#!/usr/bin/env node import { Brainy } from './dist/index.js' async function testRangeQueries() { console.log('🧠 Testing Brain Patterns Range Query Support...\n') let brain try { // Initialize with memory storage brain = new Brainy({ storage: { forceMemoryStorage: true }, dimensions: 384, metric: 'cosine' }) await brain.init() console.log('✅ Brainy initialized\n') // Add test data with numeric fields console.log('📝 Adding test data with numeric fields...') await brain.addNoun('Product A', { metadata: { price: 50, rating: 4.5, year: 2020 } }) await brain.addNoun('Product B', { metadata: { price: 150, rating: 3.8, year: 2021 } }) await brain.addNoun('Product C', { metadata: { price: 250, rating: 4.9, year: 2022 } }) await brain.addNoun('Product D', { metadata: { price: 350, rating: 4.2, year: 2023 } }) await brain.addNoun('Product E', { metadata: { price: 450, rating: 3.5, year: 2024 } }) console.log('✅ Added 5 products with price, rating, and year\n') // Test 1: Greater than console.log('🔍 Test 1: Find products with price > 200') const expensive = await brain.find({ where: { price: { greaterThan: 200 } }, limit: 10 }) console.log(`Found ${expensive.length} products:`, expensive.map(p => p.metadata?.price)) console.log(expensive.length === 3 ? '✅ PASS' : '❌ FAIL') console.log() // Test 2: Less than or equal console.log('🔍 Test 2: Find products with rating <= 4.0') const lowRated = await brain.find({ where: { rating: { lessEqual: 4.0 } }, limit: 10 }) console.log(`Found ${lowRated.length} products:`, lowRated.map(p => p.metadata?.rating)) console.log(lowRated.length === 2 ? '✅ PASS' : '❌ FAIL') console.log() // Test 3: Between range console.log('🔍 Test 3: Find products with price between 100-300') const midRange = await brain.find({ where: { price: { between: [100, 300] } }, limit: 10 }) console.log(`Found ${midRange.length} products:`, midRange.map(p => p.metadata?.price)) console.log(midRange.length === 2 ? '✅ PASS' : '❌ FAIL') console.log() // Test 4: Combined filters (AND) console.log('🔍 Test 4: Find products with price > 100 AND year >= 2022') const combined = await brain.find({ where: { price: { greaterThan: 100 }, year: { greaterEqual: 2022 } }, limit: 10 }) console.log(`Found ${combined.length} products:`, combined.map(p => ({ price: p.metadata?.price, year: p.metadata?.year }))) console.log(combined.length === 3 ? '✅ PASS' : '❌ FAIL') console.log() // Test 5: Vector + metadata combined console.log('🔍 Test 5: Search for "Product" with price < 200') const vectorMeta = await brain.find({ like: 'Product', where: { price: { lessThan: 200 } }, limit: 5 }) console.log(`Found ${vectorMeta.length} products:`, vectorMeta.map(p => p.metadata?.price)) console.log(vectorMeta.length === 2 ? '✅ PASS' : '❌ FAIL') console.log() // Test 6: Metadata field discovery console.log('🔍 Test 6: Discover available filter fields') const fields = await brain.getFilterFields() console.log('Available fields:', fields) console.log(fields.includes('price') && fields.includes('rating') ? '✅ PASS' : '❌ FAIL') console.log() // Test 7: Get filter values for a field console.log('🔍 Test 7: Get unique values for year field') const years = await brain.getFilterValues('year') console.log('Year values:', years) console.log(years.length === 5 ? '✅ PASS' : '❌ FAIL') console.log() console.log('🎉 Range query tests complete!') await brain.shutdown() process.exit(0) } catch (error) { console.error('❌ Test failed:', error.message) console.error(error.stack) if (brain) { try { await brain.shutdown() } catch (e) {} } process.exit(1) } } testRangeQueries()