Skip to main content

Python bindings for libosmium, the data processing library for OSM data, with numpy interface

Project description

npyosmium

Fork of pyosmium, including (only one for the time being) efficient numpy interface.

pyosmium

Provides Python bindings for the Libosmium C++ library, a library for working with OpenStreetMap data in a fast and flexible manner.

Github Actions Build Status PyPI version

Installation

npyosmium works with Python >= 3.9. Pypy is known to not work.

Using Pip

The recommended way to install npyosmium is via pip:

pip install npyosmium

We provide binary wheels for Linux and Windows 64 for all actively maintained Python versions.

For other versions, a source wheel is provided. Make sure to install all external dependencies first. On Debian/Ubuntu-like systems, the following command installs all required packages:

sudo apt-get install build-essential cmake libboost-dev \
                     libexpat1-dev zlib1g-dev libbz2-dev

Installing from source

Prerequisites

npyosmium has the following dependencies:

Compiling from Source

Make sure to install the development packages for expat, libz, libbz2 and boost.

The appropriate versions for Libosmium and Protozero will be downloaded into the contrib directory when building the source package:

python3 -m build -s

Alternatively, provide custom locations for these libraries by setting Libosmium_ROOT and Protozero_ROOT.

To compile and install the bindings, run

pip install .

Using conda

(Tested on MacOS)

conda create -p .venv -c conda-forge  python=3.10 clang cmake boost
conda activate .venv/
pip install build pytest shapely
# Resume cloning and build as described earlier

Compiling for Development

To compile during development, you can use the experimental Editable install mode of scikit-build-core:

Create a virtualenv with scikit-build-core and pybind11 preinstalled:

virtualenv /tmp/dev-venv
/tmp/dev-venv/bin/pip install scikit-build-core pybind11

Now compile pyosmium with:

/tmp/dev-venv/bin/pip install --no-build-isolation --config-settings=editable.rebuild=true -Cbuild-dir=/tmp/build -ve.

Examples

The example directory contains small examples on how to use the library. They are mostly ports of the examples in Libosmium and osmium-contrib.

Testing

There is a small test suite in the test directory. This provides unit test for the python bindings, it is not meant to be a test suite for Libosmium.

Testing requires pytest and pytest-httpserver and optionally pytest-run-parallel and shapely. Install those into your dev environment:

/tmp/dev-venv/bin/pip install --no-build-isolation --config-settings=editable.rebuild=true -Cbuild-dir=build -ve.[tests]

The test suite can be run with:

/tmp/dev-venv/bin/pytest test

To test parallel execution on free-threaded Python, run:

/tmp/dev-venv/bin/pytest test --parallel-threads 10 --iterations 100

CI/CD

Relying on act to test GitHub actions locally (to some extent). Install:

Then to test a single matrix combination:

act --artifact-server-path /tmp/artifacts --concurrent-jobs 1 --matrix os:ubuntu-22.04 --matrix 'cibw_build:cp310-*' pull_request

Documentation

To build the documentation you need mkdocs with the mkdocstrings and jupyter extensions and the material theme.

All necessary packages can be installed via pip:

pip install npyosmium[docs]

To build the documentation run:

mkdocs build

or to few it locally, you can use:

mkdocs serve

Pregenerated man pages for the tools are available in docs/man. For rebuilding the man pages run:

cd docs
make man

Bugs and Questions

If you find bugs or have feature requests, please report those in the github issue tracker.

For general questions about using pyosmium you can use the OSM development mailing list or ask on OSM help.

License

npyosmium is available under the BSD 2-Clause License. See LICENSE.TXT.

Authors

Upstream: Sarah Hoffmann (lonvia@denofr.de) and others. See commit logs for a full list. Fork and numpy interface: Aurélien Grenotton (agrenott@gmail.com)

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

npyosmium-4.2.0.tar.gz (531.6 kB view details)

Uploaded Source

Built Distributions

If you're not sure about the file name format, learn more about wheel file names.

npyosmium-4.2.0-cp314-cp314t-win_arm64.whl (1.9 MB view details)

Uploaded CPython 3.14tWindows ARM64

npyosmium-4.2.0-cp314-cp314t-win_amd64.whl (1.8 MB view details)

Uploaded CPython 3.14tWindows x86-64

npyosmium-4.2.0-cp314-cp314-win_arm64.whl (1.8 MB view details)

Uploaded CPython 3.14Windows ARM64

npyosmium-4.2.0-cp314-cp314-win_amd64.whl (1.7 MB view details)

Uploaded CPython 3.14Windows x86-64

npyosmium-4.2.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (1.7 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

npyosmium-4.2.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (1.6 MB view details)

Uploaded CPython 3.14manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

npyosmium-4.2.0-cp314-cp314-macosx_11_0_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.14macOS 11.0+ x86-64

npyosmium-4.2.0-cp314-cp314-macosx_11_0_arm64.whl (1.2 MB view details)

Uploaded CPython 3.14macOS 11.0+ ARM64

npyosmium-4.2.0-cp313-cp313t-win_arm64.whl (1.9 MB view details)

Uploaded CPython 3.13tWindows ARM64

npyosmium-4.2.0-cp313-cp313t-win_amd64.whl (1.8 MB view details)

Uploaded CPython 3.13tWindows x86-64

npyosmium-4.2.0-cp313-cp313-win_arm64.whl (1.8 MB view details)

Uploaded CPython 3.13Windows ARM64

npyosmium-4.2.0-cp313-cp313-win_amd64.whl (1.7 MB view details)

Uploaded CPython 3.13Windows x86-64

npyosmium-4.2.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (1.7 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

npyosmium-4.2.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (1.5 MB view details)

Uploaded CPython 3.13manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

npyosmium-4.2.0-cp313-cp313-macosx_11_0_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.13macOS 11.0+ x86-64

npyosmium-4.2.0-cp313-cp313-macosx_11_0_arm64.whl (1.2 MB view details)

Uploaded CPython 3.13macOS 11.0+ ARM64

npyosmium-4.2.0-cp312-cp312-win_arm64.whl (1.8 MB view details)

Uploaded CPython 3.12Windows ARM64

npyosmium-4.2.0-cp312-cp312-win_amd64.whl (1.7 MB view details)

Uploaded CPython 3.12Windows x86-64

npyosmium-4.2.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (1.7 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

npyosmium-4.2.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (1.5 MB view details)

Uploaded CPython 3.12manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

npyosmium-4.2.0-cp312-cp312-macosx_11_0_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.12macOS 11.0+ x86-64

npyosmium-4.2.0-cp312-cp312-macosx_11_0_arm64.whl (1.2 MB view details)

Uploaded CPython 3.12macOS 11.0+ ARM64

npyosmium-4.2.0-cp311-cp311-win_arm64.whl (1.8 MB view details)

Uploaded CPython 3.11Windows ARM64

npyosmium-4.2.0-cp311-cp311-win_amd64.whl (1.7 MB view details)

Uploaded CPython 3.11Windows x86-64

npyosmium-4.2.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (1.7 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

npyosmium-4.2.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (1.5 MB view details)

Uploaded CPython 3.11manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

npyosmium-4.2.0-cp311-cp311-macosx_11_0_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.11macOS 11.0+ x86-64

npyosmium-4.2.0-cp311-cp311-macosx_11_0_arm64.whl (1.2 MB view details)

Uploaded CPython 3.11macOS 11.0+ ARM64

npyosmium-4.2.0-cp310-cp310-win_arm64.whl (1.8 MB view details)

Uploaded CPython 3.10Windows ARM64

npyosmium-4.2.0-cp310-cp310-win_amd64.whl (1.7 MB view details)

Uploaded CPython 3.10Windows x86-64

npyosmium-4.2.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (1.7 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

npyosmium-4.2.0-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (1.5 MB view details)

Uploaded CPython 3.10manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

npyosmium-4.2.0-cp310-cp310-macosx_11_0_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.10macOS 11.0+ x86-64

npyosmium-4.2.0-cp310-cp310-macosx_11_0_arm64.whl (1.2 MB view details)

Uploaded CPython 3.10macOS 11.0+ ARM64

npyosmium-4.2.0-cp39-cp39-win_arm64.whl (1.8 MB view details)

Uploaded CPython 3.9Windows ARM64

npyosmium-4.2.0-cp39-cp39-win_amd64.whl (1.7 MB view details)

Uploaded CPython 3.9Windows x86-64

npyosmium-4.2.0-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl (1.7 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.27+ x86-64manylinux: glibc 2.28+ x86-64

npyosmium-4.2.0-cp39-cp39-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl (1.5 MB view details)

Uploaded CPython 3.9manylinux: glibc 2.26+ ARM64manylinux: glibc 2.28+ ARM64

npyosmium-4.2.0-cp39-cp39-macosx_11_0_x86_64.whl (1.4 MB view details)

Uploaded CPython 3.9macOS 11.0+ x86-64

npyosmium-4.2.0-cp39-cp39-macosx_11_0_arm64.whl (1.2 MB view details)

Uploaded CPython 3.9macOS 11.0+ ARM64

File details

Details for the file npyosmium-4.2.0.tar.gz.

File metadata

  • Download URL: npyosmium-4.2.0.tar.gz
  • Upload date:
  • Size: 531.6 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for npyosmium-4.2.0.tar.gz
Algorithm Hash digest
SHA256 18066c6b7bd5eaaa741b20380619cd987a7718852830a57f34d58e1c30ffe4c0
MD5 06baca6d9e042c2702627d4d9ae0c227
BLAKE2b-256 0fc712ff385a5d47cc7d72ad108dfe0d5d37e838e543b47a9cd453c41e528535

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0.tar.gz:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp314-cp314t-win_arm64.whl.

File metadata

  • Download URL: npyosmium-4.2.0-cp314-cp314t-win_arm64.whl
  • Upload date:
  • Size: 1.9 MB
  • Tags: CPython 3.14t, Windows ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for npyosmium-4.2.0-cp314-cp314t-win_arm64.whl
Algorithm Hash digest
SHA256 719e9fbef64bf7d3afc5f63d147d1db06cb23e2eb59f4479068b7f76227bea22
MD5 d765ab4756039c16cd0916918b5dfae2
BLAKE2b-256 19557102ed7f909f5bd3cc2fbeec11300365c86018974b66bd6e3f8a4bdf3322

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp314-cp314t-win_arm64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp314-cp314t-win_amd64.whl.

File metadata

  • Download URL: npyosmium-4.2.0-cp314-cp314t-win_amd64.whl
  • Upload date:
  • Size: 1.8 MB
  • Tags: CPython 3.14t, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for npyosmium-4.2.0-cp314-cp314t-win_amd64.whl
Algorithm Hash digest
SHA256 683868b9b4ff7021df34750a999f091ea4c6f7256eb84c5361defd6d785d1241
MD5 5e53d4e821f952e5f11aa65300c8cd62
BLAKE2b-256 fc64c3f2a0586d45c4bd568e323c968c0702d9708e8c7ed4ea023d290dac2cc4

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp314-cp314t-win_amd64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp314-cp314-win_arm64.whl.

File metadata

  • Download URL: npyosmium-4.2.0-cp314-cp314-win_arm64.whl
  • Upload date:
  • Size: 1.8 MB
  • Tags: CPython 3.14, Windows ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for npyosmium-4.2.0-cp314-cp314-win_arm64.whl
Algorithm Hash digest
SHA256 756b66f1d854d12ed80d756ef2b4a4d0d05cf9d4bf93f9bcc603bab62d84f9cc
MD5 e58d19fa9ac6f57cbb7239c286871743
BLAKE2b-256 9d26047df92fa260e5a1402499795aa29405fe6dbfa0a608b7e2d7db9cc243bf

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp314-cp314-win_arm64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp314-cp314-win_amd64.whl.

File metadata

  • Download URL: npyosmium-4.2.0-cp314-cp314-win_amd64.whl
  • Upload date:
  • Size: 1.7 MB
  • Tags: CPython 3.14, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for npyosmium-4.2.0-cp314-cp314-win_amd64.whl
Algorithm Hash digest
SHA256 37bb4073908b0887e8f61d69a8138a810603d510c8c6d881892f43d5913bf37e
MD5 be7ae2a3852b3ce697c0ea2f221ef6db
BLAKE2b-256 f744ff978aff7931db9ce707ee50116f45cc4bb231cb6cae6569448577b20dd0

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp314-cp314-win_amd64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 6ac9a14a424f98bb6cc83e7948fb3374ef54d054700a066921d17e21c4e18d5c
MD5 8dc00f6d3893dab8f5776b2a3f6558d9
BLAKE2b-256 08602ecaa7447983e26a207a87471c057188c745b2b43471b918967417f41c92

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 3bda949dd0a2bd3460e3e129365a81c5c48b7777bf29ec0d90a271c57667a8e7
MD5 7be9f56f065b0e8b8ae63e77a1932339
BLAKE2b-256 fcfd708a6eb3f64cee534270a9033131b70cb12223bb1af1b2e757d9c72391b6

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp314-cp314-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp314-cp314-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp314-cp314-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 86d3e1c3455e5898079c12aea33862a1eefa975a929a3841c023d20fe0193288
MD5 42c19aece64a5f1b164d8e80648caab3
BLAKE2b-256 035e817e3dcba85f9b6dd72052c5db46c7a85919b0dfe96358b13e96e780e672

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp314-cp314-macosx_11_0_x86_64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp314-cp314-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp314-cp314-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 f9dc17b1fe11baf29a9c110914886af5e9a873c2c210c9321ff5d9c9baaea021
MD5 f6c1e82e314cbd227e2f830dd24421cf
BLAKE2b-256 706c0166ce64e3f8e71903b6b074a62ce53e3194302c3c799adb7336e5df083d

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp314-cp314-macosx_11_0_arm64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp313-cp313t-win_arm64.whl.

File metadata

  • Download URL: npyosmium-4.2.0-cp313-cp313t-win_arm64.whl
  • Upload date:
  • Size: 1.9 MB
  • Tags: CPython 3.13t, Windows ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for npyosmium-4.2.0-cp313-cp313t-win_arm64.whl
Algorithm Hash digest
SHA256 3b1c8596acfd25687f47d1f08ff2a04a421b2c427d87f03e39752b5f21112a1d
MD5 7c56ac479509e20bee60764c543c63b6
BLAKE2b-256 b48bd95e36fc184317cb660fd6e28315ea36bf548785bf8699497921379af6b3

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp313-cp313t-win_arm64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp313-cp313t-win_amd64.whl.

File metadata

  • Download URL: npyosmium-4.2.0-cp313-cp313t-win_amd64.whl
  • Upload date:
  • Size: 1.8 MB
  • Tags: CPython 3.13t, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for npyosmium-4.2.0-cp313-cp313t-win_amd64.whl
Algorithm Hash digest
SHA256 6fe7fd98775884b32eb24597e6c587fcb6b470e388717336d668026f299f23fe
MD5 baa6cf73726b209842b649f6bfdb8be5
BLAKE2b-256 1b7518645b0b6144a8ab61af982a0782835e2df9927eb2c4bf611c7bc6f57366

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp313-cp313t-win_amd64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp313-cp313-win_arm64.whl.

File metadata

  • Download URL: npyosmium-4.2.0-cp313-cp313-win_arm64.whl
  • Upload date:
  • Size: 1.8 MB
  • Tags: CPython 3.13, Windows ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for npyosmium-4.2.0-cp313-cp313-win_arm64.whl
Algorithm Hash digest
SHA256 ab76c4cf20c12832014ba85f5e4e7d92620bd7361731d42f40f359307533b9ca
MD5 7f084407d48b878b952744bf804e6334
BLAKE2b-256 9114f7f41034bf851af3d9d3cc596f2d22e14b1b84361b6dc0671e1e389c3d1c

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp313-cp313-win_arm64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp313-cp313-win_amd64.whl.

File metadata

  • Download URL: npyosmium-4.2.0-cp313-cp313-win_amd64.whl
  • Upload date:
  • Size: 1.7 MB
  • Tags: CPython 3.13, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for npyosmium-4.2.0-cp313-cp313-win_amd64.whl
Algorithm Hash digest
SHA256 d64b79c6a6dd5b68bbb00ec08e19610b29d0375486af32d39e60053c129644ea
MD5 09ee0194da75ce82b85cdf6271dbb822
BLAKE2b-256 a4ef97fe4775c7450b40118c26a3d6862a7c31f3388638816ec8345fe09c03cc

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp313-cp313-win_amd64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 6e843c2bc3603cbb610782f67edf9cc547ec5259ba08b867e4b124bfd0be8ebc
MD5 2a6ec875e3ed7a2adc4ab17cfa40b7a0
BLAKE2b-256 4e3f45b689264dc4fa75041a3ee4ec1b6d9d0155d83ca06175744d1344671645

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 e2d352bbda8d7cbe0ea0f98ef05c9ab643f79649b19902f9b8b2184b28583803
MD5 8c839cd984629a527ecb723f517f84ff
BLAKE2b-256 7aa300f5846449554a3be129c9878402fa55e3c815c650e2abac54c435250a3e

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp313-cp313-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp313-cp313-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp313-cp313-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 740c2a980ecca2bc5559d9e9f00bc18fbf85895f19228ec345cd756ec1e8e988
MD5 41cc0f3dbd6b14d8093757e93e694aed
BLAKE2b-256 27d299095dd221478c6a9cb77fdfc6b35443a217369116d6c6eb53173b6ca899

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp313-cp313-macosx_11_0_x86_64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp313-cp313-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp313-cp313-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 d4f6a3a54268c276feb8dc9b7b8f8b4403085245093c69559a9883bb351b3185
MD5 61448a71b7a011171d574380b25727de
BLAKE2b-256 2dd7e3c2a3afdf2baf2ac8db44fda878ab612197834f60c253fbd93671d381e4

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp313-cp313-macosx_11_0_arm64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp312-cp312-win_arm64.whl.

File metadata

  • Download URL: npyosmium-4.2.0-cp312-cp312-win_arm64.whl
  • Upload date:
  • Size: 1.8 MB
  • Tags: CPython 3.12, Windows ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for npyosmium-4.2.0-cp312-cp312-win_arm64.whl
Algorithm Hash digest
SHA256 a14770b213ab32f46938bfcfe1827b524c65a6f6c4928b78fcc9adf943ddbfbf
MD5 e17081a50f2982ac0127095cdd07862c
BLAKE2b-256 90d90472f141bdcd02380a7d768eeca5bb5c70a6da6d8af77a77f31bb1a5b8c2

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp312-cp312-win_arm64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp312-cp312-win_amd64.whl.

File metadata

  • Download URL: npyosmium-4.2.0-cp312-cp312-win_amd64.whl
  • Upload date:
  • Size: 1.7 MB
  • Tags: CPython 3.12, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for npyosmium-4.2.0-cp312-cp312-win_amd64.whl
Algorithm Hash digest
SHA256 bb0415b1bac636a698db75eb8bb8424314584a4c507d3f1b57a4fbd7ba1fab65
MD5 86bbf71a905c36cb5b6d93538b558512
BLAKE2b-256 116e0784f9ba8131109c7da37d960d447e5f5380db084ea6ce516744f04fa7d4

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp312-cp312-win_amd64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 d4d8d85223745a450051c18521e7c13204d4317bbbc4dc0d9f4a7d5f2f7bd96b
MD5 e90a07c52da710d5e5e27a33d99f9ac4
BLAKE2b-256 a8fb8e79e3feb60d28d15a93ab1c320f47438dcb79a14bb7543c86d36e101e48

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 b7e476caa1a4c4a305812aa7bdbf7f4a529b20821b745a77dbef03b0984f9a14
MD5 d7dc0644e47c81d3e4ede189fe3964b4
BLAKE2b-256 5d8699e6d55ada928af9418a9f171931637f2e4dc66bfd9bd51a7353280c246b

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp312-cp312-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp312-cp312-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp312-cp312-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 3a8dc7f89552fee7ec4e0795b10308d394d056a3dc3ccf8d76b28695da0f01da
MD5 5683f3f1b9e3fa954e881ef7d741121d
BLAKE2b-256 7f8254297fff664344b0d6ed8c8706cd1f6d7abe6f33405251c2dc36224043f0

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp312-cp312-macosx_11_0_x86_64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp312-cp312-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp312-cp312-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 d69966effc1dcf06b5aec629a5387d9ee67c2823a81f0d66a1a816190d43bd01
MD5 97bd064072335b1a54c958346b27bb3c
BLAKE2b-256 98c6b6adbe657c716d0b17045ad1c7d618341426ff365aedc80869d9cd1ac8e3

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp312-cp312-macosx_11_0_arm64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp311-cp311-win_arm64.whl.

File metadata

  • Download URL: npyosmium-4.2.0-cp311-cp311-win_arm64.whl
  • Upload date:
  • Size: 1.8 MB
  • Tags: CPython 3.11, Windows ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for npyosmium-4.2.0-cp311-cp311-win_arm64.whl
Algorithm Hash digest
SHA256 74dc82ed8357c0a8f662f913717190ee1e73369a4afc338c8fb1734044fa36e4
MD5 5a33abb83c1f7aad17f32bf0c8778511
BLAKE2b-256 87fb0b6f07f98c01a7c10b6a4572126d6892c765fb8782abd6a77aefbc2cb9b8

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp311-cp311-win_arm64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp311-cp311-win_amd64.whl.

File metadata

  • Download URL: npyosmium-4.2.0-cp311-cp311-win_amd64.whl
  • Upload date:
  • Size: 1.7 MB
  • Tags: CPython 3.11, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for npyosmium-4.2.0-cp311-cp311-win_amd64.whl
Algorithm Hash digest
SHA256 c8626f884b344de6c3e4f310ef130e42d783906b5cdc25502b54a00626e5d9b1
MD5 c03e125dfbd84d7e2306f58c54cc9fbf
BLAKE2b-256 99f6a422ec64d8d509bac4e3aa36b99849fef7afc5639d008b0fb72c3b2d3998

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp311-cp311-win_amd64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 d563f28bdef4283a4debac25bf0e8c55076eec0138dc8e8430fa3a1d9353b330
MD5 5aded2022b45bdfcf976509b71d3525e
BLAKE2b-256 abb1547c47ed98cdbd9e7c8801392f3de04eb8367ef90084698d808f92db3cd6

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 3ce64733bed0e92fa525add896f71970cca49aee5c6a45787c1a269df6edc6f0
MD5 d593f0d67423dcbe9e563915c8342589
BLAKE2b-256 4a6b00b0ef35b01c1980ed55d2709669bb8ee1f66cd4a5662538e6449865d772

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp311-cp311-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp311-cp311-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp311-cp311-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 e1d1bc2d2a96060df88a5e70f28d7686496f052f11d2ded8cfd12cbcf0dce287
MD5 6509e9b7e9fa07b69b1d0067e28f31ab
BLAKE2b-256 283fc8cd26e77d3da9d48259c6865dd1c4e67d40d5c12436b7f2c72464c3ec0e

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp311-cp311-macosx_11_0_x86_64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp311-cp311-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp311-cp311-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 e357b716e5ff8ace24cb872d8d608efd66677ad6780162ef8961007eac905201
MD5 a5a0398cd79ffc0a195f9bd9e66336de
BLAKE2b-256 ce36926b4929f855ac5dc13f16aed1f8418a5fc2f0efef9dd5e405afd7b42331

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp311-cp311-macosx_11_0_arm64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp310-cp310-win_arm64.whl.

File metadata

  • Download URL: npyosmium-4.2.0-cp310-cp310-win_arm64.whl
  • Upload date:
  • Size: 1.8 MB
  • Tags: CPython 3.10, Windows ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for npyosmium-4.2.0-cp310-cp310-win_arm64.whl
Algorithm Hash digest
SHA256 f4ec824bcee3c771e53096c39ebce7515c998960edb397966d68f807286c5487
MD5 488c5c5f5f090c12c349d3e0b987eeac
BLAKE2b-256 3fe10c2e2d06579f034a87230f8b27e898c828df3dc87b2492aa5edb6dd274f9

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp310-cp310-win_arm64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp310-cp310-win_amd64.whl.

File metadata

  • Download URL: npyosmium-4.2.0-cp310-cp310-win_amd64.whl
  • Upload date:
  • Size: 1.7 MB
  • Tags: CPython 3.10, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for npyosmium-4.2.0-cp310-cp310-win_amd64.whl
Algorithm Hash digest
SHA256 c2e29f55d9afec597874399e826caf50a3fe813d5ebb9253e2ab79aaabf52c8c
MD5 d6d9237b8181a6ce64b83940b60432f9
BLAKE2b-256 c5e4af1df397cdb609d7f13210c053a326bfc07fd1b966df175551a5259b1f12

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp310-cp310-win_amd64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 e5a81a972e26e25949f10f7751a6df255f70250d1de4551017c03fd6d85a83fb
MD5 75f8f598a24add645b16bf7a42a1bf37
BLAKE2b-256 9646cc98cc18172813fe1e38afafba58a743aacbaf7cc0002d43e242dbefb901

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 f0dba2f0506fde3475236baf2c4d8ab99893903146b006474065b43fb6e29f91
MD5 f0fffbc21048e60f9255141409d4dacb
BLAKE2b-256 28f08c4d2a294fec38b8ea1d40b04fb644e5b9e647c6b5a900c1129583fee2ec

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp310-cp310-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp310-cp310-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp310-cp310-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 39dbb005e76dfeb91c2e0a97b96ec6c5cf5d81119683141e183954c60c486bed
MD5 ec2d342a80aec87d36f7ccfdc43c5dfc
BLAKE2b-256 b54034689a7a65e35e540353ae72eeaa1082052cfeaa82af678bea9f488144d2

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp310-cp310-macosx_11_0_x86_64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp310-cp310-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp310-cp310-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 c85aac4c9ebe4ff614af147ee80c814d08673d3e462c4b7e2aed2aab043d1f1e
MD5 b8a376352ffd96fb4c1bdf819d8069c4
BLAKE2b-256 f59959c4eedd2700a861fb18169d9ae015e672031955ba694814ea5bb6a0097f

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp310-cp310-macosx_11_0_arm64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp39-cp39-win_arm64.whl.

File metadata

  • Download URL: npyosmium-4.2.0-cp39-cp39-win_arm64.whl
  • Upload date:
  • Size: 1.8 MB
  • Tags: CPython 3.9, Windows ARM64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for npyosmium-4.2.0-cp39-cp39-win_arm64.whl
Algorithm Hash digest
SHA256 36b9e30f9faa22b207326653e12937285081e2d228dade574e2df53c6455fda3
MD5 7b947b498c9afd2bc58c2d40ab92ffb3
BLAKE2b-256 ee43df3c74151740642c91f7d5169c510b9d58a578a1b460762149e5445e7526

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp39-cp39-win_arm64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp39-cp39-win_amd64.whl.

File metadata

  • Download URL: npyosmium-4.2.0-cp39-cp39-win_amd64.whl
  • Upload date:
  • Size: 1.7 MB
  • Tags: CPython 3.9, Windows x86-64
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for npyosmium-4.2.0-cp39-cp39-win_amd64.whl
Algorithm Hash digest
SHA256 37248c9bd8fd4e9c0753cf41874643515030e86d8959203b99926fee65fd3dd5
MD5 3d3de7e84fe4dbebec4e8d0b307913c0
BLAKE2b-256 53aca8af4e09793f86705f16c6b69ed1b25e933b59dd174a999d3f07c973e383

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp39-cp39-win_amd64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Algorithm Hash digest
SHA256 ee0f7e687768d30b31d432025fc3029e3a6172d938134e0e0b9fbea5367072eb
MD5 3ca7fb3d3f5f309d8b0205a22aec2b16
BLAKE2b-256 5e57a500742f335fed31d2d945f513683fb50cf49b50d91367f6780f51b9251d

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp39-cp39-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp39-cp39-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl
Algorithm Hash digest
SHA256 72960711d1deb3bd266a5a629a451bf5326ead4c15cf61e77ac53a2aefefa4d1
MD5 289ab3738ff285b32d649e4d9ee68970
BLAKE2b-256 a3552f7c3e7fcba99e64390948d3a4d655587afa7a87e608b376c5a4c1561e0c

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp39-cp39-manylinux_2_26_aarch64.manylinux_2_28_aarch64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp39-cp39-macosx_11_0_x86_64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp39-cp39-macosx_11_0_x86_64.whl
Algorithm Hash digest
SHA256 614f6e9cbcda7d926091e8c56036acdeb23bb1faf46dfcbed01229e9d65cef3a
MD5 36b666ab4c4425df5cda1ba969cc8a5b
BLAKE2b-256 6af683f5a6cbb4ee9b762d366ffb69c219f52151b44f750320b1825e49bd1a41

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp39-cp39-macosx_11_0_x86_64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file npyosmium-4.2.0-cp39-cp39-macosx_11_0_arm64.whl.

File metadata

File hashes

Hashes for npyosmium-4.2.0-cp39-cp39-macosx_11_0_arm64.whl
Algorithm Hash digest
SHA256 25f7e29ecf1d55772478968dd1da374d19e0fd4a5ea253c96364a229c99a7f8a
MD5 2c446395efc393fdd0c6ea85809b2981
BLAKE2b-256 31fb64a18123ecae0c79cf290cc5770abb57e6fb310d60a192c8bd386e647c48

See more details on using hashes here.

Provenance

The following attestation bundles were made for npyosmium-4.2.0-cp39-cp39-macosx_11_0_arm64.whl:

Publisher: build_wheels.yml on agrenott/npyosmium

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page