routing-ortools-osrm

Routing

Description

Package to use Ortools combine with Osrm for routing.

Install

• You should have a OSRM server with the right data section

Options

You can set local search options with params in https://developers.google.com/optimization/routing/routing_options#local_search_options

Usage

• import package and set the host

from routingoo.routing_data_matrix import RoutingDataMatrix
from routingoo.vrp_solver import VrpSolver

HOST=my_host # eg "localhost:5000" or "router.project-osrm.org"

• Set location address in one list

add1 = '15 Rue Basse Monaco'
add2 = '1 Avenue des Pins Monaco'
add3 = """ Maison de Stéphanie de Monaco, Avenue Saint-Martin,
Monaco-Ville, Monaco, 98000 """
locations = [add1, add2, add3]

• Retrive coordinates and distance and duration infos with Nominatim and OSRM

routing_data_matrix = RoutingDataMatrix(host=HOST)
coordinates, points = routing_data_matrix.coordinate_infos(locations)
distance_matrix, duration_matrix = routing_data_matrix.distance_duration_matrix_simple_route(points)

• Use solver to find a heuristic

num_vehicles = 1
vrp_solver = VrpSolver(num_vehicles)
route = vrp_solver.solver_guided_local_search(distance_matrix, time_max)[0]

• Retrieve the total distance if needed

total_distance = vrp_solver.compute_total_distance(route, distance_matrix)

Model methods

• RoutingDataMatrix

  • init(self, host="localhost:5000")
  • coordinate_infos(self, locations)
  • distance_duration_matrix_simple_route(self, points)

• VrpSolver

  • init(self, num_vehicles)
  • create_data_model(self, distance_matrix)
  • compute_total_distance(self, route, distance_matrix, unite_mesure="m", show_log=False)
  • print_solution(self, manager, routing, solution)
  • get_routes(self, manager, routing, solution)
  • solver_guided_local_search(self, distance_matrix, time_max, heuristic_type="FirstSolutionStrategy", heuristic="PATH_CHEAPEST_ARC",max_travel_distance=False, show_log=False)

Sample for Osrm server with Monaco data on localhost:5OOO

• Retrieve the data :

wget http://download.geofabrik.de/europe/monaco-latest.osm.pbf

• Extract data :

docker run -t -v $(pwd):/data osrm/osrm-backend:latest osrm-extract -p /opt/car.lua /data/monaco-latest.osm.pbf

• Contract data :

docker run -t -v $(pwd):/data osrm/osrm-backend:latest osrm-contract /data/monaco-latest.osrm

• Run your server on localhost:5000 :

docker run -t -i -p 5000:5000 -v $(pwd):/data osrm/osrm-backend:latest osrm-routed /data/monaco-latest.osrm

Testing

• use python -m unittest discover -v
• :warning: the tests use VCR if you want fresh call to Nominatim and Osrm remove the folder vcr_cassettes

Resources :

• https://developers.google.com/optimization/routing
• https://github.com/Xevib/pynominatim
• https://github.com/ustroetz/python-osrm