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# 🤗 Hugging Face Repository Protection Guide
## 📋 Overview
Hugging Face repositories have different protection mechanisms than GitHub. This guide shows how to implement protection for your algorithmic trading repositories on Hugging Face.
## 🛡️ Available Protection Methods
### **1. Repository Settings (Web Interface)**
#### **Access Control:**
1. Go to your repository: `https://huggingface.co/ParallelLLC/algorithmic_trading`
2. Click **"Settings"** tab
3. Configure these settings:
**Repository Visibility:**
- [x] **Private** (recommended for trading systems)
- [ ] Public (if you want to share)
**Collaboration:**
- [x] **Require approval for new collaborators**
- [x] **Restrict push access to maintainers only**
**Model Card:**
- [x] **Require model card for uploads**
- [x] **Validate model card format**
### **2. Git Hooks (Local Protection)**
#### **Pre-commit Hook:**
The pre-commit hook I created will:
- ✅ Warn about direct commits to main
- ✅ Run tests before commit
- ✅ Check code formatting
- ✅ Scan for secrets
- ✅ Prevent commits if checks fail
#### **Install the Hook:**
```bash
# The hook is already installed in .git/hooks/pre-commit
# It will run automatically on every commit
```
### **3. CI/CD Protection**
#### **GitHub Actions (Recommended):**
Since Hugging Face integrates with GitHub:
1. **Keep GitHub as primary** with full protection
2. **Sync to Hugging Face** after GitHub validation
3. **Use GitHub's branch protection** rules
#### **Workflow:**
```bash
# 1. Develop on GitHub (with protection)
git push origin feature/new-strategy
# 2. Create PR on GitHub
# 3. All checks pass
# 4. Merge to main
# 5. Sync to Hugging Face
git push hf main
git push esalguero_hf main
```
### **4. Manual Protection Practices**
#### **Development Workflow:**
```bash
# Always use feature branches
git checkout -b feature/new-strategy
# Make changes
git commit -m "feat: add new strategy"
git push origin feature/new-strategy
# Create PR on GitHub (not Hugging Face)
# Get reviews and approvals
# Merge on GitHub
# Then sync to Hugging Face
```
#### **Code Review Process:**
1. **Never commit directly to main**
2. **Always create feature branches**
3. **Use GitHub for PRs and reviews**
4. **Sync to Hugging Face after approval**
## 🔧 Implementation Steps
### **Step 1: Configure Repository Settings**
1. Go to: `https://huggingface.co/ParallelLLC/algorithmic_trading/settings`
2. Set repository to **Private**
3. Enable **Require approval for collaborators**
### **Step 2: Use GitHub as Primary**
1. **Develop on GitHub** with full protection
2. **Use GitHub's branch protection** rules
3. **Sync to Hugging Face** after validation
### **Step 3: Enable Pre-commit Hook**
```bash
# The hook is already installed and executable
# It will run automatically on commits
```
### **Step 4: Team Guidelines**
```markdown
## Development Guidelines for Hugging Face Repos
### ✅ Do:
- Use GitHub for development and PRs
- Create feature branches for all changes
- Get code review before merging
- Run tests locally before pushing
- Sync to Hugging Face after GitHub approval
### ❌ Don't:
- Commit directly to main branch
- Push untested code
- Skip code review process
- Use Hugging Face for development workflow
```
## 🚨 Emergency Procedures
### **If Direct Commit to Main is Needed:**
```bash
# 1. Create emergency branch
git checkout -b hotfix/emergency-fix
# 2. Make minimal fix
git commit -m "hotfix: emergency fix for critical issue"
# 3. Test thoroughly
python -m pytest tests/
python demo.py
# 4. Push to GitHub first
git push origin hotfix/emergency-fix
# 5. Create emergency PR
# 6. Get expedited review
# 7. Merge and sync to Hugging Face
```
## 📊 Protection Summary
### **GitHub (Primary Development):**
- ✅ Full branch protection
- ✅ Required reviews
- ✅ CI/CD checks
- ✅ Code owner reviews
- ✅ Automated testing
### **Hugging Face (Distribution):**
- ✅ Private repository
- ✅ Pre-commit hooks
- ✅ Manual review process
- ✅ Sync after GitHub validation
## 🎯 Best Practices
### **1. Use GitHub as Source of Truth**
- All development happens on GitHub
- Hugging Face is for distribution
- Sync after GitHub validation
### **2. Never Skip Protection**
- Always use feature branches
- Always get code review
- Always run tests
- Always validate on GitHub first
### **3. Monitor Both Repositories**
- Check GitHub for development status
- Check Hugging Face for distribution status
- Ensure both are in sync
## 🔗 Useful Links
- **GitHub Repository**: https://github.com/EAName/algorithmic_trading
- **Hugging Face ParallelLLC**: https://huggingface.co/ParallelLLC/algorithmic_trading
- **Hugging Face esalguero**: https://huggingface.co/esalguero/algorithmic_trading
- **GitHub Settings**: https://github.com/EAName/algorithmic_trading/settings/branches
- **Hugging Face Settings**: https://huggingface.co/ParallelLLC/algorithmic_trading/settings
---
**Note**: Hugging Face repositories are best used for model distribution and sharing, while GitHub provides the robust development and protection features needed for algorithmic trading systems. |