GitHub_Collaboration_Relation_Extraction

Collaboration Relation Extraction from GitHub logs. Collaboration relations include 2 categories: EventAction relations and Reference relations. This is a relation extraction tool for Project https://github.com/birdflyi/OSDB_STN_reference_coupling_data_analysis.

Quick Start

Download the directory etc/ and file main.py in GitHub_Collaboration_Relation_Extraction into the root directory of your new project.
Change the default settings in etc/authConf.py.

AuthConfig
- You need to set the DEFAULT_INTMED_MODE in [I_AUTH_SETTINGS_LOCAL_HOSTS, I_AUTH_SETTINGS_ALIYUN_HOSTS, I_AUTH_SETTINGS_ALIYUN_INTERMEDIATE_HOSTS], and set the corresponding auth_settings_xxx_hosts dict.
- If you have an Aliyun Cloud or other database service within github log tables, please set the server authorization information below the line Aliyun
- If you want a sample dataset to start, you can Download a ClickHouse sample data for your docker container, and set the server authorization information below the line local docker image.
GITHUB_TOKENS
- You need to replace the GITHUB_TOKENS with effective GitHub tokens start with 'gh', if you donot have any GitHub token, try to Creating a fine-grained personal access token.

Change the settings in main.py and run it.

Change the repo_names and year settings
- Notes: It may take a lot of time to process all records. Set limit as a positive integer to limit the max number of records when you just want to take a test.
Create the data/ directory
- Create the directory in the root directory of your project: data_dirs = ['data', 'data/github_osdb_data', 'data/global_data', 'data/github_osdb_data/repos', 'data/github_osdb_data/repos_dedup_content', 'data/github_osdb_data/GitHub_Collaboration_Network_repos']. Make directories:

import os

base_dir = '' or os.getcwd()  # you can set a base dir or use the current dir by default.
data_dirs = ['data', 'data/github_osdb_data', 'data/global_data', 'data/github_osdb_data/repos', 'data/github_osdb_data/repos_dedup_content', 'data/github_osdb_data/GitHub_Collaboration_Network_repos']
for rel_data_dir in data_dirs:  \
    os.makedirs(os.path.join(base_dir, rel_data_dir), exist_ok=True)  # avoid the FileExistsError

Release files for gh-core 2.3.1

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

Source distribution (sdist)

Source distribution for gh-core 2.3.1
File	Size	Uploaded
gh_core-2.3.1.tar.gz	123.6 kB	Jan 27, 2026	Details

Built distribution (wheel)

Table of built distributions (wheels) for gh-core 2.3.1
File	Interpreter	ABI	Platform	Reset
gh_core-2.3.1-py2.py3-none-any.whl 130.3 kB Jan 27, 2026	Python 3, Python 2	none	any	Details

Total release size: 253.8 kB

Release files / gh_core-2.3.1.tar.gz

Download URL	gh_core-2.3.1.tar.gz
Size	123.6 kB
Tags	Source
SHA-256 checksum How to use checksums	`9cb8dd5f837e810220929c42d446e2a615f1721ac6c345091836d9c18090c4f6`
BLAKE2b-256 checksum How to use checksums	`2b75cee3b308471cf96697a56dfd3b92b576ae5194e5d35ce2720840d52bea5a`
Upload date	Jan 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`

Release files / gh_core-2.3.1-py2.py3-none-any.whl

Download URL	gh_core-2.3.1-py2.py3-none-any.whl
Size	130.3 kB
Tags	Python 2 Python 3
SHA-256 checksum How to use checksums	`57b69397779bce04bf103526da60f27566c75d8c4e67964256858278dce057c1`
BLAKE2b-256 checksum How to use checksums	`50e0e006961ea99ad7aa4da07209154997fc07b369f04e146a3d8926c1c3ec56`
Upload date	Jan 27, 2026
Uploaded using Trusted Publishing? What is trusted publishing?	No
Uploaded via	`twine/6.1.0 CPython/3.13.7`