# Item Classification - Setup Checklist

## 🚀 Quick Start

### Step 1: Run Database Migration
```bash
# Connect to your PostgreSQL database and run:
psql -U your_username -d your_database_name -f backend/migrations/create_item_classification_table.sql

# Or copy-paste the SQL directly into your database client
```

### Step 2: Restart Docker Containers
```bash
# From project root:
docker-compose -f docker-compose.dev.yml down
docker-compose -f docker-compose.dev.yml up --build
```

### Step 3: Test the Features

#### ✅ Test Edit Flow (Long-Press)
1. Open the app and navigate to your grocery list
2. **Long-press** (500ms) on any existing item
3. EditItemModal should open with prepopulated data
4. Try selecting:
   - Item Type: "Produce"
   - Item Group: "Fruits" (filtered by type)
   - Zone: "Fresh Foods Right" (optional)
5. Click "Save Changes"
6. Item should update successfully

#### ✅ Test Add Flow (with Classification)
1. Click the "+" button to add a new item
2. Enter item name: "Organic Bananas"
3. Set quantity: 3
4. Click "Add Item"
5. Upload an image (or skip)
6. **NEW:** ItemClassificationModal appears
7. Select:
   - Item Type: "Produce"
   - Item Group: "Organic Produce"
   - Zone: "Fresh Foods Right"
8. Click "Confirm"
9. Item should appear in list

#### ✅ Test Skip Classification
1. Add a new item
2. Upload/skip image
3. When ItemClassificationModal appears, click "Skip for Now"
4. Item should be added without classification
5. Long-press the item to add classification later

## 🐛 Common Issues

### Long-press not working?
- Make sure you're logged in as editor or admin
- Try both mobile (touch) and desktop (mouse)
- Check browser console for errors

### Classification not saving?
- Verify database migration was successful
- Check that item_classification table exists
- Look for validation errors in browser console

### Item groups not showing?
- Ensure you selected an item type first
- The groups are filtered by the selected type

## 📊 What Was Implemented

### Backend (Node.js + Express + PostgreSQL)
- ✅ Classification constants with validation helpers
- ✅ Database model methods (getClassification, upsertClassification, updateItem)
- ✅ API endpoints (GET /list/item/:id/classification, PUT /list/item/:id)
- ✅ Controller with validation logic
- ✅ Database migration script

### Frontend (React + TypeScript)
- ✅ Classification constants (mirrored from backend)
- ✅ EditItemModal component with cascading selects
- ✅ ItemClassificationModal for new items
- ✅ Long-press detection (500ms) on GroceryListItem
- ✅ Enhanced add flow with classification step
- ✅ API integration methods

## 📝 Key Features

1. **Edit Existing Items**
   - Long-press any item (bought or unbought)
   - Edit name, quantity, and classification
   - Classification is optional

2. **Classify New Items**
   - After image upload, classification step appears
   - Can skip classification if desired
   - Required: item_type and item_group
   - Optional: zone

3. **Smart Filtering**
   - Item groups filtered by selected item type
   - Only valid combinations allowed
   - No free-text entry

4. **Confidence Tracking**
   - User-provided: confidence=1.0, source='user'
   - Ready for future ML features (confidence<1.0, source='ml')

## 📖 Full Documentation

See [CLASSIFICATION_IMPLEMENTATION.md](CLASSIFICATION_IMPLEMENTATION.md) for:
- Complete architecture details
- API request/response examples
- Data flow diagrams
- Troubleshooting guide
- Future enhancement ideas

## 🎯 Next Steps

1. Run the database migration (Step 1 above)
2. Restart your containers (Step 2 above)
3. Test both flows (Step 3 above)
4. Optionally: Customize the classification constants in:
   - `backend/constants/classifications.js`
   - `frontend/src/constants/classifications.js`

## ⚡ Pro Tips

- **Long-press timing**: 500ms - not too fast, not too slow
- **Movement threshold**: Keep finger/mouse within 10px to trigger
- **Desktop testing**: Hold mouse button down for 500ms
- **Skip button**: Always available - classification is never forced
- **Edit anytime**: Long-press to edit classification after creation

## 🎨 UI/UX Notes

- **EditItemModal**: Full-screen on mobile, centered card on desktop
- **ItemClassificationModal**: Appears after image upload (seamless flow)
- **Long-press**: Provides haptic feedback on supported devices
- **Validation**: Inline validation with user-friendly error messages
- **Loading states**: "Saving..." text during API calls

Enjoy your new classification system! 🎉
