44968c3bb3
- AutomationWithLearning class with decision recording and outcome assessment - Enhanced API endpoints with learning status visibility - Singleton automation manager for seamless learning system integration - EnhancedAILearningPanel component for real-time learning visibility - Learning-enhanced trade execution with AI adjustments to SL/TP - Automatic decision tracking and outcome-based learning Key Features: - Records trading decisions before execution - Enhances analysis with learned patterns - Tracks trade outcomes for continuous improvement - Provides full visibility into AI decision-making process - Integrates SimplifiedStopLossLearner with real trading flow - Whether learning system is active - How many decisions are being tracked - Real-time learning statistics and insights - AI enhancements applied to trading decisions
99 lines
4.1 KiB
JavaScript
99 lines
4.1 KiB
JavaScript
// Test script to verify AI learning system integration
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const path = require('path');
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async function testLearningIntegration() {
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console.log('🧪 Testing AI Learning System Integration...\n');
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try {
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// Test 1: Check if learning-enhanced automation can be imported
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console.log('1️⃣ Testing automation with learning import...');
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const AutomationWithLearning = require('./lib/automation-with-learning.js');
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console.log('✅ AutomationWithLearning imported successfully');
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// Test 2: Create automation instance
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console.log('\n2️⃣ Creating automation instance...');
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const automation = new AutomationWithLearning();
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console.log('✅ Automation instance created');
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console.log(' - Has learner property:', 'learner' in automation);
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console.log(' - Has learning methods:', typeof automation.getLearningStatus === 'function');
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// Test 3: Check if SimplifiedStopLossLearner can be imported
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console.log('\n3️⃣ Testing SimplifiedStopLossLearner import...');
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try {
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const { SimplifiedStopLossLearner } = await import('./lib/simplified-stop-loss-learner-fixed.js');
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console.log('✅ SimplifiedStopLossLearner imported successfully');
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// Test creating learner instance
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const learner = new SimplifiedStopLossLearner();
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console.log('✅ SimplifiedStopLossLearner instance created');
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console.log(' - Available methods:', Object.getOwnPropertyNames(Object.getPrototypeOf(learner)).filter(name => name !== 'constructor'));
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} catch (learnerError) {
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console.log('❌ SimplifiedStopLossLearner import failed:', learnerError.message);
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}
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// Test 4: Initialize learning system
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console.log('\n4️⃣ Testing learning system initialization...');
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try {
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const initialized = await automation.initializeLearningSystem();
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console.log('✅ Learning system initialization result:', initialized);
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console.log(' - Learner created:', !!automation.learner);
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if (automation.learner) {
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console.log(' - Learner type:', automation.learner.constructor.name);
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// Test learning status
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if (typeof automation.getLearningStatus === 'function') {
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const status = await automation.getLearningStatus();
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console.log(' - Learning status:', status);
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}
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}
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} catch (initError) {
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console.log('❌ Learning system initialization failed:', initError.message);
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}
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// Test 5: Test singleton manager
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console.log('\n5️⃣ Testing singleton automation manager...');
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try {
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const { getAutomationInstance } = require('./lib/automation-singleton.js');
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const singletonInstance = await getAutomationInstance();
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console.log('✅ Singleton automation instance retrieved');
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console.log(' - Instance type:', singletonInstance.constructor.name);
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console.log(' - Has learning capabilities:', typeof singletonInstance.getLearningStatus === 'function');
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} catch (singletonError) {
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console.log('❌ Singleton manager test failed:', singletonError.message);
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}
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// Test 6: Test database connection
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console.log('\n6️⃣ Testing database connection...');
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try {
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const { getDB } = require('./lib/db.js');
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const db = await getDB();
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console.log('✅ Database connection successful');
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// Test if learning tables exist
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const tables = await db.$queryRaw`
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SELECT name FROM sqlite_master
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WHERE type='table' AND name LIKE '%learning%'
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`;
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console.log(' - Learning-related tables:', tables.map(t => t.name));
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} catch (dbError) {
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console.log('❌ Database connection failed:', dbError.message);
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}
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console.log('\n🎯 Integration Test Summary:');
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console.log('📊 The AI learning system integration appears to be working');
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console.log('🔗 Key components are properly connected');
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console.log('💡 Learning system should now enhance trading decisions when automation starts');
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} catch (error) {
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console.error('❌ Integration test failed:', error);
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}
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}
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// Run the test
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testLearningIntegration().catch(console.error);
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