PyGraphina
PyGraphina provides Python bindings for Graphina.
Installation
pip install pygraphina
Quickstart
import pygraphina as pg
# Create a graph
g = pg.PyGraph()
# add_node(attr) stores an integer attribute and returns the new node's id
a = g.add_node(10)
b = g.add_node(20)
c = g.add_node(30)
# add_edge(source, target, weight) connects two nodes by their ids
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 for detailed information including examples and API references.
License
PyGraphina is licensed under the MIT License.
1 maintainer
Metadata
1 maintainer
Release files for pygraphina 0.3.5
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Built distributions (wheels)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| pygraphina-0.3.5-cp310-abi3-win_amd64.whl | CPython 3.10 | abi3 | Windows x86-64 | Details |
| pygraphina-0.3.5-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl | CPython 3.10 | abi3 | Linux glibc 2.17+ x86-64 | Details |
| pygraphina-0.3.5-cp310-abi3-macosx_11_0_arm64.whl | CPython 3.10 | abi3 | macOS 11.0+ ARM64 | Details |
Total release size: 2.5 MB
Release files / pygraphina-0.3.5-cp310-abi3-win_amd64.whl
| Download URL | pygraphina-0.3.5-cp310-abi3-win_amd64.whl |
|---|---|
| Size | 835.1 kB |
| Tags | CPython 3.10 Windows x86-64 abi3 |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/7.0.0 CPython/3.10.21
|
Release files / pygraphina-0.3.5-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl
| Download URL | pygraphina-0.3.5-cp310-abi3-manylinux_2_17_x86_64.manylinux2014_x86_64.whl |
|---|---|
| Size | 876.4 kB |
| Tags | CPython 3.10 Linux glibc 2.17+ x86-64 abi3 |
|
SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
twine/7.0.0 CPython/3.10.21
|
Release files / pygraphina-0.3.5-cp310-abi3-macosx_11_0_arm64.whl
| Download URL | pygraphina-0.3.5-cp310-abi3-macosx_11_0_arm64.whl |
|---|---|
| Size | 796.6 kB |
| Tags | CPython 3.10 abi3 macOS 11.0+ ARM64 |
|
SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
twine/7.0.0 CPython/3.10.21
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