Assume the porous medium is filled with water, and fully connected to the left and right boundary at the indicated boundaries. To simplify, we can assume that the porous medium stretches a half grid block into the two reservoirs where the connections are indicated. a) Set up the linear equations describing this system. b) We want to solve the system of equations using matrix form, Ap = b. Set up the matrix A and vector b in Python.