Penalty Blog

penaltyblog: Football Data & Modelling Made Easy

penaltyblog is a production-ready Python package designed for football (soccer) analytics, providing powerful tools from pena.lt/y/blog for data analysis, outcome modelling, and betting insights. Optimized with Cython, penaltyblog delivers high-performance modelling to power faster, efficient predictions.

Features

🔄 Streamline JSON Workflows with MatchFlow: Process nested football data using a lazy, streaming pipeline built for JSON. Filter, select, flatten, join, group, and summarize large datasets without loading everything into memory.
🔌 Connect to Professional APIs: Seamlessly stream and filter data directly from industry leaders, like StatsBomb and Opta. Query matches, events, and stats using lazy loading without handling massive JSON dumps.
📊 Model Matches Efficiently: High-performance implementations of Poisson, Bivariate Poisson, Dixon-Coles, and other advanced statistical models, optimized with Cython for rapid analysis.
🧠 Advanced Bayesian Modelling: Full posterior distributions for match outcomes using MCMC sampling. Includes Hierarchical Bayesian models to automatically learn league-wide variances and handle parameter uncertainty.
⚽ Scrape Data: Collect match statistics from sources like Football Charts, Understat, Club Elo, and Fantasy Premier League.
💰 Bet Smarter: Precisely estimate probabilities for Asian handicaps, over/under totals, match outcomes, and more.
🏆 Rank Teams: Evaluate team strengths with sophisticated methods including Elo, Massey, Colley, and Pi ratings.
📈 Decode Bookmaker Odds: Accurately extract implied probabilities by removing bookmaker margins (overrounds).
🎯 Fantasy Football Optimisation: Mathematically optimize your fantasy football squad to maximize performance.
🎨 Visualize with Style: Create publication-ready pitch visualizations and data flow diagrams with customizable themes, supporting multiple data providers and flexible layouts.

Take your football analytics and betting strategy to the next level with penaltyblog 🚀

Installation

pip install penaltyblog

Agent Support

If you are using a coding agent such as Claude Code, Cursor, or Copilot, the repository includes a skill file at .claude/skills/penaltyblog/SKILL.md that gives your agent full context about the penaltyblog API. The file is self-contained and covers all public modules — no additional files are needed.

🚀 Quick Start - Try it Now!

Run these examples directly in your browser (no installation required):

Example	Description	Colab
Predict Soccer Match Results	Build a match prediction model from scratch
Process Soccer Data the Easy Way	Lazy processing of football data using Matchflow
Calculate Massey Ratings	Calculate teams' attack and defense strengths
Use Pi Ratings	Like Elo ratings, but better
Create Interactive Charts	Create your own interactive football vizualisations
Work Directly With Statsbomb Data	Connect directly to Statsbomb's API, including their free open data sets
Calculate Implied Probabilities	Calculate implied probabilities from bookmaker's odds
Calculate Expected Threat (xT)	Calculate xT from event data

Documentation

Learn more about how to utilize penaltyblog by exploring the official documentation and detailed examples:

Why Penaltyblog?

Unlike many football analytics resources that are academic, one-off, or hard to scale, penaltyblog is designed from the ground up to be production-ready, performance-optimized, and practically useful.

It combines advanced statistical models (including Bayesian and Hierarchical Bayesian variants), efficient implementations (via Cython), and real-world workflows, from scraping public data to modelling outcomes and optimising fantasy teams.

The project is maintained by Martin Eastwood, a data scientist focused on the intersection of high-performance computing and sports analytics. penaltyblog aims to provide the community with a robust, audited foundation for advanced modeling.

Community & Contributions

I am always interested in seeing how penaltyblog is being applied in research and industry. If you have feedback, bug reports, or want to collaborate on new features, feel free to:

Open an Issue here
Get in touch here

Metadata

Release files for penaltyblog 1.13.1

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

Source distribution (sdist)

Source distribution for penaltyblog 1.13.1
File	Size	Uploaded
penaltyblog-1.13.1.tar.gz	1.6 MB	Oct 5, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for penaltyblog 1.13.1
File	Interpreter	ABI	Platform	Reset
penaltyblog-1.13.1-cp315-cp315t-win_amd64.whl 2.3 MB Oct 5, 2026	CPython 3.15	CPython 3.15 free-threading	Windows x86-64	Details
penaltyblog-1.13.1-cp315-cp315t-win32.whl 2.2 MB Oct 5, 2026	CPython 3.15	CPython 3.15 free-threading	Windows x86-32	Details
penaltyblog-1.13.1-cp315-cp315t-musllinux_1_2_x86_64.whl 5.8 MB Oct 5, 2026	CPython 3.15	CPython 3.15 free-threading	Linux musl 1.2+ x86-64	Details
penaltyblog-1.13.1-cp315-cp315t-musllinux_1_2_aarch64.whl 5.7 MB Oct 5, 2026	CPython 3.15	CPython 3.15 free-threading	Linux musl 1.2+ ARM64	Details
penaltyblog-1.13.1-cp315-cp315t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 5.8 MB Oct 5, 2026	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
penaltyblog-1.13.1-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 5.8 MB Oct 5, 2026	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
penaltyblog-1.13.1-cp315-cp315t-macosx_11_0_arm64.whl 2.3 MB Oct 5, 2026	CPython 3.15	CPython 3.15 free-threading	macOS 11.0+ ARM64	Details
penaltyblog-1.13.1-cp315-cp315t-macosx_10_15_x86_64.whl 2.3 MB Oct 5, 2026	CPython 3.15	CPython 3.15 free-threading	macOS 10.15+ x86-64	Details
penaltyblog-1.13.1-cp315-cp315-win_amd64.whl 2.3 MB Oct 5, 2026	CPython 3.15	CPython 3.15	Windows x86-64	Details
penaltyblog-1.13.1-cp315-cp315-win32.whl 2.2 MB Oct 5, 2026	CPython 3.15	CPython 3.15	Windows x86-32	Details
penaltyblog-1.13.1-cp315-cp315-musllinux_1_2_x86_64.whl 5.8 MB Oct 5, 2026	CPython 3.15	CPython 3.15	Linux musl 1.2+ x86-64	Details
penaltyblog-1.13.1-cp315-cp315-musllinux_1_2_aarch64.whl 5.7 MB Oct 5, 2026	CPython 3.15	CPython 3.15	Linux musl 1.2+ ARM64	Details
penaltyblog-1.13.1-cp315-cp315-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 5.9 MB Oct 5, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
penaltyblog-1.13.1-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 5.8 MB Oct 5, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
penaltyblog-1.13.1-cp315-cp315-macosx_11_0_arm64.whl 2.3 MB Oct 5, 2026	CPython 3.15	CPython 3.15	macOS 11.0+ ARM64	Details
penaltyblog-1.13.1-cp315-cp315-macosx_10_15_x86_64.whl 2.3 MB Oct 5, 2026	CPython 3.15	CPython 3.15	macOS 10.15+ x86-64	Details
penaltyblog-1.13.1-cp314-cp314t-win_amd64.whl 2.3 MB Oct 5, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-64	Details
penaltyblog-1.13.1-cp314-cp314t-win32.whl 2.2 MB Oct 5, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-32	Details
penaltyblog-1.13.1-cp314-cp314t-musllinux_1_2_x86_64.whl 5.8 MB Oct 5, 2026	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-64	Details
penaltyblog-1.13.1-cp314-cp314t-musllinux_1_2_aarch64.whl 5.7 MB Oct 5, 2026	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ ARM64	Details
penaltyblog-1.13.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 5.8 MB Oct 5, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
penaltyblog-1.13.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 5.9 MB Oct 5, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
penaltyblog-1.13.1-cp314-cp314t-macosx_11_0_arm64.whl 2.3 MB Oct 5, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 11.0+ ARM64	Details
penaltyblog-1.13.1-cp314-cp314t-macosx_10_15_x86_64.whl 2.4 MB Oct 5, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 10.15+ x86-64	Details
penaltyblog-1.13.1-cp314-cp314-win_amd64.whl 2.3 MB Oct 5, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
penaltyblog-1.13.1-cp314-cp314-win32.whl 2.2 MB Oct 5, 2026	CPython 3.14	CPython 3.14	Windows x86-32	Details
penaltyblog-1.13.1-cp314-cp314-musllinux_1_2_x86_64.whl 5.8 MB Oct 5, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
penaltyblog-1.13.1-cp314-cp314-musllinux_1_2_aarch64.whl 5.7 MB Oct 5, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details
penaltyblog-1.13.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 5.9 MB Oct 5, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
penaltyblog-1.13.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 5.8 MB Oct 5, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
penaltyblog-1.13.1-cp314-cp314-macosx_11_0_arm64.whl 2.3 MB Oct 5, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
penaltyblog-1.13.1-cp314-cp314-macosx_10_15_x86_64.whl 2.3 MB Oct 5, 2026	CPython 3.14	CPython 3.14	macOS 10.15+ x86-64	Details
penaltyblog-1.13.1-cp313-cp313-win_amd64.whl 2.2 MB Oct 5, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
penaltyblog-1.13.1-cp313-cp313-win32.whl 2.1 MB Oct 5, 2026	CPython 3.13	CPython 3.13	Windows x86-32	Details
penaltyblog-1.13.1-cp313-cp313-musllinux_1_2_x86_64.whl 5.9 MB Oct 5, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
penaltyblog-1.13.1-cp313-cp313-musllinux_1_2_aarch64.whl 5.7 MB Oct 5, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details
penaltyblog-1.13.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 5.9 MB Oct 5, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
penaltyblog-1.13.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 5.8 MB Oct 5, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
penaltyblog-1.13.1-cp313-cp313-macosx_11_0_arm64.whl 2.3 MB Oct 5, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
penaltyblog-1.13.1-cp313-cp313-macosx_10_13_x86_64.whl 2.3 MB Oct 5, 2026	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details
penaltyblog-1.13.1-cp312-cp312-win_amd64.whl 2.3 MB Oct 5, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
penaltyblog-1.13.1-cp312-cp312-win32.whl 2.2 MB Oct 5, 2026	CPython 3.12	CPython 3.12	Windows x86-32	Details
penaltyblog-1.13.1-cp312-cp312-musllinux_1_2_x86_64.whl 5.9 MB Oct 5, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
penaltyblog-1.13.1-cp312-cp312-musllinux_1_2_aarch64.whl 5.8 MB Oct 5, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARM64	Details
penaltyblog-1.13.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 5.9 MB Oct 5, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
penaltyblog-1.13.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 5.8 MB Oct 5, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
penaltyblog-1.13.1-cp312-cp312-macosx_11_0_arm64.whl 2.3 MB Oct 5, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
penaltyblog-1.13.1-cp312-cp312-macosx_10_13_x86_64.whl 2.3 MB Oct 5, 2026	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details
penaltyblog-1.13.1-cp311-cp311-win_amd64.whl 2.2 MB Oct 5, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
penaltyblog-1.13.1-cp311-cp311-win32.whl 2.1 MB Oct 5, 2026	CPython 3.11	CPython 3.11	Windows x86-32	Details
penaltyblog-1.13.1-cp311-cp311-musllinux_1_2_x86_64.whl 5.9 MB Oct 5, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
penaltyblog-1.13.1-cp311-cp311-musllinux_1_2_aarch64.whl 5.8 MB Oct 5, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARM64	Details
penaltyblog-1.13.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 5.9 MB Oct 5, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
penaltyblog-1.13.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 5.9 MB Oct 5, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
penaltyblog-1.13.1-cp311-cp311-macosx_11_0_arm64.whl 2.3 MB Oct 5, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
penaltyblog-1.13.1-cp311-cp311-macosx_10_9_x86_64.whl 2.3 MB Oct 5, 2026	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details
penaltyblog-1.13.1-cp310-cp310-win_amd64.whl 2.2 MB Oct 5, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
penaltyblog-1.13.1-cp310-cp310-win32.whl 2.1 MB Oct 5, 2026	CPython 3.10	CPython 3.10	Windows x86-32	Details
penaltyblog-1.13.1-cp310-cp310-musllinux_1_2_x86_64.whl 5.8 MB Oct 5, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details
penaltyblog-1.13.1-cp310-cp310-musllinux_1_2_aarch64.whl 5.6 MB Oct 5, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ ARM64	Details
penaltyblog-1.13.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 5.7 MB Oct 5, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
penaltyblog-1.13.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 5.7 MB Oct 5, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
penaltyblog-1.13.1-cp310-cp310-macosx_11_0_arm64.whl 2.3 MB Oct 5, 2026	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
penaltyblog-1.13.1-cp310-cp310-macosx_10_9_x86_64.whl 2.3 MB Oct 5, 2026	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details

Total release size: 260.1 MB

Release files / penaltyblog-1.13.1.tar.gz

Download URL	penaltyblog-1.13.1.tar.gz
Size	1.6 MB
Tags	Source
SHA-256 checksum How to use checksums	`4365b7f5d91034ac7c65d47f18903128a2f9682b24205e1ee580fd6b3525a408`
BLAKE2b-256 checksum How to use checksums	`abbf93a8748e0acbb193e1e264ada60ae0817ed170b71a94207241c5599c936b`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1.tar.gz
SHA-256 checksum: 4365b7f5d91034ac7c65d47f18903128a2f9682b24205e1ee580fd6b3525a408 Verifying attestations

Release files / penaltyblog-1.13.1-cp315-cp315t-win_amd64.whl

Download URL	penaltyblog-1.13.1-cp315-cp315t-win_amd64.whl
Size	2.3 MB
Tags	CPython 3.15 CPython 3.15 free-threading Windows x86-64
SHA-256 checksum How to use checksums	`3f4db6c62f3441916c27332bbd4d46f618d14690a4bcb23857e7d81174588653`
BLAKE2b-256 checksum How to use checksums	`42c4e1196a384ea3ecc7e526b5a60eaa605af60ea7f83356f539009fc7f61b5b`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp315-cp315t-win_amd64.whl
SHA-256 checksum: 3f4db6c62f3441916c27332bbd4d46f618d14690a4bcb23857e7d81174588653 Verifying attestations

Release files / penaltyblog-1.13.1-cp315-cp315t-win32.whl

Download URL	penaltyblog-1.13.1-cp315-cp315t-win32.whl
Size	2.2 MB
Tags	CPython 3.15 CPython 3.15 free-threading Windows x86-32
SHA-256 checksum How to use checksums	`1017406f24e02d12a5eee05fa8814a717ba4a18c7d5e9f76fdda08889633ebba`
BLAKE2b-256 checksum How to use checksums	`200097c76d2a25fdbc067bcf4cebfdc87b3163f0230392d18b795a879fb5a988`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp315-cp315t-win32.whl
SHA-256 checksum: 1017406f24e02d12a5eee05fa8814a717ba4a18c7d5e9f76fdda08889633ebba Verifying attestations

Release files / penaltyblog-1.13.1-cp315-cp315t-musllinux_1_2_x86_64.whl

Download URL	penaltyblog-1.13.1-cp315-cp315t-musllinux_1_2_x86_64.whl
Size	5.8 MB
Tags	CPython 3.15 CPython 3.15 free-threading Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`12b2df7bdcf3a731e5ba19b05a9d4b7be14c3434ca47a8c355e40591f49b59b8`
BLAKE2b-256 checksum How to use checksums	`6b378deb4af9106b0a4518804a20986941ab0e745a63d4df04e3a3adf01f993a`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp315-cp315t-musllinux_1_2_x86_64.whl
SHA-256 checksum: 12b2df7bdcf3a731e5ba19b05a9d4b7be14c3434ca47a8c355e40591f49b59b8 Verifying attestations

Release files / penaltyblog-1.13.1-cp315-cp315t-musllinux_1_2_aarch64.whl

Download URL	penaltyblog-1.13.1-cp315-cp315t-musllinux_1_2_aarch64.whl
Size	5.7 MB
Tags	CPython 3.15 CPython 3.15 free-threading Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`81c127624a8fb340475442f707c4ad4646aac964f2fd96ad1fe9eb0d997de9dd`
BLAKE2b-256 checksum How to use checksums	`c28698d2cece998b9f2d9c58ff0ba32294e8b2a7545402df01bf487895a37c41`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp315-cp315t-musllinux_1_2_aarch64.whl
SHA-256 checksum: 81c127624a8fb340475442f707c4ad4646aac964f2fd96ad1fe9eb0d997de9dd Verifying attestations

Release files / penaltyblog-1.13.1-cp315-cp315t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	penaltyblog-1.13.1-cp315-cp315t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size	5.8 MB
Tags	CPython 3.15 CPython 3.15 free-threading Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`1e0ab8a297e33621239d3941fe1e9f8d59b07033980f3d3e11fbec5f977496fb`
BLAKE2b-256 checksum How to use checksums	`886be7c056e69ae0405c5f1e6bfe114f51d645f0e32990d4804bd3b9e24d2cb3`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp315-cp315t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 1e0ab8a297e33621239d3941fe1e9f8d59b07033980f3d3e11fbec5f977496fb Verifying attestations

Release files / penaltyblog-1.13.1-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	penaltyblog-1.13.1-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Size	5.8 MB
Tags	CPython 3.15 CPython 3.15 free-threading Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`9214b3b8baafd4cca2df7cb54affc1c2d12f0a5a29136ea8e86a05208203bc37`
BLAKE2b-256 checksum How to use checksums	`57a51b0d57df2715582e0fae0fa2e6c0868f3baac6469ab7d53301a62fae6141`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 9214b3b8baafd4cca2df7cb54affc1c2d12f0a5a29136ea8e86a05208203bc37 Verifying attestations

Release files / penaltyblog-1.13.1-cp315-cp315t-macosx_11_0_arm64.whl

Download URL	penaltyblog-1.13.1-cp315-cp315t-macosx_11_0_arm64.whl
Size	2.3 MB
Tags	CPython 3.15 CPython 3.15 free-threading macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`e31f03c61d2b616f2ea3a5492a73c0604b263bcd8590ef50e01cfd19d27c1f0a`
BLAKE2b-256 checksum How to use checksums	`a0881140f00318790be88b2175047f6e13bfa0995ab887ee1fa6bf19de134c04`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp315-cp315t-macosx_11_0_arm64.whl
SHA-256 checksum: e31f03c61d2b616f2ea3a5492a73c0604b263bcd8590ef50e01cfd19d27c1f0a Verifying attestations

Release files / penaltyblog-1.13.1-cp315-cp315t-macosx_10_15_x86_64.whl

Download URL	penaltyblog-1.13.1-cp315-cp315t-macosx_10_15_x86_64.whl
Size	2.3 MB
Tags	CPython 3.15 CPython 3.15 free-threading macOS 10.15+ x86-64
SHA-256 checksum How to use checksums	`e0dfcd1cacb8ae4df836ab59d7e58df4a47ee57a53f3e0c4f419ba998991273b`
BLAKE2b-256 checksum How to use checksums	`60be44b28b01a306bef6e82fb727252c0adf2d88b65d7bfbb3a50ab385b33e55`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp315-cp315t-macosx_10_15_x86_64.whl
SHA-256 checksum: e0dfcd1cacb8ae4df836ab59d7e58df4a47ee57a53f3e0c4f419ba998991273b Verifying attestations

Release files / penaltyblog-1.13.1-cp315-cp315-win_amd64.whl

Download URL	penaltyblog-1.13.1-cp315-cp315-win_amd64.whl
Size	2.3 MB
Tags	CPython 3.15 Windows x86-64
SHA-256 checksum How to use checksums	`e9c67f85aeae654aa4ae657195ed327ab944cf9ef6e1dbd926dedb5ac74387de`
BLAKE2b-256 checksum How to use checksums	`5f05ded2462b6c0478329ae126d037d722f7f62043b608666e3d4dd29e0a4241`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp315-cp315-win_amd64.whl
SHA-256 checksum: e9c67f85aeae654aa4ae657195ed327ab944cf9ef6e1dbd926dedb5ac74387de Verifying attestations

Release files / penaltyblog-1.13.1-cp315-cp315-win32.whl

Download URL	penaltyblog-1.13.1-cp315-cp315-win32.whl
Size	2.2 MB
Tags	CPython 3.15 Windows x86-32
SHA-256 checksum How to use checksums	`542a27c3cd274b63fa1d74b57d812cc940bf230419b844371f5d8b62c8167155`
BLAKE2b-256 checksum How to use checksums	`0e57de123f10375a5721cde690bbfaa7f6e501d963d3e1e1c33c45e36334c812`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp315-cp315-win32.whl
SHA-256 checksum: 542a27c3cd274b63fa1d74b57d812cc940bf230419b844371f5d8b62c8167155 Verifying attestations

Release files / penaltyblog-1.13.1-cp315-cp315-musllinux_1_2_x86_64.whl

Download URL	penaltyblog-1.13.1-cp315-cp315-musllinux_1_2_x86_64.whl
Size	5.8 MB
Tags	CPython 3.15 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`15d5499a40d674aca416622e43492200098b1cb497a66b7aec614c8e0f874b7e`
BLAKE2b-256 checksum How to use checksums	`9ea71da0d00f7cacb859c515e7c2038e1a28d3903cfd2755a78b30850655f9b9`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp315-cp315-musllinux_1_2_x86_64.whl
SHA-256 checksum: 15d5499a40d674aca416622e43492200098b1cb497a66b7aec614c8e0f874b7e Verifying attestations

Release files / penaltyblog-1.13.1-cp315-cp315-musllinux_1_2_aarch64.whl

Download URL	penaltyblog-1.13.1-cp315-cp315-musllinux_1_2_aarch64.whl
Size	5.7 MB
Tags	CPython 3.15 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`fdc70388438206f7ea3fd176b45115110bef1b0aeb859d72f1115eda814d3b59`
BLAKE2b-256 checksum How to use checksums	`dd3f27afd21d6b055244f8a22c24c79b765f7cffe751d0b882558ddeedff6317`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp315-cp315-musllinux_1_2_aarch64.whl
SHA-256 checksum: fdc70388438206f7ea3fd176b45115110bef1b0aeb859d72f1115eda814d3b59 Verifying attestations

Release files / penaltyblog-1.13.1-cp315-cp315-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	penaltyblog-1.13.1-cp315-cp315-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size	5.9 MB
Tags	CPython 3.15 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`2700d2cce16c5f30878dc976377dcd5b9e8393e3fadc8774e679a44799499752`
BLAKE2b-256 checksum How to use checksums	`3d0b7368d1e1f6eb026eb304bbe090b01c3e12ea8d9aa13970c78b57d2a39c3b`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp315-cp315-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 2700d2cce16c5f30878dc976377dcd5b9e8393e3fadc8774e679a44799499752 Verifying attestations

Release files / penaltyblog-1.13.1-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	penaltyblog-1.13.1-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Size	5.8 MB
Tags	CPython 3.15 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`0d987c1266e847533eece7bf02ac2b5fea8cf2c2fa3d9068d3c5af225e6a6c85`
BLAKE2b-256 checksum How to use checksums	`277d5d2a09d5a352d20ac23431b07b342ef6abd257fe4423b7a8d04d3ed3f5d1`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 0d987c1266e847533eece7bf02ac2b5fea8cf2c2fa3d9068d3c5af225e6a6c85 Verifying attestations

Release files / penaltyblog-1.13.1-cp315-cp315-macosx_11_0_arm64.whl

Download URL	penaltyblog-1.13.1-cp315-cp315-macosx_11_0_arm64.whl
Size	2.3 MB
Tags	CPython 3.15 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`704e087c2c95a42c9f7b9b73fc0834b275c8efd6c656e64752fe2ec5836857b5`
BLAKE2b-256 checksum How to use checksums	`60826e9738fc0f082b2df4581d9eb4469d9f7f9f6a12df21bf9f064c0ea0aae9`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp315-cp315-macosx_11_0_arm64.whl
SHA-256 checksum: 704e087c2c95a42c9f7b9b73fc0834b275c8efd6c656e64752fe2ec5836857b5 Verifying attestations

Release files / penaltyblog-1.13.1-cp315-cp315-macosx_10_15_x86_64.whl

Download URL	penaltyblog-1.13.1-cp315-cp315-macosx_10_15_x86_64.whl
Size	2.3 MB
Tags	CPython 3.15 macOS 10.15+ x86-64
SHA-256 checksum How to use checksums	`745f4b843afde7095575f1f06fc094f4dea9cbb87c9cfc1e07e80bb53d78b108`
BLAKE2b-256 checksum How to use checksums	`36ba74cb5d406bcbc548c2378f2a12c495c36d210153477b6e4a17361f65c1e4`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp315-cp315-macosx_10_15_x86_64.whl
SHA-256 checksum: 745f4b843afde7095575f1f06fc094f4dea9cbb87c9cfc1e07e80bb53d78b108 Verifying attestations

Release files / penaltyblog-1.13.1-cp314-cp314t-win_amd64.whl

Download URL	penaltyblog-1.13.1-cp314-cp314t-win_amd64.whl
Size	2.3 MB
Tags	CPython 3.14 CPython 3.14 free-threading Windows x86-64
SHA-256 checksum How to use checksums	`28692cb29ea811c6e2807e145239ded0c1b818cc15b5008589044db6c30a9575`
BLAKE2b-256 checksum How to use checksums	`84895bf6019ae7c0e68247b6a5860c4bfcb310d7990730aa967cb8d42f488166`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp314-cp314t-win_amd64.whl
SHA-256 checksum: 28692cb29ea811c6e2807e145239ded0c1b818cc15b5008589044db6c30a9575 Verifying attestations

Release files / penaltyblog-1.13.1-cp314-cp314t-win32.whl

Download URL	penaltyblog-1.13.1-cp314-cp314t-win32.whl
Size	2.2 MB
Tags	CPython 3.14 CPython 3.14 free-threading Windows x86-32
SHA-256 checksum How to use checksums	`a45aec0c5c33cdd3a6279cb129a45f57b940a23a41c621247b879c336818fad2`
BLAKE2b-256 checksum How to use checksums	`f564ff614465f04750ae967a594fbb3beaf999a3a233fe2afe43d1d55b67d299`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp314-cp314t-win32.whl
SHA-256 checksum: a45aec0c5c33cdd3a6279cb129a45f57b940a23a41c621247b879c336818fad2 Verifying attestations

Release files / penaltyblog-1.13.1-cp314-cp314t-musllinux_1_2_x86_64.whl

Download URL	penaltyblog-1.13.1-cp314-cp314t-musllinux_1_2_x86_64.whl
Size	5.8 MB
Tags	CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`e03e6ae45e2916d7686862681260787b5bdf5bf2dc65556cdbb267db50a9cb10`
BLAKE2b-256 checksum How to use checksums	`cc4dbbf402251b5ce0ab32b74d965ff33f1160aa8b6ee5868af9ef362249d690`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp314-cp314t-musllinux_1_2_x86_64.whl
SHA-256 checksum: e03e6ae45e2916d7686862681260787b5bdf5bf2dc65556cdbb267db50a9cb10 Verifying attestations

Release files / penaltyblog-1.13.1-cp314-cp314t-musllinux_1_2_aarch64.whl

Download URL	penaltyblog-1.13.1-cp314-cp314t-musllinux_1_2_aarch64.whl
Size	5.7 MB
Tags	CPython 3.14 CPython 3.14 free-threading Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`c4a4a7fccd600e725d1b4738066415f6100feedfdf0acae6b095895c2b408dcc`
BLAKE2b-256 checksum How to use checksums	`8c748b870c11b4c170556d536471dc475442db2b56b4acd370f1f28001fada3e`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp314-cp314t-musllinux_1_2_aarch64.whl
SHA-256 checksum: c4a4a7fccd600e725d1b4738066415f6100feedfdf0acae6b095895c2b408dcc Verifying attestations

Release files / penaltyblog-1.13.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	penaltyblog-1.13.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size	5.8 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	`cef6ffbcccd0214f4e2688a7b482e92e065d04d766b6be787ec5f1e74ce13417`
BLAKE2b-256 checksum How to use checksums	`0df029449801bff68f31055d07854f878127ad51047a50bc7ac743868f95f30d`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: cef6ffbcccd0214f4e2688a7b482e92e065d04d766b6be787ec5f1e74ce13417 Verifying attestations

Release files / penaltyblog-1.13.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	penaltyblog-1.13.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Size	5.9 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	`0d79daacd6944028a0527cc64ed34d482242c3eb1440df302ca8888a493331e3`
BLAKE2b-256 checksum How to use checksums	`0bb1b797eed54a0fd655426b0edcf79728304e20de3b8ca3ac5ddee2b0e1abe5`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 0d79daacd6944028a0527cc64ed34d482242c3eb1440df302ca8888a493331e3 Verifying attestations

Release files / penaltyblog-1.13.1-cp314-cp314t-macosx_11_0_arm64.whl

Download URL	penaltyblog-1.13.1-cp314-cp314t-macosx_11_0_arm64.whl
Size	2.3 MB
Tags	CPython 3.14 CPython 3.14 free-threading macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`eed842b9b7e841fc58b1c4fb06d3450426c28fcf13227bf0a7100c925cc675b2`
BLAKE2b-256 checksum How to use checksums	`2e0982444debacf3229365ef9c05f2b29946fcc86e210d7b091c177707af988e`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp314-cp314t-macosx_11_0_arm64.whl
SHA-256 checksum: eed842b9b7e841fc58b1c4fb06d3450426c28fcf13227bf0a7100c925cc675b2 Verifying attestations

Release files / penaltyblog-1.13.1-cp314-cp314t-macosx_10_15_x86_64.whl

Download URL	penaltyblog-1.13.1-cp314-cp314t-macosx_10_15_x86_64.whl
Size	2.4 MB
Tags	CPython 3.14 CPython 3.14 free-threading macOS 10.15+ x86-64
SHA-256 checksum How to use checksums	`b452016016364f0c3a8dcf7994f3243cbeaf57c1e5724d42b4718fe870570cd1`
BLAKE2b-256 checksum How to use checksums	`b46abcf29ae0ff0202e342eef7f99af49ed372d1fb4ec3b52de780eede5322c8`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp314-cp314t-macosx_10_15_x86_64.whl
SHA-256 checksum: b452016016364f0c3a8dcf7994f3243cbeaf57c1e5724d42b4718fe870570cd1 Verifying attestations

Release files / penaltyblog-1.13.1-cp314-cp314-win_amd64.whl

Download URL	penaltyblog-1.13.1-cp314-cp314-win_amd64.whl
Size	2.3 MB
Tags	CPython 3.14 Windows x86-64
SHA-256 checksum How to use checksums	`a3129f4c93b0311673682f66ba145e32b7b56e65a3c72e2e7dc663fecaff1e16`
BLAKE2b-256 checksum How to use checksums	`af0f43a0fa6c34026e46dc14f5133332bd77ffcb92a0d64bb72c1745b5735bb9`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp314-cp314-win_amd64.whl
SHA-256 checksum: a3129f4c93b0311673682f66ba145e32b7b56e65a3c72e2e7dc663fecaff1e16 Verifying attestations

Release files / penaltyblog-1.13.1-cp314-cp314-win32.whl

Download URL	penaltyblog-1.13.1-cp314-cp314-win32.whl
Size	2.2 MB
Tags	CPython 3.14 Windows x86-32
SHA-256 checksum How to use checksums	`0e61fcf7f8b7621566e094bd081e15aa6a3248ace8ff10797f4c8b1c13e73c45`
BLAKE2b-256 checksum How to use checksums	`f9e726613990fa224c9b855bd6222de68da00645388ba864476f602bd7fff375`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp314-cp314-win32.whl
SHA-256 checksum: 0e61fcf7f8b7621566e094bd081e15aa6a3248ace8ff10797f4c8b1c13e73c45 Verifying attestations

Release files / penaltyblog-1.13.1-cp314-cp314-musllinux_1_2_x86_64.whl

Download URL	penaltyblog-1.13.1-cp314-cp314-musllinux_1_2_x86_64.whl
Size	5.8 MB
Tags	CPython 3.14 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`3b2d40b5db62db6262b03ac4d6132eb07718797da180a3704fe82b79653f6f75`
BLAKE2b-256 checksum How to use checksums	`a6ed8f797377edb4e03a7bce63c845be0fbed43fac80e03129bbfca90341c756`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp314-cp314-musllinux_1_2_x86_64.whl
SHA-256 checksum: 3b2d40b5db62db6262b03ac4d6132eb07718797da180a3704fe82b79653f6f75 Verifying attestations

Release files / penaltyblog-1.13.1-cp314-cp314-musllinux_1_2_aarch64.whl

Download URL	penaltyblog-1.13.1-cp314-cp314-musllinux_1_2_aarch64.whl
Size	5.7 MB
Tags	CPython 3.14 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`781857a281393ebb37cfe0b2a56db64ae49773ff204321256956e8e55e5582b4`
BLAKE2b-256 checksum How to use checksums	`d26cc6e30e18a685defe72080898ddb9bbe0a395a269d84c02b61260f821d8c9`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp314-cp314-musllinux_1_2_aarch64.whl
SHA-256 checksum: 781857a281393ebb37cfe0b2a56db64ae49773ff204321256956e8e55e5582b4 Verifying attestations

Release files / penaltyblog-1.13.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	penaltyblog-1.13.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size	5.9 MB
Tags	CPython 3.14 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`47429d1054cc0e9e09db59a4afa76925d86f1167c3f26a363d088f79908cbaec`
BLAKE2b-256 checksum How to use checksums	`8d94d1184c379b9dce54abff4b08039a28bbf59b1bde7a7cfdacf009bec10e9e`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 47429d1054cc0e9e09db59a4afa76925d86f1167c3f26a363d088f79908cbaec Verifying attestations

Release files / penaltyblog-1.13.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	penaltyblog-1.13.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Size	5.8 MB
Tags	CPython 3.14 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`d4e2957d2a08511cf7eeceb2beed1adc6ed9cd6396c387b4dcc7838b146cca5d`
BLAKE2b-256 checksum How to use checksums	`3b8edd080b8c5d9925dea7daa4425e88bee4b179b1a6876eb4e27d5f48f2f850`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: d4e2957d2a08511cf7eeceb2beed1adc6ed9cd6396c387b4dcc7838b146cca5d Verifying attestations

Release files / penaltyblog-1.13.1-cp314-cp314-macosx_11_0_arm64.whl

Download URL	penaltyblog-1.13.1-cp314-cp314-macosx_11_0_arm64.whl
Size	2.3 MB
Tags	CPython 3.14 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`2a79c8fe118ae665e553b3af49d2e182e33341fb66306b0546836fc108b7af21`
BLAKE2b-256 checksum How to use checksums	`43018bbe22f7f39725d5e76c6dfa6832e50ff31a5d8c3e11e7f5176b5fa24138`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp314-cp314-macosx_11_0_arm64.whl
SHA-256 checksum: 2a79c8fe118ae665e553b3af49d2e182e33341fb66306b0546836fc108b7af21 Verifying attestations

Release files / penaltyblog-1.13.1-cp314-cp314-macosx_10_15_x86_64.whl

Download URL	penaltyblog-1.13.1-cp314-cp314-macosx_10_15_x86_64.whl
Size	2.3 MB
Tags	CPython 3.14 macOS 10.15+ x86-64
SHA-256 checksum How to use checksums	`bb9a7c9208fe30817cbd3861759906ce448061bf0dff9c29bb494169475c4a00`
BLAKE2b-256 checksum How to use checksums	`a0df8141a93ea0f617b5cab9d2ac01f39745545e5c8a362db325531f28be4d4d`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp314-cp314-macosx_10_15_x86_64.whl
SHA-256 checksum: bb9a7c9208fe30817cbd3861759906ce448061bf0dff9c29bb494169475c4a00 Verifying attestations

Release files / penaltyblog-1.13.1-cp313-cp313-win_amd64.whl

Download URL	penaltyblog-1.13.1-cp313-cp313-win_amd64.whl
Size	2.2 MB
Tags	CPython 3.13 Windows x86-64
SHA-256 checksum How to use checksums	`c5fa3ac33a021bcdca303a2b7e74a6c6857135112831152c76537036b36ece06`
BLAKE2b-256 checksum How to use checksums	`1937ce08caadf49af01867743edc410e0bb6852371ed72b9f04b4c11c0aa71d0`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp313-cp313-win_amd64.whl
SHA-256 checksum: c5fa3ac33a021bcdca303a2b7e74a6c6857135112831152c76537036b36ece06 Verifying attestations

Release files / penaltyblog-1.13.1-cp313-cp313-win32.whl

Download URL	penaltyblog-1.13.1-cp313-cp313-win32.whl
Size	2.1 MB
Tags	CPython 3.13 Windows x86-32
SHA-256 checksum How to use checksums	`fc9bf4dd174ba346c7b579adc20887e9a07bfb6e4cb9e962b5de91ac1d3edaf0`
BLAKE2b-256 checksum How to use checksums	`4905582195895126d9a4bf8fb7e2428cc83f891e0819134dd153a58b9b55fe48`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp313-cp313-win32.whl
SHA-256 checksum: fc9bf4dd174ba346c7b579adc20887e9a07bfb6e4cb9e962b5de91ac1d3edaf0 Verifying attestations

Release files / penaltyblog-1.13.1-cp313-cp313-musllinux_1_2_x86_64.whl

Download URL	penaltyblog-1.13.1-cp313-cp313-musllinux_1_2_x86_64.whl
Size	5.9 MB
Tags	CPython 3.13 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`a6c28e437e71c3b8c1663f89c89dd98d4394bd9a0eaf119d20f0037268b3822c`
BLAKE2b-256 checksum How to use checksums	`3dc77a3a6119ce166cba01109262da97e905418c0e877959059a0f6e685b104b`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp313-cp313-musllinux_1_2_x86_64.whl
SHA-256 checksum: a6c28e437e71c3b8c1663f89c89dd98d4394bd9a0eaf119d20f0037268b3822c Verifying attestations

Release files / penaltyblog-1.13.1-cp313-cp313-musllinux_1_2_aarch64.whl

Download URL	penaltyblog-1.13.1-cp313-cp313-musllinux_1_2_aarch64.whl
Size	5.7 MB
Tags	CPython 3.13 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`e7ce5ea3af24c8ecd34d0439e6db4293d893b94e654a38c09ce8eedc82fa75af`
BLAKE2b-256 checksum How to use checksums	`a82edb7d575f6f6621572cf4f976b3c3b8d9d9187b41090f0c9829748d1c1252`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp313-cp313-musllinux_1_2_aarch64.whl
SHA-256 checksum: e7ce5ea3af24c8ecd34d0439e6db4293d893b94e654a38c09ce8eedc82fa75af Verifying attestations

Release files / penaltyblog-1.13.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	penaltyblog-1.13.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size	5.9 MB
Tags	CPython 3.13 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`76c0d9b3cb38c678c1c540131757c587c19a5de5f6454cbe59e20b1a7f3181c8`
BLAKE2b-256 checksum How to use checksums	`af8acae6c6ffea6cf01be2314287e352c8123fca0622a11451d48ddd418fe46f`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 76c0d9b3cb38c678c1c540131757c587c19a5de5f6454cbe59e20b1a7f3181c8 Verifying attestations

Release files / penaltyblog-1.13.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	penaltyblog-1.13.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Size	5.8 MB
Tags	CPython 3.13 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`b53ee8e5cb3e0b269c8355b8502a86c54215d59f664783f88a34288c98af371c`
BLAKE2b-256 checksum How to use checksums	`a481b3bfbaa2ffcfff5f52a7638ac89503a0e19bdc16a446fcb057cc4585317a`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: b53ee8e5cb3e0b269c8355b8502a86c54215d59f664783f88a34288c98af371c Verifying attestations

Release files / penaltyblog-1.13.1-cp313-cp313-macosx_11_0_arm64.whl

Download URL	penaltyblog-1.13.1-cp313-cp313-macosx_11_0_arm64.whl
Size	2.3 MB
Tags	CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`9ba514796b0ddfc5a682b01e773c16ca7337b2ceaa4c259144a7cef7a1a94bbe`
BLAKE2b-256 checksum How to use checksums	`97ebd62385f56baa0871644fa9c16925f1b465f9292b99f3e7820e46f69a0e10`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp313-cp313-macosx_11_0_arm64.whl
SHA-256 checksum: 9ba514796b0ddfc5a682b01e773c16ca7337b2ceaa4c259144a7cef7a1a94bbe Verifying attestations

Release files / penaltyblog-1.13.1-cp313-cp313-macosx_10_13_x86_64.whl

Download URL	penaltyblog-1.13.1-cp313-cp313-macosx_10_13_x86_64.whl
Size	2.3 MB
Tags	CPython 3.13 macOS 10.13+ x86-64
SHA-256 checksum How to use checksums	`dc1e7ef57374635449e1ab3ebcf05401d09a379d3d836643ced949bd42436042`
BLAKE2b-256 checksum How to use checksums	`3a289e061e82e6c624f9445a2788c78a449ac37e9372ed06cfb152fa540cc440`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp313-cp313-macosx_10_13_x86_64.whl
SHA-256 checksum: dc1e7ef57374635449e1ab3ebcf05401d09a379d3d836643ced949bd42436042 Verifying attestations

Release files / penaltyblog-1.13.1-cp312-cp312-win_amd64.whl

Download URL	penaltyblog-1.13.1-cp312-cp312-win_amd64.whl
Size	2.3 MB
Tags	CPython 3.12 Windows x86-64
SHA-256 checksum How to use checksums	`fbcc0945363da2dd4d2557bd7679cceaec85b61ff51e33eb0b3a6b4614ad3626`
BLAKE2b-256 checksum How to use checksums	`7b87f92dab59ab1853397a82e2a1ff07323e56707d30dc824a7146ffcdc58d1c`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp312-cp312-win_amd64.whl
SHA-256 checksum: fbcc0945363da2dd4d2557bd7679cceaec85b61ff51e33eb0b3a6b4614ad3626 Verifying attestations

Release files / penaltyblog-1.13.1-cp312-cp312-win32.whl

Download URL	penaltyblog-1.13.1-cp312-cp312-win32.whl
Size	2.2 MB
Tags	CPython 3.12 Windows x86-32
SHA-256 checksum How to use checksums	`76bbdc8e603c7e8cd5555384feac147d11f50abcd7cb540f89df1a9af61ff62d`
BLAKE2b-256 checksum How to use checksums	`361ed5e60c62767627c6c18d66066b2afa2a638b36f4b6343dc19583d546249d`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp312-cp312-win32.whl
SHA-256 checksum: 76bbdc8e603c7e8cd5555384feac147d11f50abcd7cb540f89df1a9af61ff62d Verifying attestations

Release files / penaltyblog-1.13.1-cp312-cp312-musllinux_1_2_x86_64.whl

Download URL	penaltyblog-1.13.1-cp312-cp312-musllinux_1_2_x86_64.whl
Size	5.9 MB
Tags	CPython 3.12 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`32f28267250f5ab44825d19c19400fe314b7840aef3660656646d2e76d5eb630`
BLAKE2b-256 checksum How to use checksums	`4d5bb3547f6b7a9e3a03483034a00f0b8bfac5abc8fc4caeb8f2720da6f104b1`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp312-cp312-musllinux_1_2_x86_64.whl
SHA-256 checksum: 32f28267250f5ab44825d19c19400fe314b7840aef3660656646d2e76d5eb630 Verifying attestations

Release files / penaltyblog-1.13.1-cp312-cp312-musllinux_1_2_aarch64.whl

Download URL	penaltyblog-1.13.1-cp312-cp312-musllinux_1_2_aarch64.whl
Size	5.8 MB
Tags	CPython 3.12 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`a92ec5b3f727cf9500e20a3945891989568b842ff0d3315aa4dc4f22445e7192`
BLAKE2b-256 checksum How to use checksums	`0011e98c70fed2e7c3507f10a8ef0585b3946e51f843e3f336907e827d7ac26d`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp312-cp312-musllinux_1_2_aarch64.whl
SHA-256 checksum: a92ec5b3f727cf9500e20a3945891989568b842ff0d3315aa4dc4f22445e7192 Verifying attestations

Release files / penaltyblog-1.13.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	penaltyblog-1.13.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size	5.9 MB
Tags	CPython 3.12 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`03ad58a11f65efbc6be37fe305d0f823e29c66e0be6115875f2e93db7fba6c45`
BLAKE2b-256 checksum How to use checksums	`54b4d50da8580e4c22769133a38d83d107c0c0c2766a5536b1b6a2cb435730e6`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 03ad58a11f65efbc6be37fe305d0f823e29c66e0be6115875f2e93db7fba6c45 Verifying attestations

Release files / penaltyblog-1.13.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	penaltyblog-1.13.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Size	5.8 MB
Tags	CPython 3.12 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`65f8e6f7bf1e27f868a1c37470288928f2934803ddc56f26efaaa4ebb0f665e1`
BLAKE2b-256 checksum How to use checksums	`a64a2450ebf724a05609dd11f81440c7eca8c4f76dffb7c3f5500d141b481a92`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 65f8e6f7bf1e27f868a1c37470288928f2934803ddc56f26efaaa4ebb0f665e1 Verifying attestations

Release files / penaltyblog-1.13.1-cp312-cp312-macosx_11_0_arm64.whl

Download URL	penaltyblog-1.13.1-cp312-cp312-macosx_11_0_arm64.whl
Size	2.3 MB
Tags	CPython 3.12 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`01882d7b30184450b9e3f17225b65f21b7762a59b022b147d2e594d98d4457e2`
BLAKE2b-256 checksum How to use checksums	`f232e5d96de1f7118564c4f8aa21529db8abc43834121fc8e4d1ac940b662987`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp312-cp312-macosx_11_0_arm64.whl
SHA-256 checksum: 01882d7b30184450b9e3f17225b65f21b7762a59b022b147d2e594d98d4457e2 Verifying attestations

Release files / penaltyblog-1.13.1-cp312-cp312-macosx_10_13_x86_64.whl

Download URL	penaltyblog-1.13.1-cp312-cp312-macosx_10_13_x86_64.whl
Size	2.3 MB
Tags	CPython 3.12 macOS 10.13+ x86-64
SHA-256 checksum How to use checksums	`173c42628474c3545351fe6e8288221525eed16f8cd3d718ee8f92b065d8022c`
BLAKE2b-256 checksum How to use checksums	`f0b7ec3bacd851acf9fb35cfc8bfa3980f8d5e730792324e1bb3dedee402d6f5`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp312-cp312-macosx_10_13_x86_64.whl
SHA-256 checksum: 173c42628474c3545351fe6e8288221525eed16f8cd3d718ee8f92b065d8022c Verifying attestations

Release files / penaltyblog-1.13.1-cp311-cp311-win_amd64.whl

Download URL	penaltyblog-1.13.1-cp311-cp311-win_amd64.whl
Size	2.2 MB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`b61794023e3deeffa53b666395cbb1514599e0369b215dc074e2cc0e517e7676`
BLAKE2b-256 checksum How to use checksums	`073e0d5aa77fb1fb01635174e48e63938515e6d811df2b95fefda109c6fad1e4`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp311-cp311-win_amd64.whl
SHA-256 checksum: b61794023e3deeffa53b666395cbb1514599e0369b215dc074e2cc0e517e7676 Verifying attestations

Release files / penaltyblog-1.13.1-cp311-cp311-win32.whl

Download URL	penaltyblog-1.13.1-cp311-cp311-win32.whl
Size	2.1 MB
Tags	CPython 3.11 Windows x86-32
SHA-256 checksum How to use checksums	`5e7fdfdc63c24df6d763228f919b4c1d598015b5917fad0eebb90f14bc16a417`
BLAKE2b-256 checksum How to use checksums	`b0e1184352b86fb162695937ea101ee8f9014dd7a53211d707b8d747e5bea8de`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp311-cp311-win32.whl
SHA-256 checksum: 5e7fdfdc63c24df6d763228f919b4c1d598015b5917fad0eebb90f14bc16a417 Verifying attestations

Release files / penaltyblog-1.13.1-cp311-cp311-musllinux_1_2_x86_64.whl

Download URL	penaltyblog-1.13.1-cp311-cp311-musllinux_1_2_x86_64.whl
Size	5.9 MB
Tags	CPython 3.11 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`05c460a12965b5467db48cfac1d4f5f25cece314274b888fa803a030b88f68f4`
BLAKE2b-256 checksum How to use checksums	`5f97d49098e74dcf337ac3ab4a417c3cf5ddb347c950edd293423c303a12e146`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp311-cp311-musllinux_1_2_x86_64.whl
SHA-256 checksum: 05c460a12965b5467db48cfac1d4f5f25cece314274b888fa803a030b88f68f4 Verifying attestations

Release files / penaltyblog-1.13.1-cp311-cp311-musllinux_1_2_aarch64.whl

Download URL	penaltyblog-1.13.1-cp311-cp311-musllinux_1_2_aarch64.whl
Size	5.8 MB
Tags	CPython 3.11 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`629d53194b4d52bd4a6b42e1b3c119b8a22907b107383559dd8171637f0e17a9`
BLAKE2b-256 checksum How to use checksums	`e16d31d221be416633951521a7e68bb7f9597cc8a4bca5760b4a1600e0609811`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp311-cp311-musllinux_1_2_aarch64.whl
SHA-256 checksum: 629d53194b4d52bd4a6b42e1b3c119b8a22907b107383559dd8171637f0e17a9 Verifying attestations

Release files / penaltyblog-1.13.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	penaltyblog-1.13.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size	5.9 MB
Tags	CPython 3.11 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`17d5ba79d04cf7589cf9c28b269c32cd09df19d9b0bdfc7e677a8a01885e6d53`
BLAKE2b-256 checksum How to use checksums	`bd8108ea3689aa62618b7b01f4913a42baaeeae0b0a5963abf2b9b5318774511`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 17d5ba79d04cf7589cf9c28b269c32cd09df19d9b0bdfc7e677a8a01885e6d53 Verifying attestations

Release files / penaltyblog-1.13.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	penaltyblog-1.13.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Size	5.9 MB
Tags	CPython 3.11 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`d97a1f673012ca9980af585602bc84974fe73281c9012c10cb51c6c1cb08b877`
BLAKE2b-256 checksum How to use checksums	`b46e464be5a36f39715cff2f58f0c055ef5ef1cc105685bd1ffe17970715d567`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: d97a1f673012ca9980af585602bc84974fe73281c9012c10cb51c6c1cb08b877 Verifying attestations

Release files / penaltyblog-1.13.1-cp311-cp311-macosx_11_0_arm64.whl

Download URL	penaltyblog-1.13.1-cp311-cp311-macosx_11_0_arm64.whl
Size	2.3 MB
Tags	CPython 3.11 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`e0c5ed67fea8c9c63867d38450d6d21e05bf3924a836b6a1314c2a0126fafa05`
BLAKE2b-256 checksum How to use checksums	`c89390abb2efbf881fa7b3cd5d70f102f644c32d73bcfb67d96b0870add934b5`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp311-cp311-macosx_11_0_arm64.whl
SHA-256 checksum: e0c5ed67fea8c9c63867d38450d6d21e05bf3924a836b6a1314c2a0126fafa05 Verifying attestations

Release files / penaltyblog-1.13.1-cp311-cp311-macosx_10_9_x86_64.whl

Download URL	penaltyblog-1.13.1-cp311-cp311-macosx_10_9_x86_64.whl
Size	2.3 MB
Tags	CPython 3.11 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`5c7687c11db09f6706b7cc559fbc35ac69b75f361977a636660a3a1f6e5223cf`
BLAKE2b-256 checksum How to use checksums	`224d70e873dac597541f4fd3b252027afed5c8901f77a063e9e98250834a8c73`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp311-cp311-macosx_10_9_x86_64.whl
SHA-256 checksum: 5c7687c11db09f6706b7cc559fbc35ac69b75f361977a636660a3a1f6e5223cf Verifying attestations

Release files / penaltyblog-1.13.1-cp310-cp310-win_amd64.whl

Download URL	penaltyblog-1.13.1-cp310-cp310-win_amd64.whl
Size	2.2 MB
Tags	CPython 3.10 Windows x86-64
SHA-256 checksum How to use checksums	`e93f07d6c06ad87f426bdbe80adcb331b5cac962a0e159238fbeab245c1196b2`
BLAKE2b-256 checksum How to use checksums	`482f09250b2f6a92c3d56674afeac60d894dad2e2111525da11881cb52480a80`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp310-cp310-win_amd64.whl
SHA-256 checksum: e93f07d6c06ad87f426bdbe80adcb331b5cac962a0e159238fbeab245c1196b2 Verifying attestations

Release files / penaltyblog-1.13.1-cp310-cp310-win32.whl

Download URL	penaltyblog-1.13.1-cp310-cp310-win32.whl
Size	2.1 MB
Tags	CPython 3.10 Windows x86-32
SHA-256 checksum How to use checksums	`baa3fd74c7c1c843ce4d5a8fbc817230c572914355843b4636db5e3dc7ca2648`
BLAKE2b-256 checksum How to use checksums	`294428f8aea201638b6ccd95fc8f631210d024ef797f960d1807486e69b08f01`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp310-cp310-win32.whl
SHA-256 checksum: baa3fd74c7c1c843ce4d5a8fbc817230c572914355843b4636db5e3dc7ca2648 Verifying attestations

Release files / penaltyblog-1.13.1-cp310-cp310-musllinux_1_2_x86_64.whl

Download URL	penaltyblog-1.13.1-cp310-cp310-musllinux_1_2_x86_64.whl
Size	5.8 MB
Tags	CPython 3.10 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`a0eb9c2795c1064d578890fffd9b1f0a5067df82ebab793425b667fa49b86983`
BLAKE2b-256 checksum How to use checksums	`1fd1c6b3896515da7f32df51d4512f00b67a9f8ba40b688210e432a5ff825e95`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp310-cp310-musllinux_1_2_x86_64.whl
SHA-256 checksum: a0eb9c2795c1064d578890fffd9b1f0a5067df82ebab793425b667fa49b86983 Verifying attestations

Release files / penaltyblog-1.13.1-cp310-cp310-musllinux_1_2_aarch64.whl

Download URL	penaltyblog-1.13.1-cp310-cp310-musllinux_1_2_aarch64.whl
Size	5.6 MB
Tags	CPython 3.10 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`f73e537a43ba3dafafe141027a853a6aa6258ada1af6e38795b731bcc9e1ab41`
BLAKE2b-256 checksum How to use checksums	`3e696418130dd36086875be86b9b0228629788a5862651964b7011b628a98b7b`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp310-cp310-musllinux_1_2_aarch64.whl
SHA-256 checksum: f73e537a43ba3dafafe141027a853a6aa6258ada1af6e38795b731bcc9e1ab41 Verifying attestations

Release files / penaltyblog-1.13.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	penaltyblog-1.13.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size	5.7 MB
Tags	CPython 3.10 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`eb7067e375d3d627b739c27f91e6bd8b0bbeed0588827ace95b0dabe744130af`
BLAKE2b-256 checksum How to use checksums	`b959e6ea4f25ae8a8e37fea6b7dc850b2c2e6957e0f2cf3308e1f7f72586e6aa`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: eb7067e375d3d627b739c27f91e6bd8b0bbeed0588827ace95b0dabe744130af Verifying attestations

Release files / penaltyblog-1.13.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	penaltyblog-1.13.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
Size	5.7 MB
Tags	CPython 3.10 Linux glibc 2.17+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`489b9ca5cc7d3a7511e92454ad74b68d564f126d93339891349cd327d3720bb0`
BLAKE2b-256 checksum How to use checksums	`0be7e15e0c6e0572fc8c18bae1bde5f471e01c1fbe9d7159dfe3661c5f2f281a`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 489b9ca5cc7d3a7511e92454ad74b68d564f126d93339891349cd327d3720bb0 Verifying attestations

Release files / penaltyblog-1.13.1-cp310-cp310-macosx_11_0_arm64.whl

Download URL	penaltyblog-1.13.1-cp310-cp310-macosx_11_0_arm64.whl
Size	2.3 MB
Tags	CPython 3.10 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`e8450cfc26f473fafaeccb3f9fff79cad8bb2ae42874ddbf3579ba76cfff3984`
BLAKE2b-256 checksum How to use checksums	`ed650c08d22ca9feeb4f34c224c49c7e3a74766a815bb3c3825353b5fdf0d240`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp310-cp310-macosx_11_0_arm64.whl
SHA-256 checksum: e8450cfc26f473fafaeccb3f9fff79cad8bb2ae42874ddbf3579ba76cfff3984 Verifying attestations

Release files / penaltyblog-1.13.1-cp310-cp310-macosx_10_9_x86_64.whl

Download URL	penaltyblog-1.13.1-cp310-cp310-macosx_10_9_x86_64.whl
Size	2.3 MB
Tags	CPython 3.10 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`6c7845179c9d8ddf54785f12e0df274f0a60e0bb0718e81bcbcc2f6b3219dbbb`
BLAKE2b-256 checksum How to use checksums	`ed84d046923e95295315387f73585e78041a19554160215e9f5050d04e3d530e`
Upload date	Oct 5, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/6a51173454cba172f2e7b2d8374c1770f257b86a

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/6a51173454cba172f2e7b2d8374c1770f257b86a/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/37334545679/attempts/1

Artifact

Subject: penaltyblog-1.13.1-cp310-cp310-macosx_10_9_x86_64.whl
SHA-256 checksum: 6c7845179c9d8ddf54785f12e0df274f0a60e0bb0718e81bcbcc2f6b3219dbbb Verifying attestations