Seed the simulation

This commit is contained in:
Michel Breyer
2021-07-22 11:05:30 +02:00
parent ed40db562e
commit 1aa676f340
17 changed files with 348 additions and 400 deletions

View File

@@ -1,31 +1,40 @@
from pathlib import Path
import pybullet as p
import pybullet_data
import rospkg
import time
from active_grasp.utils import *
from robot_utils.bullet import *
from robot_utils.spatial import Rotation, Transform
from active_grasp.bbox import AABBox
from robot_helpers.bullet import *
from robot_helpers.model import Model
from robot_helpers.spatial import Rotation, Transform
class Simulation(BtSim):
def __init__(self, gui, rng):
super().__init__(gui=gui, sleep=False)
self.rng = rng
self.object_uids = []
class Simulation:
def __init__(self, gui):
self.configure_physics_engine(gui, 60, 4)
self.configure_visualizer()
self.find_object_urdfs()
self.find_urdfs()
self.load_table()
self.load_robot()
self.load_controller()
self.object_uids = []
def configure_physics_engine(self, gui, rate, sub_step_count):
self.rate = rate
self.dt = 1.0 / self.rate
p.connect(p.GUI if gui else p.DIRECT)
p.setAdditionalSearchPath(pybullet_data.getDataPath())
p.setPhysicsEngineParameter(fixedTimeStep=self.dt, numSubSteps=sub_step_count)
p.setGravity(0.0, 0.0, -9.81)
def configure_visualizer(self):
# p.configureDebugVisualizer(p.COV_ENABLE_GUI, 0)
p.resetDebugVisualizerCamera(1.4, 50, -35, [0.0, 0.0, 0.6])
def find_object_urdfs(self):
def find_urdfs(self):
rospack = rospkg.RosPack()
assets_path = Path(rospack.get_path("active_grasp")) / "assets"
self.panda_urdf = assets_path / "urdfs/franka/panda_arm_hand.urdf"
root = Path(rospack.get_path("vgn")) / "assets/urdfs/packed/test"
self.urdfs = [str(f) for f in root.iterdir() if f.suffix == ".urdf"]
@@ -38,9 +47,9 @@ class Simulation(BtSim):
def load_robot(self):
self.T_W_B = Transform(Rotation.identity(), np.r_[-0.6, 0.0, 0.4])
self.arm = BtPandaArm(self.T_W_B)
self.arm = BtPandaArm(self.panda_urdf, self.T_W_B)
self.gripper = BtPandaGripper(self.arm)
self.model = Model(self.arm.urdf_path, self.arm.base_frame, self.arm.ee_frame)
self.model = Model(self.panda_urdf, self.arm.base_frame, self.arm.ee_frame)
self.camera = BtCamera(320, 240, 1.047, 0.1, 1.0, self.arm.uid, 11)
def load_controller(self):
@@ -48,6 +57,9 @@ class Simulation(BtSim):
x0 = self.model.pose(self.arm.ee_frame, q)
self.controller = CartesianPoseController(self.model, self.arm.ee_frame, x0)
def seed(self, seed):
self.rng = np.random.default_rng(seed)
def reset(self):
self.remove_all_objects()
self.set_initial_arm_configuration()
@@ -55,6 +67,9 @@ class Simulation(BtSim):
uid = self.select_target()
return self.get_target_bbox(uid)
def step(self):
p.stepSimulation()
def set_initial_arm_configuration(self):
q = [
self.rng.uniform(-0.17, 0.17), # 0.0
@@ -110,8 +125,8 @@ class Simulation(BtSim):
self.remove_object(uid)
def select_target(self):
img = self.camera.get_image()
uids, counts = np.unique(img.mask, return_counts=True)
_, _, mask = self.camera.get_image()
uids, counts = np.unique(mask, return_counts=True)
mask = np.isin(uids, self.object_uids) # remove ids of the floor, table, etc
uids, counts = uids[mask], counts[mask]
target_uid = uids[np.argmin(counts)]