DidgeLab

1. Introduction
2. Related works
3. Getting Started
- 3.1 Installation
- 3.2 Documentation
4. Developer Instructions
5. Source code overview
6. Licensing

1. Introduction

DidgeLab is a free open-source toolkit to compute didgeridoo geometries. Traditionally, building a didgeridoo is a random process: builders know how geometry influences the sound, but the exact sonic properties can only be determined after the instrument is built. DidgeLab helps by first defining the desired sound and then computing a geometry that (in simulation) achieves it.

It provides:

Acoustical simulation — Compute resonant frequencies and impedance spectra for a given didgeridoo geometry. This is similar in spirit to Didgmo and DidjiImp.
Computational evolution — Search for bore shapes that meet target sonic properties (e.g. drone in D, toots in F, G, B). This is inspired by the work of Frank Geipel (Computer-Aided Didgeridoo Sound Design, CADSD).

So the first part takes a geometry and predicts its sound; the second takes a target sound and searches for a matching geometry. To the best of our knowledge, DidgeLab is the first open toolkit that implements this inverse design.

The software is a Python toolkit rather than a point-and-click app: you use it from scripts or Jupyter notebooks. There is no graphical user interface. You need Python skills to use it.

If you are not into Python programming, I suggest you use the web-based software didgelab.com.

Frank Geipel — Computer-Aided Didgeridoo Sound Design (CADSD). DidgeLab’s approach is based on our reading of his ideas and descriptions.
Dan Mapes-Riordan (1991) — Horn Modeling with Conical and Cylindrical Transmission Line Elements. Foundation for the transmission-line acoustical model.
Andrea Ferroni (YouTube) — Didgeridoo acoustics and playing; e.g. DIDGMO explanation, backpressure, cylindrical vs conical bore.
Didgmo / Didjimp — Existing tools for didgeridoo sound design; used here as a reference (DidgeLab’s impedance spectra match when given the same geometry).

3. Getting Started

3.1 Installation

Prerequisites

Python 3.8+ (Conda or venv recommended)
Optional: Cython and a C compiler for the fast simulation backend

Use Pip Package

pip install didgelab

3.2 Documentation

Here is an overview of the available documentation. The best place to get started are the tutorials:

4. Developer Instructions

4.1 Compile from source

If you use the pip package, you do not need to compile it from source.

Clone the repository and go to the project directory:
```
git clone https://github.com/jnehring/didge-lab/
cd didge-lab
```
(Or download and unzip the source.)

Create and activate a Conda environment:

conda create -n didgelab python=3.8
conda activate didgelab

Install the package (from the repository root; this builds the Cython extension and installs didgelab):
```
pip install -e .
```
Dependencies (NumPy, Cython, etc.) are installed as build/install dependencies. For a non-editable install: pip install .
Run a quick check (e.g. a script or notebook that runs a simulation and prints a small impedance table). If you see a frequency/impedance/note table, the installation is working.

4.2 Unit Tests (pytest)

From the repository root:

pytest

Tests live in src/tests/. To run a subset:

pytest src/tests/test_geo.py
pytest src/tests/test_KigaliShape.py -v

Some tests mock the Cython simulation backend so they run without building it; others require the full install (including the compiled _cadsd extension). Use the same Python environment in which you installed didgelab.

4.3 Building the Python package

Editable install (recommended for development)
From the repo root:
```
pip install -e .
```
Changes in src/didgelab are picked up without reinstalling.
Regular install
```
pip install .
```
Rebuild after changing Cython code
Reinstall so the extension is recompiled:
```
pip install -e . --no-build-isolation
```
Or pip install -e . --force-reinstall if needed. A C compiler and Cython are required; see Cython docs for your OS.
Source distribution and wheel
```
pip install build
python -m build
```
Outputs go to dist/ (e.g. pip install dist/didgelab-*.whl).
Tutorials in examples/tutorials/ walk through acoustical simulation, shape parameters, and evolution.
The didgelab package is documented with module and function/class docstrings; use help() in Python or read the source.

4.4 Build Documentation

API documentation (pdoc)
Use pdoc to generate API docs from docstrings. From the repo root, ensure the local package is used (e.g. after pip install -e . or with PYTHONPATH=src).

Development — live preview
Serve docs locally and reload as you edit:
```
pip install pdoc
PYTHONPATH=src pdoc src/didgelab --http 8080
```
Open http://localhost:8080. Stop with Ctrl+C.
Render static HTML
Write the API docs into a folder (e.g. for deployment or offline use):
```
pip install pdoc
PYTHONPATH=src pdoc src/didgelab -o docs/html
```
Then open docs/html/index.html in a browser or serve the docs/html directory with any static file server.

5. Source code overview

didgelab — Main package:
- acoustical_simulation — Entry point for running simulation (Python or Cython backend).
- geo — Geometry class (segment list, load/save, scale, cones, volume, etc.).
- conv — Note/frequency conversion (note names, cents, wavelengths).
- fft — FFT and spectrum helpers (WAV, harmonics, fundamental, peaks).
- visualize — Plot bore profiles (2D cross-section).
- app — Global app, config, logging, publish/subscribe, services.
- sim — Simulation: sim_interface, tlm_python, tlm_cython (TLM = transmission line model).
- evo — Evolution: shapes, loss functions, mutators, evolution loop, checkpoint/loss logging.
Build — From repo root: pip install -e . (see §4.1 and §4.3).

6. Licensing

DidgeLab is published under Creative Commons BY-NC-SA 4.0:

Share — copy and redistribute in any medium or format
Adapt — remix, transform, and build upon the material

Under these terms:

Attribution — Give appropriate credit, link to the license, and indicate if changes were made.
NonCommercial — You may not use the material for commercial purposes.
ShareAlike — If you remix or build upon the material, you must distribute your contributions under the same license.
No additional restrictions — Do not apply legal or technical measures that restrict others from doing what the license permits.

Metadata

Release files for didgelab 3.0.21

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

Source distribution (sdist)

Source distribution for didgelab 3.0.21
File	Size	Uploaded
didgelab-3.0.21.tar.gz	4.6 MB	Aug 24, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for didgelab 3.0.21
File	Interpreter	ABI	Platform	Reset
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didgelab-3.0.21-cp314-cp314t-win32.whl 358.1 kB Aug 24, 2026	CPython 3.14	CPython 3.14 free-threading	Windows x86-32	Details
didgelab-3.0.21-cp314-cp314t-musllinux_1_2_x86_64.whl 816.5 kB Aug 24, 2026	CPython 3.14	CPython 3.14 free-threading	Linux musl 1.2+ x86-64	Details
didgelab-3.0.21-cp314-cp314t-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 822.1 kB Aug 24, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
didgelab-3.0.21-cp314-cp314t-macosx_11_0_arm64.whl 379.2 kB Aug 24, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 11.0+ ARM64	Details
didgelab-3.0.21-cp314-cp314t-macosx_10_15_x86_64.whl 379.3 kB Aug 24, 2026	CPython 3.14	CPython 3.14 free-threading	macOS 10.15+ x86-64	Details
didgelab-3.0.21-cp314-cp314-win_amd64.whl 364.4 kB Aug 24, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
didgelab-3.0.21-cp314-cp314-win32.whl 352.7 kB Aug 24, 2026	CPython 3.14	CPython 3.14	Windows x86-32	Details
didgelab-3.0.21-cp314-cp314-musllinux_1_2_x86_64.whl 819.3 kB Aug 24, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
didgelab-3.0.21-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 818.0 kB Aug 24, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
didgelab-3.0.21-cp314-cp314-macosx_11_0_arm64.whl 373.8 kB Aug 24, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
didgelab-3.0.21-cp314-cp314-macosx_10_15_x86_64.whl 374.5 kB Aug 24, 2026	CPython 3.14	CPython 3.14	macOS 10.15+ x86-64	Details
didgelab-3.0.21-cp313-cp313-win_amd64.whl 363.2 kB Aug 24, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
didgelab-3.0.21-cp313-cp313-win32.whl 351.4 kB Aug 24, 2026	CPython 3.13	CPython 3.13	Windows x86-32	Details
didgelab-3.0.21-cp313-cp313-musllinux_1_2_x86_64.whl 823.5 kB Aug 24, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
didgelab-3.0.21-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 822.8 kB Aug 24, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
didgelab-3.0.21-cp313-cp313-macosx_11_0_arm64.whl 373.2 kB Aug 24, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
didgelab-3.0.21-cp313-cp313-macosx_10_13_x86_64.whl 374.4 kB Aug 24, 2026	CPython 3.13	CPython 3.13	macOS 10.13+ x86-64	Details
didgelab-3.0.21-cp312-cp312-win_amd64.whl 363.3 kB Aug 24, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
didgelab-3.0.21-cp312-cp312-win32.whl 351.5 kB Aug 24, 2026	CPython 3.12	CPython 3.12	Windows x86-32	Details
didgelab-3.0.21-cp312-cp312-musllinux_1_2_x86_64.whl 824.5 kB Aug 24, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
didgelab-3.0.21-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 827.6 kB Aug 24, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
didgelab-3.0.21-cp312-cp312-macosx_11_0_arm64.whl 373.9 kB Aug 24, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
didgelab-3.0.21-cp312-cp312-macosx_10_13_x86_64.whl 375.2 kB Aug 24, 2026	CPython 3.12	CPython 3.12	macOS 10.13+ x86-64	Details
didgelab-3.0.21-cp311-cp311-win_amd64.whl 364.0 kB Aug 24, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
didgelab-3.0.21-cp311-cp311-win32.whl 352.0 kB Aug 24, 2026	CPython 3.11	CPython 3.11	Windows x86-32	Details
didgelab-3.0.21-cp311-cp311-musllinux_1_2_x86_64.whl 837.4 kB Aug 24, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
didgelab-3.0.21-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 833.8 kB Aug 24, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
didgelab-3.0.21-cp311-cp311-macosx_11_0_arm64.whl 374.0 kB Aug 24, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
didgelab-3.0.21-cp311-cp311-macosx_10_9_x86_64.whl 375.3 kB Aug 24, 2026	CPython 3.11	CPython 3.11	macOS 10.9+ x86-64	Details
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didgelab-3.0.21-cp310-cp310-win32.whl 352.6 kB Aug 24, 2026	CPython 3.10	CPython 3.10	Windows x86-32	Details
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didgelab-3.0.21-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 806.8 kB Aug 24, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.28+ x86-64, Linux glibc 2.17+ x86-64	Details
didgelab-3.0.21-cp310-cp310-macosx_11_0_arm64.whl 374.6 kB Aug 24, 2026	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
didgelab-3.0.21-cp310-cp310-macosx_10_9_x86_64.whl 376.0 kB Aug 24, 2026	CPython 3.10	CPython 3.10	macOS 10.9+ x86-64	Details
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didgelab-3.0.21-cp39-cp39-win32.whl 352.8 kB Aug 24, 2026	CPython 3.9	CPython 3.9	Windows x86-32	Details
didgelab-3.0.21-cp39-cp39-musllinux_1_2_x86_64.whl 809.4 kB Aug 24, 2026	CPython 3.9	CPython 3.9	Linux musl 1.2+ x86-64	Details
didgelab-3.0.21-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl 805.6 kB Aug 24, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.17+ x86-64, Linux glibc 2.28+ x86-64	Details
didgelab-3.0.21-cp39-cp39-macosx_11_0_arm64.whl 375.0 kB Aug 24, 2026	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details
didgelab-3.0.21-cp39-cp39-macosx_10_9_x86_64.whl 376.4 kB Aug 24, 2026	CPython 3.9	CPython 3.9	macOS 10.9+ x86-64	Details

Total release size: 26.4 MB

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Subject: didgelab-3.0.21-cp314-cp314t-macosx_11_0_arm64.whl
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Release files / didgelab-3.0.21-cp314-cp314t-macosx_10_15_x86_64.whl

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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

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Artifact

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SHA-256 checksum: 9352b5d61ebca86b48267bdcbf88b296b298c1d0a41c1f821dc7a46f508b6cfa Verifying attestations

Release files / didgelab-3.0.21-cp314-cp314-win_amd64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

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Artifact

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Release files / didgelab-3.0.21-cp314-cp314-win32.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

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Artifact

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Release files / didgelab-3.0.21-cp314-cp314-musllinux_1_2_x86_64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

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Artifact

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Release files / didgelab-3.0.21-cp314-cp314-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

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Artifact

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Release files / didgelab-3.0.21-cp314-cp314-macosx_11_0_arm64.whl

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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

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Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

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Release files / didgelab-3.0.21-cp314-cp314-macosx_10_15_x86_64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

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Artifact

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Release files / didgelab-3.0.21-cp313-cp313-win_amd64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

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Artifact

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Release files / didgelab-3.0.21-cp313-cp313-win32.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

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Artifact

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Release files / didgelab-3.0.21-cp313-cp313-musllinux_1_2_x86_64.whl

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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

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Artifact

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Release files / didgelab-3.0.21-cp313-cp313-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

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Artifact

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SHA-256 checksum: 5ef43d859e7dee3295b4dc20f3162a5d67a0ca88bcbd0d7270093ffd4f686778 Verifying attestations

Release files / didgelab-3.0.21-cp313-cp313-macosx_11_0_arm64.whl

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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

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Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

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Release files / didgelab-3.0.21-cp313-cp313-macosx_10_13_x86_64.whl

Download URL	didgelab-3.0.21-cp313-cp313-macosx_10_13_x86_64.whl
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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

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Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

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Release files / didgelab-3.0.21-cp312-cp312-win_amd64.whl

Download URL	didgelab-3.0.21-cp312-cp312-win_amd64.whl
Size	363.3 kB
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Upload date	Aug 24, 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/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

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Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

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SHA-256 checksum: acdc1081ab91b22e395bc9f331fc035375a162b890c462583158d37f9b8ab6b6 Verifying attestations

Release files / didgelab-3.0.21-cp312-cp312-win32.whl

Download URL	didgelab-3.0.21-cp312-cp312-win32.whl
Size	351.5 kB
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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

Publishing configuration: github.com/Didgitaldoo/didge-lab/blob/9953abeb8981b45d879c23f7c0d92baa5c87d709/.github/workflows/build-and-release.yml
Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

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SHA-256 checksum: eed1fbb1915ff8a022feb28d501ca71f6ae5d1f818ba39bcf64ec0d21050c3fe Verifying attestations

Release files / didgelab-3.0.21-cp312-cp312-musllinux_1_2_x86_64.whl

Download URL	didgelab-3.0.21-cp312-cp312-musllinux_1_2_x86_64.whl
Size	824.5 kB
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Upload date	Aug 24, 2026
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Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

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Artifact

Subject: didgelab-3.0.21-cp312-cp312-musllinux_1_2_x86_64.whl
SHA-256 checksum: 0761bcbbd237381e9d92dfd9f155064e399ba815eb754bdcdb2f918504fd1f67 Verifying attestations

Release files / didgelab-3.0.21-cp312-cp312-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

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Artifact

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Release files / didgelab-3.0.21-cp312-cp312-macosx_11_0_arm64.whl

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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

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Artifact

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Release files / didgelab-3.0.21-cp312-cp312-macosx_10_13_x86_64.whl

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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

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Artifact

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Release files / didgelab-3.0.21-cp311-cp311-win_amd64.whl

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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

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Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

Subject: didgelab-3.0.21-cp311-cp311-win_amd64.whl
SHA-256 checksum: d54ca50d1096950b9cee3857d27b7f953a450e70e7f31a4ec832825343b48142 Verifying attestations

Release files / didgelab-3.0.21-cp311-cp311-win32.whl

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Size	352.0 kB
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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

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Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

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Release files / didgelab-3.0.21-cp311-cp311-musllinux_1_2_x86_64.whl

Download URL	didgelab-3.0.21-cp311-cp311-musllinux_1_2_x86_64.whl
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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

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Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

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Release files / didgelab-3.0.21-cp311-cp311-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

Publishing configuration: github.com/Didgitaldoo/didge-lab/blob/9953abeb8981b45d879c23f7c0d92baa5c87d709/.github/workflows/build-and-release.yml
Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

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SHA-256 checksum: cd47304ce03ab82e97cc6791df40a73c0b32ab7b03111d4dba24108b1667a8f7 Verifying attestations

Release files / didgelab-3.0.21-cp311-cp311-macosx_11_0_arm64.whl

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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

Publishing configuration: github.com/Didgitaldoo/didge-lab/blob/9953abeb8981b45d879c23f7c0d92baa5c87d709/.github/workflows/build-and-release.yml
Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

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Release files / didgelab-3.0.21-cp311-cp311-macosx_10_9_x86_64.whl

Download URL	didgelab-3.0.21-cp311-cp311-macosx_10_9_x86_64.whl
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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

Publishing configuration: github.com/Didgitaldoo/didge-lab/blob/9953abeb8981b45d879c23f7c0d92baa5c87d709/.github/workflows/build-and-release.yml
Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

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Release files / didgelab-3.0.21-cp310-cp310-win_amd64.whl

Download URL	didgelab-3.0.21-cp310-cp310-win_amd64.whl
Size	364.1 kB
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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

Publishing configuration: github.com/Didgitaldoo/didge-lab/blob/9953abeb8981b45d879c23f7c0d92baa5c87d709/.github/workflows/build-and-release.yml
Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

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Release files / didgelab-3.0.21-cp310-cp310-win32.whl

Download URL	didgelab-3.0.21-cp310-cp310-win32.whl
Size	352.6 kB
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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

Publishing configuration: github.com/Didgitaldoo/didge-lab/blob/9953abeb8981b45d879c23f7c0d92baa5c87d709/.github/workflows/build-and-release.yml
Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

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Release files / didgelab-3.0.21-cp310-cp310-musllinux_1_2_x86_64.whl

Download URL	didgelab-3.0.21-cp310-cp310-musllinux_1_2_x86_64.whl
Size	811.1 kB
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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

Publishing configuration: github.com/Didgitaldoo/didge-lab/blob/9953abeb8981b45d879c23f7c0d92baa5c87d709/.github/workflows/build-and-release.yml
Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

Subject: didgelab-3.0.21-cp310-cp310-musllinux_1_2_x86_64.whl
SHA-256 checksum: 6971a27f6e4c0e42835400e195442874aace7d18c598547cab4dc2cab60f8ebe Verifying attestations

Release files / didgelab-3.0.21-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	didgelab-3.0.21-cp310-cp310-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

Publishing configuration: github.com/Didgitaldoo/didge-lab/blob/9953abeb8981b45d879c23f7c0d92baa5c87d709/.github/workflows/build-and-release.yml
Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

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SHA-256 checksum: fded53a1bed1eec87025a5b5c81ad80bae0166220941506a529afa9037415dce Verifying attestations

Release files / didgelab-3.0.21-cp310-cp310-macosx_11_0_arm64.whl

Download URL	didgelab-3.0.21-cp310-cp310-macosx_11_0_arm64.whl
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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

Publishing configuration: github.com/Didgitaldoo/didge-lab/blob/9953abeb8981b45d879c23f7c0d92baa5c87d709/.github/workflows/build-and-release.yml
Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

Subject: didgelab-3.0.21-cp310-cp310-macosx_11_0_arm64.whl
SHA-256 checksum: fb0449fd754cfab126e02d83eeb6a4346ec950d40c67532474f942c289c1b2fd Verifying attestations

Release files / didgelab-3.0.21-cp310-cp310-macosx_10_9_x86_64.whl

Download URL	didgelab-3.0.21-cp310-cp310-macosx_10_9_x86_64.whl
Size	376.0 kB
Tags	CPython 3.10 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`cd134e2d061dddb62ea62bcf7518a94c5ed9a5204bb3ec912daf7f7d0f4f54b0`
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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

Publishing configuration: github.com/Didgitaldoo/didge-lab/blob/9953abeb8981b45d879c23f7c0d92baa5c87d709/.github/workflows/build-and-release.yml
Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

Subject: didgelab-3.0.21-cp310-cp310-macosx_10_9_x86_64.whl
SHA-256 checksum: cd134e2d061dddb62ea62bcf7518a94c5ed9a5204bb3ec912daf7f7d0f4f54b0 Verifying attestations

Release files / didgelab-3.0.21-cp39-cp39-win_amd64.whl

Download URL	didgelab-3.0.21-cp39-cp39-win_amd64.whl
Size	364.4 kB
Tags	CPython 3.9 Windows x86-64
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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

Publishing configuration: github.com/Didgitaldoo/didge-lab/blob/9953abeb8981b45d879c23f7c0d92baa5c87d709/.github/workflows/build-and-release.yml
Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

Subject: didgelab-3.0.21-cp39-cp39-win_amd64.whl
SHA-256 checksum: 2f6e3be66e1b4aaa470099974c6a8d56ba4cbf9be4322c9ab523c73f5721b56b Verifying attestations

Release files / didgelab-3.0.21-cp39-cp39-win32.whl

Download URL	didgelab-3.0.21-cp39-cp39-win32.whl
Size	352.8 kB
Tags	CPython 3.9 Windows x86-32
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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

Publishing configuration: github.com/Didgitaldoo/didge-lab/blob/9953abeb8981b45d879c23f7c0d92baa5c87d709/.github/workflows/build-and-release.yml
Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

Subject: didgelab-3.0.21-cp39-cp39-win32.whl
SHA-256 checksum: 008589252131bf9ac47410ff4e9316952247f3f936d746af6e7a7182e6008b34 Verifying attestations

Release files / didgelab-3.0.21-cp39-cp39-musllinux_1_2_x86_64.whl

Download URL	didgelab-3.0.21-cp39-cp39-musllinux_1_2_x86_64.whl
Size	809.4 kB
Tags	CPython 3.9 Linux musl 1.2+ x86-64
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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

Publishing configuration: github.com/Didgitaldoo/didge-lab/blob/9953abeb8981b45d879c23f7c0d92baa5c87d709/.github/workflows/build-and-release.yml
Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

Subject: didgelab-3.0.21-cp39-cp39-musllinux_1_2_x86_64.whl
SHA-256 checksum: 5b291713f3ffbf28b681af8ad1c6bba856597973d62858572e9aee9045fca408 Verifying attestations

Release files / didgelab-3.0.21-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl

Download URL	didgelab-3.0.21-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
Size	805.6 kB
Tags	CPython 3.9 Linux glibc 2.17+ x86-64 Linux glibc 2.28+ x86-64
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Upload date	Aug 24, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/7.0.0 CPython/3.13.14`

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Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

Publishing configuration: github.com/Didgitaldoo/didge-lab/blob/9953abeb8981b45d879c23f7c0d92baa5c87d709/.github/workflows/build-and-release.yml
Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

Subject: didgelab-3.0.21-cp39-cp39-manylinux2014_x86_64.manylinux_2_17_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 9266aba4039d33eff283c68b0de1eaf6392f888a051cfd304184196b89d956fe Verifying attestations

Release files / didgelab-3.0.21-cp39-cp39-macosx_11_0_arm64.whl

Download URL	didgelab-3.0.21-cp39-cp39-macosx_11_0_arm64.whl
Size	375.0 kB
Tags	CPython 3.9 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`236b54898887cc40a75dd1c47f1e08f1ff27e66bd579ff42083d9bd1f78256dd`
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Upload date	Aug 24, 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/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

Publishing configuration: github.com/Didgitaldoo/didge-lab/blob/9953abeb8981b45d879c23f7c0d92baa5c87d709/.github/workflows/build-and-release.yml
Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

Subject: didgelab-3.0.21-cp39-cp39-macosx_11_0_arm64.whl
SHA-256 checksum: 236b54898887cc40a75dd1c47f1e08f1ff27e66bd579ff42083d9bd1f78256dd Verifying attestations

Release files / didgelab-3.0.21-cp39-cp39-macosx_10_9_x86_64.whl

Download URL	didgelab-3.0.21-cp39-cp39-macosx_10_9_x86_64.whl
Size	376.4 kB
Tags	CPython 3.9 macOS 10.9+ x86-64
SHA-256 checksum How to use checksums	`bd58928ab26f966e2aceed069decc9112711f0debbba8f434bd986439d8ee7fc`
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Upload date	Aug 24, 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/Didgitaldoo/didge-lab
Publishing commit: github.com/Didgitaldoo/didge-lab/tree/9953abeb8981b45d879c23f7c0d92baa5c87d709

Workflow

Publishing configuration: github.com/Didgitaldoo/didge-lab/blob/9953abeb8981b45d879c23f7c0d92baa5c87d709/.github/workflows/build-and-release.yml
Publishing logs: github.com/Didgitaldoo/didge-lab/actions/runs/32709526942/attempts/1

Artifact

Subject: didgelab-3.0.21-cp39-cp39-macosx_10_9_x86_64.whl
SHA-256 checksum: bd58928ab26f966e2aceed069decc9112711f0debbba8f434bd986439d8ee7fc Verifying attestations