nbv_sim/run.py

import argparse
import rospy

from geometry_msgs.msg import Pose
import std_srvs.srv

from policies import get_policy
from robot_tools.ros.conversions import *
from robot_tools.ros.panda import PandaGripperClient


class GraspController:
    def __init__(self, policy, rate):
        self.policy = policy
        self.rate = rate
        self.reset_client = rospy.ServiceProxy("/reset", std_srvs.srv.Trigger)
        self.target_pose_pub = rospy.Publisher("/cmd", Pose, queue_size=10)
        self.gripper = PandaGripperClient()
        rospy.sleep(1.0)

    def run(self):
        self.reset()
        self.explore()
        self.execute_grasp()

    def reset(self):
        req = std_srvs.srv.TriggerRequest()
        self.reset_client(req)
        rospy.sleep(1.0)  # wait for states to be updated

    def explore(self):
        r = rospy.Rate(self.rate)
        self.policy.start()
        while not self.policy.done:
            self.policy.update()
            r.sleep()

    def execute_grasp(self):
        self.gripper.move(0.08)
        rospy.sleep(1.0)
        target = self.policy.best_grasp

        if not target:
            return

        self.target_pose_pub.publish(to_pose_msg(target))
        rospy.sleep(2.0)
        self.gripper.move(0.0)
        rospy.sleep(1.0)
        target.translation[2] += 0.1
        self.target_pose_pub.publish(to_pose_msg(target))
        rospy.sleep(2.0)
        self.gripper.move(0.08)
        rospy.sleep(1.0)


def create_parser():
    parser = argparse.ArgumentParser()
    parser.add_argument(
        "--policy",
        type=str,
        choices=[
            "single-view",
            "fixed-trajectory",
        ],
    )
    parser.add_argument("--rate", type=int, default=10)
    return parser


def main():
    rospy.init_node("active_grasp")

    parser = create_parser()
    args = parser.parse_args()

    policy = get_policy(args.policy)
    gc = GraspController(policy, args.rate)
    gc.run()


if __name__ == "__main__":
    main()