Files
kair_algorithms_draft/scripts/gazebo_test_open_manipulator.py
T
Whi Kwon 37e9697b1b Refactor OpenManipulator env class (#46)
* Merge subin branch

Squashed commit of the following:

commit 98112b8c05f955b1eb49a6b78023cad0979d5f95
Author: Subin Yang <ysb8049@naver.com>
Date:   Sat Mar 30 18:19:46 2019 +0900

    Remove noqa

commit f45571a80afd403c8ec56db8a2fb5cbedf288db7
Author: Subin Yang <ysb8049@naver.com>
Date:   Sat Mar 30 17:50:39 2019 +0900

    Resolve flake8

commit 058d85bc4ed09441d27065e6d304bfb946942a98
Author: Subin Yang <ysb8049@naver.com>
Date:   Sat Mar 30 17:41:35 2019 +0900

    Modify structures of ros interface and reacher env

commit ae4c859ffa6b008823050f310bdccbee6a1de30a
Author: Subin Yang <ysb8049@naver.com>
Date:   Sat Mar 30 17:28:15 2019 +0900

    Resolve flake8

commit 4c74ec6527b52d75882ddbe1b4f518f9c252a25c
Author: Subin Yang <ysb8049@naver.com>
Date:   Sat Mar 30 17:23:30 2019 +0900

    Resolve flake8

commit 243b2f3739b4388d814a886d5cf1b85a05bb526a
Author: Subin Yang <ysb8049@naver.com>
Date:   Sat Mar 30 17:18:13 2019 +0900

    Add open manipulator environment

* Refactor openmanipulator environment class

* Refactored env structure

* Fix errors

* Fix error

* Add open_manipulator launch file

* Fix errors

* fix error

* fix error

* fix error

* fix error

* fix error

* fix error

* fix error

* Fix typo

* Delete unused script

* Change reward

* Fix typo, add env name to config

* Change demo file compatible to python2 (#40)

* Change demo file to python2 compatible

* Add object to classes for compatibility with python2

* Refactoring config, envs and ros interface (#48)

* Refactoring config architecture

* Replace network hyper params on agent config

* Modify env class and ros interface class

* Modify getter and setter on ros interface

* Modify wrong code

* Fix typo

* Add env config

* Final environment class and test scripts before the test (#43)

* new user branch

* Resolve formatting issues on test scripts

* Resolve formatting issues on test scripts

* Merge subin branch

Squashed commit of the following:

commit 98112b8c05f955b1eb49a6b78023cad0979d5f95
Author: Subin Yang <ysb8049@naver.com>
Date:   Sat Mar 30 18:19:46 2019 +0900

    Remove noqa

commit f45571a80afd403c8ec56db8a2fb5cbedf288db7
Author: Subin Yang <ysb8049@naver.com>
Date:   Sat Mar 30 17:50:39 2019 +0900

    Resolve flake8

commit 058d85bc4ed09441d27065e6d304bfb946942a98
Author: Subin Yang <ysb8049@naver.com>
Date:   Sat Mar 30 17:41:35 2019 +0900

    Modify structures of ros interface and reacher env

commit ae4c859ffa6b008823050f310bdccbee6a1de30a
Author: Subin Yang <ysb8049@naver.com>
Date:   Sat Mar 30 17:28:15 2019 +0900

    Resolve flake8

commit 4c74ec6527b52d75882ddbe1b4f518f9c252a25c
Author: Subin Yang <ysb8049@naver.com>
Date:   Sat Mar 30 17:23:30 2019 +0900

    Resolve flake8

commit 243b2f3739b4388d814a886d5cf1b85a05bb526a
Author: Subin Yang <ysb8049@naver.com>
Date:   Sat Mar 30 17:18:13 2019 +0900

    Add open manipulator environment

* Refactor openmanipulator environment class

* Test the training loop with td3 baseline

* Add one-shot launch file for gazebo initialization

* Refactored env structure

* Fix errors

* Fix error

* Fix errors

* fix error

* fix error

* fix error

* fix error

* fix error

* fix error

* fix error

* Fix typo

* Delete unused script

* Change reward

* Fix typo, add env name to config

* Refactoring config, envs and ros interface (#48)

* Refactoring config architecture

* Replace network hyper params on agent config

* Modify env class and ros interface class

* Modify getter and setter on ros interface

* Modify wrong code

* Fix typo

* Add env config

* Resolve flake8, typo issue

* Resolve conflict during pull remote
2019-04-09 20:45:21 +09:00

153 lines
5.1 KiB
Python
Executable File

#!/usr/bin/env python
from math import cos, pi, sin
import numpy as np
import rospy
from config.environment import open_manipulator
from envs.open_manipulator import OpenManipulatorReacherEnv
from geometry_msgs.msg import Pose, Quaternion
from open_manipulator_msgs.msg import JointPosition, KinematicsPose
from open_manipulator_msgs.srv import SetJointPosition, SetKinematicsPose
overhead_orientation = Quaternion(
x=-0.00142460053167, y=0.999994209902, z=-0.00177030764765, w=0.00253311793936
)
cfg = open_manipulator
def test_reset():
env = OpenManipulatorReacherEnv(cfg)
_ = env.reset()
def test_forward():
env = OpenManipulatorReacherEnv(cfg)
_ = env.reset()
_pose = Pose()
_pose.position.x = 0.4
_pose.position.y = 0.0
_pose.position.z = 0.1
_pose.orientation.x = 0.0
_pose.orientation.y = 0.0
_pose.orientation.z = 0.0
_pose.orientation.w = 1.0
forward_pose = KinematicsPose()
forward_pose.pose = _pose
forward_pose.max_accelerations_scaling_factor = 0.0
forward_pose.max_velocity_scaling_factor = 0.0
forward_pose.tolerance = 0.0
try:
task_space_srv = rospy.ServiceProxy(
"/open_manipulator/goal_task_space_path", SetKinematicsPose
)
_ = task_space_srv("arm", "gripper", forward_pose, 2.0)
except rospy.ServiceException as e:
rospy.loginfo("Path planning service call failed: {0}".format(e))
def test_rotate():
_qpose = JointPosition()
_qpose.joint_name = ["joint1", "joint2", "joint3", "joint4"]
_qpose.position = [0.5, 0.0, 0.0, 0.5]
_qpose.max_accelerations_scaling_factor = 0.0
_qpose.max_velocity_scaling_factor = 0.0
try:
task_space_srv = rospy.ServiceProxy(
"/open_manipulator/goal_joint_space_path_from_present", SetJointPosition
)
_ = task_space_srv("arm", _qpose, 2.0)
except rospy.ServiceException, e:
rospy.loginfo("Path planning service call failed: {0}".format(e))
_qpose.position[0] += -1.0
_qpose.position[3] += -1.0
try:
_ = task_space_srv("arm", _qpose, 2.0)
except rospy.ServiceException, e:
rospy.loginfo("Path planning service call failed: {0}".format(e))
def test_block_loc():
env = OpenManipulatorReacherEnv(cfg)
for iter in range(20):
b_pose = Pose()
b_pose.position.x = np.random.uniform(0.15, 0.20)
b_pose.position.y = np.random.uniform(-0.2, 0.2)
b_pose.position.z = 0.00
b_pose.orientation = overhead_orientation
env.ros_interface.set_target_block()
rospy.sleep(2.0)
env.ros_interface.delete_target_block()
def test_achieve_goal():
env = OpenManipulatorReacherEnv(cfg)
for iter in range(20):
block_pose = Pose()
block_pose.position.x = np.random.uniform(0.25, 0.6)
block_pose.position.y = np.random.uniform(-0.4, 0.4)
block_pose.position.z = 0.00
block_pose.orientation = overhead_orientation
env.ros_interface.set_target_block(block_pose)
r_pose = Pose()
r_pose.position = block_pose.position
r_pose.position.z = 0.08
forward_pose = KinematicsPose()
forward_pose.pose = r_pose
forward_pose.max_accelerations_scaling_factor = 0.0
forward_pose.max_velocity_scaling_factor = 0.0
forward_pose.tolerance = 0.0
try:
task_space_srv = rospy.ServiceProxy(
"/open_manipulator/goal_task_space_path", SetKinematicsPose
)
_ = task_space_srv("arm", "gripper", forward_pose, 2.0)
except rospy.ServiceException, e:
rospy.loginfo("Path planning service call failed: {0}".format(e))
rospy.sleep(5.0)
env.ros_interface.delete_target_block()
def test_workspace_limit():
env = OpenManipulatorReacherEnv(cfg)
for iter in range(100):
_polar_rad = np.random.uniform(0.134, 0.32)
_polar_theta = np.random.uniform(-pi * 0.7 / 4, pi * 0.7 / 4)
block_pose = Pose()
block_pose.position.x = _polar_rad * cos(_polar_theta)
block_pose.position.y = _polar_rad * sin(_polar_theta)
block_pose.position.z = np.random.uniform(0.05, 0.28)
block_pose.orientation = overhead_orientation
env.ros_interface.set_target_block(block_pose)
r_pose = Pose()
r_pose.position = block_pose.position
forward_pose = KinematicsPose()
forward_pose.pose = r_pose
forward_pose.max_accelerations_scaling_factor = 0.0
forward_pose.max_velocity_scaling_factor = 0.0
forward_pose.tolerance = 0.0
try:
task_space_srv = rospy.ServiceProxy(
"/open_manipulator/goal_task_space_path", SetKinematicsPose
)
_ = task_space_srv("arm", "gripper", forward_pose, 3.0)
except rospy.ServiceException, e:
rospy.loginfo("Path planning service call failed: {0}".format(e))
rospy.sleep(3.0)
env.ros_interface.check_for_termination()
env.ros_interface.delete_target_block()
if __name__ == "__main__":
# test_reset()
# test_forward()
# test_rotate()
# test_block_loc()
# test_achieve_goal()
test_workspace_limit()