Removed tests and debuggs
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@ -11,7 +11,7 @@ waypoints and avoiding other vehicles. The agent also responds to traffic lights
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import carla
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from enum import Enum
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from agents.navigation.local_planner import LocalPlanner, RoadOption
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from agents.navigation.local_planner import LocalPlanner
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from agents.navigation.global_route_planner import GlobalRoutePlanner
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from agents.tools.misc import get_speed, is_within_distance, get_trafficlight_trigger_location
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@ -130,23 +130,6 @@ class BasicAgent(object):
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route_trace = self.trace_route(start_waypoint, end_waypoint)
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self._local_planner.set_global_plan(route_trace, clean_queue=clean_queue)
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# for i, w in enumerate(route_trace):
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# wp = w[0].transform.location + carla.Location(z=0.1)
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# if w[1] == RoadOption.LEFT: # Yellow
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# color = carla.Color(255, 255, 0)
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# elif w[1] == RoadOption.RIGHT: # Cyan
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# color = carla.Color(0, 255, 255)
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# elif w[1] == RoadOption.CHANGELANELEFT: # Orange
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# color = carla.Color(255, 64, 0)
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# elif w[1] == RoadOption.CHANGELANERIGHT: # Dark Cyan
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# color = carla.Color(0, 64, 255)
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# elif w[1] == RoadOption.STRAIGHT: # Gray
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# color = carla.Color(128, 128, 128)
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# else: # LANEFOLLOW
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# color = carla.Color(0, 255, 0) # Green
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# self._world.debug.draw_point(wp, size=0.08, color=color, life_time=100)
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# self._world.debug.draw_string(wp, str(i), color=color, life_time=100)
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def set_global_plan(self, plan, stop_waypoint_creation=True, clean_queue=True):
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"""
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Adds a specific plan to the agent.
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@ -11,7 +11,6 @@ from __future__ import print_function
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from math import floor, sqrt, pow
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import os
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from re import L
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import numpy as np
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import xml.etree.ElementTree as ET
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@ -69,20 +68,6 @@ def enu_to_carla_loc(enu_point):
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"""Transform an ENU point into a CARLA location"""
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return carla.Location(float(enu_point.x), float(-enu_point.y), float(enu_point.z))
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def para_point_to_carla_waypoint(para_point, town_map, lane_length):
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"""Transform a para point into a CARLA waypoint"""
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ad_lane_id = para_point.laneId
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road_id, lane_id, segment_id = get_opendrive_ids(ad_lane_id)
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is_positive_lane = ad_map.lane.isLaneDirectionPositive(ad_lane_id)
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if is_positive_lane and not lane_id < 0 or not is_positive_lane and lane_id < 0:
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s = lane_length * (1 - float(para_point.parametricOffset))
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else:
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s = lane_length * float(para_point.parametricOffset)
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# print("Road: {} - Lane: {} - Lane segment: {} - s: {} ".format(road_id, lane_id, segment_id, s))
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return town_map.get_waypoint_xodr(road_id, lane_id, s)
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def is_point_at_driving_lane(para_point, town_map):
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"""Checks if a parapoint is part of a CARLA driving lane"""
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enu_point = ad_map.lane.getENULanePoint(para_point)
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@ -109,7 +94,7 @@ def to_ad_paraPoint(location, distance=1, probability=0):
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distance = [float(mmap.matchedPointDistance) for mmap in match_results]
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return match_results[distance.index(min(distance))].lanePoint.paraPoint
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def trace_route(start_waypoint, end_waypoint, town_map, sample_resolution=1, match_dist=1, max_match_dist=10):
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def trace_route(start_waypoint, end_waypoint, town_map, sample_resolution=1, match_dist=1):
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"""
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Gets the shortest route between a starting and end waypoint. This transforms the given location
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to AD map paraPoints, and iterates through all permutations to return the shortest route to ensure
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@ -132,23 +117,13 @@ def trace_route(start_waypoint, end_waypoint, town_map, sample_resolution=1, mat
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end_location = end_waypoint.transform.location
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# Get starting point matches. Due to errors in altitude parsing, iterate increasing the matching distance
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added_dist = 0
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start_matches = None
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while not start_matches and added_dist < max_match_dist:
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start_matches = _waypoint_matches(start_waypoint, town_map, match_dist + added_dist)
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added_dist += 0.2
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start_matches = _waypoint_matches(start_waypoint, town_map, match_dist)
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if not start_matches:
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print("WARNING: Couldn't find a paraPoint for location '{}'.".format(start_location))
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return wp_route
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# Get ending point matches. Due to errors in altitude parsing, iterate increasing the matching distance
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added_dist = 0
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end_matches = None
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while not end_matches and added_dist < max_match_dist:
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end_matches = _waypoint_matches(end_waypoint, town_map, match_dist + added_dist)
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added_dist += 0.2
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end_matches = _waypoint_matches(end_waypoint, town_map, match_dist)
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if not end_matches:
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print("WARNING: Couldn't find a paraPoint for location '{}'.".format(end_location))
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return wp_route
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@ -238,8 +213,6 @@ def _get_route_length(route):
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return route_length
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from srunner.scenariomanager.carla_data_provider import CarlaDataProvider
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def _get_route_waypoints(route, resolution, town_map):
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"""
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Given a route, transforms it into a list of [carla.Waypoint, RoadOption].
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@ -251,108 +224,21 @@ def _get_route_waypoints(route, resolution, town_map):
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:param resolution (float): Distance between the waypoints that form the route.
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:param town_map (carla.Map): CARLA map instance where the route will be computed
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"""
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# world = CarlaDataProvider.get_world()
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wp_route = []
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# i = 0
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for road_segment in route.roadSegments:
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for lane_segment in road_segment.drivableLaneSegments:
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# Just one segment due to route mode 'Undefined'. If not, some filtering is needed
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if float(lane_segment.laneInterval.start) == float(lane_segment.laneInterval.end):
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continue # Lengthless interval
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para_points = _get_lane_para_points(lane_segment.laneInterval, resolution)
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# lane_length = _get_opendrive_lane_length(lane_segment.laneInterval)
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for para_point in para_points:
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# carla_waypoint = para_point_to_carla_waypoint(para_point, town_map, lane_length)
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# if not carla_waypoint:
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# print("Failed the previous wp")
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# # Use its location instead
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# enu_point = ad_map.lane.getENULanePoint(para_point)
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# carla_point = enu_to_carla_loc(enu_point)
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# carla_waypoint = town_map.get_waypoint(carla_point)
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enu_point = ad_map.lane.getENULanePoint(para_point)
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carla_point = enu_to_carla_loc(enu_point)
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carla_waypoint = town_map.get_waypoint(carla_point)
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# world.debug.draw_string(carla_waypoint.transform.location, str(i), life_time=100, color=carla.Color(0,0,0))
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wp_route.append(carla_waypoint)
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# i += 1
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return wp_route
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def _get_opendrive_lane_length(lane_interval):
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"""Given a lane interval, gets the length of the lane"""
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def create_interval(lane_id, start, end):
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"""Creates and returns laneInterval instance (as ad_map.route.LaneInterval() doesn't accept inputs)"""
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interval = ad_map.route.LaneInterval()
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interval.laneId = lane_id
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interval.start = ad_physics.ParametricValue(start)
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interval.end = ad_physics.ParametricValue(end)
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return interval
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# As the opendrive length is the center of the road, get the lane with id 1 / -1
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_, lane_id, _ = get_opendrive_ids(lane_interval.laneId)
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ad_lane_id = int(str(lane_interval.laneId))
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if lane_id > 0:
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lane_range = range(lane_id - 1, -1, -1)
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else:
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lane_range = range(lane_id + 1, 1, 1)
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for lane_diff in lane_range:
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center_lane_id = ad_lane_id - lane_diff
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# print("OpenDrive key: {}*{} - AD lane ID: {} - Center Lane ID: {}".format(
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# road_id, lane_id, ad_lane_id, center_lane_id))
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if ad_map.lane.isValid(center_lane_id):
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break
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start = float(lane_interval.start)
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end = float(lane_interval.end)
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if end > start:
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lane_interval = create_interval(center_lane_id, 0, 1)
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elif start > end:
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lane_interval = create_interval(center_lane_id, 1, 0)
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is_positive_lane = ad_map.lane.isLaneDirectionPositive(lane_interval.laneId)
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enu_border = ad_map.route.getENUBorder(lane_interval)
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if is_positive_lane and not lane_id < 0 or not is_positive_lane and lane_id < 0:
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border = ad_map.lane.getLateralAlignmentEdge(enu_border, ad_physics.ParametricValue(0))
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else:
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border = ad_map.lane.getLateralAlignmentEdge(enu_border, ad_physics.ParametricValue(1))
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# world = CarlaDataProvider.get_world()
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# for point in border:
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# world.debug.draw_point(enu_to_carla_loc(point)+carla.Location(z=1), life_time=1000, color=carla.Color(0,0,0))
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# And its length
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lane_length = 0
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for i in range(1, len(border)):
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prev_point = border[i-1]
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point = border[i]
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dist_sq = pow(prev_point.x - point.x, 2) + pow(prev_point.y - point.y, 2) + pow(prev_point.y - point.y, 2)
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lane_length += sqrt(dist_sq)
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# border = ad_map.lane.getLateralAlignmentEdge(enu_border, ad_physics.ParametricValue(0))
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# lane_length = 0
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# prev_p = None
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# for p in border:
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# if prev_p:
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# lane_length += sqrt(pow(prev_p.x - p.x, 2) + pow(prev_p.y - p.y, 2) + pow(prev_p.z - p.z, 2))
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# prev_p = p
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# border = ad_map.lane.getLateralAlignmentEdge(enu_border, ad_physics.ParametricValue(1))
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# lane_length_ = 0
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# prev_p = None
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# for p in border:
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# if prev_p:
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# lane_length_ += sqrt(pow(prev_p.x - p.x, 2) + pow(prev_p.y - p.y, 2) + pow(prev_p.z - p.z, 2))
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# prev_p = p
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# print("Permutation: {}*{} - R Length: {} - L Length: {}".format(
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# is_positive_lane, lane_id>0, lane_length, lane_length_))
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return lane_length
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def get_opendrive_ids(ad_lane_id):
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"""Given an AD map lane ID, returns the corresponding opendrive road and lane ids"""
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num_lane_id = float(str(ad_lane_id))
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@ -382,8 +268,3 @@ def _get_lane_para_points(lane_interval, distance=1):
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para_points.append(para_point)
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return para_points
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"""
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laneInterval:LaneInterval(laneId:10310148, start:0.218181, end:1, wrongWay:0))
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"""
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