We present techniques for the analysis and numerical analysis of non-local non-linear pdes. We apply these techniques to an equation derived from the modelling of traffic flow. We introduce a macroscopic model in the form of a Hamilton-Jacobi equation with a junction condition. More precisely, the goal of this work is to obtain the numerical homogenization of a non-local pde deriving from a first order discrete model for traffic flow that simulates the presence of a local perturbation. Previously we showed that the solution of the discrete microscopic model converges to the (unique) solution of a HamiltonJacobi equation posed on a network and with a junction condition (it can be seen as a flux limiter that keeps the memory of the local perturbation). The goal of this article is to provide a numerical scheme