semvec/pypi-packages huggingface dataset:
pygraphina 0.2.2
Python bindings for the Graphina library
License: MIT
Requires Python: >=3.10
Keywords: graph-theory, data-science, graph-algorithms, graph-analytics

## PyGraphina

[![Python version](https://img.shields.io/badge/python-%3E=3.10-3776ab?style=flat&labelColor=282c34&logo=python)](https://github.com/habedi/graphina)
[![PyPI version](https://img.shields.io/pypi/v/pygraphina?style=flat&labelColor=282c34&color=3775a9&logo=pypi)](https://badge.fury.io/py/pygraphina)
[![Documentation](https://img.shields.io/badge/docs-read-00acc1?style=flat&labelColor=282c34&logo=readthedocs)](https://habedi.github.io/graphina/python)
[![License: MIT](https://img.shields.io/badge/license-MIT-0288d1?style=flat&labelColor=282c34&logo=open-source-initiative)](LICENSE)

PyGraphina provides Python bindings for [Graphina](https://github.com/habedi/graphina).

> [!IMPORTANT]
> PyGraphina is in early development, so breaking changes and bugs are expected.
> Please report bugs on [GitHub issues](https://github.com/habedi/graphina/issues).

### Installation

```bash
pip install pygraphina
```

### Quickstart

```python
import pygraphina as pg

# Create a graph
g = pg.PyGraph()
a, b, c = [g.add_node(i) for i in range(3)]
g.add_edge(a, b, 1.0)
g.add_edge(b, c, 1.0)

# Calculate PageRank
pr = pg.centrality.pagerank(g, 0.85, 100, 1e-6)

# Find largest clique size
size = pg.approximation.large_clique_size(g)

# Find connected components
comps = pg.community.connected_components(g)

# Compute Jaccard coefficients
jc = pg.links.jaccard_coefficient(g)

print(f"PageRank: {pr}")
print(f"Clique size: {size}")
print(f"Connected components: {comps}")
print(f"Jaccard coefficients: {jc}")
```

### Documentation

Visit PyGraphina's [documentation page](https://habedi.github.io/graphina/python) for detailed information including examples and API references.

### License

PyGraphina is licensed under the [MIT License](LICENSE).
arq2 0.27.0
Job queues in python with asyncio and redis
License: MIT
Requires Python: >=3.10

# arq

[![CI](https://img.shields.io/github/actions/workflow/status/samuelcolvin/arq/ci.yml?branch=main&logo=github&label=CI)](https://github.com/samuelcolvin/arq/actions?query=event%3Apush+branch%3Amain+workflow%3ACI)
[![Coverage](https://codecov.io/gh/samuelcolvin/arq/branch/main/graph/badge.svg)](https://codecov.io/gh/samuelcolvin/arq)
[![downloads](https://static.pepy.tech/badge/arq/month)](https://pepy.tech/project/arq)
[![pypi](https://img.shields.io/pypi/v/arq.svg)](https://pypi.python.org/pypi/arq)
[![versions](https://img.shields.io/pypi/pyversions/arq.svg)](https://github.com/samuelcolvin/arq)
[![license](https://img.shields.io/github/license/samuelcolvin/arq.svg)](https://github.com/samuelcolvin/arq/blob/main/LICENSE)

**In maintenance only mode**: arq is in maintenance only mode, see [#510](https://github.com/python-arq/arq/issues/510).

Job queues in python with asyncio and redis.

See [documentation](https://arq-docs.helpmanual.io/) for more details.