I've heard there are many different open source tools that allow you to do it in different ways. Have a look at this link:

https://en.wikipedia.org/wiki/Wikipedia:Database_download

I'm not sure about downloading the whole of Wikipedia at once, since new articles are written every day but there are data dumps available that can make downloading everything a lot faster.