#!/usr/bin/env python3 """ Setup automatic Hugging Face sync using Git hooks. This script creates a post-commit hook that automatically uploads dataset changes to Hugging Face when you commit to Git. """ import os import stat from pathlib import Path def setup_git_hook(): """Setup Git post-commit hook for automatic HF sync.""" # Find git directory current_dir = Path.cwd() git_dir = None # Search upwards for .git directory for parent in [current_dir] + list(current_dir.parents): git_path = parent / '.git' if git_path.exists(): git_dir = git_path break if not git_dir: print("āŒ Not in a Git repository") return False # Create hooks directory if it doesn't exist hooks_dir = git_dir / 'hooks' hooks_dir.mkdir(exist_ok=True) # Post-commit hook content hook_content = f"""#!/bin/bash # Auto-generated post-commit hook for Hugging Face dataset sync # Check if the commit affects the dataset folder if git diff-tree --name-only --no-commit-id HEAD | grep -q '^dataset/'; then echo "šŸ¤— Dataset changes detected, syncing to Hugging Face..." # Change to dataset directory cd "{current_dir}" # Run sync script if [ -f "sync_to_hf.sh" ]; then bash sync_to_hf.sh else echo "āŒ sync_to_hf.sh not found" fi else echo "ā„¹ļø No dataset changes detected, skipping HF sync" fi """ # Write post-commit hook hook_path = hooks_dir / 'post-commit' with open(hook_path, 'w') as f: f.write(hook_content) # Make executable os.chmod(hook_path, stat.S_IRWXU | stat.S_IRGRP | stat.S_IROTH) print(f"āœ… Git post-commit hook created: {hook_path}") print("šŸ”„ Dataset will now automatically sync to Hugging Face after git commits") return True def setup_github_action(): """Setup GitHub Action for automatic HF sync.""" # GitHub workflows directory github_dir = Path('.github/workflows') github_dir.mkdir(parents=True, exist_ok=True) # GitHub Action content action_content = """name: Sync Dataset to Hugging Face on: push: paths: - 'dataset/**' branches: - main - master jobs: sync-to-hf: runs-on: ubuntu-latest steps: - name: Checkout repository uses: actions/checkout@v3 with: lfs: true - name: Set up Python uses: actions/setup-python@v4 with: python-version: '3.9' - name: Install dependencies run: | pip install huggingface_hub datasets - name: Sync to Hugging Face env: HF_TOKEN: ${{ secrets.HF_TOKEN }} run: | cd dataset python upload_to_hf.py \\ --repo-name stamp-dataset \\ --commit-message "Auto-sync from GitHub: ${{ github.sha }}" """ # Write GitHub Action action_path = github_dir / 'sync-hf-dataset.yml' with open(action_path, 'w') as f: f.write(action_content) print(f"āœ… GitHub Action created: {action_path}") print("šŸ”§ Add your HF_TOKEN to GitHub repository secrets") print(" Go to: Settings > Secrets and variables > Actions") print(" Add secret: HF_TOKEN = your_huggingface_token") def main(): print("šŸ¤— STAMP Dataset Auto-Sync Setup") print("=================================") print("\\n1. Setting up Git post-commit hook...") if setup_git_hook(): print("āœ… Local Git hook setup complete") print("\\n2. Setting up GitHub Action...") setup_github_action() print("āœ… GitHub Action setup complete") print("\\nšŸŽ‰ Auto-sync setup completed!") print("\\nNext steps:") print("1. Configure repository name in sync_to_hf.sh") print("2. Login to Hugging Face: huggingface-cli login") print("3. For GitHub Action: Add HF_TOKEN to repository secrets") print("4. Test with: git commit -m 'test dataset sync'") if __name__ == "__main__": main()