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
72 lines
2.1 KiB
JavaScript
72 lines
2.1 KiB
JavaScript
// API route to get detailed learning system status and visibility
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import { NextResponse } from 'next/server';
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// Import the automation instance to get learning status
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async function getAutomationInstance() {
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try {
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// Import the singleton automation instance
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const { getAutomationInstance } = await import('../../../lib/automation-singleton.js');
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return getAutomationInstance();
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} catch (error) {
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console.error('❌ Could not get automation instance:', error);
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return null;
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}
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}
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export async function GET() {
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try {
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const automation = await getAutomationInstance();
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if (!automation) {
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return NextResponse.json({
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success: false,
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message: 'Automation instance not available'
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}, { status: 503 });
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}
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// Check if automation has learning capabilities
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if (typeof automation.getLearningStatus !== 'function') {
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return NextResponse.json({
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success: true,
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learningSystem: {
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enabled: false,
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message: 'Basic automation running - learning system not integrated',
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recommendation: 'Restart automation to enable AI learning system'
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}
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});
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}
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// Get detailed learning status
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const learningStatus = await automation.getLearningStatus();
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const automationStatus = automation.getStatus();
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return NextResponse.json({
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success: true,
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learningSystem: {
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...learningStatus,
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automationRunning: automationStatus.isRunning,
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totalCycles: automationStatus.stats.totalCycles,
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totalTrades: automationStatus.stats.totalTrades
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},
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visibility: {
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decisionTrackingActive: learningStatus.activeDecisions > 0,
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learningDatabaseConnected: learningStatus.enabled,
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aiEnhancementsActive: learningStatus.learningActive,
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lastUpdateTime: new Date().toISOString()
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}
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});
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} catch (error) {
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console.error('❌ Error getting learning system status:', error);
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return NextResponse.json({
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success: false,
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error: error.message,
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learningSystem: {
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enabled: false,
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error: 'Failed to retrieve learning status'
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}
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}, { status: 500 });
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}
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}
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