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1,整合所有moveit节点到一个move_group中,并整合所有的controller依次激活 2,添加pymoveit2的节点,使用json可直接启动 3,修改机械臂规划方式,添加约束,让冗余关节不会进行过多移动
371 lines
16 KiB
Python
371 lines
16 KiB
Python
import json
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import os
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from pathlib import Path
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import re
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import yaml
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from launch import LaunchService
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from launch import LaunchDescription
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from launch_ros.actions import Node as nd
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import xacro
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from lxml import etree
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from launch_param_builder import load_yaml
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from launch_ros.parameter_descriptions import ParameterFile
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from unilabos.registry.registry import lab_registry
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from ament_index_python.packages import get_package_share_directory
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def get_pattern_matches(folder, pattern):
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"""Given all the files in the folder, find those that match the pattern.
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If there are groups defined, the groups are returned. Otherwise the path to the matches are returned.
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"""
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matches = []
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if not folder.exists():
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return matches
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for child in folder.iterdir():
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if not child.is_file():
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continue
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m = pattern.search(child.name)
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if m:
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groups = m.groups()
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if groups:
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matches.append(groups[0])
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else:
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matches.append(child)
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return matches
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class ResourceVisualization:
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def __init__(self, device: dict, resource: dict, enable_rviz: bool = True):
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"""初始化资源可视化类
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该类用于将设备和资源的3D模型可视化展示。通过解析设备和资源的配置信息,
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从注册表中获取对应的3D模型文件,并使用ROS2和RViz进行可视化。
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Args:
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device (dict): 设备配置字典,包含设备的类型、位置等信息
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resource (dict): 资源配置字典,包含资源的类型、位置等信息
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registry (dict): 注册表字典,包含设备和资源类型的注册信息
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enable_rviz (bool, optional): 是否启用RViz可视化. Defaults to True.
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"""
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self.launch_service = LaunchService()
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self.launch_description = LaunchDescription()
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self.resource_dict = resource
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self.resource_model = {}
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self.resource_type = ['deck', 'plate', 'container']
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self.mesh_path = Path(__file__).parent.absolute()
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self.enable_rviz = enable_rviz
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registry = lab_registry
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self.srdf_str = '''<?xml version="1.0" ?>
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<robot xmlns:xacro="http://ros.org/wiki/xacro" name="full_dev">
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</robot>
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'''
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self.robot_state_str= '''<?xml version="1.0" ?>
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<robot xmlns:xacro="http://ros.org/wiki/xacro" name="full_dev">
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<link name="world"/>
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</robot>
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'''
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self.root = etree.fromstring(self.robot_state_str)
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self.root_srdf = etree.fromstring(self.srdf_str)
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xacro_uri = self.root.nsmap["xacro"]
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self.moveit_nodes = {}
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self.moveit_nodes_kinematics = {}
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self.moveit_controllers_yaml = {
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"moveit_controller_manager": "moveit_simple_controller_manager/MoveItSimpleControllerManager",
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"moveit_simple_controller_manager": {
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"controller_names": []
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}
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}
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self.ros2_controllers_yaml = {
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"controller_manager": {
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"ros__parameters": {
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"update_rate": 100,
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"joint_state_broadcaster": {
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"type": "joint_state_broadcaster/JointStateBroadcaster",
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}
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}
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}
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}
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# 遍历设备节点
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for node in device.values():
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if node['type'] in self.resource_type or (node['type'] == 'device' and node['class'] != ''):
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model_config = {}
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if node['type'] in self.resource_type:
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resource_class = node['class']
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if resource_class not in registry.resource_type_registry.keys():
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raise ValueError(f"资源类型 {resource_class} 未在注册表中注册")
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elif "model" in registry.resource_type_registry[resource_class].keys():
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model_config = registry.resource_type_registry[resource_class]['model']
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elif node['type'] == 'device' and node['class'] != '':
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device_class = node['class']
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if device_class not in registry.device_type_registry.keys():
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raise ValueError(f"设备类型 {device_class} 未在注册表中注册")
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elif "model" in registry.device_type_registry[device_class].keys():
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model_config = registry.device_type_registry[device_class]['model']
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if model_config:
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if model_config['type'] == 'resource':
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self.resource_model[node['id']] = {
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'mesh': f"{str(self.mesh_path)}/resources/{model_config['mesh']}",
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'mesh_tf': model_config['mesh_tf']}
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if 'children_mesh' in model_config:
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if model_config['children_mesh'] is not None:
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self.resource_model[f"{node['id']}_"] = {
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'mesh': f"{str(self.mesh_path)}/resources/{model_config['children_mesh']}",
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'mesh_tf': model_config['children_mesh_tf']
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}
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elif model_config['type'] == 'device':
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new_include = etree.SubElement(self.root, f"{{{xacro_uri}}}include")
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new_include.set("filename", f"{str(self.mesh_path)}/devices/{model_config['mesh']}/macro_device.xacro")
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new_dev = etree.SubElement(self.root, f"{{{xacro_uri}}}{model_config['mesh']}")
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new_dev.set("parent_link", "world")
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new_dev.set("mesh_path", str(self.mesh_path))
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new_dev.set("device_name", node["id"]+"_")
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if node["parent"] is not None:
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new_dev.set("station_name", node["parent"]+'_')
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new_dev.set("x",str(float(node["position"]["x"])/1000))
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new_dev.set("y",str(float(node["position"]["y"])/1000))
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new_dev.set("z",str(float(node["position"]["z"])/1000))
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if "rotation" in node["config"]:
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new_dev.set("rx",str(float(node["config"]["rotation"]["x"])))
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new_dev.set("ry",str(float(node["config"]["rotation"]["y"])))
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new_dev.set("r",str(float(node["config"]["rotation"]["z"])))
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if "device_config" in node["config"]:
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for key, value in node["config"]["device_config"].items():
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new_dev.set(key, str(float(value)))
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# 添加ros2_controller
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if node['class'].startswith('moveit.'):
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new_include_controller = etree.SubElement(self.root, f"{{{xacro_uri}}}include")
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new_include_controller.set("filename", f"{str(self.mesh_path)}/devices/{model_config['mesh']}/config/macro.ros2_control.xacro")
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new_controller = etree.SubElement(self.root, f"{{{xacro_uri}}}{model_config['mesh']}_ros2_control")
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new_controller.set("device_name", node["id"]+"_")
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new_controller.set("mesh_path", str(self.mesh_path))
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# 添加moveit的srdf
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new_include_srdf = etree.SubElement(self.root_srdf, f"{{{xacro_uri}}}include")
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new_include_srdf.set("filename", f"{str(self.mesh_path)}/devices/{model_config['mesh']}/config/macro.srdf.xacro")
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new_srdf = etree.SubElement(self.root_srdf, f"{{{xacro_uri}}}{model_config['mesh']}_srdf")
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new_srdf.set("device_name", node["id"]+"_")
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self.moveit_nodes[node["id"]] = model_config['mesh']
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else:
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print("错误的注册表类型!")
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re = etree.tostring(self.root, encoding="unicode")
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doc = xacro.parse(re)
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xacro.process_doc(doc)
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self.urdf_str = doc.toxml()
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re_srdf = etree.tostring(self.root_srdf, encoding="unicode")
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doc_srdf = xacro.parse(re_srdf)
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xacro.process_doc(doc_srdf)
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self.urdf_str_srdf = doc_srdf.toxml()
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if self.moveit_nodes:
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self.moveit_init()
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def moveit_init(self):
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for name, config in self.moveit_nodes.items():
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controller_dict = yaml.safe_load(open(f"{str(self.mesh_path)}/devices/{config}/config/ros2_controllers.yaml", "r"))
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moveit_dict = yaml.safe_load(open(f"{str(self.mesh_path)}/devices/{config}/config/moveit_controllers.yaml", "r"))
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kinematics_dict = yaml.safe_load(open(f"{str(self.mesh_path)}/devices/{config}/config/kinematics.yaml", "r"))
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for key_kinematics, value_kinematics in kinematics_dict.items():
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self.moveit_nodes_kinematics[f'{name}_{key_kinematics}'] = value_kinematics
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for key, value in controller_dict['controller_manager']['ros__parameters'].items():
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if key == 'update_rate' or key == 'joint_state_broadcaster':
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continue
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self.ros2_controllers_yaml['controller_manager']['ros__parameters'][f"{name}_{key}"] = value
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controller_dict[key]['ros__parameters']['joints'] = [f"{name}_{joint}" for joint in controller_dict[key]['ros__parameters']['joints']]
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self.ros2_controllers_yaml[f"{name}_{key}"] = controller_dict[key]
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for controller_name in moveit_dict['moveit_simple_controller_manager']['controller_names']:
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self.moveit_controllers_yaml['moveit_simple_controller_manager']['controller_names'].append(f"{name}_{controller_name}")
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moveit_dict['moveit_simple_controller_manager'][controller_name]['joints'] = [f"{name}_{joint}" for joint in moveit_dict['moveit_simple_controller_manager'][controller_name]['joints']]
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self.moveit_controllers_yaml['moveit_simple_controller_manager'][f"{name}_{controller_name}"] = moveit_dict['moveit_simple_controller_manager'][controller_name]
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def create_launch_description(self) -> LaunchDescription:
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"""
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创建launch描述,包含robot_state_publisher和move_group节点
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Args:
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urdf_str: URDF文本
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Returns:
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LaunchDescription: launch描述对象
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"""
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moveit_configs_utils_path = Path(get_package_share_directory("moveit_configs_utils"))
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default_folder = moveit_configs_utils_path / "default_configs"
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planning_pattern = re.compile("^(.*)_planning.yaml$")
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pipelines = []
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for pipeline in get_pattern_matches(default_folder, planning_pattern):
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if pipeline not in pipelines:
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pipelines.append(pipeline)
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if "ompl" in pipelines:
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default_planning_pipeline = "ompl"
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else:
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default_planning_pipeline = pipelines[0]
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planning_pipelines = {
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"planning_pipelines": pipelines,
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"default_planning_pipeline": default_planning_pipeline,
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}
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for pipeline in pipelines:
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planning_pipelines[pipeline] = load_yaml(
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default_folder / f"{pipeline}_planning.yaml"
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)
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if "ompl" in planning_pipelines:
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ompl_config = planning_pipelines["ompl"]
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if "planner_configs" not in ompl_config:
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ompl_config.update(load_yaml(default_folder / "ompl_defaults.yaml"))
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yaml.safe_dump(self.ros2_controllers_yaml, open(f"{str(self.mesh_path)}/ros2_controllers.yaml", "w"))
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robot_description_planning = {
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"default_velocity_scaling_factor": 0.1,
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"default_acceleration_scaling_factor": 0.1,
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"cartesian_limits": {
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"max_trans_vel": 1.0,
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"max_trans_acc": 2.25,
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"max_trans_dec": -5.0,
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"max_rot_vel": 1.57
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}
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}
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# 解析URDF文件
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robot_description = self.urdf_str
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urdf_str_srdf = self.urdf_str_srdf
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kinematics_dict = self.moveit_nodes_kinematics
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if self.moveit_nodes:
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controllers = []
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ros2_controllers = ParameterFile(f"{str(self.mesh_path)}/ros2_controllers.yaml", allow_substs=True)
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controllers.append(
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nd(
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package="controller_manager",
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executable="ros2_control_node",
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output='screen',
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parameters=[
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{"robot_description": robot_description},
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ros2_controllers,
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]
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)
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)
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for controller in self.moveit_controllers_yaml['moveit_simple_controller_manager']['controller_names']:
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controllers.append(
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nd(
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package="controller_manager",
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executable="spawner",
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arguments=[f"{controller}", "--controller-manager", f"controller_manager"],
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output="screen",
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)
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)
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controllers.append(
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nd(
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package="controller_manager",
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executable="spawner",
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arguments=["joint_state_broadcaster", "--controller-manager", f"controller_manager"],
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output="screen",
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)
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)
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for i in controllers:
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self.launch_description.add_action(i)
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else:
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ros2_controllers = None
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# 创建robot_state_publisher节点
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robot_state_publisher = nd(
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package='robot_state_publisher',
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executable='robot_state_publisher',
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name='robot_state_publisher',
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output='screen',
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parameters=[{
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'robot_description': robot_description,
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'use_sim_time': False
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},
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# kinematics_dict
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]
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)
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# 创建move_group节点
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move_group = nd(
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package='moveit_ros_move_group',
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executable='move_group',
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output='screen',
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parameters=[{
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'allow_trajectory_execution': True,
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'robot_description': robot_description,
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'robot_description_semantic': urdf_str_srdf,
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'robot_description_kinematics': kinematics_dict,
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'capabilities': '',
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'disable_capabilities': '',
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'monitor_dynamics': False,
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'publish_monitored_planning_scene': True,
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'publish_robot_description_semantic': True,
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'publish_planning_scene': True,
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'publish_geometry_updates': True,
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'publish_state_updates': True,
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'publish_transforms_updates': True,
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# 'robot_description_planning': robot_description_planning,
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},
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self.moveit_controllers_yaml,
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# ompl_planning_pipeline_config,
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robot_description_planning,
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planning_pipelines,
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]
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)
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# 将节点添加到launch描述中
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self.launch_description.add_action(robot_state_publisher)
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# self.launch_description.add_action(joint_state_publisher_node)
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self.launch_description.add_action(move_group)
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# 如果启用RViz,添加RViz节点
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if self.enable_rviz:
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rviz_node = nd(
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package='rviz2',
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executable='rviz2',
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name='rviz2',
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arguments=['-d', f"{str(self.mesh_path)}/view_robot.rviz"],
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output='screen',
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parameters=[
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{'robot_description_kinematics': kinematics_dict,
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},
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robot_description_planning,
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planning_pipelines,
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]
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)
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self.launch_description.add_action(rviz_node)
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return self.launch_description
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def start(self) -> None:
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"""
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启动可视化服务
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Args:
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urdf_str: URDF文件路径
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"""
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launch_description = self.create_launch_description()
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# print('--------------------------------')
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# print(self.moveit_controllers_yaml)
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# print('--------------------------------')
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# print(self.urdf_str)
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# print('--------------------------------')
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self.launch_service.include_launch_description(launch_description)
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self.launch_service.run() |