GH-CoRE 2.0.1

GitHub Collaboration Relation Extraction

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

1. Download the directory etc/ and file main.py in GitHub_Collaboration_Relation_Extraction into the root directory of your new project.
2. 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.

3. 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