# Real Estate Crawler - Backend Documentation

A property listing aggregator that scrapes Rightmove UK, extracts square meters via OCR, and calculates transit routes.

## Quick Start

```bash
# Docker (recommended) - starts Redis, MySQL, API, and Celery
./start.sh

# Or run locally with Poetry
poetry install
./start.sh --local
```

API available at `http://localhost:5001`

## Dependencies

| Dependency | Purpose |
|------------|---------|
| Python 3.11+ | Runtime |
| Redis | Celery message broker |
| MySQL/SQLite | Database |
| Tesseract OCR | Floorplan text extraction |
| Docker | Containerized deployment |

### Python Packages (key)
- `fastapi` + `uvicorn` - HTTP API
- `celery` - Background tasks
- `sqlmodel` - ORM
- `pytesseract` + `opencv` - OCR
- `aiohttp` - Async HTTP client

## API Endpoints

### Health Check
```bash
curl http://localhost:5001/api/status
# {"status": "OK"}
```

### Get Listings
```bash
curl -H "Authorization: Bearer $TOKEN" \
  "http://localhost:5001/api/listing?limit=10"
```

### Get Listings as GeoJSON
```bash
curl -H "Authorization: Bearer $TOKEN" \
  "http://localhost:5001/api/listing_geojson?listing_type=RENT&min_bedrooms=2&max_price=3000"
```

### Refresh Listings (async)
```bash
curl -X POST -H "Authorization: Bearer $TOKEN" \
  "http://localhost:5001/api/refresh_listings?listing_type=RENT&min_bedrooms=2&max_bedrooms=3&min_price=2000&max_price=4000"
# {"task_id": "abc123", "message": "Task abc123 started"}
```

### Check Task Status
```bash
curl -H "Authorization: Bearer $TOKEN" \
  "http://localhost:5001/api/task_status?task_id=abc123"
# {"task_id": "abc123", "status": "SUCCESS", "result": "..."}
```

### Get Districts
```bash
curl -H "Authorization: Bearer $TOKEN" \
  "http://localhost:5001/api/get_districts"
# {"Westminster": "REGION^93965", "Camden": "REGION^93934", ...}
```

## CLI Commands

```bash
# Fetch listings from Rightmove
python main.py dump-listings -t rent --min-bedrooms 2 --max-price 4000

# Download floorplan images
python main.py dump-images

# Run OCR on floorplans
python main.py detect-floorplan

# Calculate transit routes
python main.py routing -d "10 Downing Street, London" -m TRANSIT -l 10

# Export to GeoJSON
python main.py export-immoweb -O output.geojson -t rent --min-bedrooms 2

# Export to CSV
python main.py export-csv -O output.csv -t rent

# List available districts
python main.py list-districts
```

## Query Parameters

| Parameter | Type | Description |
|-----------|------|-------------|
| `listing_type` | RENT/BUY | Property type |
| `min_bedrooms` | int | Minimum bedrooms |
| `max_bedrooms` | int | Maximum bedrooms |
| `min_price` | int | Minimum price |
| `max_price` | int | Maximum price |
| `min_sqm` | int | Minimum square meters |
| `district` | string | District name (repeatable) |
| `furnish_types` | string | FURNISHED/UNFURNISHED/PART_FURNISHED |
| `last_seen_days` | int | Only listings seen in last N days |

## Architecture

```
┌─────────────┐     ┌─────────────┐     ┌─────────────┐
│   CLI       │     │   HTTP API  │     │   Celery    │
│  (main.py)  │     │ (api/app.py)│     │   Worker    │
└──────┬──────┘     └──────┬──────┘     └──────┬──────┘
       │                   │                   │
       └───────────────────┼───────────────────┘
                           │
                  ┌────────▼────────┐
                  │    Services     │
                  │ (services/*.py) │
                  └────────┬────────┘
                           │
              ┌────────────┼────────────┐
              │            │            │
       ┌──────▼──────┐ ┌───▼───┐ ┌──────▼──────┐
       │ Repository  │ │ Redis │ │  Rightmove  │
       │  (MySQL)    │ │       │ │     API     │
       └─────────────┘ └───────┘ └─────────────┘
```

## Environment Variables

```bash
# Database
DB_CONNECTION_STRING=mysql://user:pass@localhost:3306/wrongmove

# Redis (Celery)
CELERY_BROKER_URL=redis://localhost:6379/0
CELERY_RESULT_BACKEND=redis://localhost:6379/0

# Google Maps (optional, for routing)
ROUTING_API_KEY=your_api_key
```

## Authentication

API endpoints (except `/api/status`) require JWT authentication via Authentik OIDC.

```bash
# Get token from Authentik, then:
curl -H "Authorization: Bearer $TOKEN" http://localhost:5001/api/listing
```

## Project Structure

```
├── main.py              # CLI entry point
├── api/app.py           # FastAPI application
├── services/            # Business logic (shared by CLI + API)
│   ├── listing_service.py
│   ├── export_service.py
│   ├── district_service.py
│   └── task_service.py
├── repositories/        # Database access
├── models/              # SQLModel entities
├── rec/                 # Core logic (query, OCR, routing)
├── tasks/               # Celery background tasks
└── tests/               # Test suite
```

## Running Tests

```bash
pytest tests/ -v --cov=.
mypy .
```