Skip to main content

osm2gmns

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.

Metadata

Release files for osm2gmns 1.0.1

For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.

Source distribution (sdist)

Source distribution for osm2gmns 1.0.1
File Size Uploaded Provenance
osm2gmns-1.0.1.tar.gz 17.8 MB With provenance Details

Built distributions (wheels)

Table of built distributions (wheels) for osm2gmns 1.0.1
File
osm2gmns-1.0.1-cp312-cp312-win_amd64.whl CPython 3.12 CPython 3.12 Windows x86-64 Details
osm2gmns-1.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.12 CPython 3.12 Linux glibc 2.17+ x86-64 Details
osm2gmns-1.0.1-cp312-cp312-macosx_14_0_arm64.whl CPython 3.12 CPython 3.12 macOS 14.0+ ARM64 Details
osm2gmns-1.0.1-cp312-cp312-macosx_13_0_x86_64.whl CPython 3.12 CPython 3.12 macOS 13.0+ x86-64 Details
osm2gmns-1.0.1-cp311-cp311-win_amd64.whl CPython 3.11 CPython 3.11 Windows x86-64 Details
osm2gmns-1.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.11 CPython 3.11 Linux glibc 2.17+ x86-64 Details
osm2gmns-1.0.1-cp311-cp311-macosx_14_0_arm64.whl CPython 3.11 CPython 3.11 macOS 14.0+ ARM64 Details
osm2gmns-1.0.1-cp311-cp311-macosx_13_0_x86_64.whl CPython 3.11 CPython 3.11 macOS 13.0+ x86-64 Details
osm2gmns-1.0.1-cp310-cp310-win_amd64.whl CPython 3.10 CPython 3.10 Windows x86-64 Details
osm2gmns-1.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.10 CPython 3.10 Linux glibc 2.17+ x86-64 Details
osm2gmns-1.0.1-cp310-cp310-macosx_14_0_arm64.whl CPython 3.10 CPython 3.10 macOS 14.0+ ARM64 Details
osm2gmns-1.0.1-cp310-cp310-macosx_13_0_x86_64.whl CPython 3.10 CPython 3.10 macOS 13.0+ x86-64 Details
osm2gmns-1.0.1-cp39-cp39-win_amd64.whl CPython 3.9 CPython 3.9 Windows x86-64 Details
osm2gmns-1.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.9 CPython 3.9 Linux glibc 2.17+ x86-64 Details
osm2gmns-1.0.1-cp39-cp39-macosx_14_0_arm64.whl CPython 3.9 CPython 3.9 macOS 14.0+ ARM64 Details
osm2gmns-1.0.1-cp39-cp39-macosx_13_0_x86_64.whl CPython 3.9 CPython 3.9 macOS 13.0+ x86-64 Details
osm2gmns-1.0.1-cp38-cp38-win_amd64.whl CPython 3.8 CPython 3.8 Windows x86-64 Details
osm2gmns-1.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl CPython 3.8 CPython 3.8 Linux glibc 2.17+ x86-64 Details
osm2gmns-1.0.1-cp38-cp38-macosx_14_0_arm64.whl CPython 3.8 CPython 3.8 macOS 14.0+ ARM64 Details
osm2gmns-1.0.1-cp38-cp38-macosx_13_0_x86_64.whl CPython 3.8 CPython 3.8 macOS 13.0+ x86-64 Details

Total release size: 204.0 MB

Release files / osm2gmns-1.0.1.tar.gz

Download URL osm2gmns-1.0.1.tar.gz
Size 17.8 MB
Tags Source
SHA-256 checksum
How to use checksums
b2d1837065de2a23989dc22d3f234678eb11dc2dac934281ffd05d2066273b73
BLAKE2b-256 checksum
How to use checksums
33e3d8ba8de7f82acbe5836c4fc16f6cc11b1c7da843e95338c0d6fc63ad6358
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp312-cp312-win_amd64.whl

Download URL osm2gmns-1.0.1-cp312-cp312-win_amd64.whl
Size 11.9 MB
Tags CPython 3.12 Windows x86-64
SHA-256 checksum
How to use checksums
de9f3457d8eecac119dae047aac1b0b921e4c8cfc17b57c5be933ca51d780761
BLAKE2b-256 checksum
How to use checksums
a3cc0af504c539ccde04815d2081772bcbad1c3e3911e03ef5865b3f0272608e
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL osm2gmns-1.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 8.1 MB
Tags CPython 3.12 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
eead8aa77b5cf0adf5bf93fd0d19b9827bbb2e0d33a5ca9ff17c333bcad4aa77
BLAKE2b-256 checksum
How to use checksums
688f7ea27eb910e2a17e67fa96a8a44d528419fe6d6914bb478e69efb5d184d3
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp312-cp312-macosx_14_0_arm64.whl

Download URL osm2gmns-1.0.1-cp312-cp312-macosx_14_0_arm64.whl
Size 8.3 MB
Tags CPython 3.12 macOS 14.0+ ARM64
SHA-256 checksum
How to use checksums
ac8644532dfbf8e8d349ffc41afbfc01e14d265491f39b333ae1e8fe1dee6339
BLAKE2b-256 checksum
How to use checksums
5f7c3e182107245cef4cc311c28be666aa7db368fbcdad1436ececb217b5d323
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp312-cp312-macosx_13_0_x86_64.whl

Download URL osm2gmns-1.0.1-cp312-cp312-macosx_13_0_x86_64.whl
Size 9.0 MB
Tags CPython 3.12 macOS 13.0+ x86-64
SHA-256 checksum
How to use checksums
c287f4dab524776285eadbf7772aa2c0ddf914d9b30d1a2471282fbe6d000ce8
BLAKE2b-256 checksum
How to use checksums
7940116fe9d304398b1bd4f3800e7f1d9b0bb537fbff6102ad39b418fbf200a4
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp311-cp311-win_amd64.whl

Download URL osm2gmns-1.0.1-cp311-cp311-win_amd64.whl
Size 11.9 MB
Tags CPython 3.11 Windows x86-64
SHA-256 checksum
How to use checksums
f4f4db8ad9122d70e9c6835faf0d9505cc9c98dd417446c5f92498939eb347e7
BLAKE2b-256 checksum
How to use checksums
335ca6fbbc7f9a822f2342bfbf3bd420b1344f1712892cd531587f78bddaa8fc
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL osm2gmns-1.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 8.1 MB
Tags CPython 3.11 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
e19870af3b568dfc06ffbd4b06de266184b8b7ea4e97cbb5aca56ab2e9d37c49
BLAKE2b-256 checksum
How to use checksums
1dfb9ffe1550c0d40bc291c6e024344ef1b07bc3fca54e8dbb4fed94675e31c8
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp311-cp311-macosx_14_0_arm64.whl

Download URL osm2gmns-1.0.1-cp311-cp311-macosx_14_0_arm64.whl
Size 8.3 MB
Tags CPython 3.11 macOS 14.0+ ARM64
SHA-256 checksum
How to use checksums
cbc3e2554d3f3ace47d5024b72426d059c2a49f32daef11027604ab0933ab1ef
BLAKE2b-256 checksum
How to use checksums
76249d3085522ecb6d82c05795c072b185a2792663c85eb63c9c050b428ee06f
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp311-cp311-macosx_13_0_x86_64.whl

Download URL osm2gmns-1.0.1-cp311-cp311-macosx_13_0_x86_64.whl
Size 9.0 MB
Tags CPython 3.11 macOS 13.0+ x86-64
SHA-256 checksum
How to use checksums
934c713e41378134f8c84f9093807017f1a81f683ad57c46d92431f76a49a8a8
BLAKE2b-256 checksum
How to use checksums
f00212278f2a237fb14054855212c2ff1d117edad9242845c8bc0485cc23d5fe
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp310-cp310-win_amd64.whl

Download URL osm2gmns-1.0.1-cp310-cp310-win_amd64.whl
Size 11.9 MB
Tags CPython 3.10 Windows x86-64
SHA-256 checksum
How to use checksums
d23e8f2114789873a3fbb306044995d3f751bb3ec5527039659295c6c37d8123
BLAKE2b-256 checksum
How to use checksums
b0ed52cfb6427f7f1b93bcff069fa016bba6beda484fc27884daf0066853dacc
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL osm2gmns-1.0.1-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 8.1 MB
Tags CPython 3.10 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
013788b764874c020173547b657fe9b34d0c5e9ddc9c38d95edacabf83f93585
BLAKE2b-256 checksum
How to use checksums
91ed870846f4ec781235005e8afc146fbbb50da639b589a637ee42d1a14ad809
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp310-cp310-macosx_14_0_arm64.whl

Download URL osm2gmns-1.0.1-cp310-cp310-macosx_14_0_arm64.whl
Size 8.3 MB
Tags CPython 3.10 macOS 14.0+ ARM64
SHA-256 checksum
How to use checksums
82b7cf83f2a900b8e83f4f7ce943d283fcd23b32a0ccd71f8f68ea5234b99527
BLAKE2b-256 checksum
How to use checksums
77b2484bd039eaef19b89f8464ab05277ca807a9759b53d219f7abb370abd30d
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp310-cp310-macosx_13_0_x86_64.whl

Download URL osm2gmns-1.0.1-cp310-cp310-macosx_13_0_x86_64.whl
Size 9.0 MB
Tags CPython 3.10 macOS 13.0+ x86-64
SHA-256 checksum
How to use checksums
5632de3c03ff42cb796ea4a4ff7b26531473bd06d41e680ded4341e1a1f7a29d
BLAKE2b-256 checksum
How to use checksums
e5bdd672505f87f4ca9972518aa8d97986ab6b19997f31db9267ab753d40daed
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp39-cp39-win_amd64.whl

Download URL osm2gmns-1.0.1-cp39-cp39-win_amd64.whl
Size 11.9 MB
Tags CPython 3.9 Windows x86-64
SHA-256 checksum
How to use checksums
d15dd79e752bd9b3c8fd3310ef16e6ebe4401a772c590e1051a73f3c00d9c263
BLAKE2b-256 checksum
How to use checksums
4cf08bc8cf460653d499c6ba1c34b3774dbe7094ae20c6e16654fe4876a5b999
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL osm2gmns-1.0.1-cp39-cp39-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 8.1 MB
Tags CPython 3.9 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
a9994cbaae1700bf3fa0d7ed96e00916fbb6b040f4925a2f2505b6bffceecb28
BLAKE2b-256 checksum
How to use checksums
2c237c1df912f158256dd293355214793e48b2deece510d7ae345c9d415fbcaa
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp39-cp39-macosx_14_0_arm64.whl

Download URL osm2gmns-1.0.1-cp39-cp39-macosx_14_0_arm64.whl
Size 8.3 MB
Tags CPython 3.9 macOS 14.0+ ARM64
SHA-256 checksum
How to use checksums
06f8b348bda060838957f01a4a4c95fec80e02532b4f9a1b7b6c412aa74871fc
BLAKE2b-256 checksum
How to use checksums
56ca2101363a3f835e7783062080ad2a4ceb9ee8b014287b6a353433d8e7986a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp39-cp39-macosx_13_0_x86_64.whl

Download URL osm2gmns-1.0.1-cp39-cp39-macosx_13_0_x86_64.whl
Size 9.0 MB
Tags CPython 3.9 macOS 13.0+ x86-64
SHA-256 checksum
How to use checksums
d3104a67aba7fc795d1c01faf34db0c95eb23bb04b8f0db08c873a90e5a0da56
BLAKE2b-256 checksum
How to use checksums
3c8d15dd2796aff0e83ba450dc9288b0c961c48624bc3218486bbe549fb652e6
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp38-cp38-win_amd64.whl

Download URL osm2gmns-1.0.1-cp38-cp38-win_amd64.whl
Size 11.9 MB
Tags CPython 3.8 Windows x86-64
SHA-256 checksum
How to use checksums
5864a005ee7d1b22c8177917a2e5c5ad76911595e883edede94010fa2b4f43b6
BLAKE2b-256 checksum
How to use checksums
20e78780c0e9569bbb56ecd530341737d74bebec42e4cae85518f26c4583cce9
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL osm2gmns-1.0.1-cp38-cp38-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size 8.1 MB
Tags CPython 3.8 Linux glibc 2.17+ x86-64
SHA-256 checksum
How to use checksums
e8a4f0211090908cabb7303169d30b9b3a6fcc67c43cc9543a5f9874663e2733
BLAKE2b-256 checksum
How to use checksums
d589afe59f850a7e35efd87fdc481f29209333f636c7c3dcd1de698ea6b3d92a
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp38-cp38-macosx_14_0_arm64.whl

Download URL osm2gmns-1.0.1-cp38-cp38-macosx_14_0_arm64.whl
Size 8.3 MB
Tags CPython 3.8 macOS 14.0+ ARM64
SHA-256 checksum
How to use checksums
77daa844a82d6cb2ca36b18642543d2b15bc0f373b9ee227b7423542c4a6a98c
BLAKE2b-256 checksum
How to use checksums
8e2d94ef8c73c1c750d3e421782d90a45b5d4d220277d208e8fea78e78735db0
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Release files / osm2gmns-1.0.1-cp38-cp38-macosx_13_0_x86_64.whl

Download URL osm2gmns-1.0.1-cp38-cp38-macosx_13_0_x86_64.whl
Size 9.0 MB
Tags CPython 3.8 macOS 13.0+ x86-64
SHA-256 checksum
How to use checksums
afc4b177251f5e36bcf08b6b009e6234e27df63266e0d2c7a39dbd69c69ec208
BLAKE2b-256 checksum
How to use checksums
6b760ff8873ceafa23f33f4a8d1a22f6efbc8739e75e807152c0157c6023cb83
Upload date
Uploaded using Trusted Publishing?
What is trusted publishing?
Yes
Uploaded via twine/6.1.0 CPython/3.12.9

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

Security for osm2gmns 1.0.1

Provenance

Provenance describes where a file came from. On PyPI, provenance is shared via attestations, which provide a verifiable record of the build or publishing details. View details, limitations and caveats.

Full provenance

All 21 files in this release have been uploaded with provenance metadata.

Select from 21 files

Attestation for osm2gmns-1.0.1.tar.gz

PyPI Publish Attestation

PyPI verified that this artifact, at this checksum, originated from the publisher listed below.

Signed by GitHub Actions, verified by PyPI on May 5, 2025.

Transparency log

A note on package security

PyPI is a repository for distributing packages, not a service for auditing them. While third-party security researchers and our staff do their best to detect and remove malicious packages, PyPI cannot guarantee the quality, security or suitability of any given package.

To learn more about protecting yourself from malicious actors, visit our package security documentation.

Release history Release notifications | RSS feed

This release

1.0.1 This release

21 release files Full provenance

Anthropic, PBC Visionary sponsor Bloomberg Visionary sponsor Hudson River Trading Visionary sponsor Meta Visionary sponsor NVIDIA Visionary sponsor Microsoft Sustainability sponsor Depot Continuous Integration AWS Cloud computing and Security Sponsor Datadog Monitoring Fastly CDN Google Download Analytics Sentry Error logging StatusPage Status page