pybind11-rdp
C++ implementation of the Ramer-Douglas-Peucker algorithm (binding to python via pybind11) https://deepwiki.com/cubao/pybind11-rdp
Automate C++ and Python code formatting using pre-commit hooks and clang-format in the pybind11-rdp repository. Ensure consistent style with every commit.
Handling 3D Coordinate Arrays (Nx3 vs Nx2) in pybind11-rdppybind11-rdp seamlessly handles Nx3 and Nx2 3D coordinate arrays. Learn how it pads 2D inputs for processing and preserves original shapes.
Understanding the Eigen VectorXi Mask Output Format in pybind11-rdpLearn how pybind11-rdp uses Eigen VectorXi for rdp_mask output. Understand binary masks and retained points in polyline simplification.
Why Recursive and Iterative RDP Implementations Produce the Same Results in pybind11-rdpDiscover why pybind11-rdp recursive and iterative RDP implementations yield identical results. Learn how they build a boolean mask for bitwise-equivalent output.
Mitigating Stack Overflow Risk with Recursive Algorithm on Large Datasets in pybind11-rdpPrevent stack overflow errors in pybind11-rdp when processing large datasets by using the iterative rdp implementation with recursive=False. Avoid C++ stack exhaustion and segmentation faults.
Building Wheels for pybind11-rdp Distribution: CMake and pybind11 IntegrationLearn how to build wheels for pybind11-rdp distribution using scikit-build-core CMake pybind11 integration to compile high-performance C++ Ramer-Douglas-Peucker into portable Python extension modules.
Building pybind11-rdp from Source with CMake: Step-by-Step GuideLearn to build pybind11-rdp from source with CMake. This guide covers C++14 compiler, Python headers, and CMake 3.15+ for compiling the core extension module.
Choosing Between `algo='iter'` and `algo='rec'` in pybind11-rdpUnderstand when to use algo=iter vs algo=rec in pybind11-rdp. Choose iter for large datasets to prevent stack overflows and rec for smaller data to minimize overhead.
How to Use the `return_mask` Parameter in pybind11-rdp's `rdp` FunctionLearn to use the return_mask parameter in pybind11-rdp's rdp function. Get a boolean array of surviving points for easier data filtering and index tracking.
Why Custom Distance Functions Are Not Supported in pybind11-rdp: A Deep Dive into the C++ ImplementationDiscover why pybind11-rdp disallows custom distance functions. Explore the C++ implementation details and understand the limitations of its point-to-line-segment calculations.
Python List vs NumPy Array Input Compatibility in pybind11-rdp: A Complete GuideUnderstand Python list vs NumPy array compatibility in pybind11-rdp. Learn how pybind11-rdp converts inputs to NumPy ndarrays for efficient C++ Eigen integration.
Handling Infinite Epsilon in RDP: Edge Case Behavior in pybind11-rdpDiscover how pybind11-rdp handles infinite epsilon in RDP algorithms. Learn about edge case behavior and achieve maximum simplification without errors.
Have a question about this repo?
These articles cover the highlights, but your codebase questions are specific. Give your agent direct access to the source. Share this with your agent to get started:
curl -s "https://instagit.com/install.md" 
Maintain an open-source project? Get it listed too →