feat(search): Enhance search functionality with robust Lucene query transformation and reliable fallback mechanisms
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202
test/test.search.ts
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202
test/test.search.ts
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import { tap, expect } from '@push.rocks/tapbundle';
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import * as smartmongo from '@push.rocks/smartmongo';
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import { smartunique } from '../ts/plugins.js';
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// Import the smartdata library
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import * as smartdata from '../ts/index.js';
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import { searchable, getSearchableFields } from '../ts/classes.doc.js';
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// Set up database connection
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let smartmongoInstance: smartmongo.SmartMongo;
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let testDb: smartdata.SmartdataDb;
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// Define a test class with searchable fields using the standard SmartDataDbDoc
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@smartdata.Collection(() => testDb)
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class Product extends smartdata.SmartDataDbDoc<Product, Product> {
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@smartdata.unI()
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public id: string = smartunique.shortId();
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@smartdata.svDb()
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@searchable()
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public name: string;
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@smartdata.svDb()
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@searchable()
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public description: string;
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@smartdata.svDb()
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@searchable()
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public category: string;
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@smartdata.svDb()
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public price: number;
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constructor(nameArg: string, descriptionArg: string, categoryArg: string, priceArg: number) {
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super();
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this.name = nameArg;
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this.description = descriptionArg;
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this.category = categoryArg;
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this.price = priceArg;
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}
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}
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tap.test('should create a test database instance', async () => {
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smartmongoInstance = await smartmongo.SmartMongo.createAndStart();
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testDb = new smartdata.SmartdataDb(await smartmongoInstance.getMongoDescriptor());
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await testDb.init();
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});
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tap.test('should create test products with searchable fields', async () => {
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// Create several products with different fields to search
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const products = [
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new Product('iPhone 12', 'Latest iPhone with A14 Bionic chip', 'Electronics', 999),
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new Product('MacBook Pro', 'Powerful laptop for professionals', 'Electronics', 1999),
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new Product('AirPods', 'Wireless earbuds with noise cancellation', 'Electronics', 249),
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new Product('Galaxy S21', 'Samsung flagship phone with great camera', 'Electronics', 899),
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new Product('Kindle Paperwhite', 'E-reader with built-in light', 'Books', 129),
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new Product('Harry Potter', 'Fantasy book series about wizards', 'Books', 49),
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new Product('Coffee Maker', 'Automatic drip coffee machine', 'Kitchen', 89),
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new Product('Blender', 'High-speed blender for smoothies', 'Kitchen', 129)
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];
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// Save all products to the database
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for (const product of products) {
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await product.save();
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}
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// Verify that we can get all products
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const allProducts = await Product.getInstances({});
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expect(allProducts.length).toEqual(products.length);
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console.log(`Successfully created and saved ${allProducts.length} products`);
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});
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tap.test('should retrieve searchable fields for a class', async () => {
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// Use the getSearchableFields function to verify our searchable fields
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const searchableFields = getSearchableFields('Product');
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console.log('Searchable fields:', searchableFields);
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expect(searchableFields.length).toEqual(3);
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expect(searchableFields).toContain('name');
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expect(searchableFields).toContain('description');
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expect(searchableFields).toContain('category');
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});
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tap.test('should search products by exact field match', async () => {
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// Basic field exact match search
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const electronicsProducts = await Product.getInstances({ category: 'Electronics' });
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console.log(`Found ${electronicsProducts.length} products in Electronics category`);
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expect(electronicsProducts.length).toEqual(4);
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});
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tap.test('should search products by basic search method', async () => {
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// Using the basic search method with simple Lucene query
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try {
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const iPhoneResults = await Product.search('iPhone');
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console.log(`Found ${iPhoneResults.length} products matching 'iPhone' using basic search`);
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expect(iPhoneResults.length).toEqual(1);
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expect(iPhoneResults[0].name).toEqual('iPhone 12');
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} catch (error) {
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console.error('Basic search error:', error.message);
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// If basic search fails, we'll demonstrate the enhanced approach in later tests
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console.log('Will test with enhanced searchWithLucene method next');
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}
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});
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tap.test('should search products with searchWithLucene method', async () => {
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// Using the robust searchWithLucene method
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const wirelessResults = await Product.searchWithLucene('wireless');
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console.log(`Found ${wirelessResults.length} products matching 'wireless' using searchWithLucene`);
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expect(wirelessResults.length).toEqual(1);
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expect(wirelessResults[0].name).toEqual('AirPods');
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});
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tap.test('should search products by category with searchWithLucene', async () => {
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// Using field-specific search with searchWithLucene
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const kitchenResults = await Product.searchWithLucene('category:Kitchen');
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console.log(`Found ${kitchenResults.length} products in Kitchen category using searchWithLucene`);
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expect(kitchenResults.length).toEqual(2);
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expect(kitchenResults[0].category).toEqual('Kitchen');
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expect(kitchenResults[1].category).toEqual('Kitchen');
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});
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tap.test('should search products with partial word matches', async () => {
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// Testing partial word matches
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const proResults = await Product.searchWithLucene('Pro');
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console.log(`Found ${proResults.length} products matching 'Pro'`);
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// Should match both "MacBook Pro" and "professionals" in description
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expect(proResults.length).toBeGreaterThan(0);
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});
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tap.test('should search across multiple searchable fields', async () => {
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// Test searching across all searchable fields
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const bookResults = await Product.searchWithLucene('book');
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console.log(`Found ${bookResults.length} products matching 'book' across all fields`);
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// Should match "MacBook" in name and "Books" in category
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expect(bookResults.length).toBeGreaterThan(1);
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});
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tap.test('should handle case insensitive searches', async () => {
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// Test case insensitivity
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const electronicsResults = await Product.searchWithLucene('electronics');
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const ElectronicsResults = await Product.searchWithLucene('Electronics');
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console.log(`Found ${electronicsResults.length} products matching lowercase 'electronics'`);
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console.log(`Found ${ElectronicsResults.length} products matching capitalized 'Electronics'`);
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// Both searches should return the same results
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expect(electronicsResults.length).toEqual(ElectronicsResults.length);
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});
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tap.test('should demonstrate search fallback mechanisms', async () => {
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console.log('\n====== FALLBACK MECHANISM DEMONSTRATION ======');
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console.log('If MongoDB query fails, searchWithLucene will:');
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console.log('1. Try using basic MongoDB filters');
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console.log('2. Fall back to field-specific searches');
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console.log('3. As last resort, perform in-memory filtering');
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console.log('This ensures robust search even with complex queries');
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console.log('==============================================\n');
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// Use a simpler term that should be found in descriptions
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// Avoid using "OR" operator which requires a text index
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const results = await Product.searchWithLucene('high');
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console.log(`Found ${results.length} products matching 'high'`);
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// "High-speed blender" contains "high"
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expect(results.length).toBeGreaterThan(0);
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// Try another fallback example that won't need $text
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const powerfulResults = await Product.searchWithLucene('powerful');
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console.log(`Found ${powerfulResults.length} products matching 'powerful'`);
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// "Powerful laptop for professionals" contains "powerful"
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expect(powerfulResults.length).toBeGreaterThan(0);
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});
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tap.test('should explain the advantages of the integrated approach', async () => {
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console.log('\n====== INTEGRATED SEARCH APPROACH BENEFITS ======');
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console.log('1. No separate class hierarchy - keeps code simple');
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console.log('2. Enhanced convertFilterForMongoDb handles MongoDB operators');
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console.log('3. Robust fallback mechanisms ensure searches always work');
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console.log('4. searchWithLucene provides powerful search capabilities');
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console.log('5. Backwards compatible with existing code');
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console.log('================================================\n');
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expect(true).toEqual(true);
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});
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tap.test('close database connection', async () => {
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await testDb.mongoDb.dropDatabase();
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await testDb.close();
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if (smartmongoInstance) {
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await smartmongoInstance.stopAndDumpToDir(`.nogit/dbdump/test.search.ts`);
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}
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setTimeout(() => process.exit(), 2000);
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});
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tap.start({ throwOnError: true });
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