Is it really necessary to use Python? If you already have the graph xml file you can simply use gpt on the command line.
It is not straight forward to simply run the graph. Here you can see what is needed in java to run the graph file.
To run a graph of operators in python it is easier to run the operators separatly and use the result of the one operator in the succeeding operator.
Maybe reading this thread might help you.