79 lines
2.9 KiB
Python
79 lines
2.9 KiB
Python
#!/usr/bin/env python3
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"""
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Demo: Data Stream Monitor for Model Input Capture
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This script demonstrates how to use the DataStreamMonitor to capture
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and stream all model input data in console-friendly text format.
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Run this while the dashboard is running to see real-time data streaming.
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"""
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import sys
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import time
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from pathlib import Path
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# Add project root to path
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project_root = Path(__file__).resolve().parent
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sys.path.insert(0, str(project_root))
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def main():
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print("=" * 80)
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print("DATA STREAM MONITOR DEMO")
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print("=" * 80)
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print()
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print("This demo shows how to control the data streaming system.")
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print("Make sure the dashboard is running first with:")
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print(" source venv/bin/activate && python run_clean_dashboard.py")
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print()
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print("Available commands:")
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print("1. Start streaming: python data_stream_control.py start")
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print("2. Stop streaming: python data_stream_control.py stop")
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print("3. Save snapshot: python data_stream_control.py snapshot")
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print("4. Switch to compact: python data_stream_control.py compact")
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print("5. Switch to detailed: python data_stream_control.py detailed")
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print("6. Check status: python data_stream_control.py status")
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print()
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print("Data streams captured:")
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print("• OHLCV data (1m, 5m, 15m timeframes)")
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print("• Real-time tick data")
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print("• COB (Consolidated Order Book) data")
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print("• Technical indicators")
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print("• Model state vectors for each model")
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print("• Recent predictions from all models")
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print("• Training experiences and rewards")
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print()
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print("Output formats:")
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print("• Detailed: Human-readable format with sections")
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print("• Compact: JSON format for programmatic processing")
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print()
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print("Example console output (Detailed format):")
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print("""================================================================================
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DATA STREAM SAMPLE - 14:30:15
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================================================================================
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OHLCV (1m): ETH/USDT | O:4335.67 H:4338.92 L:4334.21 C:4336.67 V:125.8
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TICK: ETH/USDT | Price:4336.67 Vol:0.0456 Side:buy
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COB: ETH/USDT | Imbalance:0.234 Spread:2.3bps Mid:4336.67
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DQN State: 15 features | Price:4336.67
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DQN Prediction: BUY (conf:0.78)
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Training Exp: Action:1 Reward:0.0234 Done:False
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================================================================================
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""")
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print("Example console output (Compact format):")
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print('DATA_STREAM: {"timestamp":"2024-01-15T14:30:15","ohlcv_count":5,"ticks_count":12,"cob_count":8,"predictions_count":3,"experiences_count":7,"price":4336.67,"volume":125.8,"imbalance":0.234,"spread_bps":2.3}')
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print()
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print("To start streaming, run:")
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print(" python data_stream_control.py start")
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print()
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print("The streaming will continue until you stop it with:")
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print(" python data_stream_control.py stop")
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if __name__ == "__main__":
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main()
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