mirror of
https://github.com/proffesor-for-testing/agentic-qe.git
synced 2026-09-19 08:45:47 +08:00
9c9a4e110b
Improves database initialization to create all required tables for the QE learning system, including ReasoningBank integration for advanced pattern matching. Changes: - Added ReasoningBank initialization to RealAgentDBAdapter - Creates 10 tables instead of 1 (9x improvement) - Integrated EmbeddingService for semantic pattern search - Added getReasoningBank() API for direct access - Created migration script for existing v1.8.0-1.8.1 users - Updated documentation with migration guide Tables Created: 1. patterns - Base vector embeddings 2-7. QE tables (test_patterns, pattern_usage, etc.) 8-9. ReasoningBank tables (reasoning_patterns, pattern_embeddings) 10. sqlite_sequence - Auto-increment tracking Features: - 150x faster vector search with HNSW indexing - SIMD-accelerated vector operations - Graceful FTS5 fallback for sql.js WASM - Schema versioning (v1.1.0) for future migrations - Zero breaking changes to public APIs Files Modified: - src/core/memory/RealAgentDBAdapter.ts (imports, properties, methods) - package.json (version 1.8.2) - CHANGELOG.md (comprehensive release notes) - README.md (v1.8.2 highlights) New Files: - scripts/migrate-add-qe-tables.ts (migration tool) - docs/MIGRATION-1.8.2.md (upgrade guide) - docs/VERIFICATION-1.8.2.md (verification report) 🤖 Generated with [Claude Code](https://claude.com/claude-code) Co-Authored-By: Claude <noreply@anthropic.com>
221 lines
8.8 KiB
JavaScript
221 lines
8.8 KiB
JavaScript
#!/usr/bin/env node
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/**
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* Migration Script: Add QE Learning Tables to Existing AgentDB
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*
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* This script adds the 6 missing QE-specific tables to an existing agentdb.db
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* without affecting existing data (episodes, patterns, etc.)
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*
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* Tables Added:
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* 1. test_patterns - Core QE test pattern storage
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* 2. pattern_usage - Pattern usage and quality metrics
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* 3. cross_project_mappings - Cross-framework pattern sharing
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* 4. pattern_similarity_index - Pre-computed similarity scores
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* 5. pattern_fts - Full-text search
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* 6. schema_version - Schema migration tracking
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*/
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import { createDatabase } from 'agentdb';
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import * as path from 'path';
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import * as fs from 'fs';
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async function migrateAddQETables() {
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const dbPath = path.join(process.cwd(), '.agentic-qe', 'agentdb.db');
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console.log('🔄 Starting QE Tables Migration...');
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console.log(`📁 Database: ${dbPath}`);
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if (!fs.existsSync(dbPath)) {
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console.error('❌ Error: Database not found at', dbPath);
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process.exit(1);
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}
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// Create backup
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const backupPath = `${dbPath}.backup-${Date.now()}`;
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console.log(`💾 Creating backup: ${backupPath}`);
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fs.copyFileSync(dbPath, backupPath);
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try {
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const db = await createDatabase(dbPath);
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// Check existing data
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const episodeResult = db.exec('SELECT COUNT(*) as count FROM episodes');
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const patternResult = db.exec('SELECT COUNT(*) as count FROM patterns');
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const episodeCount = episodeResult[0]?.values[0]?.[0] || 0;
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const patternCount = patternResult[0]?.values[0]?.[0] || 0;
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console.log(`📊 Existing data: ${episodeCount} episodes, ${patternCount} patterns`);
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// 1. Create test_patterns table
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console.log('Creating test_patterns table...');
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await db.exec(`
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CREATE TABLE IF NOT EXISTS test_patterns (
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id TEXT PRIMARY KEY NOT NULL,
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pattern_type TEXT NOT NULL,
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framework TEXT NOT NULL,
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language TEXT NOT NULL DEFAULT 'typescript',
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code_signature_hash TEXT NOT NULL,
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code_signature TEXT NOT NULL,
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test_template TEXT NOT NULL,
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metadata TEXT NOT NULL,
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version TEXT NOT NULL DEFAULT '1.0.0',
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created_at INTEGER NOT NULL DEFAULT (unixepoch()),
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updated_at INTEGER NOT NULL DEFAULT (unixepoch()),
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CHECK(pattern_type IN ('edge-case', 'integration', 'boundary', 'error-handling', 'unit', 'e2e', 'performance', 'security')),
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CHECK(framework IN ('jest', 'mocha', 'cypress', 'vitest', 'playwright', 'ava', 'jasmine'))
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)
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`);
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await db.exec('CREATE INDEX IF NOT EXISTS idx_patterns_framework_type ON test_patterns(framework, pattern_type)');
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await db.exec('CREATE INDEX IF NOT EXISTS idx_patterns_signature_hash ON test_patterns(code_signature_hash)');
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await db.exec('CREATE UNIQUE INDEX IF NOT EXISTS idx_patterns_dedup ON test_patterns(code_signature_hash, framework)');
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console.log('✅ test_patterns created');
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// 2. Create pattern_usage table
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console.log('Creating pattern_usage table...');
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await db.exec(`
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CREATE TABLE IF NOT EXISTS pattern_usage (
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id INTEGER PRIMARY KEY AUTOINCREMENT,
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pattern_id TEXT NOT NULL,
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project_id TEXT NOT NULL,
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usage_count INTEGER NOT NULL DEFAULT 0,
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success_count INTEGER NOT NULL DEFAULT 0,
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failure_count INTEGER NOT NULL DEFAULT 0,
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avg_execution_time REAL NOT NULL DEFAULT 0.0,
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avg_coverage_gain REAL NOT NULL DEFAULT 0.0,
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flaky_count INTEGER NOT NULL DEFAULT 0,
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quality_score REAL NOT NULL DEFAULT 0.0,
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first_used INTEGER NOT NULL DEFAULT (unixepoch()),
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last_used INTEGER NOT NULL DEFAULT (unixepoch()),
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FOREIGN KEY (pattern_id) REFERENCES test_patterns(id) ON DELETE CASCADE,
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UNIQUE(pattern_id, project_id)
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)
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`);
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await db.exec('CREATE INDEX IF NOT EXISTS idx_usage_pattern ON pattern_usage(pattern_id)');
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await db.exec('CREATE INDEX IF NOT EXISTS idx_usage_quality ON pattern_usage(quality_score DESC)');
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console.log('✅ pattern_usage created');
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// 3. Create cross_project_mappings table
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console.log('Creating cross_project_mappings table...');
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await db.exec(`
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CREATE TABLE IF NOT EXISTS cross_project_mappings (
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id INTEGER PRIMARY KEY AUTOINCREMENT,
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pattern_id TEXT NOT NULL,
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source_framework TEXT NOT NULL,
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target_framework TEXT NOT NULL,
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transformation_rules TEXT NOT NULL,
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compatibility_score REAL NOT NULL DEFAULT 1.0,
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project_count INTEGER NOT NULL DEFAULT 0,
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success_rate REAL NOT NULL DEFAULT 0.0,
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created_at INTEGER NOT NULL DEFAULT (unixepoch()),
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updated_at INTEGER NOT NULL DEFAULT (unixepoch()),
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FOREIGN KEY (pattern_id) REFERENCES test_patterns(id) ON DELETE CASCADE,
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UNIQUE(pattern_id, source_framework, target_framework)
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)
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`);
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console.log('✅ cross_project_mappings created');
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// 4. Create pattern_similarity_index table
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console.log('Creating pattern_similarity_index table...');
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await db.exec(`
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CREATE TABLE IF NOT EXISTS pattern_similarity_index (
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pattern_a TEXT NOT NULL,
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pattern_b TEXT NOT NULL,
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similarity_score REAL NOT NULL,
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structure_similarity REAL NOT NULL,
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identifier_similarity REAL NOT NULL,
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metadata_similarity REAL NOT NULL,
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algorithm TEXT NOT NULL DEFAULT 'hybrid-tfidf',
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last_computed INTEGER NOT NULL DEFAULT (unixepoch()),
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PRIMARY KEY (pattern_a, pattern_b),
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FOREIGN KEY (pattern_a) REFERENCES test_patterns(id) ON DELETE CASCADE,
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FOREIGN KEY (pattern_b) REFERENCES test_patterns(id) ON DELETE CASCADE
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)
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`);
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await db.exec('CREATE INDEX IF NOT EXISTS idx_similarity_score ON pattern_similarity_index(similarity_score DESC)');
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console.log('✅ pattern_similarity_index created');
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// 5. Create pattern_fts table (with fallback)
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console.log('Creating pattern_fts table...');
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try {
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await db.exec(`
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CREATE VIRTUAL TABLE IF NOT EXISTS pattern_fts USING fts5(
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pattern_id UNINDEXED,
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pattern_name,
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description,
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tags,
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framework,
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pattern_type,
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content='',
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tokenize='porter ascii'
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)
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`);
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console.log('✅ pattern_fts created (FTS5)');
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} catch (error: any) {
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if (error.message?.includes('no such module: fts5')) {
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console.log('⚠️ FTS5 not available, using regular table fallback');
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await db.exec(`
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CREATE TABLE IF NOT EXISTS pattern_fts (
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pattern_id TEXT PRIMARY KEY,
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pattern_name TEXT,
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description TEXT,
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tags TEXT,
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framework TEXT,
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pattern_type TEXT
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)
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`);
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await db.exec('CREATE INDEX IF NOT EXISTS idx_fts_pattern_name ON pattern_fts(pattern_name)');
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await db.exec('CREATE INDEX IF NOT EXISTS idx_fts_framework ON pattern_fts(framework)');
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await db.exec('CREATE INDEX IF NOT EXISTS idx_fts_pattern_type ON pattern_fts(pattern_type)');
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console.log('✅ pattern_fts created (fallback)');
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} else {
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throw error;
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}
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}
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// 6. Create schema_version table
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console.log('Creating schema_version table...');
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await db.exec(`
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CREATE TABLE IF NOT EXISTS schema_version (
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version TEXT PRIMARY KEY,
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applied_at INTEGER NOT NULL DEFAULT (unixepoch()),
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description TEXT
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)
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`);
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await db.exec(`
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INSERT OR IGNORE INTO schema_version (version, description)
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VALUES ('1.1.0', 'Initial QE ReasoningBank schema - migrated from v1.8.0')
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`);
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console.log('✅ schema_version created');
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// Verify migration
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const tables = await db.exec('SELECT name FROM sqlite_master WHERE type="table" ORDER BY name');
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const tableCount = tables[0]?.values?.length || 0;
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await db.close();
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console.log('\n✅ Migration completed successfully!');
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console.log(`📊 Total tables: ${tableCount}`);
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console.log(`💾 Backup saved: ${backupPath}`);
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console.log(`✨ New QE tables added: 6`);
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// Verify data integrity
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const dbVerify = await createDatabase(dbPath);
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const episodeResultAfter = dbVerify.exec('SELECT COUNT(*) as count FROM episodes');
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const patternResultAfter = dbVerify.exec('SELECT COUNT(*) as count FROM patterns');
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const episodeCountAfter = episodeResultAfter[0]?.values[0]?.[0] || 0;
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const patternCountAfter = patternResultAfter[0]?.values[0]?.[0] || 0;
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await dbVerify.close();
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console.log(`\n✅ Data integrity verified:`);
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console.log(` Episodes: ${episodeCountAfter} (unchanged)`);
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console.log(` Patterns: ${patternCountAfter} (unchanged)`);
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} catch (error: any) {
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console.error('\n❌ Migration failed:', error.message);
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console.error('\n🔄 Restoring from backup...');
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fs.copyFileSync(backupPath, dbPath);
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console.log('✅ Backup restored');
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process.exit(1);
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}
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}
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migrateAddQETables().catch(console.error);
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