PyAFV

PyAFV is a Python package for simulating cellular tissues based on the 2D active finite Voronoi (AFV) model. It provides a computational framework for investigating collective cell behaviors such as motility, adhesion, jamming, and tissue fracture in active matter and biophysical systems. In contrast to standard vertex or Voronoi models, the AFV model incorporates finite interaction ranges and cell-medium interfaces, allowing for detachment, free boundaries, and fragmentation. The package includes tools for geometry handling, time evolution, and analysis of cell configurations. The AFV formalism was introduced and further developed in, for example, Refs. [1–3].

See an interactive simulation demo using PyAFV on Prof. Dapeng (Max) Bi's homepage!

Installation

PyAFV is available on PyPI and can be installed using pip directly:

pip install pyafv

The package supports Python ≥ 3.10 and < 3.15, including Python 3.14t (the free-threaded, no-GIL build). To verify that the installation was successful and that the correct version is installed, run the following in Python:

import pyafv
print(pyafv.__version__)

As an alternative, you can install PyAFV via conda from the conda-forge channel:

conda install -c conda-forge pyafv

If you go this route, note that for Python 3.14 the conda-forge distribution currently provides only the GIL-enabled build.

See the documentation for instructions on installing the package from source or in offline environments.

Install using Docker 🐳

PyAFV can also be installed via containerized environments. Pull the Docker image from Docker Hub:

docker pull wwang721/pyafv:latest

The image is also available via the GitHub Container Registry (GHCR) under GitHub Packages; use ghcr.io/wwang721/pyafv to pull from GHCR instead.

Usage

Here is a simple example to get you started, demonstrating how to construct a finite Voronoi diagram (click the Google Colab badge above to run the notebook directly):

import numpy as np
import pyafv as afv

N = 100                                          # number of cells
pts = np.random.rand(N, 2) * 10                  # initial positions
params = afv.PhysicalParams(r=1.0)               # use default parameter values
sim = afv.FiniteVoronoiSimulator(pts, params)    # initialize the simulator
sim.plot_2d(show=True)                           # visualize the Voronoi diagram

To compute the conservative forces and extract detailed geometric information (e.g., cell areas, vertices, and edges), call:

diag = sim.build()

The returned object diag is a Python dict containing these quantities. Refer to the documentation for more detailed usage.

Simulation previews

Below are representative simulation snapshots generated using the code:

Model illustration	Periodic boundary conditions

Initial configuration	After relaxation	Active dynamics enabled

More information

Full documentation on readthedocs or as a single PDF file.
See CONTRIBUTING.md or the documentation for local development instructions.
See some important issues for additional context, such as:
- QhullError when 3+ points are collinear #1 [Closed - see comments]
- Add customized plotting to examples illustrating access to vertices and edges #5 [Completed in PR #7]
- Time step dependence of intercellular adhesion in simulations #8 [Closed in PR #9]
- Handle degenerate 4-fold Voronoi vertices causing unpacking errors in _assemble_forces #38 [Mentioned in PR #42 and PR #58]
Some releases of this repository are cross-listed on Zenodo:

Citing the package

To cite PyAFV, please refer to the associated paper available on arXiv. Here is a ready-made BibTeX entry:

@article{wang2026divergence,
  title   = {{Divergence of detachment forces in the finite Voronoi model}},
  author  = {Wang, Wei and Camley, Brian A},
  journal = {arXiv preprint arXiv:2604.15481},
  year    = {2026},
  doi     = {10.48550/arXiv.2604.15481}
}

References

[1]	J. Huang, H. Levine, and D. Bi, Bridging the gap between collective motility and epithelial-mesenchymal transitions through the active finite Voronoi model, Soft Matter 19, 9389 (2023).
[2]	E. Teomy, D. A. Kessler, and H. Levine, Confluent and nonconfluent phases in a model of cell tissue, Phys. Rev. E 98, 042418 (2018).
[3]	W. Wang (汪巍) and B. A. Camley, Divergence of detachment forces in the finite Voronoi model arXiv:2604.15481 [cond-mat.soft] (2026).

Metadata

Release files for pyafv 0.4.16

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

Source distribution (sdist)

Source distribution for pyafv 0.4.16
File	Size	Uploaded
pyafv-0.4.16.tar.gz	72.8 kB	Jul 6, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for pyafv 0.4.16
File	Interpreter	ABI	Platform	Reset
pyafv-0.4.16-cp314-cp314t-win_arm64.whl 553.6 kB Jul 6, 2026	CPython 3.14	CPython 3.14 free-threading	Windows ARM64	Details
pyafv-0.4.16-cp314-cp314t-win_amd64.whl 1.2 MB Jul 6, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-64	Details
pyafv-0.4.16-cp314-cp314t-win32.whl 952.2 kB Jul 6, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-32	Details
pyafv-0.4.16-cp314-cp314t-musllinux_1_2_x86_64.whl 3.9 MB Jul 6, 2026	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-64	Details
pyafv-0.4.16-cp314-cp314t-musllinux_1_2_aarch64.whl 3.8 MB Jul 6, 2026	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ ARM64	Details
pyafv-0.4.16-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 4.0 MB Jul 6, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
pyafv-0.4.16-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 3.9 MB Jul 6, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
pyafv-0.4.16-cp314-cp314t-macosx_11_0_arm64.whl 727.5 kB Jul 6, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 11.0+ ARM64	Details
pyafv-0.4.16-cp314-cp314t-macosx_10_15_x86_64.whl 745.4 kB Jul 6, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 10.15+ x86-64	Details
pyafv-0.4.16-cp314-cp314-win_arm64.whl 464.1 kB Jul 6, 2026	CPython 3.14	CPython 3.14	Windows ARM64	Details
pyafv-0.4.16-cp314-cp314-win_amd64.whl 1.1 MB Jul 6, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
pyafv-0.4.16-cp314-cp314-win32.whl 864.2 kB Jul 6, 2026	CPython 3.14	CPython 3.14	Windows x86-32	Details
pyafv-0.4.16-cp314-cp314-musllinux_1_2_x86_64.whl 3.2 MB Jul 6, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
pyafv-0.4.16-cp314-cp314-musllinux_1_2_aarch64.whl 3.2 MB Jul 6, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details
pyafv-0.4.16-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 3.3 MB Jul 6, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
pyafv-0.4.16-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 3.2 MB Jul 6, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
pyafv-0.4.16-cp314-cp314-macosx_11_0_arm64.whl 611.5 kB Jul 6, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
pyafv-0.4.16-cp314-cp314-macosx_10_15_x86_64.whl 625.7 kB Jul 6, 2026	CPython 3.14	CPython 3.14	macOS 10.15+ x86-64	Details
pyafv-0.4.16-cp313-cp313-win_arm64.whl 372.9 kB Jul 6, 2026	CPython 3.13	CPython 3.13	Windows ARM64	Details
pyafv-0.4.16-cp313-cp313-win_amd64.whl 760.5 kB Jul 6, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
pyafv-0.4.16-cp313-cp313-win32.whl 663.0 kB Jul 6, 2026	CPython 3.13	CPython 3.13	Windows x86-32	Details
pyafv-0.4.16-cp313-cp313-musllinux_1_2_x86_64.whl 2.6 MB Jul 6, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
pyafv-0.4.16-cp313-cp313-musllinux_1_2_aarch64.whl 2.5 MB Jul 6, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details
pyafv-0.4.16-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 2.6 MB Jul 6, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
pyafv-0.4.16-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 2.6 MB Jul 6, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
pyafv-0.4.16-cp313-cp313-macosx_11_0_arm64.whl 500.0 kB Jul 6, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
pyafv-0.4.16-cp313-cp313-macosx_10_13_x86_64.whl 511.5 kB Jul 6, 2026	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details
pyafv-0.4.16-cp312-cp312-win_arm64.whl 293.6 kB Jul 6, 2026	CPython 3.12	CPython 3.12	Windows ARM64	Details
pyafv-0.4.16-cp312-cp312-win_amd64.whl 584.8 kB Jul 6, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
pyafv-0.4.16-cp312-cp312-win32.whl 487.2 kB Jul 6, 2026	CPython 3.12	CPython 3.12	Windows x86-32	Details
pyafv-0.4.16-cp312-cp312-musllinux_1_2_x86_64.whl 1.9 MB Jul 6, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
pyafv-0.4.16-cp312-cp312-musllinux_1_2_aarch64.whl 1.9 MB Jul 6, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARM64	Details
pyafv-0.4.16-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 1.9 MB Jul 6, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
pyafv-0.4.16-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.9 MB Jul 6, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
pyafv-0.4.16-cp312-cp312-macosx_11_0_arm64.whl 388.8 kB Jul 6, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
pyafv-0.4.16-cp312-cp312-macosx_10_13_x86_64.whl 397.2 kB Jul 6, 2026	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details
pyafv-0.4.16-cp311-cp311-win_arm64.whl 214.4 kB Jul 6, 2026	CPython 3.11	CPython 3.11	Windows ARM64	Details
pyafv-0.4.16-cp311-cp311-win_amd64.whl 408.8 kB Jul 6, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
pyafv-0.4.16-cp311-cp311-win32.whl 309.6 kB Jul 6, 2026	CPython 3.11	CPython 3.11	Windows x86-32	Details
pyafv-0.4.16-cp311-cp311-musllinux_1_2_x86_64.whl 1.3 MB Jul 6, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
pyafv-0.4.16-cp311-cp311-musllinux_1_2_aarch64.whl 1.2 MB Jul 6, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARM64	Details
pyafv-0.4.16-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 1.3 MB Jul 6, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
pyafv-0.4.16-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 1.3 MB Jul 6, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
pyafv-0.4.16-cp311-cp311-macosx_11_0_arm64.whl 277.1 kB Jul 6, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
pyafv-0.4.16-cp311-cp311-macosx_10_9_x86_64.whl 282.6 kB Jul 6, 2026	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details
pyafv-0.4.16-cp310-cp310-win_arm64.whl 132.4 kB Jul 6, 2026	CPython 3.10	CPython 3.10	Windows ARM64	Details
pyafv-0.4.16-cp310-cp310-win_amd64.whl 229.8 kB Jul 6, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
pyafv-0.4.16-cp310-cp310-win32.whl 130.7 kB Jul 6, 2026	CPython 3.10	CPython 3.10	Windows x86-32	Details
pyafv-0.4.16-cp310-cp310-musllinux_1_2_x86_64.whl 649.1 kB Jul 6, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details
pyafv-0.4.16-cp310-cp310-musllinux_1_2_aarch64.whl 629.0 kB Jul 6, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ ARM64	Details
pyafv-0.4.16-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 650.6 kB Jul 6, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
pyafv-0.4.16-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 640.4 kB Jul 6, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
pyafv-0.4.16-cp310-cp310-macosx_11_0_arm64.whl 164.0 kB Jul 6, 2026	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
pyafv-0.4.16-cp310-cp310-macosx_10_9_x86_64.whl 167.1 kB Jul 6, 2026	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details

Total release size: 69.3 MB

Release files / pyafv-0.4.16.tar.gz

Download URL	pyafv-0.4.16.tar.gz
Size	72.8 kB
Tags	Source
SHA-256 checksum How to use checksums	`aa1d26b2042aa80aec6134852af9cb240210615e2f52bd4ab0000486e6eb2c65`
BLAKE2b-256 checksum How to use checksums	`df8ef5ed4e9e7eda22b47d4fc745175aec39aa90f8f30787c3dc1a7f675e8194`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

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.

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16.tar.gz
SHA-256 checksum: aa1d26b2042aa80aec6134852af9cb240210615e2f52bd4ab0000486e6eb2c65 Verifying attestations

Release files / pyafv-0.4.16-cp314-cp314t-win_arm64.whl

Download URL	pyafv-0.4.16-cp314-cp314t-win_arm64.whl
Size	553.6 kB
Tags	CPython 3.14 CPython 3.14 free-threading Windows ARM64
SHA-256 checksum How to use checksums	`4c31e852380d2cf6a66eead308e8e43158aeb551d5317bf88fe91d706cb4ca6b`
BLAKE2b-256 checksum How to use checksums	`1ddb2a397a5aa98cccb6a2463443b6a08d0acd75dd61c977f98b6d3d18dcd6a6`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp314-cp314t-win_arm64.whl
SHA-256 checksum: 4c31e852380d2cf6a66eead308e8e43158aeb551d5317bf88fe91d706cb4ca6b Verifying attestations

Release files / pyafv-0.4.16-cp314-cp314t-win_amd64.whl

Download URL	pyafv-0.4.16-cp314-cp314t-win_amd64.whl
Size	1.2 MB
Tags	CPython 3.14 CPython 3.14 free-threading Windows x86-64
SHA-256 checksum How to use checksums	`f162119b4653233db80bfbdfe71e3f42ed5176bba2562254ee2cf11045b254bd`
BLAKE2b-256 checksum How to use checksums	`d340e1366e29e6c4fb30a915b680f5e3f231d689e6336ffc6fa53eba6920d913`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp314-cp314t-win_amd64.whl
SHA-256 checksum: f162119b4653233db80bfbdfe71e3f42ed5176bba2562254ee2cf11045b254bd Verifying attestations

Release files / pyafv-0.4.16-cp314-cp314t-win32.whl

Download URL	pyafv-0.4.16-cp314-cp314t-win32.whl
Size	952.2 kB
Tags	CPython 3.14 CPython 3.14 free-threading Windows x86-32
SHA-256 checksum How to use checksums	`2bd888acd001a7c446c6f4d9b8825157968f7d2bdbbc4a9707182fe1e6a25cfd`
BLAKE2b-256 checksum How to use checksums	`333be1e19289c0e19f5c8150f628cde717a208632ec454b19ca1f546bcae712a`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp314-cp314t-win32.whl
SHA-256 checksum: 2bd888acd001a7c446c6f4d9b8825157968f7d2bdbbc4a9707182fe1e6a25cfd Verifying attestations

Release files / pyafv-0.4.16-cp314-cp314t-musllinux_1_2_x86_64.whl

Download URL	pyafv-0.4.16-cp314-cp314t-musllinux_1_2_x86_64.whl
Size	3.9 MB
Tags	CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`067ccf9a31ab345a08002f0296108d8f65643ab93495741b6735d66aaa7786f5`
BLAKE2b-256 checksum How to use checksums	`74431ef00d5dc72c541b59ce177aaeb6826f07edf90f4abdd0d09b469f8c24df`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp314-cp314t-musllinux_1_2_x86_64.whl
SHA-256 checksum: 067ccf9a31ab345a08002f0296108d8f65643ab93495741b6735d66aaa7786f5 Verifying attestations

Release files / pyafv-0.4.16-cp314-cp314t-musllinux_1_2_aarch64.whl

Download URL	pyafv-0.4.16-cp314-cp314t-musllinux_1_2_aarch64.whl
Size	3.8 MB
Tags	CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`3e96c7d734f2ae5aee1a087b8d2a91925058267041784821cad19014f2acc0ae`
BLAKE2b-256 checksum How to use checksums	`ddca32dee616d3e94ae08c1d4a259a75f2f58ab0363b192530626f09b55a539e`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp314-cp314t-musllinux_1_2_aarch64.whl
SHA-256 checksum: 3e96c7d734f2ae5aee1a087b8d2a91925058267041784821cad19014f2acc0ae Verifying attestations

Release files / pyafv-0.4.16-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	pyafv-0.4.16-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size	4.0 MB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`7e28e1c76d2ece44329236c3f32a65dcf7b225f71c660c58f3eb7e683e8af5c8`
BLAKE2b-256 checksum How to use checksums	`7799de4d0fc308c20518e21e984e2436e2776ce29eeb8411b8b10880bcc1dd5c`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 7e28e1c76d2ece44329236c3f32a65dcf7b225f71c660c58f3eb7e683e8af5c8 Verifying attestations

Release files / pyafv-0.4.16-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	pyafv-0.4.16-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Size	3.9 MB
Tags	CPython 3.14 CPython 3.14 free-threading Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`fb891c2391e1d00dc3f9298cda2ffaa52fcb2163580b27cc7455cedd9bf4bd94`
BLAKE2b-256 checksum How to use checksums	`4f32efb7aa01cc34bab00fd73261f751614e75eef0a5942e7fad8e9e26e67a48`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: fb891c2391e1d00dc3f9298cda2ffaa52fcb2163580b27cc7455cedd9bf4bd94 Verifying attestations

Release files / pyafv-0.4.16-cp314-cp314t-macosx_11_0_arm64.whl

Download URL	pyafv-0.4.16-cp314-cp314t-macosx_11_0_arm64.whl
Size	727.5 kB
Tags	CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`93eb0464a03dbb7a4ba2022d5e21a7dfdecc3de34d2fe6ae74018febb4e7fe89`
BLAKE2b-256 checksum How to use checksums	`dc933aaa293c9a99d194a10ce06b226050a37ff2d0452fdb38e6180320742485`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp314-cp314t-macosx_11_0_arm64.whl
SHA-256 checksum: 93eb0464a03dbb7a4ba2022d5e21a7dfdecc3de34d2fe6ae74018febb4e7fe89 Verifying attestations

Release files / pyafv-0.4.16-cp314-cp314t-macosx_10_15_x86_64.whl

Download URL	pyafv-0.4.16-cp314-cp314t-macosx_10_15_x86_64.whl
Size	745.4 kB
Tags	CPython 3.14 CPython 3.14 free-threading macOS 10.15+ x86-64
SHA-256 checksum How to use checksums	`d361bc778c3e1d15c83e3d1c1e5d7610a8e03ff7e3c04fe69af34109d61717ff`
BLAKE2b-256 checksum How to use checksums	`5c8b1b0eea820e6842e74fcefe505a4170e6be4c3a88f00d4dd2719aaeb25422`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp314-cp314t-macosx_10_15_x86_64.whl
SHA-256 checksum: d361bc778c3e1d15c83e3d1c1e5d7610a8e03ff7e3c04fe69af34109d61717ff Verifying attestations

Release files / pyafv-0.4.16-cp314-cp314-win_arm64.whl

Download URL	pyafv-0.4.16-cp314-cp314-win_arm64.whl
Size	464.1 kB
Tags	CPython 3.14 Windows ARM64
SHA-256 checksum How to use checksums	`59845cae70916bc87c17e2b082d87fae8c9d9ca850aab4cf495fd1c14368f13a`
BLAKE2b-256 checksum How to use checksums	`8b2ae994bb454e6ee32fee5ade24d58f0e401c6b0f341b1843e43cf59b6ad2c2`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp314-cp314-win_arm64.whl
SHA-256 checksum: 59845cae70916bc87c17e2b082d87fae8c9d9ca850aab4cf495fd1c14368f13a Verifying attestations

Release files / pyafv-0.4.16-cp314-cp314-win_amd64.whl

Download URL	pyafv-0.4.16-cp314-cp314-win_amd64.whl
Size	1.1 MB
Tags	CPython 3.14 Windows x86-64
SHA-256 checksum How to use checksums	`4da898c6d426cee9fba35069c087f6ccedcc55b144be37e8d890d468ffe58ae7`
BLAKE2b-256 checksum How to use checksums	`10d5ac53e563f3fe6eead297fa291af1c962fe4e6e8ce51b752a28695f4a4cdc`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp314-cp314-win_amd64.whl
SHA-256 checksum: 4da898c6d426cee9fba35069c087f6ccedcc55b144be37e8d890d468ffe58ae7 Verifying attestations

Release files / pyafv-0.4.16-cp314-cp314-win32.whl

Download URL	pyafv-0.4.16-cp314-cp314-win32.whl
Size	864.2 kB
Tags	CPython 3.14 Windows x86-32
SHA-256 checksum How to use checksums	`eca81be8cd2f7985b38bceb66a22cdad032931a92ed08f2f8c6cc5e6bf36ace1`
BLAKE2b-256 checksum How to use checksums	`d8a835535b76549dd80a2b394f7ae9041f2ab5e626fa6b556e03f2f2b90e1d8e`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp314-cp314-win32.whl
SHA-256 checksum: eca81be8cd2f7985b38bceb66a22cdad032931a92ed08f2f8c6cc5e6bf36ace1 Verifying attestations

Release files / pyafv-0.4.16-cp314-cp314-musllinux_1_2_x86_64.whl

Download URL	pyafv-0.4.16-cp314-cp314-musllinux_1_2_x86_64.whl
Size	3.2 MB
Tags	CPython 3.14 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`c64fb4c7f6cc15cf17a299bb9ec018f76d2c3271b921c95c4a19018dd145a6b0`
BLAKE2b-256 checksum How to use checksums	`97d681c16fb414faff76deac83f4e2e6721a8131ddf1553d1d6bd2c9199a75e9`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp314-cp314-musllinux_1_2_x86_64.whl
SHA-256 checksum: c64fb4c7f6cc15cf17a299bb9ec018f76d2c3271b921c95c4a19018dd145a6b0 Verifying attestations

Release files / pyafv-0.4.16-cp314-cp314-musllinux_1_2_aarch64.whl

Download URL	pyafv-0.4.16-cp314-cp314-musllinux_1_2_aarch64.whl
Size	3.2 MB
Tags	CPython 3.14 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`860c38d4596880edc0756aaded55b50077a06e89d2f38a44fb92b24c3566ea75`
BLAKE2b-256 checksum How to use checksums	`6927c535d074c20bc5a36991ce984b510af26c5ae972bdc3e879a6aa7fb5452c`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp314-cp314-musllinux_1_2_aarch64.whl
SHA-256 checksum: 860c38d4596880edc0756aaded55b50077a06e89d2f38a44fb92b24c3566ea75 Verifying attestations

Release files / pyafv-0.4.16-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	pyafv-0.4.16-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size	3.3 MB
Tags	CPython 3.14 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`2680f2079ad1a973773f14499e48380a2d6f9fdb303fa6ad5b9153166a2c380d`
BLAKE2b-256 checksum How to use checksums	`deed50d6e5f387b35482db8e99f2d847067c840311d2d889a79b76a5e758db56`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 2680f2079ad1a973773f14499e48380a2d6f9fdb303fa6ad5b9153166a2c380d Verifying attestations

Release files / pyafv-0.4.16-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	pyafv-0.4.16-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Size	3.2 MB
Tags	CPython 3.14 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`6357d2eb2bda676c74dfe2331c5e5dce79a0311932de4aa4e880537998e8e729`
BLAKE2b-256 checksum How to use checksums	`953408c8f86026ceb35281d903e7bd54e0d21f7721977c3b30509799f44d9e40`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 6357d2eb2bda676c74dfe2331c5e5dce79a0311932de4aa4e880537998e8e729 Verifying attestations

Release files / pyafv-0.4.16-cp314-cp314-macosx_11_0_arm64.whl

Download URL	pyafv-0.4.16-cp314-cp314-macosx_11_0_arm64.whl
Size	611.5 kB
Tags	CPython 3.14 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`8db8d0571d44f8ca5fb46fbcbbd5c827702f3c052b76038d074db8552138e548`
BLAKE2b-256 checksum How to use checksums	`8be13190907cbe2b418e8ab6f9d779e775724e07bbcf03d1c679321fd05909cb`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp314-cp314-macosx_11_0_arm64.whl
SHA-256 checksum: 8db8d0571d44f8ca5fb46fbcbbd5c827702f3c052b76038d074db8552138e548 Verifying attestations

Release files / pyafv-0.4.16-cp314-cp314-macosx_10_15_x86_64.whl

Download URL	pyafv-0.4.16-cp314-cp314-macosx_10_15_x86_64.whl
Size	625.7 kB
Tags	CPython 3.14 macOS 10.15+ x86-64
SHA-256 checksum How to use checksums	`14e590f0e2ffdf9650bc201c858752f0ed0e5e1f894619a20eea017acbe99f82`
BLAKE2b-256 checksum How to use checksums	`e3cabb0d1086981da5e92ccbe1bb77ca1635fa19e6d54b6c1b99d35232a467fd`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp314-cp314-macosx_10_15_x86_64.whl
SHA-256 checksum: 14e590f0e2ffdf9650bc201c858752f0ed0e5e1f894619a20eea017acbe99f82 Verifying attestations

Release files / pyafv-0.4.16-cp313-cp313-win_arm64.whl

Download URL	pyafv-0.4.16-cp313-cp313-win_arm64.whl
Size	372.9 kB
Tags	CPython 3.13 Windows ARM64
SHA-256 checksum How to use checksums	`1127dcbbc6ec928399c7601494620a970a98642f6ee45146737428da88aae838`
BLAKE2b-256 checksum How to use checksums	`70c044035c7d5ca671132f9bb96aff0d0ea64f03935abed51bfc6ac5b6298245`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp313-cp313-win_arm64.whl
SHA-256 checksum: 1127dcbbc6ec928399c7601494620a970a98642f6ee45146737428da88aae838 Verifying attestations

Release files / pyafv-0.4.16-cp313-cp313-win_amd64.whl

Download URL	pyafv-0.4.16-cp313-cp313-win_amd64.whl
Size	760.5 kB
Tags	CPython 3.13 Windows x86-64
SHA-256 checksum How to use checksums	`39b426b016a335e48083b3e54a8d36860a9d76fad86e513665eef850349dc34a`
BLAKE2b-256 checksum How to use checksums	`f2f33b56fe6b8fca547cb740bf63dd08ed57bd9482c6c9a5dfb949b25171e3c7`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp313-cp313-win_amd64.whl
SHA-256 checksum: 39b426b016a335e48083b3e54a8d36860a9d76fad86e513665eef850349dc34a Verifying attestations

Release files / pyafv-0.4.16-cp313-cp313-win32.whl

Download URL	pyafv-0.4.16-cp313-cp313-win32.whl
Size	663.0 kB
Tags	CPython 3.13 Windows x86-32
SHA-256 checksum How to use checksums	`649b6c7b9e378f7797756c5bc9dd7ad8fffc093048f63f5de6864acfef5a34a2`
BLAKE2b-256 checksum How to use checksums	`28989c0755c44c4cd67649ef89890d3d0062fab71d85d45d463c95cdee064d07`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp313-cp313-win32.whl
SHA-256 checksum: 649b6c7b9e378f7797756c5bc9dd7ad8fffc093048f63f5de6864acfef5a34a2 Verifying attestations

Release files / pyafv-0.4.16-cp313-cp313-musllinux_1_2_x86_64.whl

Download URL	pyafv-0.4.16-cp313-cp313-musllinux_1_2_x86_64.whl
Size	2.6 MB
Tags	CPython 3.13 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`f840eca361d67f65b4095a9d5d12b85a02597ce49533330b45bdb5d9f5b60c29`
BLAKE2b-256 checksum How to use checksums	`bde6e659c831cb5c90419879e6a03452f2743c7655aaaa649f4d04e549918b9c`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp313-cp313-musllinux_1_2_x86_64.whl
SHA-256 checksum: f840eca361d67f65b4095a9d5d12b85a02597ce49533330b45bdb5d9f5b60c29 Verifying attestations

Release files / pyafv-0.4.16-cp313-cp313-musllinux_1_2_aarch64.whl

Download URL	pyafv-0.4.16-cp313-cp313-musllinux_1_2_aarch64.whl
Size	2.5 MB
Tags	CPython 3.13 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`aca4d6de309884f5c805994680e39c88048c4383ecc3976ce145a9baf57bd431`
BLAKE2b-256 checksum How to use checksums	`347c092a3b5e83b57d35fc23a0be4f5c7620305289f188a1d784f7c9bfed85ff`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp313-cp313-musllinux_1_2_aarch64.whl
SHA-256 checksum: aca4d6de309884f5c805994680e39c88048c4383ecc3976ce145a9baf57bd431 Verifying attestations

Release files / pyafv-0.4.16-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	pyafv-0.4.16-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size	2.6 MB
Tags	CPython 3.13 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`17cf1ef24f6e31893fe13f06208c73cd98c6ed92aa9686ea49de9c262cfda007`
BLAKE2b-256 checksum How to use checksums	`1c5a803a1d7c9008126a0b5c19c8861f96e95cd2ac52e8557c33ddef7986070b`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 17cf1ef24f6e31893fe13f06208c73cd98c6ed92aa9686ea49de9c262cfda007 Verifying attestations

Release files / pyafv-0.4.16-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	pyafv-0.4.16-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Size	2.6 MB
Tags	CPython 3.13 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`fbf1d4744679ae3e21ad0bbe79fd8662d9b7e480abd02724de113068492ba539`
BLAKE2b-256 checksum How to use checksums	`822560d9770f77dcbc088ab1cd29f11558b0955b0c5810cbeb105c08e1e4b1b4`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: fbf1d4744679ae3e21ad0bbe79fd8662d9b7e480abd02724de113068492ba539 Verifying attestations

Release files / pyafv-0.4.16-cp313-cp313-macosx_11_0_arm64.whl

Download URL	pyafv-0.4.16-cp313-cp313-macosx_11_0_arm64.whl
Size	500.0 kB
Tags	CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`fb4b856f7f40ad3d56c3a4a15a8d4d3fd2b4658b7413c01885416333b5594294`
BLAKE2b-256 checksum How to use checksums	`3347fbeb39ec05d6751016d7d7dff5a97b23b385567c39e04641953b2dac93ad`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp313-cp313-macosx_11_0_arm64.whl
SHA-256 checksum: fb4b856f7f40ad3d56c3a4a15a8d4d3fd2b4658b7413c01885416333b5594294 Verifying attestations

Release files / pyafv-0.4.16-cp313-cp313-macosx_10_13_x86_64.whl

Download URL	pyafv-0.4.16-cp313-cp313-macosx_10_13_x86_64.whl
Size	511.5 kB
Tags	CPython 3.13 macOS 10.13+ x86-64
SHA-256 checksum How to use checksums	`c90b2cbf6339a5bf2e94d50c97d88aa4acbdd2973cd1a26ec73748093fd4cf55`
BLAKE2b-256 checksum How to use checksums	`703a48fdb28fae8076448c32c6b7d45ab69ccd928927791c56abf17e5260706c`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp313-cp313-macosx_10_13_x86_64.whl
SHA-256 checksum: c90b2cbf6339a5bf2e94d50c97d88aa4acbdd2973cd1a26ec73748093fd4cf55 Verifying attestations

Release files / pyafv-0.4.16-cp312-cp312-win_arm64.whl

Download URL	pyafv-0.4.16-cp312-cp312-win_arm64.whl
Size	293.6 kB
Tags	CPython 3.12 Windows ARM64
SHA-256 checksum How to use checksums	`e297cfc3aaf4062724f720cabeb6888b9681f677a053f407e77e95d1811f650b`
BLAKE2b-256 checksum How to use checksums	`d6caf1165cdd4433c5b0053e40b09c5586c4366475b075d776959434b9a550fd`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp312-cp312-win_arm64.whl
SHA-256 checksum: e297cfc3aaf4062724f720cabeb6888b9681f677a053f407e77e95d1811f650b Verifying attestations

Release files / pyafv-0.4.16-cp312-cp312-win_amd64.whl

Download URL	pyafv-0.4.16-cp312-cp312-win_amd64.whl
Size	584.8 kB
Tags	CPython 3.12 Windows x86-64
SHA-256 checksum How to use checksums	`75826535ffce19829968e81b0eaec5ee4b487bb756e1d501e7bd6e3e10c05643`
BLAKE2b-256 checksum How to use checksums	`8452f3c1439e81484a0bf128e163be80cee34331ab4e9b70c8a988823ecb5408`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp312-cp312-win_amd64.whl
SHA-256 checksum: 75826535ffce19829968e81b0eaec5ee4b487bb756e1d501e7bd6e3e10c05643 Verifying attestations

Release files / pyafv-0.4.16-cp312-cp312-win32.whl

Download URL	pyafv-0.4.16-cp312-cp312-win32.whl
Size	487.2 kB
Tags	CPython 3.12 Windows x86-32
SHA-256 checksum How to use checksums	`dab877dd910f8786b06bcbfb8085c24cc0190800a691dbf2f1939c892b969cbe`
BLAKE2b-256 checksum How to use checksums	`3898daa87d7ee92526425a803f19e98c98cc7959433b9efad92199de8029c345`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp312-cp312-win32.whl
SHA-256 checksum: dab877dd910f8786b06bcbfb8085c24cc0190800a691dbf2f1939c892b969cbe Verifying attestations

Release files / pyafv-0.4.16-cp312-cp312-musllinux_1_2_x86_64.whl

Download URL	pyafv-0.4.16-cp312-cp312-musllinux_1_2_x86_64.whl
Size	1.9 MB
Tags	CPython 3.12 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`bcd4d2b0c8abceef7cc66bbf4ea653830fa4267981646e8e5897be48aea3b8e5`
BLAKE2b-256 checksum How to use checksums	`b0ffd364b76a556857f484de3968496f3025610b19c61d08498f4635d6403c36`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp312-cp312-musllinux_1_2_x86_64.whl
SHA-256 checksum: bcd4d2b0c8abceef7cc66bbf4ea653830fa4267981646e8e5897be48aea3b8e5 Verifying attestations

Release files / pyafv-0.4.16-cp312-cp312-musllinux_1_2_aarch64.whl

Download URL	pyafv-0.4.16-cp312-cp312-musllinux_1_2_aarch64.whl
Size	1.9 MB
Tags	CPython 3.12 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`1b31b9c4c48ff33cb55d9004bff79ba50e2160f591cd9d1271d596a3ed58e06a`
BLAKE2b-256 checksum How to use checksums	`e2692ea64283677a5199dbcf484d813a2f6721c95f63cd6073e761b63e18cd7f`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp312-cp312-musllinux_1_2_aarch64.whl
SHA-256 checksum: 1b31b9c4c48ff33cb55d9004bff79ba50e2160f591cd9d1271d596a3ed58e06a Verifying attestations

Release files / pyafv-0.4.16-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	pyafv-0.4.16-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size	1.9 MB
Tags	CPython 3.12 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`33d645e55e1e8f3c5bb1a1e464dbf148a2d516bb914e6ff11e21fa9bae5f6df5`
BLAKE2b-256 checksum How to use checksums	`9ca0972100a1edd87918e49699e847561297940542233c9408cdcfa0ab8ed042`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 33d645e55e1e8f3c5bb1a1e464dbf148a2d516bb914e6ff11e21fa9bae5f6df5 Verifying attestations

Release files / pyafv-0.4.16-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	pyafv-0.4.16-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Size	1.9 MB
Tags	CPython 3.12 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`9ea4bb893af2b8fc4c84b26f7f80133d9f366f4b6aa34ba03cb26f77467c91d2`
BLAKE2b-256 checksum How to use checksums	`e1504595c1845692e2d04aa30771db901c81ea12d37ef444dc4bc52df1ba4ded`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 9ea4bb893af2b8fc4c84b26f7f80133d9f366f4b6aa34ba03cb26f77467c91d2 Verifying attestations

Release files / pyafv-0.4.16-cp312-cp312-macosx_11_0_arm64.whl

Download URL	pyafv-0.4.16-cp312-cp312-macosx_11_0_arm64.whl
Size	388.8 kB
Tags	CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`865ed0397e9f2742841170864bf1257d719b4619f450956a9a182d5c7cdfdc38`
BLAKE2b-256 checksum How to use checksums	`964420daef984b5aee84b0b4323f21d320b4e4b94e7e3841a6f49740a1136ee1`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp312-cp312-macosx_11_0_arm64.whl
SHA-256 checksum: 865ed0397e9f2742841170864bf1257d719b4619f450956a9a182d5c7cdfdc38 Verifying attestations

Release files / pyafv-0.4.16-cp312-cp312-macosx_10_13_x86_64.whl

Download URL	pyafv-0.4.16-cp312-cp312-macosx_10_13_x86_64.whl
Size	397.2 kB
Tags	CPython 3.12 macOS 10.13+ x86-64
SHA-256 checksum How to use checksums	`a7731cfcee839104dec94887797f86b823669805db75234c2f58acdbd0398ce3`
BLAKE2b-256 checksum How to use checksums	`46b6a89819aea4b60a6c65305e78d5cafd70143c60925d2e173a937a683c7b42`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp312-cp312-macosx_10_13_x86_64.whl
SHA-256 checksum: a7731cfcee839104dec94887797f86b823669805db75234c2f58acdbd0398ce3 Verifying attestations

Release files / pyafv-0.4.16-cp311-cp311-win_arm64.whl

Download URL	pyafv-0.4.16-cp311-cp311-win_arm64.whl
Size	214.4 kB
Tags	CPython 3.11 Windows ARM64
SHA-256 checksum How to use checksums	`35abf739c0beeb6df7a5074dbd75bf46624d8a0e9192dc2bcbf10555466321ef`
BLAKE2b-256 checksum How to use checksums	`f36cd22f396a0b805b178637d789e3ccaabd0f1a904e31d4be4c6c9f20234d6c`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp311-cp311-win_arm64.whl
SHA-256 checksum: 35abf739c0beeb6df7a5074dbd75bf46624d8a0e9192dc2bcbf10555466321ef Verifying attestations

Release files / pyafv-0.4.16-cp311-cp311-win_amd64.whl

Download URL	pyafv-0.4.16-cp311-cp311-win_amd64.whl
Size	408.8 kB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`fcd68c9c2be3c8111d72d91226efc8ebc6195bc9ec178816d11bcde97c8a30c3`
BLAKE2b-256 checksum How to use checksums	`7445bd398c69a1f4e87c648613eb9c3ce14ea4f0fb91a378cab54a0fff48dbf8`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp311-cp311-win_amd64.whl
SHA-256 checksum: fcd68c9c2be3c8111d72d91226efc8ebc6195bc9ec178816d11bcde97c8a30c3 Verifying attestations

Release files / pyafv-0.4.16-cp311-cp311-win32.whl

Download URL	pyafv-0.4.16-cp311-cp311-win32.whl
Size	309.6 kB
Tags	CPython 3.11 Windows x86-32
SHA-256 checksum How to use checksums	`25454bc3f29ed1a234e5cee042d4cd536e3346fcfa3c15ea2882a2daef50676a`
BLAKE2b-256 checksum How to use checksums	`6e0b5e94428fb05df98a1390115b96f1a9d60529439a1f4796cba52e5231a7a2`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp311-cp311-win32.whl
SHA-256 checksum: 25454bc3f29ed1a234e5cee042d4cd536e3346fcfa3c15ea2882a2daef50676a Verifying attestations

Release files / pyafv-0.4.16-cp311-cp311-musllinux_1_2_x86_64.whl

Download URL	pyafv-0.4.16-cp311-cp311-musllinux_1_2_x86_64.whl
Size	1.3 MB
Tags	CPython 3.11 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`a7c49f68d717c99c967b6fd1913973a0cbe83adbd93b2d0848c991c2c1661d9c`
BLAKE2b-256 checksum How to use checksums	`21750a73151792a7e4862d6250ddf2cb160cbf1346192f65b4a2e1368d4c7356`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp311-cp311-musllinux_1_2_x86_64.whl
SHA-256 checksum: a7c49f68d717c99c967b6fd1913973a0cbe83adbd93b2d0848c991c2c1661d9c Verifying attestations

Release files / pyafv-0.4.16-cp311-cp311-musllinux_1_2_aarch64.whl

Download URL	pyafv-0.4.16-cp311-cp311-musllinux_1_2_aarch64.whl
Size	1.2 MB
Tags	CPython 3.11 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`0924d7a8516ca9ad96a4ddbd352e7ed1a24f4e8bcebd58bd0810a135577d9570`
BLAKE2b-256 checksum How to use checksums	`8dd9fcd5d3f4c9f3acb643b811f63a11e446692c7fce279310f3068183e49dcd`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp311-cp311-musllinux_1_2_aarch64.whl
SHA-256 checksum: 0924d7a8516ca9ad96a4ddbd352e7ed1a24f4e8bcebd58bd0810a135577d9570 Verifying attestations

Release files / pyafv-0.4.16-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	pyafv-0.4.16-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size	1.3 MB
Tags	CPython 3.11 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`1a7eb703f7b22da26ee6207ae3d5dee0089a798b71185276059aade4a0cb93dc`
BLAKE2b-256 checksum How to use checksums	`8c6d9990166a5d984458673008711b3c17df9d04b5879a6aa7bd87f350c058bd`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 1a7eb703f7b22da26ee6207ae3d5dee0089a798b71185276059aade4a0cb93dc Verifying attestations

Release files / pyafv-0.4.16-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	pyafv-0.4.16-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Size	1.3 MB
Tags	CPython 3.11 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`97f1afd91b3b32a5cc5dec97b155173c4c6dda7286233dbd5660bf58dff0e984`
BLAKE2b-256 checksum How to use checksums	`4f7ca6c3d22d626e2ab791b79e59db1e05c61b370327d16679f2148960739a4d`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 97f1afd91b3b32a5cc5dec97b155173c4c6dda7286233dbd5660bf58dff0e984 Verifying attestations

Release files / pyafv-0.4.16-cp311-cp311-macosx_11_0_arm64.whl

Download URL	pyafv-0.4.16-cp311-cp311-macosx_11_0_arm64.whl
Size	277.1 kB
Tags	CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`df9e7027cba6e8ba5149a16088b7ea2a06a5002ded63011c89bcd0c74a5ad79c`
BLAKE2b-256 checksum How to use checksums	`4c976d8294dd12fca59dbe490a4b5241f8251138cea186be4b77557c01a5a4bb`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp311-cp311-macosx_11_0_arm64.whl
SHA-256 checksum: df9e7027cba6e8ba5149a16088b7ea2a06a5002ded63011c89bcd0c74a5ad79c Verifying attestations

Release files / pyafv-0.4.16-cp311-cp311-macosx_10_9_x86_64.whl

Download URL	pyafv-0.4.16-cp311-cp311-macosx_10_9_x86_64.whl
Size	282.6 kB
Tags	CPython 3.11 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`48335a46b10162a7cab08a32656ee1cd145ecff2b416039a54960fff8d53f303`
BLAKE2b-256 checksum How to use checksums	`36f5b3b6ec3a493164e33f651fa76940351d074f26c671065f24dc307ac31e67`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp311-cp311-macosx_10_9_x86_64.whl
SHA-256 checksum: 48335a46b10162a7cab08a32656ee1cd145ecff2b416039a54960fff8d53f303 Verifying attestations

Release files / pyafv-0.4.16-cp310-cp310-win_arm64.whl

Download URL	pyafv-0.4.16-cp310-cp310-win_arm64.whl
Size	132.4 kB
Tags	CPython 3.10 Windows ARM64
SHA-256 checksum How to use checksums	`f3c17a5e3008e28d8c2bfc41337d9af455cd1a2befd0970ebbdcd5cf755bc32e`
BLAKE2b-256 checksum How to use checksums	`7a56e598f1febe46d8a3758a36c44d646614eb49439b221354b927f5dbd362b7`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp310-cp310-win_arm64.whl
SHA-256 checksum: f3c17a5e3008e28d8c2bfc41337d9af455cd1a2befd0970ebbdcd5cf755bc32e Verifying attestations

Release files / pyafv-0.4.16-cp310-cp310-win_amd64.whl

Download URL	pyafv-0.4.16-cp310-cp310-win_amd64.whl
Size	229.8 kB
Tags	CPython 3.10 Windows x86-64
SHA-256 checksum How to use checksums	`d6b028966306410b331f9317d5fc4d4cfa7948dc6a0430a4f32c59ac20948607`
BLAKE2b-256 checksum How to use checksums	`a84d0baba5d251c63e5d2f736cc67cb28afaae26667ef9b104f4e70907d3928d`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp310-cp310-win_amd64.whl
SHA-256 checksum: d6b028966306410b331f9317d5fc4d4cfa7948dc6a0430a4f32c59ac20948607 Verifying attestations

Release files / pyafv-0.4.16-cp310-cp310-win32.whl

Download URL	pyafv-0.4.16-cp310-cp310-win32.whl
Size	130.7 kB
Tags	CPython 3.10 Windows x86-32
SHA-256 checksum How to use checksums	`373c66068f1c15b76bc463af525d1bb5b1f31c5eccacf14ee10273d33ac8d6e2`
BLAKE2b-256 checksum How to use checksums	`e90fe6629452fa21f309a6da94a29136221139c845369f7cfb6c122ad8d84204`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp310-cp310-win32.whl
SHA-256 checksum: 373c66068f1c15b76bc463af525d1bb5b1f31c5eccacf14ee10273d33ac8d6e2 Verifying attestations

Release files / pyafv-0.4.16-cp310-cp310-musllinux_1_2_x86_64.whl

Download URL	pyafv-0.4.16-cp310-cp310-musllinux_1_2_x86_64.whl
Size	649.1 kB
Tags	CPython 3.10 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`85bf668d66700e2deb72613d5224d11763f8c871d001864cada031f2f73822a6`
BLAKE2b-256 checksum How to use checksums	`5487df4d90ea89c5cc806f93146665b927dae1c891be5703f7ab7aa7e561018e`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp310-cp310-musllinux_1_2_x86_64.whl
SHA-256 checksum: 85bf668d66700e2deb72613d5224d11763f8c871d001864cada031f2f73822a6 Verifying attestations

Release files / pyafv-0.4.16-cp310-cp310-musllinux_1_2_aarch64.whl

Download URL	pyafv-0.4.16-cp310-cp310-musllinux_1_2_aarch64.whl
Size	629.0 kB
Tags	CPython 3.10 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`2e07aac1c949dd836c7f5cad890f5ac76f94fffa9b8244b0d1bbb3c6c85c66c6`
BLAKE2b-256 checksum How to use checksums	`57b22a846ecdf59b9747df1b8d7facbf587e2e24e4183c89f120f286228b2d09`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp310-cp310-musllinux_1_2_aarch64.whl
SHA-256 checksum: 2e07aac1c949dd836c7f5cad890f5ac76f94fffa9b8244b0d1bbb3c6c85c66c6 Verifying attestations

Release files / pyafv-0.4.16-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	pyafv-0.4.16-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size	650.6 kB
Tags	CPython 3.10 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`46283239f25f138aa1c86cdb7b3ea9f75825de088f8b26a72b4f0d11707f1794`
BLAKE2b-256 checksum How to use checksums	`ec0d7f6a5e30621aeffb36fb03abc10604ebd671f7768435ef191204cde11f9d`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 46283239f25f138aa1c86cdb7b3ea9f75825de088f8b26a72b4f0d11707f1794 Verifying attestations

Release files / pyafv-0.4.16-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	pyafv-0.4.16-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Size	640.4 kB
Tags	CPython 3.10 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`3d434100e5d2b935535017c36cfd91bfafdffd38d8f1dd0412695a23eff25881`
BLAKE2b-256 checksum How to use checksums	`e4e74f01f00dde5cab06fa522e74fed85d5bc466b597c1bfd9e87833003c7c81`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 3d434100e5d2b935535017c36cfd91bfafdffd38d8f1dd0412695a23eff25881 Verifying attestations

Release files / pyafv-0.4.16-cp310-cp310-macosx_11_0_arm64.whl

Download URL	pyafv-0.4.16-cp310-cp310-macosx_11_0_arm64.whl
Size	164.0 kB
Tags	CPython 3.10 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`784e888f3ee594e02cd1e478ea0af13f1650195bfa032104a08bda228b41ecad`
BLAKE2b-256 checksum How to use checksums	`440efa190d231ab886fba6fa2cf4661798e4394c834145ce6037ef1ff5b8ad94`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp310-cp310-macosx_11_0_arm64.whl
SHA-256 checksum: 784e888f3ee594e02cd1e478ea0af13f1650195bfa032104a08bda228b41ecad Verifying attestations

Release files / pyafv-0.4.16-cp310-cp310-macosx_10_9_x86_64.whl

Download URL	pyafv-0.4.16-cp310-cp310-macosx_10_9_x86_64.whl
Size	167.1 kB
Tags	CPython 3.10 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`810534a92bc835cefe8c917824743d2e600781c51e786378aab8240d712d7c52`
BLAKE2b-256 checksum How to use checksums	`97fe6b9cdd77fa928cfd8fab6582aa2ecf3b67f6b426d6a1104a497a3e4019cb`
Upload date	Jul 6, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.12`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/wwang721/pyafv
Publishing commit: github.com/wwang721/pyafv/tree/1df77447e81d4bb59ff0febd4cec4e3855a864df

Workflow

Publishing configuration: github.com/wwang721/pyafv/blob/1df77447e81d4bb59ff0febd4cec4e3855a864df/.github/workflows/publish-to-pypi.yml
Publishing logs: github.com/wwang721/pyafv/actions/runs/28825790981/attempts/1

Artifact

Subject: pyafv-0.4.16-cp310-cp310-macosx_10_9_x86_64.whl
SHA-256 checksum: 810534a92bc835cefe8c917824743d2e600781c51e786378aab8240d712d7c52 Verifying attestations