A platform for algorithmic trading and high-frequency trading (HFT) simulations, integrating Binance and Bybit APIs for rate-limiting compliance and synthetic trade generation. It features robust API interaction, stress testing, and real-time performance monitoring through an interactive dashboard.
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Simulated Trades:
- Mimics HFT environments by generating thousands of trades per second.
- Tracks metrics such as latency, trade volume, and price aggregation.
- Stress-tests system scalability under extreme load.
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Rate Limiter:
- Enforces Binance and Bybit API constraints using a deque-based mechanism.
- Tracks API call rates, latency, and throttled requests.
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WebSocket Streams:
- Streams real-time market data from Binance and Bybit.
- Monitors connection stability, latency, and streaming rates.
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Dynamic Dashboard:
- Visualizes simulated trade metrics, rate limits, and API compliance in real time.
- Provides controls to start, reset, and monitor simulations interactively.
- Simulated Trades: Total trades, latency (average and max), aggregated price data.
- Rate Limiting: API call throughput, throttling, and latency.
- WebSocket Streams: Streaming rates and connection health.
- Binance: REST API and WebSocket for real-time market data.
- Bybit: REST API and WebSocket for live market updates.
This platform bridges HFT simulation and rate limiting compliance, making it an ideal tool for evaluating system performance, testing trading strategies, and ensuring API usage efficiency. Its dynamic dashboard offers real-time insights for stress testing and optimization.