fastest way to read a text file in to a numpy array

[Heli]

Hi, 

I need to read a file in to a 2d numpy array containing many number of lines. 
I was wondering what is the fastest way to do this?

Is even reading the file in to numpy array the best method or there are better approaches?

Thanks for your suggestions,