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| 1 | +# pyc3 Python Bindings |
| 2 | + |
| 3 | +This directory contains the Bazel build configuration and source files for the `pyc3` Python bindings for C3 (Consensus Complementarity Control). |
| 4 | + |
| 5 | +The `pyc3` package provides Python bindings for the C3 algorithm, allowing you to work with Linear Complementarity Systems (LCS), solve Mixed-Integer Quadratic Programs (MIQP), and control systems using the C3 framework. |
| 6 | + |
| 7 | +--- |
| 8 | + |
| 9 | +## Prerequisites |
| 10 | + |
| 11 | +Before building and installing pyc3, ensure you have: |
| 12 | + |
| 13 | +1. **Drake**: C3 depends on Drake for multibody dynamics and optimization |
| 14 | +2. **Gurobi**: Required for the MIQP solver (version 10.0 recommended) |
| 15 | +3. **Bazel**: For building the project |
| 16 | +4. **Python 3.8+**: With development headers |
| 17 | + |
| 18 | +For detailed setup instructions, see the main [C3 README](../../README.md). |
| 19 | + |
| 20 | +--- |
| 21 | + |
| 22 | +## Building and Installing pyc3 in a Virtual Environment |
| 23 | + |
| 24 | +Follow these steps to build the `pyc3` Python wheel and install it into a virtual environment. |
| 25 | + |
| 26 | +### 1. Create and Activate a Python Virtual Environment |
| 27 | + |
| 28 | +```sh |
| 29 | +python3 -m venv venv |
| 30 | +source venv/bin/activate |
| 31 | +``` |
| 32 | + |
| 33 | +### 2. Build the pyc3 Python Wheel |
| 34 | + |
| 35 | +From the root of the C3 repository, build the Python wheel using Bazel: |
| 36 | + |
| 37 | +```sh |
| 38 | +bazel build //bindings/pyc3:pyc3_wheel |
| 39 | +``` |
| 40 | + |
| 41 | +This will create a wheel file in the Bazel output directory. |
| 42 | + |
| 43 | +### 3. Install the pyc3 Wheel |
| 44 | + |
| 45 | +Install the built wheel into your virtual environment: |
| 46 | + |
| 47 | +```sh |
| 48 | +pip install bazel-bin/bindings/pyc3/pyc3_wheel.whl |
| 49 | +``` |
| 50 | + |
| 51 | +### 4. Verify Installation |
| 52 | + |
| 53 | +Test that pyc3 was installed correctly: |
| 54 | + |
| 55 | +```python |
| 56 | +python -c 'import pyc3; print("pyc3 installed successfully!")' |
| 57 | +``` |
| 58 | + |
| 59 | +--- |
| 60 | + |
| 61 | +## Examples |
| 62 | + |
| 63 | +Complete examples are available in the `examples/python/` directory: |
| 64 | + |
| 65 | +- **`c3_example.py`**: Basic C3 optimization example |
| 66 | +- **`c3_controller_example.py`**: Real-time controller with Drake integration |
| 67 | +- **`lcs_factory_example.py`**: LCS creation from multibody systems |
| 68 | + |
| 69 | +To run an example: |
| 70 | + |
| 71 | +```sh |
| 72 | +cd examples/python |
| 73 | +python c3_example.py |
| 74 | +``` |
| 75 | + |
| 76 | +--- |
| 77 | + |
| 78 | +## Troubleshooting |
| 79 | + |
| 80 | +### Common Issues |
| 81 | + |
| 82 | +1. **Import Error**: If you get import errors, ensure Drake is properly installed and your virtual environment is activated. |
| 83 | + |
| 84 | +2. **Gurobi License**: Make sure your Gurobi license is properly configured: |
| 85 | + ```sh |
| 86 | + export GUROBI_HOME=/opt/gurobi1000/linux64 |
| 87 | + export GRB_LICENSE_FILE=/path/to/your/gurobi.lic |
| 88 | + ``` |
| 89 | + |
| 90 | +3. **Build Errors**: Ensure all prerequisites are installed and Bazel can find Drake: |
| 91 | + ```sh |
| 92 | + bazel clean |
| 93 | + bazel build //bindings/pyc3:pyc3_wheel |
| 94 | + ``` |
| 95 | + |
| 96 | +### Getting Help |
| 97 | + |
| 98 | +- Check the main [C3 repository issues](https://github.com/DAIRLab/c3/issues) |
| 99 | +- Review the [C3 paper](https://arxiv.org/abs/2304.11259) for algorithmic details |
| 100 | +- See [dairlib](https://github.com/DAIRLab/dairlib) for more comprehensive examples |
| 101 | + |
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