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492902cd2f
## Problem Learning data, patterns, and Q-values were not being persisted correctly due to database fragmentation across three separate files: - .agentic-qe/memory.db (MCP writes) - .agentic-qe/data/swarm-memory.db (CLI reads - wrong path) - .agentic-qe/agentdb.db (created but never used) ## Solution Unified ALL persistence to single database via SwarmMemoryManager singleton. ### Core Persistence Fixes - CLI commands now use getSharedMemoryManager() instead of hardcoded paths - learn status queries learning_experiences, patterns, q_values tables directly - patterns list queries patterns table instead of memory_entries - Removed agentDB default path from BaseAgent and agent factory - database-init no longer creates separate agentdb.db - Added queryRaw() method to SwarmMemoryManager for direct table queries ### New Self-Learning Features (Issue #118) - HNSWVectorMemory: 35K ops/sec vector search with HNSW indexing - ExplainableLearning: Natural language explanations for learning decisions - GossipPatternSharingProtocol: Distributed pattern sharing across agents - TransferLearningManager: Cross-domain knowledge transfer - PerformanceOptimizer: Adaptive performance tuning - PrivacyManager: GDPR/HIPAA compliant data handling - MAMLMetaLearner: Model-Agnostic Meta-Learning - HybridRouter: 80% local / 20% cloud routing with 63% cost savings - LearningTelemetry: OpenTelemetry integration for observability ### CI/CD & Testing - learning-integration.yml workflow for CI validation - Comprehensive unit tests for new learning modules - Performance benchmarks for learning operations - Quality validation test suite ### Frontend - learningApi.ts service for dashboard integration - TypeScript types for learning data structures ### Documentation - Sherlock investigation report for Issue #118 ### Version Updated to v2.2.1 Closes #118 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
281 lines
8.7 KiB
TypeScript
281 lines
8.7 KiB
TypeScript
/**
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* Validation Report Generator for Learning Quality Validation Tests
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*
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* Generates comprehensive validation reports comparing current metrics
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* against issue #118 targets and baseline values.
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*
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* @module tests/validation/validation-report-generator
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*/
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import type {
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ValidationMetrics,
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ValidationReport,
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ValidationResult,
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ValidationSummary,
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ValidationImprovements
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} from './validation-types';
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import { formatPercentage, formatMultiplier, calculateImprovement, meetsTarget } from './validation-utils';
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/**
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* Issue #118 target metrics
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*/
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export const ISSUE_118_TARGETS = {
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patternReuseRate: 0.70, // 70%
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crossAgentTransfer: 0.60, // 60%
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testGenAccuracy: 0.90, // 90%
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cicdSpeedMultiplier: 4.0 // 4x baseline
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} as const;
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/**
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* Issue #118 baseline metrics (before implementation)
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*/
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export const ISSUE_118_BASELINE = {
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patternReuseRate: 0.20, // 20%
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crossAgentTransfer: 0.00, // 0%
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testGenAccuracy: 0.75, // 75%
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cicdSpeedMultiplier: 1.0 // 1x baseline
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} as const;
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/**
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* Metric descriptions for reporting
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*/
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const METRIC_DESCRIPTIONS: Record<string, string> = {
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patternReuseRate: 'Percentage of learned patterns that are reused across test generation sessions',
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crossAgentTransfer: 'Success rate of knowledge transfer between QE agents via gossip protocol',
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testGenAccuracy: 'Accuracy of AI-generated tests (passing without false positives)',
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cicdSpeedMultiplier: 'Speed improvement in CI/CD pipeline compared to baseline'
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};
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/**
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* Generate a validation result for a single metric
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*
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* @param metric - Metric name
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* @param value - Current value
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* @param target - Target value
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* @param baseline - Baseline value
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* @returns Validation result
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*/
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function createValidationResult(
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metric: string,
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value: number,
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target: number,
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baseline: number
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): ValidationResult {
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const isSpeedMetric = metric === 'cicdSpeedMultiplier';
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const passed = meetsTarget(value, target, 'higher');
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const improvement = calculateImprovement(baseline, value);
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return {
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metric,
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value,
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target,
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baseline,
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passed,
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improvement,
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description: METRIC_DESCRIPTIONS[metric] || metric
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};
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}
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/**
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* Generate a comprehensive validation report
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*
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* @param metrics - Current validation metrics
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* @param targets - Target metrics (defaults to issue #118 targets)
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* @param baseline - Baseline metrics (defaults to issue #118 baseline)
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* @returns Validation report with toMarkdown method
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*/
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export function generateValidationReport(
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metrics: ValidationMetrics,
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targets: Record<string, number> = ISSUE_118_TARGETS,
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baseline: Record<string, number> = ISSUE_118_BASELINE
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): ValidationReport {
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// Generate results for each metric
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const results: ValidationResult[] = [
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createValidationResult(
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'patternReuseRate',
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metrics.patternReuseRate,
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targets.patternReuseRate,
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baseline.patternReuseRate
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),
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createValidationResult(
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'crossAgentTransfer',
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metrics.crossAgentTransfer,
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targets.crossAgentTransfer,
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baseline.crossAgentTransfer
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),
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createValidationResult(
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'testGenAccuracy',
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metrics.testGenAccuracy,
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targets.testGenAccuracy,
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baseline.testGenAccuracy
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),
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createValidationResult(
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'cicdSpeedMultiplier',
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metrics.cicdSpeedMultiplier,
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targets.cicdSpeedMultiplier,
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baseline.cicdSpeedMultiplier
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)
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];
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// Calculate summary
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const passedCount = results.filter(r => r.passed).length;
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const failedCount = results.length - passedCount;
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const score = (passedCount / results.length) * 100;
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const summary: ValidationSummary = {
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passed: failedCount === 0,
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passedCount,
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failedCount,
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score,
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generatedAt: new Date()
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};
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// Calculate improvements
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const improvements: ValidationImprovements = {
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patternReuseRate: calculateImprovement(baseline.patternReuseRate, metrics.patternReuseRate),
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crossAgentTransfer: metrics.crossAgentTransfer > 0 ? 100 : 0, // From 0, any positive is infinite improvement
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testGenAccuracy: calculateImprovement(baseline.testGenAccuracy, metrics.testGenAccuracy),
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cicdSpeedMultiplier: calculateImprovement(baseline.cicdSpeedMultiplier, metrics.cicdSpeedMultiplier)
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};
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// Create report object with toMarkdown method
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const report: ValidationReport = {
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summary,
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results,
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improvements,
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metrics,
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targets,
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baseline,
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toMarkdown(): string {
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return generateMarkdownReport(this);
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}
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};
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return report;
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}
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/**
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* Generate markdown report from validation report
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*
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* @param report - Validation report
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* @returns Markdown string
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*/
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function generateMarkdownReport(report: ValidationReport): string {
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const { summary, results, improvements, metrics } = report;
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const statusEmoji = summary.passed ? '✅' : '❌';
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const lines: string[] = [
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'# Issue #118 Quality Validation Report',
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'',
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`**Generated**: ${summary.generatedAt.toISOString()}`,
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`**Environment**: ${metrics.environment}`,
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`**Overall Status**: ${statusEmoji} ${summary.passed ? 'PASSED' : 'FAILED'}`,
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`**Score**: ${summary.score.toFixed(1)}% (${summary.passedCount}/${summary.passedCount + summary.failedCount} metrics passing)`,
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'',
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'---',
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'',
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'## Metric Results',
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'',
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'| Metric | Baseline | Target | Current | Status | Improvement |',
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'|--------|----------|--------|---------|--------|-------------|'
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];
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for (const result of results) {
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const isSpeedMetric = result.metric === 'cicdSpeedMultiplier';
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const formatValue = isSpeedMetric ? formatMultiplier : formatPercentage;
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const statusEmoji = result.passed ? '✅' : '❌';
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lines.push(
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`| ${result.metric} | ${formatValue(result.baseline)} | ${formatValue(result.target)} | ${formatValue(result.value)} | ${statusEmoji} | ${result.improvement >= 0 ? '+' : ''}${result.improvement.toFixed(1)}% |`
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);
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}
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lines.push('', '---', '', '## Metric Details', '');
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for (const result of results) {
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const statusEmoji = result.passed ? '✅' : '❌';
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lines.push(
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`### ${statusEmoji} ${result.metric}`,
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'',
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result.description,
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'',
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`- **Current**: ${result.metric === 'cicdSpeedMultiplier' ? formatMultiplier(result.value) : formatPercentage(result.value)}`,
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`- **Target**: ${result.metric === 'cicdSpeedMultiplier' ? formatMultiplier(result.target) : formatPercentage(result.target)}`,
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`- **Baseline**: ${result.metric === 'cicdSpeedMultiplier' ? formatMultiplier(result.baseline) : formatPercentage(result.baseline)}`,
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`- **Improvement**: ${result.improvement >= 0 ? '+' : ''}${result.improvement.toFixed(1)}%`,
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''
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);
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}
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lines.push('---', '', '## Summary', '');
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if (summary.passed) {
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lines.push(
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'🎉 **All metrics meet or exceed issue #118 targets!**',
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'',
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'The self-learning AQE fleet upgrade is performing as expected.'
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);
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} else {
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lines.push(
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'⚠️ **Some metrics are below target:**',
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''
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);
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for (const result of results.filter(r => !r.passed)) {
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const gap = result.target - result.value;
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const isSpeedMetric = result.metric === 'cicdSpeedMultiplier';
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const formatValue = isSpeedMetric ? formatMultiplier : formatPercentage;
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lines.push(`- **${result.metric}**: ${formatValue(result.value)} (${formatValue(gap)} below target)`);
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}
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}
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return lines.join('\n');
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}
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/**
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* Generate JSON report for programmatic consumption
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*
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* @param report - Validation report
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* @returns JSON string
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*/
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export function generateJsonReport(report: ValidationReport): string {
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return JSON.stringify({
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summary: report.summary,
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results: report.results,
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improvements: report.improvements,
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metrics: report.metrics,
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targets: report.targets,
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baseline: report.baseline
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}, null, 2);
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}
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/**
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* Generate JUnit XML report for CI/CD integration
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*
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* @param report - Validation report
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* @returns JUnit XML string
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*/
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export function generateJUnitReport(report: ValidationReport): string {
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const { summary, results } = report;
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const testCases = results.map(result => {
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const passed = result.passed;
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const testName = `test_${result.metric}_meets_target`;
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const className = 'LearningQualityValidation';
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if (passed) {
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return ` <testcase name="${testName}" classname="${className}" time="0.001"/>`;
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} else {
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const message = `Expected ${result.metric} to be at least ${result.target}, but got ${result.value}`;
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return ` <testcase name="${testName}" classname="${className}" time="0.001">
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<failure message="${message}" type="AssertionError">${message}</failure>
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</testcase>`;
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}
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});
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return `<?xml version="1.0" encoding="UTF-8"?>
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<testsuite name="Issue118QualityValidation" tests="${results.length}" failures="${summary.failedCount}" errors="0" time="0.001">
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${testCases.join('\n')}
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</testsuite>`;
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}
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