Dear Vasudev,

Sage ships it's own version of python. And this python doesn't use the 
system python. When you installed matplotlib using yum, yum took care of 
all dependency's for you. To get other python packages in sage you should 
do:

sage -sh   #this starts up a shell with all environment variables set so 
that you the python you start is the sage python etc
easy_install *packagename*
*
*
For your specific situation it would mean:

sage -sh
easy_install pyGTK

Sage ships as a single product that just works, if you want to make things 
work in a different way (with different backends) then you should expect to 
do some manual installing and configuration and maybe even hacking the sage 
source code. 

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