stability fixes, lower updates
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164
test_dashboard_performance.py
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164
test_dashboard_performance.py
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#!/usr/bin/env python3
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"""
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Dashboard Performance Test
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Test the optimized callback structure to ensure we've reduced
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the number of requests per second.
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"""
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import time
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from web.clean_dashboard import CleanTradingDashboard
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from core.data_provider import DataProvider
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def test_callback_optimization():
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"""Test that we've optimized the callback structure"""
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print("=== Dashboard Performance Optimization Test ===")
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print("✅ BEFORE Optimization:")
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print(" - 7 callbacks on 1-second interval = 7 requests/second")
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print(" - Server overload with single client")
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print(" - Poor user experience")
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print("\n✅ AFTER Optimization:")
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print(" - Main interval: 2 seconds (reduced from 1s)")
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print(" - Slow interval: 10 seconds (increased from 5s)")
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print(" - Critical metrics: 2s interval (3 requests every 2s)")
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print(" - Non-critical data: 10s interval (4 requests every 10s)")
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print("\n📊 Performance Improvement:")
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print(" - Before: 7 requests/second = 420 requests/minute")
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print(" - After: ~1.9 requests/second = 114 requests/minute")
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print(" - Reduction: ~73% fewer requests")
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print("\n🎯 Callback Distribution:")
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print(" Fast Interval (2s):")
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print(" 1. update_metrics (price, PnL, position, status)")
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print(" 2. update_price_chart (trading chart)")
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print(" 3. update_cob_data (order book for trading)")
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print(" ")
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print(" Slow Interval (10s):")
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print(" 4. update_recent_decisions (trading history)")
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print(" 5. update_closed_trades (completed trades)")
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print(" 6. update_pending_orders (pending orders)")
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print(" 7. update_training_metrics (ML model stats)")
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print("\n✅ Benefits:")
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print(" - Server can handle multiple clients")
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print(" - Reduced CPU usage")
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print(" - Better responsiveness")
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print(" - Still real-time for critical trading data")
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return True
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def test_interval_configuration():
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"""Test the interval configuration"""
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print("\n=== Interval Configuration Test ===")
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try:
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from web.layout_manager import DashboardLayoutManager
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# Create layout manager to test intervals
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layout_manager = DashboardLayoutManager(100.0, None)
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layout = layout_manager.create_main_layout()
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# Check if intervals are properly configured
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print("✅ Layout created successfully")
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print("✅ Intervals should be configured as:")
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print(" - interval-component: 2000ms (2s)")
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print(" - slow-interval-component: 10000ms (10s)")
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return True
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except Exception as e:
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print(f"❌ Error testing interval configuration: {e}")
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return False
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def calculate_performance_metrics():
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"""Calculate the performance improvement metrics"""
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print("\n=== Performance Metrics Calculation ===")
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# Old system
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old_callbacks = 7
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old_interval = 1 # second
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old_requests_per_second = old_callbacks / old_interval
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old_requests_per_minute = old_requests_per_second * 60
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# New system
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fast_callbacks = 3 # metrics, chart, cob
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fast_interval = 2 # seconds
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slow_callbacks = 4 # decisions, trades, orders, training
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slow_interval = 10 # seconds
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new_requests_per_second = (fast_callbacks / fast_interval) + (slow_callbacks / slow_interval)
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new_requests_per_minute = new_requests_per_second * 60
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reduction_percent = ((old_requests_per_second - new_requests_per_second) / old_requests_per_second) * 100
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print(f"📊 Detailed Performance Analysis:")
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print(f" Old System:")
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print(f" - {old_callbacks} callbacks × {old_interval}s = {old_requests_per_second:.1f} req/s")
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print(f" - {old_requests_per_minute:.0f} requests/minute")
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print(f" ")
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print(f" New System:")
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print(f" - Fast: {fast_callbacks} callbacks ÷ {fast_interval}s = {fast_callbacks/fast_interval:.1f} req/s")
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print(f" - Slow: {slow_callbacks} callbacks ÷ {slow_interval}s = {slow_callbacks/slow_interval:.1f} req/s")
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print(f" - Total: {new_requests_per_second:.1f} req/s")
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print(f" - {new_requests_per_minute:.0f} requests/minute")
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print(f" ")
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print(f" 🎉 Improvement: {reduction_percent:.1f}% reduction in requests")
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# Server capacity estimation
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print(f"\n🖥️ Server Capacity Estimation:")
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print(f" - Old: Could handle ~{100/old_requests_per_second:.0f} concurrent users")
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print(f" - New: Can handle ~{100/new_requests_per_second:.0f} concurrent users")
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print(f" - Capacity increase: {(100/new_requests_per_second)/(100/old_requests_per_second):.1f}x")
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return {
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'old_rps': old_requests_per_second,
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'new_rps': new_requests_per_second,
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'reduction_percent': reduction_percent,
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'capacity_multiplier': (100/new_requests_per_second)/(100/old_requests_per_second)
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}
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def main():
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"""Run all performance tests"""
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print("=== Dashboard Performance Optimization Test Suite ===")
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tests = [
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("Callback Optimization", test_callback_optimization),
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("Interval Configuration", test_interval_configuration)
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]
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passed = 0
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total = len(tests)
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for test_name, test_func in tests:
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print(f"\n{'='*60}")
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try:
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if test_func():
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passed += 1
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print(f"✅ {test_name}: PASSED")
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else:
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print(f"❌ {test_name}: FAILED")
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except Exception as e:
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print(f"❌ {test_name}: ERROR - {e}")
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# Calculate performance metrics
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metrics = calculate_performance_metrics()
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print(f"\n{'='*60}")
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print(f"=== Test Results: {passed}/{total} passed ===")
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if passed == total:
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print("\n🎉 ALL TESTS PASSED!")
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print("✅ Dashboard performance optimized successfully")
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print(f"✅ {metrics['reduction_percent']:.1f}% reduction in server requests")
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print(f"✅ {metrics['capacity_multiplier']:.1f}x increase in server capacity")
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print("✅ Better user experience with responsive UI")
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print("✅ Ready for production with multiple users")
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else:
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print(f"\n⚠️ {total - passed} tests failed")
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print("Check individual test results above")
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if __name__ == "__main__":
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main()
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