michaelschiemer/tests/debug/test-ml-performance-monitoring.php

<?php

declare(strict_types=1);

/**
 * Manual Test for ML Performance Monitoring
 *
 * Tests ModelPerformanceMonitor and AlertingService integration
 */

require_once __DIR__ . '/../../vendor/autoload.php';

use App\Framework\Core\AppBootstrapper;
use App\Framework\MachineLearning\ModelManagement\ModelPerformanceMonitor;
use App\Framework\MachineLearning\ModelManagement\AlertingService;
use App\Framework\MachineLearning\ModelManagement\ModelRegistry;
use App\Framework\MachineLearning\ModelManagement\ValueObjects\ModelMetadata;
use App\Framework\Core\ValueObjects\Version;

echo "=== ML Performance Monitoring Test ===\n\n";

try {
    // Bootstrap framework
    echo "1. Bootstrapping framework...\n";
    $basePath = dirname(__DIR__, 2);

    $clock = new \App\Framework\DateTime\SystemClock();
    $highResClock = new \App\Framework\DateTime\SystemHighResolutionClock();
    $memoryMonitor = new \App\Framework\Performance\MemoryMonitor();
    $collector = new \App\Framework\Performance\EnhancedPerformanceCollector(
        $clock,
        $highResClock,
        $memoryMonitor,
        enabled: false
    );

    $bootstrapper = new AppBootstrapper($basePath, $collector, $memoryMonitor);
    $container = $bootstrapper->bootstrapWorker();
    echo "   ✓ Framework bootstrapped\n\n";

    // Initialize ML Model Management
    echo "2. Initializing ML Model Management...\n";
    $mlInitializer = new \App\Framework\MachineLearning\ModelManagement\MLModelManagementInitializer($container);
    $mlInitializer->initialize();
    echo "   ✓ ML Model Management initialized\n\n";

    // Get services
    echo "3. Retrieving Services...\n";
    $performanceMonitor = $container->get(ModelPerformanceMonitor::class);
    echo "   ✓ ModelPerformanceMonitor retrieved\n";

    $alertingService = $container->get(AlertingService::class);
    echo "   ✓ AlertingService retrieved\n";

    $registry = $container->get(ModelRegistry::class);
    echo "   ✓ ModelRegistry retrieved\n\n";

    // Register a test model
    echo "4. Registering Test Model...\n";
    $testMetadata = ModelMetadata::forQueueAnomaly(
        Version::fromString('1.0.0')
    );

    try {
        $registry->register($testMetadata);
        echo "   ✓ Test model registered: queue-anomaly v1.0.0\n\n";
    } catch (\Exception $e) {
        echo "   ℹ Test model already exists (expected): " . $e->getMessage() . "\n\n";
    }

    // Record performance metrics
    echo "5. Recording Performance Metrics...\n";
    try {
        $performanceMonitor->trackPrediction(
            modelName: 'queue-anomaly',
            version: Version::fromString('1.0.0'),
            prediction: false,  // No anomaly
            actual: false,      // Correct prediction
            confidence: 0.85
        );
        echo "   ✓ First prediction tracked\n";

        $performanceMonitor->trackPrediction(
            modelName: 'queue-anomaly',
            version: Version::fromString('1.0.0'),
            prediction: true,   // Anomaly detected
            actual: true,       // Correct prediction
            confidence: 0.92
        );
        echo "   ✓ Second prediction tracked\n";

        $performanceMonitor->trackPrediction(
            modelName: 'queue-anomaly',
            version: Version::fromString('1.0.0'),
            prediction: false,  // No anomaly
            actual: false,      // Correct prediction
            confidence: 0.78
        );
        echo "   ✓ Third prediction tracked\n\n";
    } catch (\Throwable $e) {
        echo "   ✗ Recording error: " . $e->getMessage() . "\n";
        echo "     File: " . $e->getFile() . ":" . $e->getLine() . "\n\n";
    }

    // Get performance metrics
    echo "6. Retrieving Performance Metrics...\n";
    try {
        $metrics = $performanceMonitor->getCurrentMetrics(
            'queue-anomaly',
            Version::fromString('1.0.0')
        );

        echo "   ✓ Metrics retrieved:\n";
        echo "     - Accuracy: " . ($metrics['accuracy'] ?? 'N/A') . "\n";
        echo "     - Precision: " . ($metrics['precision'] ?? 'N/A') . "\n";
        echo "     - Recall: " . ($metrics['recall'] ?? 'N/A') . "\n";
        echo "     - F1 Score: " . ($metrics['f1_score'] ?? 'N/A') . "\n";
        echo "     - Total Predictions: " . ($metrics['total_predictions'] ?? 'N/A') . "\n";
    } catch (\Throwable $e) {
        echo "   ✗ Metrics retrieval error: " . $e->getMessage() . "\n";
        echo "     File: " . $e->getFile() . ":" . $e->getLine() . "\n";
    }
    echo "\n";

    // Test degradation detection
    echo "7. Testing Degradation Detection...\n";
    try {
        $hasDegraded = $performanceMonitor->hasPerformanceDegraded(
            'queue-anomaly',
            Version::fromString('1.0.0')
        );

        if ($hasDegraded) {
            echo "   ⚠ Performance degradation detected\n";
        } else {
            echo "   ✓ No performance degradation (expected with limited data)\n";
        }
    } catch (\Throwable $e) {
        echo "   ✗ Degradation detection error: " . $e->getMessage() . "\n";
        echo "     File: " . $e->getFile() . ":" . $e->getLine() . "\n";
    }
    echo "\n";

    // Test alerting system
    echo "8. Testing Alerting System...\n";
    try {
        // Send a test alert
        $alertingService->sendAlert(
            level: 'info',
            title: 'Performance Monitoring Test',
            message: 'Test alert: Model performance is within acceptable range',
            data: [
                'model' => 'queue-anomaly',
                'version' => '1.0.0',
                'accuracy' => $metrics['accuracy'] ?? 'N/A',
                'total_predictions' => $metrics['total_predictions'] ?? 0
            ]
        );
        echo "   ✓ Test alert sent successfully\n";
        echo "     - Alert logged with level: info\n";
    } catch (\Throwable $e) {
        echo "   ✗ Alerting error: " . $e->getMessage() . "\n";
        echo "     File: " . $e->getFile() . ":" . $e->getLine() . "\n";
    }
    echo "\n";

    echo "=== Performance Monitoring Test Completed ===\n";
    echo "✓ All monitoring components functional\n";

} catch (\Throwable $e) {
    echo "\n!!! FATAL ERROR !!!\n";
    echo "Error: " . $e->getMessage() . "\n";
    echo "File: " . $e->getFile() . ":" . $e->getLine() . "\n";
    echo "\nStack trace:\n" . $e->getTraceAsString() . "\n";
    exit(1);
}