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