Go2Py_SIM/Go2Py/robot/interface/ros2.py

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import struct
import threading
import time
import numpy as np
import numpy.linalg as LA
from scipy.spatial.transform import Rotation as R
import rclpy
import tf2_ros
from rclpy.node import Node
from rclpy.qos import QoSProfile
from rclpy.executors import MultiThreadedExecutor
from geometry_msgs.msg import TransformStamped
from Go2Py.joy import xKeySwitch, xRockerBtn
from geometry_msgs.msg import TwistStamped
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from unitree_go.msg import LowState, Go2pyLowCmd
from nav_msgs.msg import Odometry
from scipy.spatial.transform import Rotation
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def ros2_init(args=None):
rclpy.init(args=args)
def ros2_close():
rclpy.shutdown()
class ROS2ExecutorManager:
"""A class to manage the ROS2 executor. It allows to add nodes and start the executor in a separate thread."""
def __init__(self):
self.executor = MultiThreadedExecutor()
self.nodes = []
self.executor_thread = None
def add_node(self, node: Node):
"""Add a new node to the executor."""
self.nodes.append(node)
self.executor.add_node(node)
def _run_executor(self):
try:
self.executor.spin()
except KeyboardInterrupt:
pass
finally:
self.terminate()
def start(self):
"""Start spinning the nodes in a separate thread."""
self.executor_thread = threading.Thread(target=self._run_executor)
self.executor_thread.start()
def terminate(self):
"""Terminate all nodes and shutdown rclpy."""
for node in self.nodes:
node.destroy_node()
rclpy.shutdown()
if self.executor_thread:
self.executor_thread.join()
class GO2Real(Node):
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def __init__(
self,
mode = 'highlevel', # 'highlevel' or 'lowlevel'
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vx_max=0.5,
vy_max=0.4,
ωz_max=0.5,
):
assert mode in ['highlevel', 'lowlevel'], "mode should be either 'highlevel' or 'lowlevel'"
self.simulated = False
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self.prestanding_q = np.array([ 0.0, 1.26186061, -2.5,
0.0, 1.25883281, -2.5,
0.0, 1.27193761, -2.6,
0.0, 1.27148342, -2.6])
self.sitting_q = np.array([-0.02495611, 1.26249647, -2.82826662,
0.04563564, 1.2505368 , -2.7933557 ,
-0.30623949, 1.28283751, -2.82314873,
0.26400229, 1.29355574, -2.84276843])
self.standing_q = np.array([ 0.0, 0.77832842, -1.56065452,
0.0, 0.76754963, -1.56634164,
0.0, 0.76681757, -1.53601146,
0.0, 0.75422204, -1.53229916])
self.latest_command_stamp = time.time()
self.mode = mode
self.node_name = "go2py_highlevel_subscriber"
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self.highcmd_topic = "/go2/twist_cmd"
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self.lowcmd_topic = "/go2/lowcmd"
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self.joint_state_topic = "/go2/joint_states"
self.lowstate_topic = "/lowstate"
super().__init__(self.node_name)
self.lowstate_subscriber = self.create_subscription(
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LowState, self.lowstate_topic, self.lowstate_callback, 1
)
self.lowcmd_publisher = self.create_publisher(Go2pyLowCmd, self.lowcmd_topic, 1)
self.odometry_subscriber = self.create_subscription(
Odometry, "/utlidar/robot_odom", self.odom_callback, 1
)
self.highcmd_publisher = self.create_publisher(TwistStamped, self.highcmd_topic, 1)
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self.highcmd = TwistStamped()
# create pinocchio robot
# self.pin_robot = PinRobot()
# for velocity clipping
self.vx_max = vx_max
self.vy_max = vy_max
self.P_v_max = np.diag([1 / self.vx_max**2, 1 / self.vy_max**2])
self.ωz_max = ωz_max
self.ωz_min = -ωz_max
self.running = True
self.setCommands = {'lowlevel':self.setCommandsLow,
'highlevel':self.setCommandsHigh}[self.mode]
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self.state = None
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def lowstate_callback(self, msg):
"""
Retrieve the state of the robot
"""
self.state = msg
def odom_callback(self, msg):
"""
Retrieve the odometry of the robot
"""
self.odom = msg
def getOdometry(self):
"""Returns the odometry of the robot"""
stamp = self.odom.header.stamp
position = np.array([self.odom.pose.pose.position.x, self.odom.pose.pose.position.y, self.odom.pose.pose.position.z])
orientation = np.array([self.odom.pose.pose.orientation.x, self.odom.pose.pose.orientation.y, self.odom.pose.pose.orientation.z, self.odom.pose.pose.orientation.w])
stamp_nanosec = stamp.sec + stamp.nanosec * 1e-9
return {'stamp_nanosec':stamp_nanosec, 'position':position, 'orientation':orientation}
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def getIMU(self):
accel = self.state.imu_state.accelerometer
gyro = self.state.imu_state.gyroscope
quat = self.state.imu_state.quaternion
rpy = self.state.imu_state.rpy
temp = self.state.imu_state.temperature
return {'accel':accel, 'gyro':gyro, 'quat':quat, "rpy":rpy, 'temp':temp}
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def getFootContacts(self):
"""Returns the raw foot contact forces"""
footContacts = self.state.foot_force
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return np.array(footContacts)
def getJointStates(self):
"""Returns the joint angles (q) and velocities (dq) of the robot"""
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if self.state is None:
return None
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motorStates = self.state.motor_state
_q, _dq = zip(
*[(motorState.q, motorState.dq) for motorState in motorStates[:12]]
)
q, dq = np.array(_q), np.array(_dq)
return {'q':q, 'dq':dq}
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def getRemoteState(self):
"""A method to get the state of the wireless remote control.
Returns a xRockerBtn object:
- head: [head1, head2]
- keySwitch: xKeySwitch object
- lx: float
- rx: float
- ry: float
- L2: float
- ly: float
"""
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wirelessRemote = self.state.wireless_remote[:24]
binary_data = bytes(wirelessRemote)
format_str = "<2BH5f"
data = struct.unpack(format_str, binary_data)
head = list(data[:2])
lx = data[3]
rx = data[4]
ry = data[5]
L2 = data[6]
ly = data[7]
_btn = bin(data[2])[2:].zfill(16)
btn = [int(char) for char in _btn]
btn.reverse()
keySwitch = xKeySwitch(*btn)
rockerBtn = xRockerBtn(head, keySwitch, lx, rx, ry, L2, ly)
return rockerBtn
def getCommandFromRemote(self):
"""Do not use directly for control!!!"""
rockerBtn = self.getRemoteState()
lx = rockerBtn.lx
ly = rockerBtn.ly
rx = rockerBtn.rx
v_x = ly * self.vx_max
v_y = lx * self.vy_max
ω = rx * self.ωz_max
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return v_x, v_y, ω
def getBatteryState(self):
"""Returns the battery percentage of the robot"""
batteryState = self.state.bms
return batteryState.SOC
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def setCommandsHigh(self, v_x, v_y, ω_z, bodyHeight=0.0, footRaiseHeight=0.0, mode=2):
self.cmd_watchdog_timer = time.time()
_v_x, _v_y, _ω_z = self.clip_velocity(v_x, v_y, ω_z)
self.highcmd.header.stamp = self.get_clock().now().to_msg()
self.highcmd.header.frame_id = "base_link"
self.highcmd.twist.linear.x = _v_x
self.highcmd.twist.linear.y = _v_y
self.highcmd.twist.angular.z = _ω_z
self.highcmd_publisher.publish(self.highcmd)
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def setCommandsLow(self, q_des, dq_des, kp, kd, tau_ff):
assert q_des.size == dq_des.size == kp.size == kd.size == tau_ff.size == 12, "q, dq, kp, kd, tau_ff should have size 12"
lowcmd = Go2pyLowCmd()
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lowcmd.q = q_des.tolist()
lowcmd.dq = dq_des.tolist()
lowcmd.kp = kp.tolist()
lowcmd.kd = kd.tolist()
lowcmd.tau = tau_ff.tolist()
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self.lowcmd_publisher.publish(lowcmd)
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self.latest_command_stamp = time.time()
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def close(self):
self.running = False
self.thread.join()
self.destroy_node()
def check_calf_collision(self, q):
self.pin_robot.update(q)
in_collision = self.pin_robot.check_calf_collision(q)
return in_collision
def clip_velocity(self, v_x, v_y, ω_z):
_v = np.array([[v_x], [v_y]])
_scale = np.sqrt(_v.T @ self.P_v_max @ _v)[0, 0]
if _scale > 1.0:
scale = 1.0 / _scale
else:
scale = 1.0
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return scale * v_x, scale * v_y, np.clip(ω_z, self.ωz_min, self.ωz_max)
def overheat(self):
return False
def getGravityInBody(self):
q = self.getIMU()['quat']
R = Rotation.from_quat([q[1], q[2], q[3], q[0]]).as_matrix()
g_in_body = R.T@np.array([0.0, 0.0, -1.0]).reshape(3, 1)
return g_in_body