Basic utilities for PyBullet, including collision detection, ghost (i.e. visual-only) objects, and cameras.
Project description
pyb_utils: utilities for PyBullet
This is a collection of utilities I've found useful for working with PyBullet, including:
- Collision detection: conveniently set up shortest distance computations and collision checking between arbitrary objects in arbitrary configurations with PyBullet. See the accompanying blog post.
- Ghost objects: add purely visual objects to the simulation, optionally attached to another body.
- Camera: virtual camera from which to get RGBA, depth, segmentation, and point cloud data. Also provides video recording using OpenCV.
- Convenience class for easily creating rigid bodies.
- Versions of some PyBullet functions that return named tuples, for easy field access.
- Basic quaternion functions.
- Load a URDF directly from a string.
Install and run
This package requires at least Python 3.8. It has been tested on Ubuntu 16.04, 18.04, 20.04, and 24.04.
From pip
pip install pyb_utils
From source
git clone https://github.com/adamheins/pyb_utils
cd pyb_utils
python -m pip install .
Documentation
The project's documentation is available here.
Usage and examples
This package provides a few basic quality-of-life utilities.
Quaternions
First, PyBullet
represents rotations using quaternions (in [x, y, z, w] order). We provide a
few helper routines to create quaternions about the principal axes, convert
quaternions to rotation matrices, and to rotate points (using
scipy
under the hood):
>>> import pyb_utils
>>> q = pyb_utils.quatz(np.pi / 2) # 90 deg rotation about z-axis
>>> q
array([0., 0., 0.70710678, 0.70710678])
>>> pyb_utils.quaternion_to_matrix(q) # convert to rotation matrix
array([[-0., -1., 0.],
[ 1., -0., 0.],
[ 0., 0., 1.]])
>>> pyb_utils.quaternion_multiply(q, q) # rotate two quaternions together
array([0, 0, 1, 0]) # 180 deg rotate about z
>>> pyb_utils.quaternion_rotate(q, [1, 0, 0]) # rotate a point
array([0, 1, 0])
Rigid bodies
Second, we provide a simple class to quickly create rigid bodies programmatically, which is useful for adding basic objects to manipulate or act as obstacles:
>>> import pybullet as pyb
>>> import pyb_utils
>>> pyb.connect(pyb.GUI)
# create a 1x1x1 cube at the origin
>>> box = pyb_utils.BulletBody.box(position=[0, 0, 0], half_extents=[0.5, 0.5, 0.5])
# put a ball on top
>>> ball = pyb_utils.BulletBody.sphere(position=[0, 0, 1.5], radius=0.5)
# now put it somewhere else
>>> ball.set_pose(position=[2, 0, 0.5])
Named tuples
Third, we wrap some PyBullet functions to return named tuples, rather than normal tuples. When the tuples have 10+ fields in them, it is rather helpful to have names! The names and arguments of these functions are the same as the underlying PyBullet ones, to make swapping effortless. Continuing our previous example:
# built-in PyBullet method
# the output is not easy to read!
>>> pyb.getDynamicsInfo(box.uid, -1)
(1.0,
0.5,
(0.16666666666666666, 0.16666666666666666, 0.16666666666666666),
(0.0, 0.0, 0.0),
(0.0, 0.0, 0.0, 1.0),
0.0,
0.0,
0.0,
-1.0,
-1.0,
2,
0.001)
# switch to the pyb_utils version
# now we can access fields by name
>>> info = pyb_utils.getDynamicsInfo(box.uid, -1)
>>> info.mass
1.0
>>> info.localInertiaDiagonal
(0.16666666666666666, 0.16666666666666666, 0.16666666666666666),
The functions we've wrapped in this way are getClosestPoints,
getConstraintInfo, getContactPoints, getDynamicsInfo, getJointInfo,
getJointState(s), and getLinkState(s). There are two differences from the
vanilla PyBullet API. The first is that in pyb_utils getJointInfo also
accepts an optional argument decode, which will convert the byte strings
returned by PyBullet to the specified encoding. For example, decode="utf8".
The second difference is that in pyb_utils getLinkState(s) will always return
LinkState tuples with 8 fields, even if computeLinkVelocity=False. When
computeLinkVelocity=False, then worldLinkLinearVelocity and
worldLinkAngularVelocity are both set to None.
Load a URDF from a string
PyBullet can only load URDFs from files, using pybullet.loadURDF. We provide
the alternative function pyb_utils.load_urdf_from_string to load a URDF
directly from a string. The optional keyword arguments are all the same as
loadURDF.
More
And there's more! You can find example scripts of all of this package's
utilities in the examples/ directory:
URDF Viewer
pyb_utils includes a simple URDF viewer. On the command line, run:
pybview <urdf_file>
which loads the given URDF file in PyBullet for visualization and prints information about its links and joints.
To install pybview as a standalone executable on your system, it is
recommended to use either uv or
pipx:
uv tool install pyb_utils
# or
pipx install pyb_utils
Video Output
Writing a video with the VideoRecorder defaults to using the mp4v codec,
which is widely supported but (at least on my computer running Ubuntu 20.04)
does not play natively in web browsers. The availability of codecs depends on
what is compiled into the version of OpenCV you have installed (i.e., the one
backing the cv2 Python module); using an alternative codec may require a
different version of OpenCV.
Known issues
Feel free to open issues (or better yet, a pull request!) if you find a problem. Currently known issues:
- Ghost objects sometimes flicker (spooky, but undesirable). This is probably because they are updated by directly changing the object pose; we cannot have them updated automatically by, e.g., constraints since they are not dynamic objects (and we wouldn't want them to be; then they would influence the simulation).
- The field name
localInerialPosin theDynamicsInfonamed tuple is spelled incorrectly. This will be fixed in a future major version. - The deprecated
GhostSphereclass will be removed in a future major version. UseGhostObject.sphereinstead.
Development
uv is used for managing dependencies, testing, building, and publishing. Create a virtual environment for the project:
uv venv
uv sync --dev
Run the tests:
uv run pytest
Run the tests for various Python versions:
# for example, test with Python 3.8 (in an isolated environment)
uv run --locked --isolated --python=3.8 pytest
Sphinx is used to build the documentation. With Sphinx installed, run make html in the docs directory.
License
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