🦀 pypetgraph

pypetgraph 是基于 Rust 著名图计算库 petgraph 的 Python 高性能封装。它利用 PyO3 实现了近乎原生的 Rust 计算速度，支持在节点和边上存储任意 Python 对象，并针对多核并发和异步 IO 进行了深度优化。

📖 详细 API 参阅文档 →

✨ 核心特性

极致性能：核心逻辑由 Rust 编写，比 NetworkX 等纯 Python 库快 10-100 倍。
内存高效：提供专门的 FastDiGraph（固定边权）和 CsrGraph（压缩存储）以应对大规模数据。
并发友好：重型算法在执行时会释放 GIL，支持真正的 Python 多线程并行计算。
异步原生：所有耗时算法均内置 _async 版本，无缝集成 asyncio。
多种结构：支持邻接列表、邻接矩阵、CSR 压缩格式以及基于哈希的 GraphMap。
类型安全：提供完整的 .pyi 类型提示文件，支持现代 IDE 的自动补全与静态检查。

🛠 安装 (Installation)

1. 使用 pip (Standard)

你可以直接通过 PyPI 安装已发布的预编译版本：

pip install pypetgraph

2. 使用 uv (Modern)

推荐使用现代高性能工具 uv：

uv add pypetgraph

3. 从源码构建 (Development)

如果你需要最新的开发版本，可以从源码本地编译：

git clone https://github.com/twn39/pypetgraph
cd pypetgraph
uv run maturin develop --release

🚀 快速上手

1. 通用图 (DiGraph)

支持挂载任何 Python 对象（字典、自定义类、字符串等）。

from pypetgraph import DiGraph

g = DiGraph()
n0 = g.add_node({"name": "Beijing", "type": "city"})
n1 = g.add_node({"name": "Shanghai", "type": "city"})
g.add_edge(n0, n1, {"distance": 1200, "traffic": "heavy"})

# 结构化分析
print(f"Has cycle: {g.is_cyclic()}")
print(f"SCCs: {g.tarjan_scc()}")

2. 异步计算

利用 _async 方法，在不阻塞事件循环的情况下执行复杂图计算：

import asyncio
from pypetgraph import FastDiGraph

async def main():
    g = FastDiGraph.from_edges([(0, 1, 1.0), (1, 2, 2.0), (0, 2, 5.0)])
    
    # 异步计算全源最短路径
    result = await g.floyd_warshall_async()
    print(f"Shortest path 0->2: {result[0][2]}") # 输出 3.0

asyncio.run(main())

🗺 API 概览

核心图类

类名	特性	权重类型	最佳场景
`DiGraph`	有向邻接列表	`Any`	通用有向图，需要存储复杂对象
`UnGraph`	无向邻接列表	`Any`	通用无向图
`FastDiGraph`	数值优化图	`f64`	最高算法性能，纯数值计算
`StableDiGraph`	索引稳定图	`Any`	频繁删除节点但需保持原有索引不变
`IntGraphMap`	整数哈希图	`Any`	节点 ID 为离散整数的极简结构
`MatrixDiGraph`	邻接矩阵	`f64`	密集图 (Dense Graph)
`CsrGraph`	压缩稀疏行	`f64`	海量节点的只读静态图

支持算法

类别	算法	特性
最短路径	`dijkstra`, `astar`, `floyd_warshall`, `k_shortest_path`	支持 `_async`，完全释放 GIL
负权处理	`bellman_ford`	仅限 `FastDiGraph`, `MatrixDiGraph`, `CsrGraph`
遍历	`bfs`, `dfs`	高效迭代器实现
连通性	`tarjan_scc`, `kosaraju_scc`, `connected_components`	强连通分量与弱连通分量
拓扑分析	`toposort`, `is_cyclic`, `is_bipartite`, `is_isomorphic`	结构完整性检查
重要度	`page_rank`	用于节点排名与重要性评估

📈 性能表现 (Benchmarks)

在处理大规模图数据时，pypetgraph 相比纯 Python 实现（如 NetworkX）具有压倒性优势。

1. 内存占用对比

在存储 10 万节点 和 100 万条边 的随机图时：

库	内存占用	节省
NetworkX	~318.5 MB	-
pypetgraph (FastDiGraph)	~20.7 MB	93.5% 📉

2. 算法速度对比

基于 5000 节点、5 万边的中型图测试：

算法	NetworkX	pypetgraph	提升
Dijkstra (最短路径)	~6.3 ms	~0.9 ms	7x 🚀
PageRank (50次迭代)	~19.5 ms	~17.5 ms	等同/略快
SCC (强连通分量)	较慢	极快	10x+

🧪 开发与测试

uv run pytest                      # 运行所有测试 (包含 sync/async)
uv run pytest tests/test_performance.py -s  # 运行性能基准测试
uv run ruff check .                # 代码风格检查

许可证

本项目采用 MIT 许可证。

Metadata

Release files for pypetgraph 1.0.1

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

Source distribution (sdist)

Source distribution for pypetgraph 1.0.1
File	Size	Uploaded
pypetgraph-1.0.1.tar.gz	68.0 kB	Mar 6, 2026	Details

Built distributions (wheels)

Table of built distributions (wheels) for pypetgraph 1.0.1
File	Interpreter	ABI	Platform	Reset
pypetgraph-1.0.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 354.2 kB Mar 6, 2026	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ x86-64	Details
pypetgraph-1.0.1-pp311-pypy311_pp73-manylinux_2_17_s390x.manylinux2014_s390x.whl 421.0 kB Mar 6, 2026	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ IBM System/390x	Details
pypetgraph-1.0.1-pp311-pypy311_pp73-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 392.3 kB Mar 6, 2026	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ PowerPC 64-le	Details
pypetgraph-1.0.1-pp311-pypy311_pp73-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 353.9 kB Mar 6, 2026	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ ARMv7l	Details
pypetgraph-1.0.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 336.2 kB Mar 6, 2026	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.17+ ARM64	Details
pypetgraph-1.0.1-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.whl 376.0 kB Mar 6, 2026	PyPy 3.11	PyPy 3.11 7.3	Linux glibc 2.5+ x86-32	Details
pypetgraph-1.0.1-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl 419.3 kB Mar 6, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ IBM System/390x	Details
pypetgraph-1.0.1-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 388.4 kB Mar 6, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ PowerPC 64-le	Details
pypetgraph-1.0.1-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 353.2 kB Mar 6, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ ARMv7l	Details
pypetgraph-1.0.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 333.6 kB Mar 6, 2026	CPython 3.14	CPython 3.14 free-threading	Linux glibc 2.17+ ARM64	Details
pypetgraph-1.0.1-cp314-cp314-win_amd64.whl 251.1 kB Mar 6, 2026	CPython 3.14	CPython 3.14	Windows x86-64	Details
pypetgraph-1.0.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 354.6 kB Mar 6, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ x86-64	Details
pypetgraph-1.0.1-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl 420.3 kB Mar 6, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ IBM System/390x	Details
pypetgraph-1.0.1-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 389.9 kB Mar 6, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ PowerPC 64-le	Details
pypetgraph-1.0.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 354.1 kB Mar 6, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARMv7l	Details
pypetgraph-1.0.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 335.1 kB Mar 6, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.17+ ARM64	Details
pypetgraph-1.0.1-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl 379.0 kB Mar 6, 2026	CPython 3.14	CPython 3.14	Linux glibc 2.5+ x86-32	Details
pypetgraph-1.0.1-cp314-cp314-macosx_11_0_arm64.whl 309.5 kB Mar 6, 2026	CPython 3.14	CPython 3.14	macOS 11.0+ ARM64	Details
pypetgraph-1.0.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl 419.1 kB Mar 6, 2026	CPython 3.13	CPython 3.13 free-threading	Linux glibc 2.17+ IBM System/390x	Details
pypetgraph-1.0.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 389.2 kB Mar 6, 2026	CPython 3.13	CPython 3.13 free-threading	Linux glibc 2.17+ PowerPC 64-le	Details
pypetgraph-1.0.1-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 351.5 kB Mar 6, 2026	CPython 3.13	CPython 3.13 free-threading	Linux glibc 2.17+ ARMv7l	Details
pypetgraph-1.0.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 336.1 kB Mar 6, 2026	CPython 3.13	CPython 3.13 free-threading	Linux glibc 2.17+ ARM64	Details
pypetgraph-1.0.1-cp313-cp313-win_amd64.whl 252.6 kB Mar 6, 2026	CPython 3.13	CPython 3.13	Windows x86-64	Details
pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 356.1 kB Mar 6, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ x86-64	Details
pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl 421.9 kB Mar 6, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ IBM System/390x	Details
pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 390.7 kB Mar 6, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ PowerPC 64-le	Details
pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 353.7 kB Mar 6, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARMv7l	Details
pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 336.1 kB Mar 6, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.17+ ARM64	Details
pypetgraph-1.0.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl 379.8 kB Mar 6, 2026	CPython 3.13	CPython 3.13	Linux glibc 2.5+ x86-32	Details
pypetgraph-1.0.1-cp313-cp313-macosx_11_0_arm64.whl 309.3 kB Mar 6, 2026	CPython 3.13	CPython 3.13	macOS 11.0+ ARM64	Details
pypetgraph-1.0.1-cp312-cp312-win_amd64.whl 252.5 kB Mar 6, 2026	CPython 3.12	CPython 3.12	Windows x86-64	Details
pypetgraph-1.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 356.1 kB Mar 6, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ x86-64	Details
pypetgraph-1.0.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl 421.9 kB Mar 6, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ IBM System/390x	Details
pypetgraph-1.0.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 390.8 kB Mar 6, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ PowerPC 64-le	Details
pypetgraph-1.0.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 354.3 kB Mar 6, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARMv7l	Details
pypetgraph-1.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 335.9 kB Mar 6, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.17+ ARM64	Details
pypetgraph-1.0.1-cp312-cp312-manylinux_2_5_i686.manylinux1_i686.whl 380.2 kB Mar 6, 2026	CPython 3.12	CPython 3.12	Linux glibc 2.5+ x86-32	Details
pypetgraph-1.0.1-cp312-cp312-macosx_11_0_arm64.whl 309.8 kB Mar 6, 2026	CPython 3.12	CPython 3.12	macOS 11.0+ ARM64	Details
pypetgraph-1.0.1-cp311-cp311-win_amd64.whl 249.8 kB Mar 6, 2026	CPython 3.11	CPython 3.11	Windows x86-64	Details
pypetgraph-1.0.1-cp311-cp311-manylinux_2_17_x86_64.manylinux2014_x86_64.whl 352.8 kB Mar 6, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ x86-64	Details
pypetgraph-1.0.1-cp311-cp311-manylinux_2_17_s390x.manylinux2014_s390x.whl 419.6 kB Mar 6, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ IBM System/390x	Details
pypetgraph-1.0.1-cp311-cp311-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl 391.0 kB Mar 6, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ PowerPC 64-le	Details
pypetgraph-1.0.1-cp311-cp311-manylinux_2_17_armv7l.manylinux2014_armv7l.whl 353.6 kB Mar 6, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARMv7l	Details
pypetgraph-1.0.1-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl 335.2 kB Mar 6, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.17+ ARM64	Details
pypetgraph-1.0.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl 374.9 kB Mar 6, 2026	CPython 3.11	CPython 3.11	Linux glibc 2.5+ x86-32	Details
pypetgraph-1.0.1-cp311-cp311-macosx_11_0_arm64.whl 311.5 kB Mar 6, 2026	CPython 3.11	CPython 3.11	macOS 11.0+ ARM64	Details

Total release size: 16.5 MB

Release files / pypetgraph-1.0.1.tar.gz

Download URL	pypetgraph-1.0.1.tar.gz
Size	68.0 kB
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SHA-256 checksum How to use checksums	`f54f9d3e7191bcd5cfccaf822fda2809acb6e08c7fbbac54fdf6a86660a1207b`
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Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

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Release files / pypetgraph-1.0.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	pypetgraph-1.0.1-pp311-pypy311_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	354.2 kB
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Publishing repository: github.com/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

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Artifact

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SHA-256 checksum: 3d2f094f8012a67a9a63d6a4b619d8cc9445fe803e462b9c4eeebda33701c859 Verifying attestations

Release files / pypetgraph-1.0.1-pp311-pypy311_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

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Artifact

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SHA-256 checksum: 4e1bfc3051ac63de6268e5266e953357f5142e2fea3299855e04ebab9a6c5c4c Verifying attestations

Release files / pypetgraph-1.0.1-pp311-pypy311_pp73-manylinux_2_5_i686.manylinux1_i686.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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

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Artifact

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SHA-256 checksum: cba2a43d4872730e37c4254968c4f0127fd840c200a50b573011360a6ec49deb Verifying attestations

Release files / pypetgraph-1.0.1-cp314-cp314t-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

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Artifact

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Release files / pypetgraph-1.0.1-cp314-cp314t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

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Artifact

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Release files / pypetgraph-1.0.1-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

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Artifact

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SHA-256 checksum: 3f9e9d38692af382f4c01d86c927202c72ce0c121b798eb347b9c7609f98230e Verifying attestations

Release files / pypetgraph-1.0.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

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Artifact

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Release files / pypetgraph-1.0.1-cp314-cp314-win_amd64.whl

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Size	251.1 kB
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

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Artifact

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Release files / pypetgraph-1.0.1-cp314-cp314-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

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Artifact

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Release files / pypetgraph-1.0.1-cp314-cp314-manylinux_2_17_s390x.manylinux2014_s390x.whl

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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

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Artifact

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Release files / pypetgraph-1.0.1-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	pypetgraph-1.0.1-cp314-cp314-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

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Artifact

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Release files / pypetgraph-1.0.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	pypetgraph-1.0.1-cp314-cp314-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

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Publishing logs: github.com/twn39/pypetgraph/actions/runs/22757959170/attempts/1

Artifact

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SHA-256 checksum: 29bf7f93674662e1b313fe2c28b237986baca10f71a1b3b253f57cc1fa8a8d70 Verifying attestations

Release files / pypetgraph-1.0.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	pypetgraph-1.0.1-cp314-cp314-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

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Publishing logs: github.com/twn39/pypetgraph/actions/runs/22757959170/attempts/1

Artifact

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SHA-256 checksum: fbc0d3edf29138d28055f2fcfddb810b83af9785726782dad134c81655d7f7e4 Verifying attestations

Release files / pypetgraph-1.0.1-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl

Download URL	pypetgraph-1.0.1-cp314-cp314-manylinux_2_5_i686.manylinux1_i686.whl
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

Publishing configuration: github.com/twn39/pypetgraph/blob/ef296c402464d2a0347adbf036580c20fb8a7b17/.github/workflows/build.yml
Publishing logs: github.com/twn39/pypetgraph/actions/runs/22757959170/attempts/1

Artifact

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SHA-256 checksum: d1442e5c97fb053826d2acab27150d3ba89326cebf02a8adb668bf0e078bb8c7 Verifying attestations

Release files / pypetgraph-1.0.1-cp314-cp314-macosx_11_0_arm64.whl

Download URL	pypetgraph-1.0.1-cp314-cp314-macosx_11_0_arm64.whl
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

Publishing configuration: github.com/twn39/pypetgraph/blob/ef296c402464d2a0347adbf036580c20fb8a7b17/.github/workflows/build.yml
Publishing logs: github.com/twn39/pypetgraph/actions/runs/22757959170/attempts/1

Artifact

Subject: pypetgraph-1.0.1-cp314-cp314-macosx_11_0_arm64.whl
SHA-256 checksum: 64f06ef422a4559629afca588239d050388ca550c5e302659bac64b267f0f7d9 Verifying attestations

Release files / pypetgraph-1.0.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	pypetgraph-1.0.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	419.1 kB
Tags	CPython 3.13 CPython 3.13 free-threading Linux glibc 2.17+ IBM System/390x
SHA-256 checksum How to use checksums	`742de244aa58909a5c79a5df6270e52ebe100cf3266c31db595e25c4e1c9d11f`
BLAKE2b-256 checksum How to use checksums	`0a9e9fcaa4d35fa179023b0bd3e8dbeceaaed4a74f9bd4a20e75918350ebeb26`
Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

Publishing configuration: github.com/twn39/pypetgraph/blob/ef296c402464d2a0347adbf036580c20fb8a7b17/.github/workflows/build.yml
Publishing logs: github.com/twn39/pypetgraph/actions/runs/22757959170/attempts/1

Artifact

Subject: pypetgraph-1.0.1-cp313-cp313t-manylinux_2_17_s390x.manylinux2014_s390x.whl
SHA-256 checksum: 742de244aa58909a5c79a5df6270e52ebe100cf3266c31db595e25c4e1c9d11f Verifying attestations

Release files / pypetgraph-1.0.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	pypetgraph-1.0.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	389.2 kB
Tags	CPython 3.13 CPython 3.13 free-threading Linux glibc 2.17+ PowerPC 64-le
SHA-256 checksum How to use checksums	`107cdae1c093e169db4fd45f78a7530184c33e0184fdb81e6ecd378a7be69a7d`
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

Publishing configuration: github.com/twn39/pypetgraph/blob/ef296c402464d2a0347adbf036580c20fb8a7b17/.github/workflows/build.yml
Publishing logs: github.com/twn39/pypetgraph/actions/runs/22757959170/attempts/1

Artifact

Subject: pypetgraph-1.0.1-cp313-cp313t-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
SHA-256 checksum: 107cdae1c093e169db4fd45f78a7530184c33e0184fdb81e6ecd378a7be69a7d Verifying attestations

Release files / pypetgraph-1.0.1-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	pypetgraph-1.0.1-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

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Publishing logs: github.com/twn39/pypetgraph/actions/runs/22757959170/attempts/1

Artifact

Subject: pypetgraph-1.0.1-cp313-cp313t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
SHA-256 checksum: 6f420c21f6054bacd7aa2f7e4c0227f8ec70bfbfc0bf7832ab65e6e37eb70791 Verifying attestations

Release files / pypetgraph-1.0.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	pypetgraph-1.0.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

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Publishing logs: github.com/twn39/pypetgraph/actions/runs/22757959170/attempts/1

Artifact

Subject: pypetgraph-1.0.1-cp313-cp313t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 7a1796c8cdb145294f78ed68ff77d0fd453b23aac9afb882fe7dd21d5126d6ab Verifying attestations

Release files / pypetgraph-1.0.1-cp313-cp313-win_amd64.whl

Download URL	pypetgraph-1.0.1-cp313-cp313-win_amd64.whl
Size	252.6 kB
Tags	CPython 3.13 Windows x86-64
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

Publishing configuration: github.com/twn39/pypetgraph/blob/ef296c402464d2a0347adbf036580c20fb8a7b17/.github/workflows/build.yml
Publishing logs: github.com/twn39/pypetgraph/actions/runs/22757959170/attempts/1

Artifact

Subject: pypetgraph-1.0.1-cp313-cp313-win_amd64.whl
SHA-256 checksum: 06b2621d363965c8eddaca3eec6b917a994ad6ea658c14b3e82ff80daff800a5 Verifying attestations

Release files / pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
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Tags	CPython 3.13 Linux glibc 2.17+ x86-64
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

Publishing configuration: github.com/twn39/pypetgraph/blob/ef296c402464d2a0347adbf036580c20fb8a7b17/.github/workflows/build.yml
Publishing logs: github.com/twn39/pypetgraph/actions/runs/22757959170/attempts/1

Artifact

Subject: pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: c18a3577c525321375d0901e0fc203c1b8958fca31d2026119676a15253b3cf8 Verifying attestations

Release files / pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	421.9 kB
Tags	CPython 3.13 Linux glibc 2.17+ IBM System/390x
SHA-256 checksum How to use checksums	`6faa1852c66329f0fa8dcd6d93f894905d1694e0cdc80fb7803cd0ce27134cd6`
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

Publishing configuration: github.com/twn39/pypetgraph/blob/ef296c402464d2a0347adbf036580c20fb8a7b17/.github/workflows/build.yml
Publishing logs: github.com/twn39/pypetgraph/actions/runs/22757959170/attempts/1

Artifact

Subject: pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_s390x.manylinux2014_s390x.whl
SHA-256 checksum: 6faa1852c66329f0fa8dcd6d93f894905d1694e0cdc80fb7803cd0ce27134cd6 Verifying attestations

Release files / pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

Download URL	pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
Size	390.7 kB
Tags	CPython 3.13 Linux glibc 2.17+ PowerPC 64-le
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

Publishing configuration: github.com/twn39/pypetgraph/blob/ef296c402464d2a0347adbf036580c20fb8a7b17/.github/workflows/build.yml
Publishing logs: github.com/twn39/pypetgraph/actions/runs/22757959170/attempts/1

Artifact

Subject: pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl
SHA-256 checksum: 4d3b0a1a0d3c471d63dd2015e8f4480c6b5163c20edbf1d6fec9d4f5359021f4 Verifying attestations

Release files / pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

Download URL	pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
Size	353.7 kB
Tags	CPython 3.13 Linux glibc 2.17+ ARMv7l
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

Publishing configuration: github.com/twn39/pypetgraph/blob/ef296c402464d2a0347adbf036580c20fb8a7b17/.github/workflows/build.yml
Publishing logs: github.com/twn39/pypetgraph/actions/runs/22757959170/attempts/1

Artifact

Subject: pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_armv7l.manylinux2014_armv7l.whl
SHA-256 checksum: c1f1e41146a31c88dc1249e9344176cbfb311661316098752f2b1e0c7f57e3ce Verifying attestations

Release files / pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

Download URL	pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
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Tags	CPython 3.13 Linux glibc 2.17+ ARM64
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

Publishing configuration: github.com/twn39/pypetgraph/blob/ef296c402464d2a0347adbf036580c20fb8a7b17/.github/workflows/build.yml
Publishing logs: github.com/twn39/pypetgraph/actions/runs/22757959170/attempts/1

Artifact

Subject: pypetgraph-1.0.1-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl
SHA-256 checksum: 724a3f4a5bead320ff668afe8065e6ddc26048f1ac019e2a66ef6b6ec85f985c Verifying attestations

Release files / pypetgraph-1.0.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl

Download URL	pypetgraph-1.0.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl
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Tags	CPython 3.13 Linux glibc 2.5+ x86-32
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

Publishing configuration: github.com/twn39/pypetgraph/blob/ef296c402464d2a0347adbf036580c20fb8a7b17/.github/workflows/build.yml
Publishing logs: github.com/twn39/pypetgraph/actions/runs/22757959170/attempts/1

Artifact

Subject: pypetgraph-1.0.1-cp313-cp313-manylinux_2_5_i686.manylinux1_i686.whl
SHA-256 checksum: ba1d4a6988b40c0179e3fbaa7eba592b866e1e933e02bb68c1f0693992b56575 Verifying attestations

Release files / pypetgraph-1.0.1-cp313-cp313-macosx_11_0_arm64.whl

Download URL	pypetgraph-1.0.1-cp313-cp313-macosx_11_0_arm64.whl
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Tags	CPython 3.13 macOS 11.0+ ARM64
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

Publishing configuration: github.com/twn39/pypetgraph/blob/ef296c402464d2a0347adbf036580c20fb8a7b17/.github/workflows/build.yml
Publishing logs: github.com/twn39/pypetgraph/actions/runs/22757959170/attempts/1

Artifact

Subject: pypetgraph-1.0.1-cp313-cp313-macosx_11_0_arm64.whl
SHA-256 checksum: 760fbe5c3a2af78a86eabf18b7600a74d192cfd608d3abe5e72bb071cd1094f7 Verifying attestations

Release files / pypetgraph-1.0.1-cp312-cp312-win_amd64.whl

Download URL	pypetgraph-1.0.1-cp312-cp312-win_amd64.whl
Size	252.5 kB
Tags	CPython 3.12 Windows x86-64
SHA-256 checksum How to use checksums	`b431656b636b4eebeaa27827bb7f80f3438c1847d357f6d310d34bd1d0179502`
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

Publishing configuration: github.com/twn39/pypetgraph/blob/ef296c402464d2a0347adbf036580c20fb8a7b17/.github/workflows/build.yml
Publishing logs: github.com/twn39/pypetgraph/actions/runs/22757959170/attempts/1

Artifact

Subject: pypetgraph-1.0.1-cp312-cp312-win_amd64.whl
SHA-256 checksum: b431656b636b4eebeaa27827bb7f80f3438c1847d357f6d310d34bd1d0179502 Verifying attestations

Release files / pypetgraph-1.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl

Download URL	pypetgraph-1.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
Size	356.1 kB
Tags	CPython 3.12 Linux glibc 2.17+ x86-64
SHA-256 checksum How to use checksums	`0de3fe6e988d0da023558b378ec61909a3d6e9104805cdccf915e689642174bd`
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

Workflow

Publishing configuration: github.com/twn39/pypetgraph/blob/ef296c402464d2a0347adbf036580c20fb8a7b17/.github/workflows/build.yml
Publishing logs: github.com/twn39/pypetgraph/actions/runs/22757959170/attempts/1

Artifact

Subject: pypetgraph-1.0.1-cp312-cp312-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
SHA-256 checksum: 0de3fe6e988d0da023558b378ec61909a3d6e9104805cdccf915e689642174bd Verifying attestations

Release files / pypetgraph-1.0.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl

Download URL	pypetgraph-1.0.1-cp312-cp312-manylinux_2_17_s390x.manylinux2014_s390x.whl
Size	421.9 kB
Tags	CPython 3.12 Linux glibc 2.17+ IBM System/390x
SHA-256 checksum How to use checksums	`d53fc18acb26a391b88dd291e93ac7a353e513b2818d49f8ee8bb1b5a362398b`
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Upload date	Mar 6, 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/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

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Release files / pypetgraph-1.0.1-cp312-cp312-manylinux_2_17_ppc64le.manylinux2014_ppc64le.whl

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Publishing platform: GitHub Actions
Publishing repository: github.com/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

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Release files / pypetgraph-1.0.1-cp312-cp312-manylinux_2_17_armv7l.manylinux2014_armv7l.whl

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Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

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Release files / pypetgraph-1.0.1-cp312-cp312-manylinux_2_17_aarch64.manylinux2014_aarch64.whl

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Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

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Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

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Release files / pypetgraph-1.0.1-cp311-cp311-manylinux_2_5_i686.manylinux1_i686.whl

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Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

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Release files / pypetgraph-1.0.1-cp311-cp311-macosx_11_0_arm64.whl

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Publishing repository: github.com/twn39/pypetgraph
Publishing commit: github.com/twn39/pypetgraph/tree/ef296c402464d2a0347adbf036580c20fb8a7b17

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Release history Release notifications | RSS feed

This release

1.0.1 This release

Mar 6, 2026 47 release files

1.0.0

Mar 6, 2026 51 release files

0.1.0

Mar 6, 2026 2 release files

pypetgraph 1.0.1

🦀 pypetgraph

✨ 核心特性

🛠 安装 (Installation)

1. 使用 pip (Standard)

2. 使用 uv (Modern)

3. 从源码构建 (Development)

🚀 快速上手

1. 通用图 (DiGraph)

2. 异步计算

🗺 API 概览

核心图类

支持算法

📈 性能表现 (Benchmarks)

1. 内存占用对比

2. 算法速度对比

🧪 开发与测试

许可证

Project links

Key dates

1 maintainer

Credits

GitHub Statistics

License

Requires

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Metadata

Project links

Key dates

1 maintainer

Credits

GitHub Statistics

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Release files for pypetgraph 1.0.1

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Release files / pypetgraph-1.0.1.tar.gz

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