gello_software/gello/robots/panda.py

88 lines
2.4 KiB
Python

import time
from typing import Dict
import numpy as np
from gello.robots.robot import Robot
MAX_OPEN = 0.09
class PandaRobot(Robot):
"""A class representing a UR robot."""
def __init__(self, robot_ip: str = "100.97.47.74"):
from polymetis import GripperInterface, RobotInterface
self.robot = RobotInterface(
ip_address=robot_ip,
)
self.gripper = GripperInterface(
ip_address="localhost",
)
self.robot.go_home()
self.robot.start_joint_impedance()
self.gripper.goto(width=MAX_OPEN, speed=255, force=255)
time.sleep(1)
def num_dofs(self) -> int:
"""Get the number of joints of the robot.
Returns:
int: The number of joints of the robot.
"""
return 8
def get_joint_state(self) -> np.ndarray:
"""Get the current state of the leader robot.
Returns:
T: The current state of the leader robot.
"""
robot_joints = self.robot.get_joint_positions()
gripper_pos = self.gripper.get_state()
pos = np.append(robot_joints, gripper_pos.width / MAX_OPEN)
return pos
def command_joint_state(self, joint_state: np.ndarray) -> None:
"""Command the leader robot to a given state.
Args:
joint_state (np.ndarray): The state to command the leader robot to.
"""
import torch
self.robot.update_desired_joint_positions(torch.tensor(joint_state[:-1]))
self.gripper.goto(width=(MAX_OPEN * (1 - joint_state[-1])), speed=1, force=1)
def get_observations(self) -> Dict[str, np.ndarray]:
joints = self.get_joint_state()
pos_quat = np.zeros(7)
gripper_pos = np.array([joints[-1]])
return {
"joint_positions": joints,
"joint_velocities": joints,
"ee_pos_quat": pos_quat,
"gripper_position": gripper_pos,
}
def main():
robot = PandaRobot()
current_joints = robot.get_joint_state()
# move a small delta 0.1 rad
move_joints = current_joints + 0.05
# make last joint (gripper) closed
move_joints[-1] = 0.5
time.sleep(1)
m = 0.09
robot.gripper.goto(1 * m, speed=255, force=255)
time.sleep(1)
robot.gripper.goto(1.05 * m, speed=255, force=255)
time.sleep(1)
robot.gripper.goto(1.1 * m, speed=255, force=255)
time.sleep(1)
if __name__ == "__main__":
main()