symusic

ISMIR 2024 LBD Demo Video: YouTube Bilibili

Symusic ("Symbolic Music") is a cross-platform symbolic music toolkit for note-level MIDI and ABC workflows. The core is written in C++20 and exposed to Python through nanobind, which keeps common parsing and transformation workloads hundreds of times faster than the pure-Python stacks many MIR pipelines still rely on.

The project builds on top of minimidi for parsing, zpp_bits for fast pickling, and prestosynth for SoundFont rendering.

The canonical documentation is hosted on Read the Docs at symusic.readthedocs.io. The legacy GitHub Pages mdBook remains available at yikai-liao.github.io/symusic for historical links only.

Documentation

Read the Docs is the primary public documentation target: https://symusic.readthedocs.io/en/stable/.
The documentation source for RTD lives under docs/ and is built with Sphinx + MyST.
CHANGELOG.md tracks the current v0.6.0 work and backfills published historical releases.
The legacy mdBook stays online for historical reference but is no longer updated.
Build the docs locally via python -m venv .venv, source .venv/bin/activate, pip install -r docs/requirements.txt, and pip install . -C cmake.define.SYMUSIC_FAST_BUILD=ON before running sphinx-build -b html docs docs/_build/html.

Features

Load MIDI and ABC files with Score("path.mid") or Score("path.abc", fmt="abc").
Convert scores between tick, quarter, and second time units.
Export back to MIDI or ABC with dump_midi, dump_abc, and dumps_abc.
Compute beats, downbeats, and piano rolls for analysis and model pipelines.
Apply vectorized transformations on Score and Track objects such as shift_pitch, shift_velocity, shift_time, sort, and filter.
Serialize containers efficiently with pickle and structured NumPy exports.
Render audio through SoundFonts with Synthesizer, BuiltInSF2, BuiltInSF3, and dump_wav.

Installation

Use pre-built wheels

pip install symusic

Build from source

Make sure your system has CMake and a C++20-capable compiler, then clone the repository with submodules and install it through pip:

git clone --recursive https://github.com/Yikai-Liao/symusic
cd symusic
pip install .

Or install the source distribution from PyPI:

pip install symusic --no-binary symusic

On Windows, pip install . will prefer Ninja + MSVC when it runs inside a Visual Studio Developer shell. In a regular shell it keeps using the default Visual Studio generator.

For debugging, you can pass -Ccmake.define.MEM_LEAK_WARNING=True to pip install to enable the nanobind leak-warning instrumentation:

pip install -Ccmake.define.MEM_LEAK_WARNING=True .

Python compatibility and CI coverage

The wheel publication workflow builds CPython wheels for Python 3.9 through 3.14 across the Linux, macOS, and Windows targets listed in .github/workflows/wheel.yml, including win_arm64. PyPy wheels are currently published for pp311 on manylinux_x86_64, macosx_x86_64, and macosx_arm64.

+freethreaded variants are not tested yet. CPython 3.12 can still emit nanobind leak warnings even when the build is otherwise healthy.

Benchmark

midifile is written in C++ and can parse MIDI files to both event level and note level. It is still slowed down by iostream.
mido is written in pure Python and only parses MIDI files to event level.
pretty_midi and miditoolkit build on top of mido and expose note-level abstractions.
For libraries written in Python or with Python bindings, we use timeit to measure parse time. nanobench is used for C++ libraries and BenchmarkTools for Julia libraries.
The benchmark scripts live in symusic-benchmark.
The published chart was measured on GitHub Actions M1 runners.

Citation

@inproceedings{symusic2024,
    title={symusic: A swift and unified toolkit for symbolic music processing},
    author={Yikai Liao, Zhongqi Luo, et al.},
    booktitle={Extended Abstracts for the Late-Breaking Demo Session of the 25th International Society for Music Information Retrieval Conference},
    year={2024},
    url={https://ismir2024program.ismir.net/lbd_426.html#lbd},
}

Acknowledgement

minimidi : A fast and lightweight MIDI parsing library written in C++, which is the foundation of this project.
prestosynth : A fast SoundFont synthesizer written in C++, which powers Symusic's synthesis layer.
nanobind : An efficient and lightweight library for binding C++ to Python.
zpp_bits : A fast single-header serialization library used for pickle support.
geek_time_cpp : Example code from the book "Modern C++ Programming Practice". We use metamacro.h from it to shorten repetitive code.
utfcpp : A portable library for handling UTF-8 strings in C++.

Metadata

Release files for symusic 0.6.0

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

Source distribution (sdist)

Source distribution for symusic 0.6.0
File	Size	Uploaded
symusic-0.6.0.tar.gz	16.2 MB	Apr 8, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for symusic 0.6.0
File	Interpreter	ABI	Platform	Reset
symusic-0.6.0-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 2.6 MB Apr 8, 2026	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
symusic-0.6.0-pp311-pypy311_pp73-macosx_11_0_x86_64.whl 2.9 MB Apr 8, 2026	PyPy 3.11	PyPy 3.11 7.3	macOS 11.0+ x86-64	Details
symusic-0.6.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl 2.8 MB Apr 8, 2026	PyPy 3.11	PyPy 3.11 7.3	macOS 11.0+ ARM64	Details
symusic-0.6.0-cp314-cp314-win_arm64.whl 2.2 MB Apr 8, 2026	CPython 3.14	CPython 3.14	Windows ARM64	Details
symusic-0.6.0-cp314-cp314-win_amd64.whl 2.3 MB Apr 8, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
symusic-0.6.0-cp314-cp314-win32.whl 2.2 MB Apr 8, 2026	CPython 3.14	CPython 3.14	Windows x86-32	Details
symusic-0.6.0-cp314-cp314-musllinux_1_2_x86_64.whl 3.1 MB Apr 8, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ x86-64	Details
symusic-0.6.0-cp314-cp314-musllinux_1_2_aarch64.whl 3.1 MB Apr 8, 2026	CPython 3.14	CPython 3.14	Linux musl 1.2+ ARM64	Details
symusic-0.6.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 2.6 MB Apr 8, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.27+ x86-64, Linux glibc 2.28+ x86-64	Details
symusic-0.6.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl 2.6 MB Apr 8, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.28+ ARM64, Linux glibc 2.27+ ARM64	Details
symusic-0.6.0-cp314-cp314-macosx_11_0_x86_64.whl 3.0 MB Apr 8, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ x86-64	Details
symusic-0.6.0-cp314-cp314-macosx_11_0_arm64.whl 2.8 MB Apr 8, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
symusic-0.6.0-cp313-cp313-win_arm64.whl 2.2 MB Apr 8, 2026	CPython 3.13	CPython 3.13	Windows ARM64	Details
symusic-0.6.0-cp313-cp313-win_amd64.whl 2.2 MB Apr 8, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
symusic-0.6.0-cp313-cp313-win32.whl 2.1 MB Apr 8, 2026	CPython 3.13	CPython 3.13	Windows x86-32	Details
symusic-0.6.0-cp313-cp313-musllinux_1_2_x86_64.whl 3.1 MB Apr 8, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ x86-64	Details
symusic-0.6.0-cp313-cp313-musllinux_1_2_aarch64.whl 3.1 MB Apr 8, 2026	CPython 3.13	CPython 3.13	Linux musl 1.2+ ARM64	Details
symusic-0.6.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 2.6 MB Apr 8, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
symusic-0.6.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl 2.6 MB Apr 8, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.27+ ARM64, Linux glibc 2.28+ ARM64	Details
symusic-0.6.0-cp313-cp313-macosx_11_0_x86_64.whl 3.0 MB Apr 8, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ x86-64	Details
symusic-0.6.0-cp313-cp313-macosx_11_0_arm64.whl 2.8 MB Apr 8, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
symusic-0.6.0-cp312-cp312-win_arm64.whl 2.2 MB Apr 8, 2026	CPython 3.12	CPython 3.12	Windows ARM64	Details
symusic-0.6.0-cp312-cp312-win_amd64.whl 2.2 MB Apr 8, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
symusic-0.6.0-cp312-cp312-win32.whl 2.1 MB Apr 8, 2026	CPython 3.12	CPython 3.12	Windows x86-32	Details
symusic-0.6.0-cp312-cp312-musllinux_1_2_x86_64.whl 3.1 MB Apr 8, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ x86-64	Details
symusic-0.6.0-cp312-cp312-musllinux_1_2_aarch64.whl 3.1 MB Apr 8, 2026	CPython 3.12	CPython 3.12	Linux musl 1.2+ ARM64	Details
symusic-0.6.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 2.6 MB Apr 8, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
symusic-0.6.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl 2.6 MB Apr 8, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.27+ ARM64, Linux glibc 2.28+ ARM64	Details
symusic-0.6.0-cp312-cp312-macosx_11_0_x86_64.whl 3.0 MB Apr 8, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ x86-64	Details
symusic-0.6.0-cp312-cp312-macosx_11_0_arm64.whl 2.8 MB Apr 8, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
symusic-0.6.0-cp311-cp311-win_arm64.whl 2.2 MB Apr 8, 2026	CPython 3.11	CPython 3.11	Windows ARM64	Details
symusic-0.6.0-cp311-cp311-win_amd64.whl 2.2 MB Apr 8, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
symusic-0.6.0-cp311-cp311-win32.whl 2.1 MB Apr 8, 2026	CPython 3.11	CPython 3.11	Windows x86-32	Details
symusic-0.6.0-cp311-cp311-musllinux_1_2_x86_64.whl 3.1 MB Apr 8, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ x86-64	Details
symusic-0.6.0-cp311-cp311-musllinux_1_2_aarch64.whl 3.1 MB Apr 8, 2026	CPython 3.11	CPython 3.11	Linux musl 1.2+ ARM64	Details
symusic-0.6.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 2.6 MB Apr 8, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
symusic-0.6.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl 2.6 MB Apr 8, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.27+ ARM64, Linux glibc 2.28+ ARM64	Details
symusic-0.6.0-cp311-cp311-macosx_11_0_x86_64.whl 2.9 MB Apr 8, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ x86-64	Details
symusic-0.6.0-cp311-cp311-macosx_11_0_arm64.whl 2.8 MB Apr 8, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details
symusic-0.6.0-cp310-cp310-win_arm64.whl 2.2 MB Apr 8, 2026	CPython 3.10	CPython 3.10	Windows ARM64	Details
symusic-0.6.0-cp310-cp310-win_amd64.whl 2.2 MB Apr 8, 2026	CPython 3.10	CPython 3.10	Windows x86-64	Details
symusic-0.6.0-cp310-cp310-win32.whl 2.1 MB Apr 8, 2026	CPython 3.10	CPython 3.10	Windows x86-32	Details
symusic-0.6.0-cp310-cp310-musllinux_1_2_x86_64.whl 3.1 MB Apr 8, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ x86-64	Details
symusic-0.6.0-cp310-cp310-musllinux_1_2_aarch64.whl 3.1 MB Apr 8, 2026	CPython 3.10	CPython 3.10	Linux musl 1.2+ ARM64	Details
symusic-0.6.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 2.6 MB Apr 8, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
symusic-0.6.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl 2.6 MB Apr 8, 2026	CPython 3.10	CPython 3.10	Linux glibc 2.27+ ARM64, Linux glibc 2.28+ ARM64	Details
symusic-0.6.0-cp310-cp310-macosx_11_0_x86_64.whl 2.9 MB Apr 8, 2026	CPython 3.10	CPython 3.10	macOS 11.0+ x86-64	Details
symusic-0.6.0-cp310-cp310-macosx_11_0_arm64.whl 2.8 MB Apr 8, 2026	CPython 3.10	CPython 3.10	macOS 11.0+ ARM64	Details
symusic-0.6.0-cp39-cp39-win_arm64.whl 2.2 MB Apr 8, 2026	CPython 3.9	CPython 3.9	Windows ARM64	Details
symusic-0.6.0-cp39-cp39-win_amd64.whl 2.2 MB Apr 8, 2026	CPython 3.9	CPython 3.9	Windows x86-64	Details
symusic-0.6.0-cp39-cp39-win32.whl 2.1 MB Apr 8, 2026	CPython 3.9	CPython 3.9	Windows x86-32	Details
symusic-0.6.0-cp39-cp39-musllinux_1_2_x86_64.whl 3.1 MB Apr 8, 2026	CPython 3.9	CPython 3.9	Linux musl 1.2+ x86-64	Details
symusic-0.6.0-cp39-cp39-musllinux_1_2_aarch64.whl 3.1 MB Apr 8, 2026	CPython 3.9	CPython 3.9	Linux musl 1.2+ ARM64	Details
symusic-0.6.0-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl 2.6 MB Apr 8, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.28+ x86-64, Linux glibc 2.27+ x86-64	Details
symusic-0.6.0-cp39-cp39-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl 2.6 MB Apr 8, 2026	CPython 3.9	CPython 3.9	Linux glibc 2.27+ ARM64, Linux glibc 2.28+ ARM64	Details
symusic-0.6.0-cp39-cp39-macosx_11_0_x86_64.whl 2.9 MB Apr 8, 2026	CPython 3.9	CPython 3.9	macOS 11.0+ x86-64	Details
symusic-0.6.0-cp39-cp39-macosx_11_0_arm64.whl 2.8 MB Apr 8, 2026	CPython 3.9	CPython 3.9	macOS 11.0+ ARM64	Details

Total release size: 167.4 MB

Release files / symusic-0.6.0.tar.gz

Download URL	symusic-0.6.0.tar.gz
Size	16.2 MB
Tags	Source
SHA-256 checksum How to use checksums	`2290a4dd8adb77e6f9b66b75ee47182e426f63d34d83b8741bccc6f8bb49ceae`
BLAKE2b-256 checksum How to use checksums	`2b3538e45fe17b428548d802950656dda72f06a7619233ed874a2f354ad8f9f0`
Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

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Release files / symusic-0.6.0-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	symusic-0.6.0-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	2.6 MB
Tags	Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64 PyPy 3.11 PyPy 3.11 7.3
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

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Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

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Subject: symusic-0.6.0-pp311-pypy311_pp73-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
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Release files / symusic-0.6.0-pp311-pypy311_pp73-macosx_11_0_x86_64.whl

Download URL	symusic-0.6.0-pp311-pypy311_pp73-macosx_11_0_x86_64.whl
Size	2.9 MB
Tags	PyPy 3.11 PyPy 3.11 7.3 macOS 11.0+ x86-64
SHA-256 checksum How to use checksums	`54df74c0f49e8802c9eba11acd7c81514cc953fa39619e53530cea3cc480c5c4`
BLAKE2b-256 checksum How to use checksums	`c801c8046bb2ee92e9733ec47bb01f85c3b2d3c00059eae1a0cc83a95cc96008`
Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

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Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

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Subject: symusic-0.6.0-pp311-pypy311_pp73-macosx_11_0_x86_64.whl
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Release files / symusic-0.6.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl

Download URL	symusic-0.6.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl
Size	2.8 MB
Tags	PyPy 3.11 PyPy 3.11 7.3 macOS 11.0+ ARM64
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

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Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
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Subject: symusic-0.6.0-pp311-pypy311_pp73-macosx_11_0_arm64.whl
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Release files / symusic-0.6.0-cp314-cp314-win_arm64.whl

Download URL	symusic-0.6.0-cp314-cp314-win_arm64.whl
Size	2.2 MB
Tags	CPython 3.14 Windows ARM64
SHA-256 checksum How to use checksums	`c500d7cdfc1b36a6ab59f9527a9ad0e34ba9e46d34695fe63cef526197b9978c`
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Uploaded via	`twine/6.1.0 CPython/3.13.7`

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Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

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Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

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Subject: symusic-0.6.0-cp314-cp314-win_arm64.whl
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Release files / symusic-0.6.0-cp314-cp314-win_amd64.whl

Download URL	symusic-0.6.0-cp314-cp314-win_amd64.whl
Size	2.3 MB
Tags	CPython 3.14 Windows x86-64
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp314-cp314-win_amd64.whl
SHA-256 checksum: 9f54d5ce52d702b42d81f68a624d6e91f3113f51f2d981cf8e3dc692f2074c0e Verifying attestations

Release files / symusic-0.6.0-cp314-cp314-win32.whl

Download URL	symusic-0.6.0-cp314-cp314-win32.whl
Size	2.2 MB
Tags	CPython 3.14 Windows x86-32
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp314-cp314-win32.whl
SHA-256 checksum: 6080976098f6543d620e7a6220576196e48e3ebffb1b913f16a4d1122c144fb8 Verifying attestations

Release files / symusic-0.6.0-cp314-cp314-musllinux_1_2_x86_64.whl

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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

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Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp314-cp314-musllinux_1_2_x86_64.whl
SHA-256 checksum: 44004cccfd12ac5b4467ad4e3fe1736012d42f81c59a88cd84c4af5139fa11fe Verifying attestations

Release files / symusic-0.6.0-cp314-cp314-musllinux_1_2_aarch64.whl

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Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

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Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp314-cp314-musllinux_1_2_aarch64.whl
SHA-256 checksum: 352c5753229ebb6b8ca6cf00296101e21490ec4e206d0fef0ad37cc37b1a0a8a Verifying attestations

Release files / symusic-0.6.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	symusic-0.6.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp314-cp314-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 9d8d18b0f7464c67431f5abbff0ae26bfa520c0e4fc9b7e2e348f53b08fd4adb Verifying attestations

Release files / symusic-0.6.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl

Download URL	symusic-0.6.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp314-cp314-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 5204123dd158308396a4b8bffd846430cfd046abb90bff8a09d73e45c68a929c Verifying attestations

Release files / symusic-0.6.0-cp314-cp314-macosx_11_0_x86_64.whl

Download URL	symusic-0.6.0-cp314-cp314-macosx_11_0_x86_64.whl
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

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Release files / symusic-0.6.0-cp314-cp314-macosx_11_0_arm64.whl

Download URL	symusic-0.6.0-cp314-cp314-macosx_11_0_arm64.whl
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

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Release files / symusic-0.6.0-cp313-cp313-win_arm64.whl

Download URL	symusic-0.6.0-cp313-cp313-win_arm64.whl
Size	2.2 MB
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SHA-256 checksum How to use checksums	`9a8ef8fe1bde03e03b51c55fd621018332c64fa74b0e290bfa5d8044e53a3434`
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp313-cp313-win_arm64.whl
SHA-256 checksum: 9a8ef8fe1bde03e03b51c55fd621018332c64fa74b0e290bfa5d8044e53a3434 Verifying attestations

Release files / symusic-0.6.0-cp313-cp313-win_amd64.whl

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Size	2.2 MB
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp313-cp313-win_amd64.whl
SHA-256 checksum: f5b406d4179c583a7cf8fa699958c7da231afd0b4825958a18f3ea2b9452bbaa Verifying attestations

Release files / symusic-0.6.0-cp313-cp313-win32.whl

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Tags	CPython 3.13 Windows x86-32
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp313-cp313-win32.whl
SHA-256 checksum: 7e5371b827972d7d05cb85576e1ef8c376106f49b1614aa81c28462319c60bc5 Verifying attestations

Release files / symusic-0.6.0-cp313-cp313-musllinux_1_2_x86_64.whl

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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp313-cp313-musllinux_1_2_x86_64.whl
SHA-256 checksum: 7f19f36a7f4aece2c6b0ad3530396ea08c70c4c779afe4feec3af96a9128ca3a Verifying attestations

Release files / symusic-0.6.0-cp313-cp313-musllinux_1_2_aarch64.whl

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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp313-cp313-musllinux_1_2_aarch64.whl
SHA-256 checksum: 4cb3a3a791b82f310f6f59209ee745057787b39ad9973b59eb1890a8563ce363 Verifying attestations

Release files / symusic-0.6.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	symusic-0.6.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
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Tags	CPython 3.13 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp313-cp313-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: af1a20026d751e428430a787702d63a43453b8fcecb303618d66696d19ee4d42 Verifying attestations

Release files / symusic-0.6.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl

Download URL	symusic-0.6.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
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Tags	CPython 3.13 Linux glibc 2.27+ ARM64 Linux glibc 2.28+ ARM64
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp313-cp313-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: bc9039f04ed808271d2204475f0bd68727ec8f261fb9d5ccaa82c634a004202c Verifying attestations

Release files / symusic-0.6.0-cp313-cp313-macosx_11_0_x86_64.whl

Download URL	symusic-0.6.0-cp313-cp313-macosx_11_0_x86_64.whl
Size	3.0 MB
Tags	CPython 3.13 macOS 11.0+ x86-64
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp313-cp313-macosx_11_0_x86_64.whl
SHA-256 checksum: ea29dc9c6bc8023be4144b0ecf7ffed212b4a7ffb74517c9bd308f677b2c5d59 Verifying attestations

Release files / symusic-0.6.0-cp313-cp313-macosx_11_0_arm64.whl

Download URL	symusic-0.6.0-cp313-cp313-macosx_11_0_arm64.whl
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Tags	CPython 3.13 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`e2940f03e9d1998041f093a2c5428c08878ea7b3b9d036687d03babf7002bd2c`
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp313-cp313-macosx_11_0_arm64.whl
SHA-256 checksum: e2940f03e9d1998041f093a2c5428c08878ea7b3b9d036687d03babf7002bd2c Verifying attestations

Release files / symusic-0.6.0-cp312-cp312-win_arm64.whl

Download URL	symusic-0.6.0-cp312-cp312-win_arm64.whl
Size	2.2 MB
Tags	CPython 3.12 Windows ARM64
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp312-cp312-win_arm64.whl
SHA-256 checksum: a2d32f6066b3a433006bedeaa70c77c6127ee99c1724aaf952916d2263650728 Verifying attestations

Release files / symusic-0.6.0-cp312-cp312-win_amd64.whl

Download URL	symusic-0.6.0-cp312-cp312-win_amd64.whl
Size	2.2 MB
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp312-cp312-win_amd64.whl
SHA-256 checksum: 83d6eb28574f65c4a8a2b005eab3d632cf755aa83764a8def22e16b266522275 Verifying attestations

Release files / symusic-0.6.0-cp312-cp312-win32.whl

Download URL	symusic-0.6.0-cp312-cp312-win32.whl
Size	2.1 MB
Tags	CPython 3.12 Windows x86-32
SHA-256 checksum How to use checksums	`3ae473c7e0a20939b45fef5a3b3a7249ab3245048cf974b213b069d9280a9058`
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp312-cp312-win32.whl
SHA-256 checksum: 3ae473c7e0a20939b45fef5a3b3a7249ab3245048cf974b213b069d9280a9058 Verifying attestations

Release files / symusic-0.6.0-cp312-cp312-musllinux_1_2_x86_64.whl

Download URL	symusic-0.6.0-cp312-cp312-musllinux_1_2_x86_64.whl
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Tags	CPython 3.12 Linux musl 1.2+ x86-64
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp312-cp312-musllinux_1_2_x86_64.whl
SHA-256 checksum: aadb1b0a70fe9cf83f892322faed99acc7dbcc233a477da3cc7dd8b070c5b3b0 Verifying attestations

Release files / symusic-0.6.0-cp312-cp312-musllinux_1_2_aarch64.whl

Download URL	symusic-0.6.0-cp312-cp312-musllinux_1_2_aarch64.whl
Size	3.1 MB
Tags	CPython 3.12 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`c4bc11fd97ef86d4efceb0f10d815d69d464251a357f4ee0cbda4f8fdc7331d7`
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp312-cp312-musllinux_1_2_aarch64.whl
SHA-256 checksum: c4bc11fd97ef86d4efceb0f10d815d69d464251a357f4ee0cbda4f8fdc7331d7 Verifying attestations

Release files / symusic-0.6.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	symusic-0.6.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
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Tags	CPython 3.12 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp312-cp312-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 78b3799d99f662f16f7973b38492ead1dbf4acdff129788b560a183c2802581a Verifying attestations

Release files / symusic-0.6.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl

Download URL	symusic-0.6.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
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Tags	CPython 3.12 Linux glibc 2.27+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`5da4cb67a5388f68c2b6a1e8e476e973ce9cc69fece02b1e71c5b611610f1378`
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp312-cp312-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 5da4cb67a5388f68c2b6a1e8e476e973ce9cc69fece02b1e71c5b611610f1378 Verifying attestations

Release files / symusic-0.6.0-cp312-cp312-macosx_11_0_x86_64.whl

Download URL	symusic-0.6.0-cp312-cp312-macosx_11_0_x86_64.whl
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp312-cp312-macosx_11_0_x86_64.whl
SHA-256 checksum: a368d155ea077c020809425026b130b2e29b86178cf2d13781cd606995620efa Verifying attestations

Release files / symusic-0.6.0-cp312-cp312-macosx_11_0_arm64.whl

Download URL	symusic-0.6.0-cp312-cp312-macosx_11_0_arm64.whl
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp312-cp312-macosx_11_0_arm64.whl
SHA-256 checksum: 78e98e0c63cb3079557dcfd2d39008f3926dc31b1254ac09bae894cea938eeaa Verifying attestations

Release files / symusic-0.6.0-cp311-cp311-win_arm64.whl

Download URL	symusic-0.6.0-cp311-cp311-win_arm64.whl
Size	2.2 MB
Tags	CPython 3.11 Windows ARM64
SHA-256 checksum How to use checksums	`0a77dfd2a8ee32ef11b790ce26192b81b17de2784fd268aac76a57b5504a5dd5`
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp311-cp311-win_arm64.whl
SHA-256 checksum: 0a77dfd2a8ee32ef11b790ce26192b81b17de2784fd268aac76a57b5504a5dd5 Verifying attestations

Release files / symusic-0.6.0-cp311-cp311-win_amd64.whl

Download URL	symusic-0.6.0-cp311-cp311-win_amd64.whl
Size	2.2 MB
Tags	CPython 3.11 Windows x86-64
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp311-cp311-win_amd64.whl
SHA-256 checksum: 2aa87cfb889274dff06f08c87da25db67f635da67710743735f7aae70bc56b85 Verifying attestations

Release files / symusic-0.6.0-cp311-cp311-win32.whl

Download URL	symusic-0.6.0-cp311-cp311-win32.whl
Size	2.1 MB
Tags	CPython 3.11 Windows x86-32
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp311-cp311-win32.whl
SHA-256 checksum: 11c6e983e4dd4381e476a362bc15574ed2ce74778ae9631f706cf929eeb27d47 Verifying attestations

Release files / symusic-0.6.0-cp311-cp311-musllinux_1_2_x86_64.whl

Download URL	symusic-0.6.0-cp311-cp311-musllinux_1_2_x86_64.whl
Size	3.1 MB
Tags	CPython 3.11 Linux musl 1.2+ x86-64
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp311-cp311-musllinux_1_2_x86_64.whl
SHA-256 checksum: 1b8d9f752bba112785df22f38e718622edb7a2bd3c7b462523a88ed22d497b3a Verifying attestations

Release files / symusic-0.6.0-cp311-cp311-musllinux_1_2_aarch64.whl

Download URL	symusic-0.6.0-cp311-cp311-musllinux_1_2_aarch64.whl
Size	3.1 MB
Tags	CPython 3.11 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`f2058fd349ddf702a10d3f3dcc0c00022c86bd355d53181a1e74dd714e75af8d`
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp311-cp311-musllinux_1_2_aarch64.whl
SHA-256 checksum: f2058fd349ddf702a10d3f3dcc0c00022c86bd355d53181a1e74dd714e75af8d Verifying attestations

Release files / symusic-0.6.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	symusic-0.6.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	2.6 MB
Tags	CPython 3.11 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`dd84ea6e940d8dcda60ddc1bb9c55c0f85e9fd2b6280edfbe749d4bc0eb7c88e`
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp311-cp311-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: dd84ea6e940d8dcda60ddc1bb9c55c0f85e9fd2b6280edfbe749d4bc0eb7c88e Verifying attestations

Release files / symusic-0.6.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl

Download URL	symusic-0.6.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
Size	2.6 MB
Tags	CPython 3.11 Linux glibc 2.27+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`c1a4ece4b0f0f8eff4f2395727ccb04f8a6762e0ed64189b7b8e1b2d1f11562c`
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp311-cp311-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: c1a4ece4b0f0f8eff4f2395727ccb04f8a6762e0ed64189b7b8e1b2d1f11562c Verifying attestations

Release files / symusic-0.6.0-cp311-cp311-macosx_11_0_x86_64.whl

Download URL	symusic-0.6.0-cp311-cp311-macosx_11_0_x86_64.whl
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp311-cp311-macosx_11_0_x86_64.whl
SHA-256 checksum: ea503f9fe21c23ee38decdd75735673d0f06d70bcf9ef81d0668d511c010840b Verifying attestations

Release files / symusic-0.6.0-cp311-cp311-macosx_11_0_arm64.whl

Download URL	symusic-0.6.0-cp311-cp311-macosx_11_0_arm64.whl
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp311-cp311-macosx_11_0_arm64.whl
SHA-256 checksum: 3ab9e6df78931f4e9e439cc9a0d570063a0907066c16e890a2ece495fa198d6a Verifying attestations

Release files / symusic-0.6.0-cp310-cp310-win_arm64.whl

Download URL	symusic-0.6.0-cp310-cp310-win_arm64.whl
Size	2.2 MB
Tags	CPython 3.10 Windows ARM64
SHA-256 checksum How to use checksums	`d331d8040b964753381382d37220d881cd948de382c9907b6cb6448787167242`
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp310-cp310-win_arm64.whl
SHA-256 checksum: d331d8040b964753381382d37220d881cd948de382c9907b6cb6448787167242 Verifying attestations

Release files / symusic-0.6.0-cp310-cp310-win_amd64.whl

Download URL	symusic-0.6.0-cp310-cp310-win_amd64.whl
Size	2.2 MB
Tags	CPython 3.10 Windows x86-64
SHA-256 checksum How to use checksums	`ef368443fdf3bbe19a0b2e7523122a7938a46487560d8e912fd8ed02a048b5e4`
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp310-cp310-win_amd64.whl
SHA-256 checksum: ef368443fdf3bbe19a0b2e7523122a7938a46487560d8e912fd8ed02a048b5e4 Verifying attestations

Release files / symusic-0.6.0-cp310-cp310-win32.whl

Download URL	symusic-0.6.0-cp310-cp310-win32.whl
Size	2.1 MB
Tags	CPython 3.10 Windows x86-32
SHA-256 checksum How to use checksums	`ff82b61fefaa2dcfede94857fe793c7739ef08b8be9a0c87d174d59fb9a8a07b`
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp310-cp310-win32.whl
SHA-256 checksum: ff82b61fefaa2dcfede94857fe793c7739ef08b8be9a0c87d174d59fb9a8a07b Verifying attestations

Release files / symusic-0.6.0-cp310-cp310-musllinux_1_2_x86_64.whl

Download URL	symusic-0.6.0-cp310-cp310-musllinux_1_2_x86_64.whl
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Tags	CPython 3.10 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`3fa3d521f728b514c58b703abfb87401c0bb4a2cbdb5fc628b8ed061267668b1`
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp310-cp310-musllinux_1_2_x86_64.whl
SHA-256 checksum: 3fa3d521f728b514c58b703abfb87401c0bb4a2cbdb5fc628b8ed061267668b1 Verifying attestations

Release files / symusic-0.6.0-cp310-cp310-musllinux_1_2_aarch64.whl

Download URL	symusic-0.6.0-cp310-cp310-musllinux_1_2_aarch64.whl
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp310-cp310-musllinux_1_2_aarch64.whl
SHA-256 checksum: 9460b8285e3ddc8184bbb8e0c71cd46e1a02d3d02f77df4209399fef11186cd8 Verifying attestations

Release files / symusic-0.6.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	symusic-0.6.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
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Tags	CPython 3.10 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp310-cp310-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 0f379e4c4e86ffa4609b13e05d5d6c727c4e198aad9406ac99e1de0afc60c8d0 Verifying attestations

Release files / symusic-0.6.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl

Download URL	symusic-0.6.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
Size	2.6 MB
Tags	CPython 3.10 Linux glibc 2.27+ ARM64 Linux glibc 2.28+ ARM64
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp310-cp310-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 3784a4d29760e8fc41a744051ed63923810d5b0f387b1a71526eec4620ecf725 Verifying attestations

Release files / symusic-0.6.0-cp310-cp310-macosx_11_0_x86_64.whl

Download URL	symusic-0.6.0-cp310-cp310-macosx_11_0_x86_64.whl
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SHA-256 checksum How to use checksums	`d500776bc7671a74cc9ccbf9d760977005ebf80ada6ced823a50715ac837da46`
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp310-cp310-macosx_11_0_x86_64.whl
SHA-256 checksum: d500776bc7671a74cc9ccbf9d760977005ebf80ada6ced823a50715ac837da46 Verifying attestations

Release files / symusic-0.6.0-cp310-cp310-macosx_11_0_arm64.whl

Download URL	symusic-0.6.0-cp310-cp310-macosx_11_0_arm64.whl
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Tags	CPython 3.10 macOS 11.0+ ARM64
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp310-cp310-macosx_11_0_arm64.whl
SHA-256 checksum: 0e6a446ecdc7a2d40bbbbf271f8b0f81995e7d1014308f85cda77cb0f75113fe Verifying attestations

Release files / symusic-0.6.0-cp39-cp39-win_arm64.whl

Download URL	symusic-0.6.0-cp39-cp39-win_arm64.whl
Size	2.2 MB
Tags	CPython 3.9 Windows ARM64
SHA-256 checksum How to use checksums	`b0ce354590a0fbc2e476ccfedb639dd17b19e513f97cb52f5230c4eeb28bb7c0`
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp39-cp39-win_arm64.whl
SHA-256 checksum: b0ce354590a0fbc2e476ccfedb639dd17b19e513f97cb52f5230c4eeb28bb7c0 Verifying attestations

Release files / symusic-0.6.0-cp39-cp39-win_amd64.whl

Download URL	symusic-0.6.0-cp39-cp39-win_amd64.whl
Size	2.2 MB
Tags	CPython 3.9 Windows x86-64
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp39-cp39-win_amd64.whl
SHA-256 checksum: 9f4bddcb2f7149473ca7413874c8884b505ef3d663eeb1196e98eac2490cb85e Verifying attestations

Release files / symusic-0.6.0-cp39-cp39-win32.whl

Download URL	symusic-0.6.0-cp39-cp39-win32.whl
Size	2.1 MB
Tags	CPython 3.9 Windows x86-32
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Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp39-cp39-win32.whl
SHA-256 checksum: 200a80e748127201491632ce93cb6f381b0c06f13629998b66bf07990a2ca13d Verifying attestations

Release files / symusic-0.6.0-cp39-cp39-musllinux_1_2_x86_64.whl

Download URL	symusic-0.6.0-cp39-cp39-musllinux_1_2_x86_64.whl
Size	3.1 MB
Tags	CPython 3.9 Linux musl 1.2+ x86-64
SHA-256 checksum How to use checksums	`01cf3421fc6a70ce3e945b0541d41fdaec6d4668020eba7f74217e56401ef2c5`
BLAKE2b-256 checksum How to use checksums	`80977f4111106eee8f6c54ec5c55da3c82a9f93d05092152f4c240cfafc75b4e`
Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp39-cp39-musllinux_1_2_x86_64.whl
SHA-256 checksum: 01cf3421fc6a70ce3e945b0541d41fdaec6d4668020eba7f74217e56401ef2c5 Verifying attestations

Release files / symusic-0.6.0-cp39-cp39-musllinux_1_2_aarch64.whl

Download URL	symusic-0.6.0-cp39-cp39-musllinux_1_2_aarch64.whl
Size	3.1 MB
Tags	CPython 3.9 Linux musl 1.2+ ARM64
SHA-256 checksum How to use checksums	`7ebb5df137aed704d55d7fb352e50cfbf502c2f476d65e74d90939f6b2588369`
BLAKE2b-256 checksum How to use checksums	`2996cc8cf8ca80026749f986eb3ab98df82f292a7956ec19288ae0c0d2b32483`
Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp39-cp39-musllinux_1_2_aarch64.whl
SHA-256 checksum: 7ebb5df137aed704d55d7fb352e50cfbf502c2f476d65e74d90939f6b2588369 Verifying attestations

Release files / symusic-0.6.0-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl

Download URL	symusic-0.6.0-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
Size	2.6 MB
Tags	CPython 3.9 Linux glibc 2.27+ x86-64 Linux glibc 2.28+ x86-64
SHA-256 checksum How to use checksums	`648a79d4db63f3e83d86f16b2b7fa78041d1a259f43ac0c4b2445df13d366842`
BLAKE2b-256 checksum How to use checksums	`13bb41dd597f417d120d518ab3ec3790db657af98d8d1fb0076a20c84e99006f`
Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp39-cp39-manylinux_2_27_x86_64.manylinux_2_28_x86_64.whl
SHA-256 checksum: 648a79d4db63f3e83d86f16b2b7fa78041d1a259f43ac0c4b2445df13d366842 Verifying attestations

Release files / symusic-0.6.0-cp39-cp39-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl

Download URL	symusic-0.6.0-cp39-cp39-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
Size	2.6 MB
Tags	CPython 3.9 Linux glibc 2.27+ ARM64 Linux glibc 2.28+ ARM64
SHA-256 checksum How to use checksums	`52aeb24a4fc932e7c37c10c6ed0b38c2ce11716d5fe09e5375e6478f05e8d5a6`
BLAKE2b-256 checksum How to use checksums	`f6a146b9df8b2e67724e000775225a0cc026d1957370b5c8ec638b7b88790066`
Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp39-cp39-manylinux_2_27_aarch64.manylinux_2_28_aarch64.whl
SHA-256 checksum: 52aeb24a4fc932e7c37c10c6ed0b38c2ce11716d5fe09e5375e6478f05e8d5a6 Verifying attestations

Release files / symusic-0.6.0-cp39-cp39-macosx_11_0_x86_64.whl

Download URL	symusic-0.6.0-cp39-cp39-macosx_11_0_x86_64.whl
Size	2.9 MB
Tags	CPython 3.9 macOS 11.0+ x86-64
SHA-256 checksum How to use checksums	`77815e7fe69c4664236580e70dc5bdeae68464bda636ac17eb5075046af8f454`
BLAKE2b-256 checksum How to use checksums	`24e93d30d4839b0bdb90a967aedc17e3cc59660d4321ce3fdbcad4c2e0c9ea30`
Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp39-cp39-macosx_11_0_x86_64.whl
SHA-256 checksum: 77815e7fe69c4664236580e70dc5bdeae68464bda636ac17eb5075046af8f454 Verifying attestations

Release files / symusic-0.6.0-cp39-cp39-macosx_11_0_arm64.whl

Download URL	symusic-0.6.0-cp39-cp39-macosx_11_0_arm64.whl
Size	2.8 MB
Tags	CPython 3.9 macOS 11.0+ ARM64
SHA-256 checksum How to use checksums	`5ffeba194995e8e5b6a67964705aae4f9718ce6a68c4796faa0ffbceaa629c15`
BLAKE2b-256 checksum How to use checksums	`fa17a0aeb9b35f829de8f16cfc3eb66de6ef4c80d4b44f95c3c5c4739a4e2119`
Upload date	Apr 8, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	Yes
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Provenance

Identity

Publishing platform: GitHub Actions
Publishing repository: github.com/Yikai-Liao/symusic
Publishing commit: github.com/Yikai-Liao/symusic/tree/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906

Workflow

Publishing configuration: github.com/Yikai-Liao/symusic/blob/43ff25277abbc72dbd8d00fb5a9a14ec37fb7906/.github/workflows/wheel.yml
Publishing logs: github.com/Yikai-Liao/symusic/actions/runs/24129775215/attempts/1

Artifact

Subject: symusic-0.6.0-cp39-cp39-macosx_11_0_arm64.whl
SHA-256 checksum: 5ffeba194995e8e5b6a67964705aae4f9718ce6a68c4796faa0ffbceaa629c15 Verifying attestations