extract table and non table content (text) from pdf

I have huge selection of pdf files, that I want extract table and non table content (text) from , with python any solution is welcome. The goal is to maintain the formatting (table) of the pdf. I want files to be light weight so that it can be incorporated on web page. Mostly data and formatting (we can ignore image that make files heavy)