60afda949c
PiperOrigin-RevId: 651048034 Change-Id: If5b7cb55ff0007c3c6f932e62f068d1168778a33
192 lines
5.6 KiB
Python
192 lines
5.6 KiB
Python
# Copyright 2024 DeepMind Technologies Limited
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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# ==============================================================================
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"""Built-in shapes for USD exporter."""
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import mujoco
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import numpy as np
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import open3d as o3d
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def create_hemisphere(
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radius: float, theta_steps: int = 50, phi_steps: int = 50
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):
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"""Creates a hemisphere mesh from a point cloud."""
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points = []
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for i in range(phi_steps + 1):
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phi = np.pi / 2 * i / phi_steps
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for j in range(theta_steps + 1):
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theta = 2 * np.pi * j / theta_steps
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x = radius * np.sin(phi) * np.cos(theta)
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y = radius * np.sin(phi) * np.sin(theta)
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z = radius * np.cos(phi)
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points.append([x, y, z])
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pcd = o3d.geometry.PointCloud()
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pcd.points = o3d.utility.Vector3dVector(points)
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mesh = pcd.compute_convex_hull()[0]
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return mesh
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def decouple_config(config: dict[str, any]):
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"""Breaks a shape config into is subcomponent shapes."""
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decoupled_config = []
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for key, value in config.items():
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if key == "name":
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continue
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decoupled_config.append({
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"parent_name": config["name"],
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"name": config["name"] + "_" + key,
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key: value.copy(),
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})
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return decoupled_config
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def mesh_config_generator(
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name: str,
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geom_type: mujoco.mjtGeom,
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size: np.ndarray,
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decouple: bool = False,
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):
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"""Creates a config for a particular mesh."""
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if geom_type == mujoco.mjtGeom.mjGEOM_PLANE:
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config = {
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"name": name,
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"box": {
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"width": size[0] * 2 if size[0] > 0 else 100,
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"height": size[1] * 2 if size[1] > 0 else 100,
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"depth": 0.001,
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"map_texture_to_each_face": True,
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},
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}
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elif geom_type == mujoco.mjtGeom.mjGEOM_SPHERE:
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config = {"name": name, "sphere": {"radius": float(size[0])}}
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elif geom_type == mujoco.mjtGeom.mjGEOM_CAPSULE:
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cylinder = mesh_config_generator(name, mujoco.mjtGeom.mjGEOM_CYLINDER, size)
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config = {
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"name": name,
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"cylinder": cylinder["cylinder"],
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"left_hemisphere": {
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"radius": size[0],
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"transform": {
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"translate": (0, 0, -size[2]),
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"rotate": (np.pi, 0, 0),
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},
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},
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"right_hemisphere": {
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"radius": size[0],
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"transform": {"translate": (0, 0, size[2])},
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},
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}
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elif geom_type == mujoco.mjtGeom.mjGEOM_ELLIPSOID:
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sphere = mesh_config_generator(name, mujoco.mjtGeom.mjGEOM_SPHERE, [1.0])
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sphere["sphere"]["transform"] = {"scale": tuple(size)}
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config = {
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"name": name,
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"sphere": sphere["sphere"],
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}
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elif geom_type == mujoco.mjtGeom.mjGEOM_CYLINDER:
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config = {
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"name": name,
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"cylinder": {
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"radius": size[0],
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"height": size[2] * 2,
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},
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}
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elif geom_type == mujoco.mjtGeom.mjGEOM_BOX:
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config = {
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"name": name,
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"box": {
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"width": size[0] * 2,
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"height": size[1] * 2,
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"depth": size[2] * 2,
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},
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}
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else:
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raise NotImplementedError(
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f"{geom_type} primitive geom type not implemented with USD integration"
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)
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if decouple:
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config = decouple_config(config)
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return config
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def mesh_generator(
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mesh_config: dict[str, any],
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resolution: int = 100,
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):
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"""Generates a mesh given a config consisting of shapes."""
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assert "name" in mesh_config
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prim_mesh, mesh = None, None
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for shape, config in mesh_config.items():
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if "name" in shape:
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continue
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if "box" in shape:
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prim_mesh = o3d.geometry.TriangleMesh.create_box(
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width=mesh_config[shape]["width"],
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height=mesh_config[shape]["height"],
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depth=mesh_config[shape]["depth"],
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create_uv_map=True,
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map_texture_to_each_face=True,
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)
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elif "hemisphere" in shape:
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prim_mesh = create_hemisphere(radius=mesh_config[shape]["radius"])
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elif "sphere" in shape:
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prim_mesh = o3d.geometry.TriangleMesh.create_sphere(
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radius=mesh_config[shape]["radius"],
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resolution=resolution,
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create_uv_map=True,
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)
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elif "cylinder" in shape:
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prim_mesh = o3d.geometry.TriangleMesh.create_cylinder(
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radius=mesh_config[shape]["radius"],
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height=mesh_config[shape]["height"],
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resolution=resolution,
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create_uv_map=True,
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)
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if "transform" in config:
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if "rotate" in config["transform"]:
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rotation = np.zeros(9)
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quat = np.zeros(4)
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euler = config["transform"]["rotate"]
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seq = "xyz"
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mujoco.mju_euler2Quat(quat, euler, seq)
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mujoco.mju_quat2Mat(rotation, quat)
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rotation = rotation.reshape((3, 3))
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prim_mesh.rotate(rotation, center=(0, 0, 0))
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if "scale" in config["transform"]:
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prim_mesh.vertices = o3d.utility.Vector3dVector(
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np.asarray(prim_mesh.vertices)
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* np.array(config["transform"]["scale"])
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)
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if "translate" in config["transform"]:
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prim_mesh.translate(config["transform"]["translate"])
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if not mesh:
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mesh = prim_mesh
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else:
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mesh += prim_mesh
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return mesh_config["name"], mesh
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