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Mujoco_WASM/python/mujoco/usd/shapes.py
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2024-07-04 16:25:44 -05:00

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Python

# Copyright 2024 DeepMind Technologies Limited
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ==============================================================================
import numpy as np
import open3d as o3d
import mujoco
def create_hemisphere(
radius: float,
theta_steps: int = 50,
phi_steps: int = 50
):
"""Creates a hemisphere mesh from a point cloud."""
points = []
for i in range(phi_steps + 1):
phi = np.pi / 2 * i / phi_steps
for j in range(theta_steps + 1):
theta = 2 * np.pi * j / theta_steps
x = radius * np.sin(phi) * np.cos(theta)
y = radius * np.sin(phi) * np.sin(theta)
z = radius * np.cos(phi)
points.append([x, y, z])
pcd = o3d.geometry.PointCloud()
pcd.points = o3d.utility.Vector3dVector(points)
mesh = pcd.compute_convex_hull()[0]
return mesh
def decouple_config(config: dict):
"""Breaks a shape config into is subcomponent shapes."""
decoupled_config = []
for key, value in config.items():
if key == "name":
continue
decoupled_config.append({
"parent_name": config["name"],
"name": config["name"] + "_" + key,
key: value.copy()
})
return decoupled_config
def mesh_config_generator(
name: str,
geom_type: mujoco.mjtGeom,
size: np.ndarray,
decouple: bool = False
):
"""Creates a config for a particular mesh."""
if geom_type == mujoco.mjtGeom.mjGEOM_PLANE:
config = {
"name": name,
"box": {
"width": size[0] * 2 if size[0] > 0 else 100,
"height": size[1] * 2 if size[1] > 0 else 100,
"depth": 0.001,
"map_texture_to_each_face": True,
}
}
elif geom_type == mujoco.mjtGeom.mjGEOM_SPHERE:
config = {
"name": name,
"sphere": {
"radius": float(size[0])
}
}
elif geom_type == mujoco.mjtGeom.mjGEOM_CAPSULE:
cylinder = mesh_config_generator(
name,
mujoco.mjtGeom.mjGEOM_CYLINDER,
size
)
config = {
"name": name,
"cylinder": cylinder["cylinder"],
"left_hemisphere": {
"radius": size[0],
"transform": {
"translate": (0, 0, -size[2]),
"rotate": (np.pi, 0, 0)
}
},
"right_hemisphere": {
"radius": size[0],
"transform": {
"translate": (0, 0, size[2])
}
},
}
elif geom_type == mujoco.mjtGeom.mjGEOM_ELLIPSOID:
sphere = mesh_config_generator(
name,
mujoco.mjtGeom.mjGEOM_SPHERE,
[1.0]
)
sphere["sphere"]["transform"] = {
"scale": tuple(size)
}
config = {
"name": name,
"sphere": sphere["sphere"],
}
elif geom_type == mujoco.mjtGeom.mjGEOM_CYLINDER:
config = {
"name": name,
"cylinder": {
"radius": size[0],
"height": size[2] * 2,
}
}
elif geom_type == mujoco.mjtGeom.mjGEOM_BOX:
config = {
"name": name,
"box": {
"width": size[0] * 2,
"height": size[1] * 2,
"depth": size[2] * 2,
}
}
else:
raise NotImplementedError(
f"{geom_type} primitive geom type not implemented with USD integration"
)
if decouple:
config = decouple_config(config)
return config
def mesh_generator(
mesh_config: dict,
resolution: int = 100,
):
"""Generates a mesh given a config consisting of shapes."""
assert "name" in mesh_config
prim_mesh, mesh = None, None
for shape, config in mesh_config.items():
if "name" in shape:
continue
if "box" in shape:
prim_mesh = o3d.geometry.TriangleMesh.create_box(
width=mesh_config[shape]["width"],
height=mesh_config[shape]["height"],
depth=mesh_config[shape]["depth"],
create_uv_map=True,
map_texture_to_each_face=True,
)
elif "hemisphere" in shape:
prim_mesh = create_hemisphere(
radius=mesh_config[shape]["radius"]
)
elif "sphere" in shape:
prim_mesh = o3d.geometry.TriangleMesh.create_sphere(
radius=mesh_config[shape]["radius"],
resolution=resolution,
create_uv_map=True
)
elif "cylinder" in shape:
prim_mesh = o3d.geometry.TriangleMesh.create_cylinder(
radius=mesh_config[shape]["radius"],
height=mesh_config[shape]["height"],
resolution=resolution,
create_uv_map=True,
)
if "transform" in config:
if "rotate" in config["transform"]:
rotation = np.zeros(9)
quat = np.zeros(4)
euler = config["transform"]["rotate"]
seq = 'xyz'
mujoco.mju_euler2Quat(quat, euler, seq)
mujoco.mju_quat2Mat(rotation, quat)
rotation = rotation.reshape((3,3))
prim_mesh.rotate(rotation, center=(0, 0, 0))
if "scale" in config["transform"]:
prim_mesh.vertices = o3d.utility.Vector3dVector(
np.asarray(prim_mesh.vertices) * \
np.array(config["transform"]["scale"])
)
if "translate" in config["transform"]:
prim_mesh.translate(config["transform"]["translate"])
if not mesh:
mesh = prim_mesh
else:
mesh += prim_mesh
return mesh_config["name"], mesh