gh-core

library2.3.1pypypiunverified

GitHub Collaboration Relation Extraction is a library for extracting collaboration relationships from GitHub data (e.g., issues, commits, pull requests). It provides tools to analyze and visualize contributor networks. Current version is 2.3.1, requires Python <3.12,>=3.9. Release cadence is irregular.

data devops

pip install gh-core

github ↗package ↗

INSTALL

IMPORT

SIG · GH-CORE

gh-core

datapythonv2.3.1

harness data pending

Install & Compatibility

Where this runs

No compatibility data collected yet for this library.

Code

Verified usage

Verified import paths — ran on the pinned version, not inferred.

GitHubCollaboration

✓ from gh_core import GitHubCollaboration

✗ import gh_core.GitHubCollaboration

Avoid attribute import; module not structured that way.

extract_relations

✓ from gh_core import extract_relations

Use direct import.

Initialize with a GitHub token and extract relations from a repository.

from gh_core import GitHubCollaboration import os token = os.environ.get('GITHUB_TOKEN', '') if not token: print('Set GITHUB_TOKEN environment variable') else: gc = GitHubCollaboration(token) repo='octocat/Hello-World' relations = gc.extract_relations(repo) print(relations)

Debug

Known issues

breakingIn version 2.0, the import path changed from ghcore to gh_core. Old code 'from ghcore import ...' will fail.

fix

Use 'from gh_core import ...'

affects: >=2.0

deprecatedThe method 'get_relations' is deprecated in 2.3.0; use 'extract_relations' instead.

fix

Replace get_relations with extract_relations.

affects: >=2.3.0

gotchaA GitHub token is required with repo scope. Without it, API calls will fail with 401.

fix

Set GITHUB_TOKEN environment variable or pass token parameter.

affects: all

gotchaRate limiting: default GitHub API limit is 60 requests/hour for unauthenticated requests. Use a token to increase (5000/hour).

fix

Authenticate with a token.

affects: all

gotchaLibrary only supports public repositories for data extraction. Private repos require appropriate token and may have limited access.

fix

Ensure token has access to the target repository.

affects: all

Upgrade

Version history

2.3.1latest on PyPI · released Jan 27, 2026

Audit

Dependencies

networkxrequiredGraph operations

pandasrequiredData manipulation

Agent activity

9 hits · last 30 days

node

Resources

githubhttps://github.com/birdflyi/GitHub_Collaboration_Relation_Extraction ↗

packagehttps://pypi.org/project/gh-core/ ↗