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Lidar combiner node migration to nav2z client (#554)
* Lidar Completion Node migration to nav2z client * precommit changes * adding copyright --------- Co-authored-by: brettpac <[email protected]>
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smacc2_client_library/nav2z_client/nav2z_client/scripts/lidar_completion.py
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# Copyright 2024 RobosoftAI Inc. | ||
# | ||
# Licensed under the Apache License, Version 2.0 (the "License"); | ||
# you may not use this file except in compliance with the License. | ||
# You may obtain a copy of the License at | ||
# | ||
# http://www.apache.org/licenses/LICENSE-2.0 | ||
# | ||
# Unless required by applicable law or agreed to in writing, software | ||
# distributed under the License is distributed on an "AS IS" BASIS, | ||
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
# See the License for the specific language governing permissions and | ||
# limitations under the License. | ||
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#!/usr/bin/env python3 | ||
import rclpy | ||
from rclpy.node import Node | ||
from sensor_msgs.msg import LaserScan | ||
from rclpy.qos import QoSProfile, ReliabilityPolicy, HistoryPolicy | ||
import logging | ||
import copy | ||
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class LidarProcessor(Node): | ||
def __init__(self): | ||
super().__init__("lidar_processor") | ||
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qos_prof_1 = QoSProfile( | ||
reliability=ReliabilityPolicy.BEST_EFFORT, history=HistoryPolicy.KEEP_LAST, depth=10 | ||
) | ||
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self.subscription = self.create_subscription( | ||
LaserScan, "/scan_input", self.lidar_callback, qos_profile=qos_prof_1 | ||
) | ||
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qos_prof_2 = QoSProfile( | ||
reliability=ReliabilityPolicy.RELIABLE, history=HistoryPolicy.KEEP_LAST, depth=10 | ||
) | ||
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self.msg_buffer = [] | ||
self.publisher = self.create_publisher(LaserScan, "/scan_output", qos_profile=qos_prof_2) | ||
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self.logger = self.get_logger() | ||
self.logger.set_level(logging.INFO) | ||
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def lidar_callback(self, msg): | ||
# self.logger.info("Received message") | ||
self.msg_buffer.append(msg) | ||
if len(self.msg_buffer) > 5: | ||
# self.logger.info("Merging messages") | ||
merged_msg = self.merge_lidar_msgs() | ||
# self.msg_buffer.pop(0) | ||
self.msg_buffer = [] | ||
self.publisher.publish(merged_msg) | ||
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def merge_lidar_msgs(self): | ||
merged_ranges = [0.0] * len(self.msg_buffer[0].ranges) * len(self.msg_buffer) | ||
# cont_inf = 0 | ||
cont_tot = 0 | ||
for i in range(len(self.msg_buffer)): | ||
for j in range(len(self.msg_buffer[i].ranges)): | ||
# if self.msg_buffer[i].ranges[j] != float("inf"): | ||
merged_ranges[cont_tot] = self.msg_buffer[i].ranges[j] | ||
cont_tot += 1 | ||
# else: | ||
# cont_inf += 1 | ||
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# self.logger.info(f"Number of infinite values from total: {cont_inf}/{cont_tot}") | ||
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merged_msg = LaserScan() | ||
# merged_msg = copy.deepcopy(self.msg_buffer[-1]) | ||
merged_msg.header = self.msg_buffer[-1].header | ||
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merged_msg.time_increment = self.msg_buffer[0].time_increment | ||
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merged_msg.angle_increment = self.msg_buffer[0].angle_increment | ||
merged_msg.angle_min = self.msg_buffer[0].angle_min | ||
merged_msg.angle_max = ( | ||
self.msg_buffer[0].angle_min + (len(merged_ranges) - 1) * merged_msg.angle_increment | ||
) | ||
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# print(f"first angle_min: {self.msg_buffer[0].angle_min}") | ||
# print(f"angle_min: {merged_msg.angle_min}") | ||
# print(f"angle_max: {merged_msg.angle_max}") | ||
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# merged_msg.angle_min = self.msg_buffer[0].angle_min - self.msg_buffer[0].angle_increment*len(self.msg_buffer) | ||
# merged_msg.angle_max = merged_msg.angle_min + (len(merged_ranges)-1)*merged_msg.angle_increment | ||
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merged_msg.range_min = min(msg.range_min for msg in self.msg_buffer) | ||
merged_msg.range_max = max(msg.range_max for msg in self.msg_buffer) | ||
merged_msg.ranges = merged_ranges | ||
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return merged_msg | ||
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def main(args=None): | ||
rclpy.init(args=args) | ||
lidar_processor = LidarProcessor() | ||
rclpy.spin(lidar_processor) | ||
lidar_processor.destroy_node() | ||
rclpy.shutdown() | ||
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if __name__ == "__main__": | ||
main() |