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Add stock data demo
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stock-data-demo/.gitignore

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# Environment variables
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.env*
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!.env.example
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env.local
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# Dependencies
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node_modules/
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npm-debug.log*
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yarn-debug.log*
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yarn-error.log*
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# Production builds
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.next/
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out/
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dist/
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build/
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# Runtime data
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*.pid
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*.seed
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*.pid.lock
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# Logs
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logs
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*.log
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# Coverage directory used by tools like istanbul
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coverage/
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# IDE files
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.vscode/
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.idea/
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*.swp
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*.swo
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# OS generated files
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.DS_Store
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.DS_Store?
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._*
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.Spotlight-V100
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.Trashes
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ehthumbs.db
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Thumbs.db
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# Temporary files
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*.tmp
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*.temp
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# Archives
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*.tar.gz
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stock-data.tar.gz
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# Frontend backup
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frontend-backup/
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# Application logs
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app.log

stock-data-demo/README.md

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# Stock Data Demo Platform
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A unified, high-throughput stock data demo platform that combines real-time data ingestion with advanced visualization capabilities. This integrated system handles WebSocket data from Polygon.io, stores it in ClickHouse, and provides both administrative controls and sophisticated stock data visualization.
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## 🚀 **Getting Started**
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### **Prerequisites**
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- Node.js 18+
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- Access to ClickHouse cluster
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- Polygon.io API credentials
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### **Installation & Startup**
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```bash
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# Install all dependencies (both backend and frontend)
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npm install
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# Start the integrated platform
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npm start
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# For development with hot reloading
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npm run dev
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```
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### **Access Points**
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- **🏠 Landing Page**: `http://localhost:34567/`
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- **📈 Stock Charts UI**: `http://localhost:34567/stocks` _(live candlestick charts)_
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- **🎛️ Admin Controls**: `http://localhost:34567/admin`
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- **📊 Health API**: `http://localhost:34567/health`
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- **🔌 Metrics API**: `http://localhost:34567/metrics`
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## 🏗️ **Application Structure**
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```
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stock-data/
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├── app.js # Main Express server (ingestion + routing)
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├── package.json # Combined dependencies
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├── public/ # Static assets and admin UI
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│ ├── index.html # Unified landing page
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│ ├── admin.html # Ingestion monitoring UI
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│ ├── styles.css # Admin UI styles
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│ └── app.js # Admin UI JavaScript
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├── frontend/ # Next.js stock visualization app
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│ ├── src/
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│ │ ├── components/ # Stock UI components
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│ │ │ ├── liveDataTable.tsx
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│ │ │ └── liveStockChart.tsx
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│ │ ├── queryHandlers/ # ClickHouse query logic
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│ │ ├── types/ # TypeScript definitions
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│ │ └── app/ # Next.js app structure
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│ ├── next.config.mjs # Next.js configuration
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│ └── tsconfig.json # TypeScript configuration
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└── README.md # This documentation
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```
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## 🔧 **Configuration**
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Key configurable parameters in the `StockDataIngester` class:
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```javascript
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this.maxBatchSize = 1000; // Records per batch
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this.maxMemoryUsage = 100 * 1024 * 1024; // 100MB memory limit
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this.batchTimeout = 5000; // 5 second flush interval
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this.maxConcurrentInserts = 10; // Max parallel ClickHouse inserts
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this.maxReconnectAttempts = 10; // WebSocket reconnection attempts
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```
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## 📊 **Platform Capabilities**
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### **Data Ingestion Service**
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- **Throughput**: 100,000+ messages per second
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- **Memory Management**: Auto-managed with 100MB default limit
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- **Latency**: Sub-second batch processing
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- **Availability**: Automatic recovery from most failure scenarios
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- **Data Types**: Real-time trades and quotes from all US equities
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### **Visualization Frontend**
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- **Real-time Updates**: Live data refreshes every 100ms
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- **Interactive Charts**: Candlestick charts with volume indicators
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- **Time Window Selection**: 4 different aggregation periods (5min to 1day) with smart refresh rates
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- **Chart Performance**: Optimized refresh intervals from 500ms to 60s based on time window
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- **Data Quality**: Direct ClickHouse integration for minimal latency
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- **UI Framework**: Modern React with ClickHouse UI components
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### **Administrative Interface**
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- **Live Monitoring**: Real-time connection status and throughput metrics
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- **Control Panel**: Start, stop, pause, and restart data ingestion
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- **Performance Tracking**: Memory usage, queue lengths, processing rates
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- **Connection History**: Detailed logs of connection events and failures
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## 🔗 **Integration Architecture**
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### **Data Flow**
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1. **WebSocket Ingestion** → Polygon.io real-time feeds
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2. **Data Processing** → Filtering, transformation, and batching
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3. **Database Storage** → ClickHouse with optimized async inserts
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4. **UI Data Access** → Direct ClickHouse queries from frontend
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5. **Administrative Monitoring** → Express API endpoints
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### **Technology Stack**
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- **Backend**: Node.js + Express (JavaScript)
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- **Frontend**: Next.js + React (TypeScript)
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- **Database**: ClickHouse with optimized settings
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- **UI Components**: ClickHouse UI + Custom Components
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- **Charts**: Chart.js with financial data extensions and real-time streaming
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- **Time Windows**: Multiple aggregation periods (1s, 1m, 2m, 1h buckets) with adaptive refresh rates
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- **Real-time**: WebSocket connections + polling
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## 🎮 **Control API**
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```bash
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# Pause data ingestion
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curl -X POST http://localhost:34567/control/pause
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# Resume data ingestion
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curl -X POST http://localhost:34567/control/start
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# Stop ingestion completely
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curl -X POST http://localhost:34567/control/stop
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# Restart with clean reconnection
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curl -X POST http://localhost:34567/control/restart
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```
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## 📈 **Monitoring & Metrics**
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### **Health Check Response**
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```json
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{
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"status": "connected",
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"connected": true,
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"paused": false,
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"uptime": 1234.5,
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"totalUptime": 5678.9,
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"tradesInserted": 125847,
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"quotesInserted": 98234,
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"totalRecordsInserted": 224081,
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"processedMessages": 15678,
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"droppedMessages": 23,
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"memoryUsageMB": 45,
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"runningInserts": 3,
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"queueLength": 0,
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"connectionHistory": [...],
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"statusMessage": "Active - Receiving data"
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}
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```
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## 🚨 **Production Considerations**
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### **Performance Optimization**
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- ClickHouse async inserts with 5MB batches
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- Concurrent insert limiting (max 10 parallel)
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- Memory pressure detection and handling
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- Queue overflow protection
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### **Reliability Features**
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- Exponential backoff reconnection (up to 10 attempts)
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- Stale connection detection (60+ seconds timeout)
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- Graceful shutdown with data preservation
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- Comprehensive error logging and recovery
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### **Scalability Notes**
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- Horizontal scaling: Run multiple ingestion instances
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- Database scaling: ClickHouse cluster configuration
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- Frontend scaling: CDN deployment for static assets
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- Load balancing: Multiple Express instances behind proxy
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## 🔧 **Development**
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### **Frontend Development**
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```bash
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# Build frontend for production
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npm run frontend:build
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# Run frontend in development mode
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npm run frontend:dev
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# Run only the backend
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npm run backend
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```

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