#!/usr/bin/env python3 import os import numpy as np from cereal import car from common.params import Params from common.realtime import Priority, config_realtime_process from system.swaglog import cloudlog from selfdrive.modeld.constants import T_IDXS from selfdrive.controls.lib.longitudinal_planner import LongitudinalPlanner from selfdrive.controls.lib.lateral_planner import LateralPlanner import cereal.messaging as messaging def cumtrapz(x, t): return np.concatenate([[0], np.cumsum(((x[0:-1] + x[1:])/2) * np.diff(t))]) def publish_ui_plan(sm, pm, lateral_planner, longitudinal_planner): plan_odo = cumtrapz(longitudinal_planner.v_desired_trajectory_full, T_IDXS) model_odo = cumtrapz(lateral_planner.v_plan, T_IDXS) ui_send = messaging.new_message('uiPlan') ui_send.valid = sm.all_checks(service_list=['carState', 'controlsState', 'modelV2']) uiPlan = ui_send.uiPlan uiPlan.frameId = sm['modelV2'].frameId uiPlan.position.x = np.interp(plan_odo, model_odo, lateral_planner.lat_mpc.x_sol[:,0]).tolist() uiPlan.position.y = np.interp(plan_odo, model_odo, lateral_planner.lat_mpc.x_sol[:,1]).tolist() uiPlan.position.z = np.interp(plan_odo, model_odo, lateral_planner.path_xyz[:,2]).tolist() uiPlan.accel = longitudinal_planner.a_desired_trajectory_full.tolist() pm.send('uiPlan', ui_send) def plannerd_thread(sm=None, pm=None): config_realtime_process(5, Priority.CTRL_LOW) cloudlog.info("plannerd is waiting for CarParams") params = Params() with car.CarParams.from_bytes(params.get("CarParams", block=True)) as msg: CP = msg cloudlog.info("plannerd got CarParams: %s", CP.carName) debug_mode = bool(int(os.getenv("DEBUG", "0"))) longitudinal_planner = LongitudinalPlanner(CP) lateral_planner = LateralPlanner(CP, debug=debug_mode) if sm is None: sm = messaging.SubMaster(['carControl', 'carState', 'controlsState', 'radarState', 'modelV2'], poll=['radarState', 'modelV2'], ignore_avg_freq=['radarState']) if pm is None: pm = messaging.PubMaster(['longitudinalPlan', 'lateralPlan', 'uiPlan']) while True: sm.update() if sm.updated['modelV2']: lateral_planner.update(sm) lateral_planner.publish(sm, pm) longitudinal_planner.update(sm) longitudinal_planner.publish(sm, pm) publish_ui_plan(sm, pm, lateral_planner, longitudinal_planner) def main(sm=None, pm=None): plannerd_thread(sm, pm) if __name__ == "__main__": main()