What I want to achieve is to get a website screenshot from any website in python.
Env: Linux
On the Mac, there's webkit2png and on Linux+KDE, you can use khtml2png. I've tried the former and it works quite well, and heard of the latter being put to use.
I recently came across QtWebKit which claims to be cross platform (Qt rolled WebKit into their library, I guess). But I've never tried it, so I can't tell you much more.
The QtWebKit links shows how to access from Python. You should be able to at least use subprocess to do the same with the others.
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