#!/usr/bin/env python PKG='laser_geometry' import rospy import sensor_msgs.point_cloud2 as pc2 from sensor_msgs.msg import LaserScan from laser_geometry import LaserProjection import numpy as np from itertools import product import unittest PROJECTION_TEST_RANGE_MIN = 0.23 PROJECTION_TEST_RANGE_MAX = 40.00 class BuildScanException: pass def build_constant_scan( range_val, intensity_val, angle_min, angle_max, angle_increment, scan_time): count = np.uint(np.ceil((angle_max - angle_min) / angle_increment)) if count < 0: raise BuildScanException scan = LaserScan() scan.header.stamp = rospy.Time.now() scan.header.frame_id = "laser_frame" scan.angle_min = angle_min scan.angle_max = angle_max scan.angle_increment = angle_increment scan.scan_time = scan_time.to_sec() scan.range_min = PROJECTION_TEST_RANGE_MIN scan.range_max = PROJECTION_TEST_RANGE_MAX scan.ranges = [range_val for _ in range(count)] scan.intensities = [intensity_val for _ in range(count)] scan.time_increment = scan_time.to_sec()/count return scan class ProjectionTest(unittest.TestCase): @classmethod def setUpClass(cls): rospy.init_node('projection_test') def tearDown(self): pass def test_project_laser(self): tolerance = 6 # decimal places projector = LaserProjection() ranges = [-1.0, 1.0, 2.0, 3.0, 4.0, 5.0, 100.0] intensities = np.arange(1.0, 6.0).tolist() min_angles = -np.pi / np.array([1.0, 1.5, 2.0, 4.0, 8.0]) max_angles = -min_angles angle_increments = np.pi / np.array([180., 360., 720.]) scan_times = [rospy.Duration(1./i) for i in [40, 20]] for range_val, intensity_val, \ angle_min, angle_max, angle_increment, scan_time in \ product(ranges, intensities, min_angles, max_angles, angle_increments, scan_times): try: scan = build_constant_scan( range_val, intensity_val, angle_min, angle_max, angle_increment, scan_time) except BuildScanException: if (angle_max - angle_min)/angle_increment > 0: self.fail() cloud_out = projector.projectLaser(scan, -1.0, LaserProjection.ChannelOption.INDEX) self.assertEquals(len(cloud_out.fields), 4, "PointCloud2 with channel INDEX: fields size != 4") cloud_out = projector.projectLaser(scan, -1.0, LaserProjection.ChannelOption.INTENSITY) self.assertEquals(len(cloud_out.fields), 4, "PointCloud2 with channel INDEX: fields size != 4") cloud_out = projector.projectLaser(scan, -1.0) self.assertEquals(len(cloud_out.fields), 5, "PointCloud2 with channel INDEX: fields size != 5") cloud_out = projector.projectLaser(scan, -1.0, LaserProjection.ChannelOption.INTENSITY | LaserProjection.ChannelOption.INDEX) self.assertEquals(len(cloud_out.fields), 5, "PointCloud2 with channel INDEX: fields size != 5") cloud_out = projector.projectLaser(scan, -1.0, LaserProjection.ChannelOption.INTENSITY | LaserProjection.ChannelOption.INDEX | LaserProjection.ChannelOption.DISTANCE) self.assertEquals(len(cloud_out.fields), 6, "PointCloud2 with channel INDEX: fields size != 6") cloud_out = projector.projectLaser(scan, -1.0, LaserProjection.ChannelOption.INTENSITY | LaserProjection.ChannelOption.INDEX | LaserProjection.ChannelOption.DISTANCE | LaserProjection.ChannelOption.TIMESTAMP) self.assertEquals(len(cloud_out.fields), 7, "PointCloud2 with channel INDEX: fields size != 7") valid_points = 0 for i in range(len(scan.ranges)): ri = scan.ranges[i] if (PROJECTION_TEST_RANGE_MIN <= ri and ri <= PROJECTION_TEST_RANGE_MAX): valid_points += 1 self.assertEqual(valid_points, cloud_out.width, "Valid points != PointCloud2 width") idx_x = idx_y = idx_z = 0 idx_intensity = idx_index = 0 idx_distance = idx_stamps = 0 i = 0 for f in cloud_out.fields: if f.name == "x": idx_x = i elif f.name == "y": idx_y = i elif f.name == "z": idx_z = i elif f.name == "intensity": idx_intensity = i elif f.name == "index": idx_index = i elif f.name == "distances": idx_distance = i elif f.name == "stamps": idx_stamps = i i += 1 i = 0 for point in pc2.read_points(cloud_out): ri = scan.ranges[i] ai = scan.angle_min + i * scan.angle_increment self.assertAlmostEqual(point[idx_x], ri * np.cos(ai), tolerance, "x not equal") self.assertAlmostEqual(point[idx_y], ri * np.sin(ai), tolerance, "y not equal") self.assertAlmostEqual(point[idx_z], 0, tolerance, "z not equal") self.assertAlmostEqual(point[idx_intensity], scan.intensities[i], tolerance, "Intensity not equal") self.assertAlmostEqual(point[idx_index], i, tolerance, "Index not equal") self.assertAlmostEqual(point[idx_distance], ri, tolerance, "Distance not equal") self.assertAlmostEqual(point[idx_stamps], i * scan.time_increment, tolerance, "Timestamp not equal") i += 1 if __name__ == '__main__': import rosunit rosunit.unitrun(PKG, 'projection_test', ProjectionTest)