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 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

Release files for penaltyblog 1.12.1

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 1.12.1
File	Size	Uploaded
penaltyblog-1.12.1.tar.gz	1.6 MB	Sep 10, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for penaltyblog 1.12.1
File	Interpreter	ABI	Platform	Reset
penaltyblog-1.12.1-cp315-cp315t-win_amd64.whl 2.3 MB Sep 10, 2026	CPython 3.15	CPython 3.15 free-threading	Windows x86-64	Details
penaltyblog-1.12.1-cp315-cp315t-win32.whl 2.2 MB Sep 10, 2026	CPython 3.15	CPython 3.15 free-threading	Windows x86-32	Details
penaltyblog-1.12.1-cp315-cp315t-musllinux_1_2_x86_64.whl 5.8 MB Sep 10, 2026	CPython 3.15	CPython 3.15 free-threading	Linux musl 1.2+ x86-64	Details
penaltyblog-1.12.1-cp315-cp315t-musllinux_1_2_aarch64.whl 5.7 MB Sep 10, 2026	CPython 3.15	CPython 3.15 free-threading	Linux musl 1.2+ ARM64	Details
penaltyblog-1.12.1-cp315-cp315t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 5.8 MB Sep 10, 2026	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
penaltyblog-1.12.1-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 5.8 MB Sep 10, 2026	CPython 3.15	CPython 3.15 free-threading	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
penaltyblog-1.12.1-cp315-cp315t-macosx_11_0_arm64.whl 2.3 MB Sep 10, 2026	CPython 3.15	CPython 3.15 free-threading	macOS 11.0+ ARM64	Details
penaltyblog-1.12.1-cp315-cp315t-macosx_10_15_x86_64.whl 2.3 MB Sep 10, 2026	CPython 3.15	CPython 3.15 free-threading	macOS 10.15+ x86-64	Details
penaltyblog-1.12.1-cp315-cp315-win_amd64.whl 2.3 MB Sep 10, 2026	CPython 3.15	CPython 3.15	Windows x86-64	Details
penaltyblog-1.12.1-cp315-cp315-win32.whl 2.1 MB Sep 10, 2026	CPython 3.15	CPython 3.15	Windows x86-32	Details
penaltyblog-1.12.1-cp315-cp315-musllinux_1_2_x86_64.whl 5.8 MB Sep 10, 2026	CPython 3.15	CPython 3.15	Linux musl 1.2+ x86-64	Details
penaltyblog-1.12.1-cp315-cp315-musllinux_1_2_aarch64.whl 5.7 MB Sep 10, 2026	CPython 3.15	CPython 3.15	Linux musl 1.2+ ARM64	Details
penaltyblog-1.12.1-cp315-cp315-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 5.9 MB Sep 10, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
penaltyblog-1.12.1-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 5.8 MB Sep 10, 2026	CPython 3.15	CPython 3.15	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
penaltyblog-1.12.1-cp315-cp315-macosx_11_0_arm64.whl 2.3 MB Sep 10, 2026	CPython 3.15	CPython 3.15	macOS 11.0+ ARM64	Details
penaltyblog-1.12.1-cp315-cp315-macosx_10_15_x86_64.whl 2.3 MB Sep 10, 2026	CPython 3.15	CPython 3.15	macOS 10.15+ x86-64	Details
penaltyblog-1.12.1-cp314-cp314t-win_amd64.whl 2.3 MB Sep 10, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-64	Details
penaltyblog-1.12.1-cp314-cp314t-win32.whl 2.2 MB Sep 10, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-32	Details
penaltyblog-1.12.1-cp314-cp314t-musllinux_1_2_x86_64.whl 5.8 MB Sep 10, 2026	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-64	Details
penaltyblog-1.12.1-cp314-cp314t-musllinux_1_2_aarch64.whl 5.7 MB Sep 10, 2026	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ ARM64	Details
penaltyblog-1.12.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 5.8 MB Sep 10, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
penaltyblog-1.12.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 5.9 MB Sep 10, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
penaltyblog-1.12.1-cp314-cp314t-macosx_11_0_arm64.whl 2.3 MB Sep 10, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 11.0+ ARM64	Details
penaltyblog-1.12.1-cp314-cp314t-macosx_10_15_x86_64.whl 2.3 MB Sep 10, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 10.15+ x86-64	Details
penaltyblog-1.12.1-cp314-cp314-win_amd64.whl 2.3 MB Sep 10, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
penaltyblog-1.12.1-cp314-cp314-win32.whl 2.1 MB Sep 10, 2026	CPython 3.14	CPython 3.14	Windows x86-32	Details
penaltyblog-1.12.1-cp314-cp314-musllinux_1_2_x86_64.whl 5.8 MB Sep 10, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
penaltyblog-1.12.1-cp314-cp314-musllinux_1_2_aarch64.whl 5.7 MB Sep 10, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details
penaltyblog-1.12.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 5.9 MB Sep 10, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
penaltyblog-1.12.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 5.8 MB Sep 10, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
penaltyblog-1.12.1-cp314-cp314-macosx_11_0_arm64.whl 2.3 MB Sep 10, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
penaltyblog-1.12.1-cp314-cp314-macosx_10_15_x86_64.whl 2.3 MB Sep 10, 2026	CPython 3.14	CPython 3.14	macOS 10.15+ x86-64	Details
penaltyblog-1.12.1-cp313-cp313-win_amd64.whl 2.2 MB Sep 10, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
penaltyblog-1.12.1-cp313-cp313-win32.whl 2.1 MB Sep 10, 2026	CPython 3.13	CPython 3.13	Windows x86-32	Details
penaltyblog-1.12.1-cp313-cp313-musllinux_1_2_x86_64.whl 5.9 MB Sep 10, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
penaltyblog-1.12.1-cp313-cp313-musllinux_1_2_aarch64.whl 5.7 MB Sep 10, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details
penaltyblog-1.12.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 5.9 MB Sep 10, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
penaltyblog-1.12.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 5.8 MB Sep 10, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64, Linux glibc 2.28+ ARM64	Details
penaltyblog-1.12.1-cp313-cp313-macosx_11_0_arm64.whl 2.3 MB Sep 10, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
penaltyblog-1.12.1-cp313-cp313-macosx_10_13_x86_64.whl 2.3 MB Sep 10, 2026	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details
penaltyblog-1.12.1-cp312-cp312-win_amd64.whl 2.2 MB Sep 10, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
penaltyblog-1.12.1-cp312-cp312-win32.whl 2.1 MB Sep 10, 2026	CPython 3.12	CPython 3.12	Windows x86-32	Details
penaltyblog-1.12.1-cp312-cp312-musllinux_1_2_x86_64.whl 5.9 MB Sep 10, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
penaltyblog-1.12.1-cp312-cp312-musllinux_1_2_aarch64.whl 5.8 MB Sep 10, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARM64	Details
penaltyblog-1.12.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 5.9 MB Sep 10, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
penaltyblog-1.12.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 5.8 MB Sep 10, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
penaltyblog-1.12.1-cp312-cp312-macosx_11_0_arm64.whl 2.3 MB Sep 10, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
penaltyblog-1.12.1-cp312-cp312-macosx_10_13_x86_64.whl 2.3 MB Sep 10, 2026	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details
penaltyblog-1.12.1-cp311-cp311-win_amd64.whl 2.2 MB Sep 10, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
penaltyblog-1.12.1-cp311-cp311-win32.whl 2.1 MB Sep 10, 2026	CPython 3.11	CPython 3.11	Windows x86-32	Details
penaltyblog-1.12.1-cp311-cp311-musllinux_1_2_x86_64.whl 5.9 MB Sep 10, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
penaltyblog-1.12.1-cp311-cp311-musllinux_1_2_aarch64.whl 5.8 MB Sep 10, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARM64	Details
penaltyblog-1.12.1-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 5.9 MB Sep 10, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
penaltyblog-1.12.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 5.9 MB Sep 10, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
penaltyblog-1.12.1-cp311-cp311-macosx_11_0_arm64.whl 2.3 MB Sep 10, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
penaltyblog-1.12.1-cp311-cp311-macosx_10_9_x86_64.whl 2.3 MB Sep 10, 2026	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details
penaltyblog-1.12.1-cp310-cp310-win_amd64.whl 2.2 MB Sep 10, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
penaltyblog-1.12.1-cp310-cp310-win32.whl 2.1 MB Sep 10, 2026	CPython 3.10	CPython 3.10	Windows x86-32	Details
penaltyblog-1.12.1-cp310-cp310-musllinux_1_2_x86_64.whl 5.8 MB Sep 10, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details
penaltyblog-1.12.1-cp310-cp310-musllinux_1_2_aarch64.whl 5.6 MB Sep 10, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ ARM64	Details
penaltyblog-1.12.1-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 5.7 MB Sep 10, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
penaltyblog-1.12.1-cp310-cp310-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl 5.7 MB Sep 10, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.28+ ARM64, Linux glibc 2.17+ ARM64	Details
penaltyblog-1.12.1-cp310-cp310-macosx_11_0_arm64.whl 2.3 MB Sep 10, 2026	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
penaltyblog-1.12.1-cp310-cp310-macosx_10_9_x86_64.whl 2.3 MB Sep 10, 2026	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details

Total release size:259.9 MB

Release files / penaltyblog-1.12.1.tar.gz

Download URL	penaltyblog-1.12.1.tar.gz
Size	1.6 MB
Tags	Source
SHA-256 checksum How to use checksums	`0667b12b2d66428f79f2d23c742962966e93016a7332c8b396acec41e993f510`
BLAKE2b-256 checksum How to use checksums	`7649b55335b1501bd5d5eddd0c52a067c970ff2df85d85d7bcad1eac36b61f8b`
Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/15ebb8a299fa75524ac57e32f3778f174bd5b42b/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1.tar.gz
SHA-256 checksum: 0667b12b2d66428f79f2d23c742962966e93016a7332c8b396acec41e993f510 Verifying attestations

Release files / penaltyblog-1.12.1-cp315-cp315t-win_amd64.whl

Download URL	penaltyblog-1.12.1-cp315-cp315t-win_amd64.whl
Size	2.3 MB
Tags	CPython 3.15 CPython 3.15 free-threading Windows x86-64
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BLAKE2b-256 checksum How to use checksums	`8df89ea1929876ab94c2de0c90ccf10cdc204a560448ca16fc1a87c5ebdce5d5`
Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/15ebb8a299fa75524ac57e32f3778f174bd5b42b/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1-cp315-cp315t-win_amd64.whl
SHA-256 checksum: b1090beb5ac8d7704ee86162f8b2519a558f4a4946924fd3b433f0124f2251d2 Verifying attestations

Release files / penaltyblog-1.12.1-cp315-cp315t-win32.whl

Download URL	penaltyblog-1.12.1-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	`0a92491b2c077344fae32b398d96101ce4a57ae57d1d3bf3ed52406e44731aea`
BLAKE2b-256 checksum How to use checksums	`47a61ceff316ac043dccbe9938c0833764cfa2cc03545b8a87890d3a062e5731`
Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/15ebb8a299fa75524ac57e32f3778f174bd5b42b/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1-cp315-cp315t-win32.whl
SHA-256 checksum: 0a92491b2c077344fae32b398d96101ce4a57ae57d1d3bf3ed52406e44731aea Verifying attestations

Release files / penaltyblog-1.12.1-cp315-cp315t-musllinux_1_2_x86_64.whl

Download URL	penaltyblog-1.12.1-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	`ebbf90f2094ca0028f87b42729c30031f9ee89c3da608ce819c2c7c86f3996b6`
BLAKE2b-256 checksum How to use checksums	`1de604bb0df8138ff760a4b22ed04c720a32f07bdc7642dff405eb69fb6ca2b1`
Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/15ebb8a299fa75524ac57e32f3778f174bd5b42b/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1-cp315-cp315t-musllinux_1_2_x86_64.whl
SHA-256 checksum: ebbf90f2094ca0028f87b42729c30031f9ee89c3da608ce819c2c7c86f3996b6 Verifying attestations

Release files / penaltyblog-1.12.1-cp315-cp315t-musllinux_1_2_aarch64.whl

Download URL	penaltyblog-1.12.1-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	`42a56c6a98366aff21cdcdd5bc978a10e53d0621690d6ff52385bdd85d837829`
BLAKE2b-256 checksum How to use checksums	`2937d023a54cce89911883a1e48c986df0c40edb579540a61a2ca183d5f37bd4`
Upload date	Sep 10, 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
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Release files / penaltyblog-1.12.1-cp315-cp315t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Release files / penaltyblog-1.12.1-cp315-cp315t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Provenance

Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Artifact

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Release files / penaltyblog-1.12.1-cp315-cp315t-macosx_10_15_x86_64.whl

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Provenance

Identity

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Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Artifact

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Release files / penaltyblog-1.12.1-cp315-cp315-win_amd64.whl

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Provenance

Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Artifact

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Provenance

Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Artifact

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Release files / penaltyblog-1.12.1-cp315-cp315-musllinux_1_2_x86_64.whl

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Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Artifact

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Release files / penaltyblog-1.12.1-cp315-cp315-musllinux_1_2_aarch64.whl

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Release files / penaltyblog-1.12.1-cp315-cp315-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Release files / penaltyblog-1.12.1-cp315-cp315-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Release files / penaltyblog-1.12.1-cp315-cp315-macosx_10_15_x86_64.whl

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Provenance

Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Artifact

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Provenance

Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Artifact

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Release files / penaltyblog-1.12.1-cp314-cp314t-win32.whl

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Provenance

Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Artifact

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Release files / penaltyblog-1.12.1-cp314-cp314t-musllinux_1_2_x86_64.whl

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Provenance

Identity

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Publishing repository: github.com/martineastwood/penaltyblog
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Artifact

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Release files / penaltyblog-1.12.1-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Release files / penaltyblog-1.12.1-cp314-cp314t-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Provenance

Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Artifact

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Release files / penaltyblog-1.12.1-cp314-cp314t-macosx_10_15_x86_64.whl

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Provenance

Identity

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Artifact

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Release files / penaltyblog-1.12.1-cp314-cp314-win_amd64.whl

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Provenance

Identity

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Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Artifact

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Release files / penaltyblog-1.12.1-cp314-cp314-win32.whl

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Identity

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Artifact

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Release files / penaltyblog-1.12.1-cp314-cp314-musllinux_1_2_x86_64.whl

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Release files / penaltyblog-1.12.1-cp314-cp314-musllinux_1_2_aarch64.whl

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Provenance

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Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Release files / penaltyblog-1.12.1-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Release files / penaltyblog-1.12.1-cp314-cp314-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Release files / penaltyblog-1.12.1-cp314-cp314-macosx_11_0_arm64.whl

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Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Artifact

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Release files / penaltyblog-1.12.1-cp314-cp314-macosx_10_15_x86_64.whl

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Provenance

Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Artifact

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Release files / penaltyblog-1.12.1-cp313-cp313-win_amd64.whl

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Provenance

Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Artifact

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SHA-256 checksum: a0af2412a6d62a1dec28c68474ef78e15d5b3336fa572b176b3815dc26021a4f Verifying attestations

Release files / penaltyblog-1.12.1-cp313-cp313-win32.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Artifact

Subject: penaltyblog-1.12.1-cp313-cp313-win32.whl
SHA-256 checksum: 09f836e49a34ece6b2f74055f5d05c03719c2ef217f0c6ccbe1105586a58dde0 Verifying attestations

Release files / penaltyblog-1.12.1-cp313-cp313-musllinux_1_2_x86_64.whl

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Size	5.9 MB
Tags	CPython 3.13 Linux musl 1.2+ x86-64
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Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

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Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1-cp313-cp313-musllinux_1_2_x86_64.whl
SHA-256 checksum: aa3725241aacc54a55a8d50ddfc62b04699208db638c696ed0a7e68d6031cea5 Verifying attestations

Release files / penaltyblog-1.12.1-cp313-cp313-musllinux_1_2_aarch64.whl

Download URL	penaltyblog-1.12.1-cp313-cp313-musllinux_1_2_aarch64.whl
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Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

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Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1-cp313-cp313-musllinux_1_2_aarch64.whl
SHA-256 checksum: fc8d14b34199b24beea909b46d781e25892bf15b12a87b7e3020d49810a17df0 Verifying attestations

Release files / penaltyblog-1.12.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

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Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 5258d00c3b46d39b67b4fa9432a3cb45373fbe92685ba62f985d19556a43feaf Verifying attestations

Release files / penaltyblog-1.12.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

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Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1-cp313-cp313-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 77ba241be5522bfdabd65b15147cdf14ef684fb6d91edf3885bc996f47da7fa3 Verifying attestations

Release files / penaltyblog-1.12.1-cp313-cp313-macosx_11_0_arm64.whl

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Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

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Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1-cp313-cp313-macosx_11_0_arm64.whl
SHA-256 checksum: 936feff5f0656362782b66903ce082f5d486c37b663a81ed4948a942d15b36f4 Verifying attestations

Release files / penaltyblog-1.12.1-cp313-cp313-macosx_10_13_x86_64.whl

Download URL	penaltyblog-1.12.1-cp313-cp313-macosx_10_13_x86_64.whl
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Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

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Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1-cp313-cp313-macosx_10_13_x86_64.whl
SHA-256 checksum: 47f502060fe417d8842769279f3a19ed8d919d40fd496d5d6f880891dd579929 Verifying attestations

Release files / penaltyblog-1.12.1-cp312-cp312-win_amd64.whl

Download URL	penaltyblog-1.12.1-cp312-cp312-win_amd64.whl
Size	2.2 MB
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Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

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Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1-cp312-cp312-win_amd64.whl
SHA-256 checksum: 662b42391c4d77959d23a882167b7abd69900ccef849899f672686567802afbd Verifying attestations

Release files / penaltyblog-1.12.1-cp312-cp312-win32.whl

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Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

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Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1-cp312-cp312-win32.whl
SHA-256 checksum: 3ee63a13c9ce627cbe5503f0985439d23ac8cb8876e9646a820c73f8e51fb419 Verifying attestations

Release files / penaltyblog-1.12.1-cp312-cp312-musllinux_1_2_x86_64.whl

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Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

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Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1-cp312-cp312-musllinux_1_2_x86_64.whl
SHA-256 checksum: ef55e2dc22036f6bf6a13759e75f463080384e142c6ff9b44b6a9ac3d53085b3 Verifying attestations

Release files / penaltyblog-1.12.1-cp312-cp312-musllinux_1_2_aarch64.whl

Download URL	penaltyblog-1.12.1-cp312-cp312-musllinux_1_2_aarch64.whl
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Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/15ebb8a299fa75524ac57e32f3778f174bd5b42b/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1-cp312-cp312-musllinux_1_2_aarch64.whl
SHA-256 checksum: dd7d88add6d34c6cbeabaed453853d6604775b6adcaf09da20f4cafe3ba3c74c Verifying attestations

Release files / penaltyblog-1.12.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/15ebb8a299fa75524ac57e32f3778f174bd5b42b/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 9af3cc038f9858e48b82348b62051686716d21468c9531dba79dfc858686385c Verifying attestations

Release files / penaltyblog-1.12.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

Download URL	penaltyblog-1.12.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
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Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/15ebb8a299fa75524ac57e32f3778f174bd5b42b/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1-cp312-cp312-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 3edffb6351ef0be08f710f06594022d77c597b1b60a2c45c31499415bba8576f Verifying attestations

Release files / penaltyblog-1.12.1-cp312-cp312-macosx_11_0_arm64.whl

Download URL	penaltyblog-1.12.1-cp312-cp312-macosx_11_0_arm64.whl
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Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/15ebb8a299fa75524ac57e32f3778f174bd5b42b/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1-cp312-cp312-macosx_11_0_arm64.whl
SHA-256 checksum: fd7cab2a222885654b8292abe881a703a8f92778c678403f1634283d28dcbc2c Verifying attestations

Release files / penaltyblog-1.12.1-cp312-cp312-macosx_10_13_x86_64.whl

Download URL	penaltyblog-1.12.1-cp312-cp312-macosx_10_13_x86_64.whl
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Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/15ebb8a299fa75524ac57e32f3778f174bd5b42b/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1-cp312-cp312-macosx_10_13_x86_64.whl
SHA-256 checksum: 4c111f39d3f8cd2152442237e60d626d88a468aba49b2a662a5d6497f3fd09aa Verifying attestations

Release files / penaltyblog-1.12.1-cp311-cp311-win_amd64.whl

Download URL	penaltyblog-1.12.1-cp311-cp311-win_amd64.whl
Size	2.2 MB
Tags	CPython 3.11 Windows x86-64
SHA-256 checksum How to use checksums	`6e9329da8e639160fafbe24a8c2080b3f840d61f96a15cbb8e99835b53632b68`
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Upload date	Sep 10, 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/15ebb8a299fa75524ac57e32f3778f174bd5b42b

Workflow

Publishing configuration: github.com/martineastwood/penaltyblog/blob/15ebb8a299fa75524ac57e32f3778f174bd5b42b/.github/workflows/publish.yml
Publishing logs: github.com/martineastwood/penaltyblog/actions/runs/34479268354/attempts/1

Artifact

Subject: penaltyblog-1.12.1-cp311-cp311-win_amd64.whl
SHA-256 checksum: 6e9329da8e639160fafbe24a8c2080b3f840d61f96a15cbb8e99835b53632b68 Verifying attestations

Release files / penaltyblog-1.12.1-cp311-cp311-win32.whl

Download URL	penaltyblog-1.12.1-cp311-cp311-win32.whl
Size	2.1 MB
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Publishing platform: GitHub Actions
Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Provenance

Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Provenance

Identity

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Release files / penaltyblog-1.12.1-cp311-cp311-manylinux2014_aarch64.manylinux_2_17_aarch64.manylinux_2_28_aarch64.whl

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Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Provenance

Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Identity

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Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Artifact

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Identity

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Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Provenance

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Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Provenance

Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Release files / penaltyblog-1.12.1-cp310-cp310-macosx_10_9_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

Provenance

Identity

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Publishing repository: github.com/martineastwood/penaltyblog
Publishing commit: github.com/martineastwood/penaltyblog/tree/15ebb8a299fa75524ac57e32f3778f174bd5b42b

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Artifact

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