cmeel-octomap provides efficient Python bindings for the OctoMap library, a probabilistic 3D mapping framework based on octrees. It enables users to build, query, and manage 3D occupancy maps in Python. The current version is 1.10.0, with updates typically aligned with upstream OctoMap releases or cmeel improvements.
pip install cmeel-octomapVerified import paths — ran on the pinned version, not inferred.
This quickstart demonstrates how to create an OctoMap, insert occupied and free points, and query their occupancy status. It highlights basic map manipulation and information retrieval.
Explicitly transform your points to the OctoMap coordinate system before insertion, or ensure your data source aligns with it. Consult OctoMap C++ documentation for exact conventions.
Optimize your map resolution based on actual application needs. Consider using smaller sub-maps or streaming data if memory becomes a constraint. Use `tree.prune()` to reduce memory if applicable.
Ensure all inputs to OctoMap functions are valid (e.g., non-NaN points, valid resolutions). For complex issues, isolating the problematic input or operation and consulting OctoMap's C++ documentation might be necessary.
Always use `from octomap import ...` after installing `cmeel-octomap`. If issues arise, check `pip freeze` for other OctoMap-related packages and consider using a dedicated virtual environment.
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