Pure Python C3D reader and writer for biomechanics and motion capture data
Project description
pupyC3D
A pure Python library for reading and writing C3D files, commonly used in biomechanics and motion capture applications.
Features
- Pure Python: No external dependencies except NumPy
- Cross-platform: Works on Windows, macOS, and Linux
- Full C3D support: Read and write C3D files with complete parameter and data access
- Multiple processor formats: Supports Intel, DEC, and MIPS processor formats
- Easy to use: Simple API for accessing 3D coordinates, parameters, and metadata
Installation
From PyPI (recommended)
pip install pupyC3D
From source
# Clone the repository
git clone https://github.com/Norton-breman/pupyC3D.git
cd pupyC3D
# Install in development mode
pip install -e .
Quick Start
Reading a C3D file
from pupyC3D import C3DFile
# Load a C3D file
c3d = C3DFile('example.c3d')
# Access header information
print(f"Number of 3D points: {c3d.point_count}")
print(f"Number of frames: {c3d.frame_count}")
# Access parameter groups
point_group = c3d.get_parameter_group('POINT')
if point_group:
labels_param = point_group.get_parameter('LABELS')
if labels_param:
print(f"Point labels: {labels_param.value}")
# Access points data
points_list = c3d.get_point_names()
point_data = c3d.get_point_data(points_list[0])
# getting multiple points data
points_data = c3d.get_points_data(points_list)
# Access analog data
if c3d.analog_count > 0:
analog_list = c3d.get_analog_names()
analog_data = c3d.get_analog_data(analog_list[0])
Writing a C3D file
from pupyC3D import C3DFile
import numpy as np
# Create a new C3D file
c3d = C3DFile()
# Add parameter groups and parameters
point_group = c3d.add_parameter_group('POINT')
if point_group:
labels_param = point_group.add_parameter('LABELS')
labels_param.value = np.array(['MARKER1', 'MARKER2', 'MARKER3'])
labels_param.data_type = -1 # String type
# Save the file
c3d.write('output.c3d', overwrite=True)
C3D File Format
C3D files contain:
- Header: Basic file information (number of points, frames, etc.)
- Parameters: Organized in groups (POINT, ANALOG, TRIAL, etc.)
- Data: 3D coordinates and analog data
API Reference
Main Classes
C3DFile: Main class for reading/writing C3D filesParameterGroup: Container for related parametersParameter: Individual parameter with typed dataProcStream: Low-level binary data processor
Key Methods
C3DFile.read_file(): Load C3D file from diskC3DFile.write(): Save C3D file to diskC3DFile.get_parameter_group(): Access parameter groups by name or IDC3DFile.add_parameter_group(): Create new parameter groups
Requirements
- Python 3.6+
- NumPy
License
This project is licensed under the Creative Commons Attribution-NonCommercial 4.0 International License. See the LICENSE for details.
Contributing
Contributions are welcome! Please feel free to submit a Pull Request.
Author
Antoine MARIN (antoine.marin@univ-rennes2.fr)
Changelog
v0.1.0
- Initial release
- Basic C3D reading and writing functionality
- Support for Intel, DEC, and MIPS processor formats
- Complete parameter and data access
Project details
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