it's an idiom; knowing individual word meanings doesn't convey its full sense. 
Emotional Emphasis
It often conveys the speaker's strong feelings or convictions about the statement. 