convert map data from OpenStreetMap to network files in GMNS format

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  • License: GNU General Public License v3 or later (GPLv3+)
  • Author: Jiawei Lu
  • Requires: Python >=3.8
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Project description

osm2gmns

Authors: Jiawei Lu, Xuesong (Simon) Zhou
Email: lujiaweiwk@gmail.com, xzhou74@asu.edu

osm2gmns is a high-performance Python package designed to convert OpenStreetMap (OSM) data into standardized transportation networks. Leveraging a C++ core wrapped in an intuitive Python interface, osm2gmns offers both computational speed and ease of use. It empowers researchers and practitioners to generate detailed, multi-modal networks (driving, cycling, walking, railway, aeroway) for any region worldwide with minimal coding effort.

The package outputs networks primarily in the GMNS (General Modeling Network Specification) format, promoting interoperability and simplifying data exchange within the transportation modeling community.

>>> import osm2gmns as og
>>> net = og.getNetFromFile('map.osm')
>>> og.outputNetToCSV(net)

This v1.x version introduces significant architectural changes, performance improvements, and new features compared to v0.x, and is not fully backward compatible.

  • We encourage users to adopt v1.x for the latest capabilities and ongoing development.

  • v0.x will only receive critical bug fixes moving forward.

  • Functionality like Multi-Resolution Modeling (MRM), currently available only in v0.x, is planned for future v1.x releases.

Citation

If osm2gmns contributes to your research, please cite the following publication:

Lu, J., & Zhou, X.S. (2023). Virtual track networks: A hierarchical modeling framework and open-source tools for simplified and efficient connected and automated mobility (CAM) system design based on general modeling network specification (GMNS). Transportation Research Part C: Emerging Technologies, 153, 104223. [link]

User’s guide

Users are referred to user’s guide for a detailed introduction of osm2gmns.

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