Open source GIS tool for dealing with shapefiles

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I have code a lot of coding using ArcPy but am trying to include more open source GIS in current project.

Specifically, any suggestions on which open source GIS python API could be a good fit for a project dealing with shapefiles and their attribute tables?

EDIT:

I am currently looking at python API for quantum GIS and shapely. Any suggestions on pros/cons of both would be great



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