README.md

metadata

license: mit
task_categories:
  - text-generation
  - text-classification
language:
  - en
tags:
  - git
  - commits
  - code
  - software-engineering
size_categories:
  - 10K<n<100K

GitGraph Training Data

This dataset contains commit data extracted from various Git repositories for training the GitGraph model.

Contents

• gitgraph.duckdb - DuckDB database containing:
  • Commit metadata (hash, message, author, timestamp)
  • File changes with diffs
  • Repository information

Usage

from huggingface_hub import hf_hub_download
import duckdb

# Download the database
db_path = hf_hub_download(
    repo_id="blankenshipdanielj/gitgraph-data",
    repo_type="dataset",
    filename="gitgraph.duckdb"
)

# Query the data
conn = duckdb.connect(db_path, read_only=True)
commits = conn.execute("SELECT * FROM commits LIMIT 10").fetchdf()
print(commits)

Schema

commits table

• commit_hash (VARCHAR): Unique commit identifier
• repository_id (VARCHAR): Repository identifier
• message (VARCHAR): Full commit message
• message_subject (VARCHAR): First line of commit message
• author_name (VARCHAR): Author name
• author_email (VARCHAR): Author email
• authored_at (TIMESTAMP): Authoring timestamp

file_changes table

• id (VARCHAR): Unique file change ID
• commit_hash (VARCHAR): Associated commit hash
• file_path (VARCHAR): Path to changed file
• change_type (VARCHAR): Type of change (added, modified, deleted)
• diff_content (VARCHAR): Unified diff content

License

MIT License