from locust import HttpUser, TaskSet, task, between import csv import random from collections import defaultdict import os class OSRMTasks(TaskSet): def on_start(self): random.seed(42) self.coordinates = [] self.tracks = defaultdict(list) gps_traces_file_path = os.path.expanduser('~/gps_traces.csv') with open(gps_traces_file_path, 'r') as file: reader = csv.DictReader(file) for row in reader: coord = (float(row['Latitude']), float(row['Longitude'])) self.coordinates.append(coord) self.tracks[row['TrackID']].append(coord) self.track_ids = list(self.tracks.keys()) @task def get_route(self): start = random.choice(self.coordinates) end = random.choice(self.coordinates) start_coord = f"{start[1]:.6f},{start[0]:.6f}" end_coord = f"{end[1]:.6f},{end[0]:.6f}" self.client.get(f"/route/v1/driving/{start_coord};{end_coord}?overview=full&steps=true") @task def get_table(self): num_coords = random.randint(3, 500) selected_coords = random.sample(self.coordinates, num_coords) coords_str = ";".join([f"{coord[1]:.6f},{coord[0]:.6f}" for coord in selected_coords]) self.client.get(f"/table/v1/driving/{coords_str}") @task def get_match(self): track_id = random.choice(self.track_ids) track_coords = self.tracks[track_id] coords_str = ";".join([f"{coord[1]:.6f},{coord[0]:.6f}" for coord in track_coords]) self.client.get(f"/match/v1/driving/{coords_str}?steps=true") @task def get_nearest(self): coord = random.choice(self.coordinates) coord_str = f"{coord[1]:.6f},{coord[0]:.6f}" self.client.get(f"/nearest/v1/driving/{coord_str}") @task def get_trip(self): num_coords = random.randint(2, 10) selected_coords = random.sample(self.coordinates, num_coords) coords_str = ";".join([f"{coord[1]:.6f},{coord[0]:.6f}" for coord in selected_coords]) self.client.get(f"/trip/v1/driving/{coords_str}?steps=true") class OSRMUser(HttpUser): tasks = [OSRMTasks] wait_time = between(0.01, 0.1)