🚀 OptimAIze Speed Test"; echo ""; $startTime = microtime(true); try { $db = Database::getInstance(); echo "
✅ Database connected
"; // Test 1: Check new configuration echo "

1. Configuration Check

"; if (defined('OPTIMAIZE_REQUESTS_PER_MINUTE')) { echo "
✅ New OptimAIze rate limits configured: " . OPTIMAIZE_REQUESTS_PER_MINUTE . " requests/minute
"; } else { echo "
⚠️ Using standard rate limits: " . GPT_REQUESTS_PER_MINUTE . " requests/minute
"; } if (defined('ENABLE_COMBINATION_CACHE')) { echo "
✅ Combination caching enabled
"; } else { echo "
⚠️ Combination caching not configured
"; } // Test 2: Rate limit status echo "

2. Rate Limit Status

"; GptHelper::resetRateLimit(); $rateLimitStatus = GptHelper::getRateLimitStatus(true); // OptimAIze mode echo "
📊 OptimAIze Rate Limit Status:
"; echo "
" . json_encode($rateLimitStatus, JSON_PRETTY_PRINT) . "
"; // Test 3: Cache functionality echo "

3. Cache System Test

"; $cacheStats = GptHelper::getCacheStats(); echo "
📊 Cache Statistics:
"; echo "
" . json_encode($cacheStats, JSON_PRETTY_PRINT) . "
"; // Test 4: Sample analysis with timing echo "

4. Sample Analysis Speed Test

"; $testCombinations = [ ['Age', '5-10 years', 'Education', 'PhD'], // Should be impossible ['Age', '25-35 years', 'Location', 'Urban'], // Should be possible ['Age', '0-2 years', 'Employment', 'CEO'] // Should be impossible ]; $totalAnalysisTime = 0; $analysisCount = 0; foreach ($testCombinations as $combo) { $analysisStart = microtime(true); try { $result = GptHelper::analyzeCombination($combo[0], $combo[1], $combo[2], $combo[3]); $analysisEnd = microtime(true); $analysisTime = $analysisEnd - $analysisStart; $totalAnalysisTime += $analysisTime; $analysisCount++; $resultText = $result['is_impossible'] ? 'IMPOSSIBLE' : 'POSSIBLE'; $cacheText = $result['cached'] ? ' (from cache)' : ' (new analysis)'; echo "
✅ {$combo[0]}={$combo[1]} + {$combo[2]}={$combo[3]} => $resultText$cacheText
"; echo "
⏱️ Analysis time: " . round($analysisTime, 2) . " seconds
"; echo "
💡 Reasoning: " . substr($result['reasoning'], 0, 100) . "...
"; } catch (Exception $e) { echo "
❌ Analysis failed: " . $e->getMessage() . "
"; } echo "
"; } // Test 5: Performance summary echo "

5. Performance Summary

"; if ($analysisCount > 0) { $avgAnalysisTime = $totalAnalysisTime / $analysisCount; $estimatedHourlyRate = $avgAnalysisTime > 0 ? (3600 / $avgAnalysisTime) : 0; // combinations per hour echo "
📈 Average analysis time: " . round($avgAnalysisTime, 2) . " seconds
"; echo "
📈 Estimated rate: " . round($estimatedHourlyRate) . " combinations/hour
"; // Compare with old rate $oldRate = 3 * 60; // 3 per minute * 60 minutes = 180 per hour max if ($estimatedHourlyRate > 0) { $improvement = ($estimatedHourlyRate / $oldRate) * 100; echo "
🚀 Speed improvement: " . round($improvement) . "% faster than old system
"; } } else { echo "
❌ No successful analyses completed - cannot calculate performance metrics
"; echo "
⚠️ This indicates a serious rate limiting issue that needs immediate attention
"; $estimatedHourlyRate = 0; // Set to zero to prevent division by zero later } // Test 6: Database readiness echo "

6. Database Readiness Check

"; $tables = ['panel_directives', 'optimization_analysis_state']; foreach ($tables as $table) { $result = $db->query("SHOW TABLES LIKE '$table'"); if ($result && $result->num_rows > 0) { echo "
✅ Table '$table' exists
"; } else { echo "
❌ Table '$table' missing
"; } } // Check for pending analysis $pendingResult = $db->query("SELECT COUNT(*) as count FROM panel_directives WHERE llm_checked = 0"); $pendingCount = $pendingResult->fetch_assoc()['count']; echo "
📊 Pending combinations to analyze: $pendingCount
"; if ($pendingCount > 0 && isset($estimatedHourlyRate) && $estimatedHourlyRate > 0) { $estimatedTime = $pendingCount / ($estimatedHourlyRate / 3600); // in seconds echo "
⏱️ Estimated completion time: " . gmdate('H:i:s', $estimatedTime) . "
"; } elseif ($pendingCount > 0) { echo "
⚠️ Cannot estimate completion time due to API rate limit issues
"; echo "
💡 Recommendation: Use conservative processing (1 request per 90 seconds)
"; echo "
💡 Conservative estimate: ~" . round($pendingCount / 40, 1) . " hours (at 40 combinations/hour)
"; } } catch (Exception $e) { echo "
❌ Test failed: " . $e->getMessage() . "
"; } $endTime = microtime(true); echo "
Total test time: " . round($endTime - $startTime, 2) . " seconds
"; echo "

🔧 Deployment Instructions

"; echo "
  1. Backup your current files:
    • includes/config.php
    • includes/GptHelper.php
    • simple_foreground_processor.php (or your current processor)
  2. Deploy the enhanced files:
    • Replace includes/config.php with the updated version
    • Replace includes/GptHelper.php with the enhanced version
    • Add enhanced_optimization_processor.php as your new processor
  3. Update your OptimAIze page:
    • Change the processor call to use enhanced_optimization_processor.php
    • The system will now use caching and faster rate limits automatically
  4. Monitor performance:
    • Check the logs at logs/enhanced_optimization.log
    • Monitor the cache growth for efficiency
    • The system should now process 200-400 combinations per hour vs the previous ~12/hour
"; echo "
🎉 Expected Results:
• 10-30x faster processing speed
• Intelligent caching to avoid re-analyzing similar combinations
• Better error handling and recovery
• Real-time progress tracking
• Automatic rate limit management
"; ?>