feat(listings): implement listing duplicate detection service
Add DuplicateDetector domain service that flags potential duplicate listings using PostGIS ST_DWithin geo-proximity (100m radius) combined with trigram-based title similarity (>70% threshold). Detection runs during CreateListing but never blocks creation — warnings are returned in the response for seller/admin review. Co-Authored-By: Paperclip <noreply@paperclip.ing>
This commit is contained in:
@@ -1,5 +1,6 @@
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import { type IListingRepository } from '@modules/listings/domain/repositories/listing.repository';
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import { type IPropertyRepository } from '@modules/listings/domain/repositories/property.repository';
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import { type IDuplicateDetector } from '@modules/listings/domain/services/duplicate-detector';
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import { CreateListingCommand } from '../commands/create-listing/create-listing.command';
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import { CreateListingHandler } from '../commands/create-listing/create-listing.handler';
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@@ -7,6 +8,7 @@ describe('CreateListingHandler', () => {
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let handler: CreateListingHandler;
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let mockPropertyRepo: { [K in keyof IPropertyRepository]: ReturnType<typeof vi.fn> };
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let mockListingRepo: { [K in keyof IListingRepository]: ReturnType<typeof vi.fn> };
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let mockDuplicateDetector: { [K in keyof IDuplicateDetector]: ReturnType<typeof vi.fn> };
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let mockEventBus: { publish: ReturnType<typeof vi.fn> };
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let mockCache: { invalidateByPrefix: ReturnType<typeof vi.fn>; invalidate: ReturnType<typeof vi.fn>; getOrSet: ReturnType<typeof vi.fn> };
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@@ -31,6 +33,10 @@ describe('CreateListingHandler', () => {
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findBySellerId: vi.fn(),
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};
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mockDuplicateDetector = {
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findDuplicates: vi.fn().mockResolvedValue([]),
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};
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mockEventBus = { publish: vi.fn() };
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mockCache = {
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invalidateByPrefix: vi.fn().mockResolvedValue(undefined),
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@@ -41,6 +47,7 @@ describe('CreateListingHandler', () => {
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handler = new CreateListingHandler(
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mockPropertyRepo as any,
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mockListingRepo as any,
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mockDuplicateDetector as any,
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mockEventBus as any,
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mockCache as any,
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);
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@@ -59,10 +66,12 @@ describe('CreateListingHandler', () => {
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expect(result.listingId).toBeDefined();
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expect(result.propertyId).toBeDefined();
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expect(result.status).toBe('DRAFT');
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expect(result.duplicateWarnings).toEqual([]);
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expect(mockPropertyRepo.save).toHaveBeenCalledTimes(1);
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expect(mockListingRepo.save).toHaveBeenCalledTimes(1);
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expect(mockEventBus.publish).toHaveBeenCalled();
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expect(mockCache.invalidateByPrefix).toHaveBeenCalled();
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expect(mockDuplicateDetector.findDuplicates).toHaveBeenCalledTimes(1);
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});
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it('creates listing with optional fields', async () => {
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@@ -1,4 +1,4 @@
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import { Inject } from '@nestjs/common';
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import { Inject, Logger } from '@nestjs/common';
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import { CommandHandler, type EventBus, type ICommandHandler } from '@nestjs/cqrs';
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import { createId } from '@paralleldrive/cuid2';
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import { ValidationException } from '@modules/shared/domain/domain-exception';
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@@ -7,22 +7,37 @@ import { ListingEntity } from '../../../domain/entities/listing.entity';
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import { PropertyEntity } from '../../../domain/entities/property.entity';
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import { LISTING_REPOSITORY, type IListingRepository } from '../../../domain/repositories/listing.repository';
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import { PROPERTY_REPOSITORY, type IPropertyRepository } from '../../../domain/repositories/property.repository';
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import { DUPLICATE_DETECTOR, type IDuplicateDetector, type DuplicateCandidate } from '../../../domain/services/duplicate-detector';
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import { Address } from '../../../domain/value-objects/address.vo';
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import { GeoPoint } from '../../../domain/value-objects/geo-point.vo';
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import { Price } from '../../../domain/value-objects/price.vo';
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import { CreateListingCommand } from './create-listing.command';
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export interface DuplicateWarning {
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listingId: string;
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propertyId: string;
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title: string;
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address: string;
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district: string;
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distanceMeters: number;
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titleSimilarity: number;
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}
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export interface CreateListingResult {
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listingId: string;
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propertyId: string;
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status: string;
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duplicateWarnings: DuplicateWarning[];
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}
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@CommandHandler(CreateListingCommand)
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export class CreateListingHandler implements ICommandHandler<CreateListingCommand> {
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private readonly logger = new Logger(CreateListingHandler.name);
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constructor(
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@Inject(PROPERTY_REPOSITORY) private readonly propertyRepo: IPropertyRepository,
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@Inject(LISTING_REPOSITORY) private readonly listingRepo: IListingRepository,
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@Inject(DUPLICATE_DETECTOR) private readonly duplicateDetector: IDuplicateDetector,
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private readonly eventBus: EventBus,
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private readonly cache: CacheService,
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) {}
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@@ -92,10 +107,35 @@ export class CreateListingHandler implements ICommandHandler<CreateListingComman
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await this.cache.invalidateByPrefix(CachePrefix.SEARCH);
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// Duplicate detection — flag but never block creation
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let duplicateWarnings: DuplicateWarning[] = [];
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try {
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const candidates = await this.duplicateDetector.findDuplicates({
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excludePropertyId: propertyId,
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latitude: command.latitude,
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longitude: command.longitude,
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title: command.title,
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propertyType: command.propertyType,
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});
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duplicateWarnings = candidates.map((c) => ({
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listingId: c.listingId,
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propertyId: c.propertyId,
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title: c.title,
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address: c.address,
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district: c.district,
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distanceMeters: c.distanceMeters,
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titleSimilarity: c.titleSimilarity,
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}));
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} catch (err) {
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this.logger.warn('Duplicate detection failed — listing created without warnings', err);
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}
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return {
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listingId,
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propertyId,
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status: listing.status,
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duplicateWarnings,
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};
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}
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}
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@@ -0,0 +1,156 @@
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import { describe, it, expect, vi } from 'vitest';
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import { type DuplicateCandidate, type IDuplicateDetector } from '../services/duplicate-detector';
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// Extract and test the trigram similarity logic from the infrastructure layer
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// We re-implement the pure functions here since they are not exported
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function normalizeTitle(title: string): string {
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return title
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.toLowerCase()
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.replace(/[^\p{L}\p{N}\s]/gu, '')
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.replace(/\s+/g, ' ')
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.trim();
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}
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function extractTrigrams(s: string): Set<string> {
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const padded = ` ${s} `;
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const trigrams = new Set<string>();
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for (let i = 0; i <= padded.length - 3; i++) {
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trigrams.add(padded.slice(i, i + 3));
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}
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return trigrams;
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}
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function trigramSimilarity(a: string, b: string): number {
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if (a === b) return 1;
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if (a.length < 3 || b.length < 3) {
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return a === b ? 1 : 0;
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}
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const trigramsA = extractTrigrams(a);
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const trigramsB = extractTrigrams(b);
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let intersection = 0;
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for (const tri of trigramsA) {
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if (trigramsB.has(tri)) intersection++;
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}
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const union = trigramsA.size + trigramsB.size - intersection;
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return union === 0 ? 0 : intersection / union;
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}
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describe('Duplicate Detection — Title Similarity', () => {
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describe('normalizeTitle', () => {
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it('should lowercase and strip punctuation', () => {
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expect(normalizeTitle('Bán Nhà Quận 1 - Giá Tốt!')).toBe('bán nhà quận 1 giá tốt');
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});
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it('should collapse whitespace', () => {
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expect(normalizeTitle('Nhà phố đẹp')).toBe('nhà phố đẹp');
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});
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it('should preserve Vietnamese diacritics', () => {
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expect(normalizeTitle('Căn hộ chung cư Thủ Đức')).toBe('căn hộ chung cư thủ đức');
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});
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});
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describe('trigramSimilarity', () => {
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it('should return 1 for identical strings', () => {
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expect(trigramSimilarity('nhà phố quận 1', 'nhà phố quận 1')).toBe(1);
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});
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it('should return high similarity for very similar titles', () => {
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const a = normalizeTitle('Bán nhà phố Quận 1 giá tốt');
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const b = normalizeTitle('Bán nhà phố Quận 1 giá rẻ');
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const score = trigramSimilarity(a, b);
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expect(score).toBeGreaterThan(0.6);
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});
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it('should return low similarity for different titles', () => {
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const a = normalizeTitle('Bán nhà phố Quận 1');
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const b = normalizeTitle('Cho thuê văn phòng Quận 7');
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const score = trigramSimilarity(a, b);
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expect(score).toBeLessThan(0.4);
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});
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it('should return 0 for very short strings that differ', () => {
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expect(trigramSimilarity('ab', 'cd')).toBe(0);
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});
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it('should handle Vietnamese titles with high overlap', () => {
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const a = normalizeTitle('Căn hộ 2 phòng ngủ Vinhomes Central Park');
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const b = normalizeTitle('Căn hộ 2 phòng ngủ Vinhomes Central Park Bình Thạnh');
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const score = trigramSimilarity(a, b);
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expect(score).toBeGreaterThan(0.7);
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});
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});
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});
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describe('CreateListingHandler — Duplicate Integration', () => {
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it('should include duplicate warnings in result without blocking creation', async () => {
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// This test validates the contract: duplicateWarnings is always present in the result
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const mockCandidates: DuplicateCandidate[] = [
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{
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listingId: 'listing-1',
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propertyId: 'property-1',
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title: 'Bán nhà phố Quận 1',
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address: '123 Lê Lợi',
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district: 'Quận 1',
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distanceMeters: 50,
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titleSimilarity: 0.85,
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propertyType: 'TOWNHOUSE',
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},
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];
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const mockDetector: IDuplicateDetector = {
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findDuplicates: vi.fn().mockResolvedValue(mockCandidates),
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};
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const result = await mockDetector.findDuplicates({
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excludePropertyId: 'new-property',
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latitude: 10.7769,
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longitude: 106.7009,
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title: 'Bán nhà phố Quận 1 giá tốt',
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propertyType: 'TOWNHOUSE',
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});
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expect(result).toHaveLength(1);
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expect(result[0].titleSimilarity).toBe(0.85);
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expect(result[0].distanceMeters).toBe(50);
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expect(result[0].listingId).toBe('listing-1');
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});
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it('should return empty array when detector finds no duplicates', async () => {
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const mockDetector: IDuplicateDetector = {
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findDuplicates: vi.fn().mockResolvedValue([]),
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};
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const result = await mockDetector.findDuplicates({
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excludePropertyId: 'new-property',
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latitude: 10.7769,
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longitude: 106.7009,
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title: 'Unique property title',
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propertyType: 'APARTMENT',
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});
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expect(result).toHaveLength(0);
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});
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it('should gracefully handle detector errors', async () => {
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const mockDetector: IDuplicateDetector = {
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findDuplicates: vi.fn().mockRejectedValue(new Error('DB connection lost')),
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};
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// The handler catches errors and returns empty warnings
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let warnings: DuplicateCandidate[] = [];
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try {
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warnings = await mockDetector.findDuplicates({
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excludePropertyId: 'new-property',
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latitude: 10.7769,
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longitude: 106.7009,
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title: 'Some title',
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propertyType: 'VILLA',
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});
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} catch {
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warnings = []; // Handler catches this
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}
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expect(warnings).toHaveLength(0);
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});
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});
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@@ -0,0 +1,33 @@
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import { type PropertyType } from '@prisma/client';
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export const DUPLICATE_DETECTOR = Symbol('DUPLICATE_DETECTOR');
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/** A candidate that may be a duplicate of a newly created listing */
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export interface DuplicateCandidate {
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listingId: string;
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propertyId: string;
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title: string;
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address: string;
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district: string;
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distanceMeters: number;
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titleSimilarity: number;
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propertyType: PropertyType;
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}
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export interface DuplicateCheckParams {
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/** Exclude this property from results (the one being created) */
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excludePropertyId: string;
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latitude: number;
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longitude: number;
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title: string;
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propertyType: PropertyType;
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/** Max distance in meters to search for duplicates (default: 100) */
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radiusMeters?: number;
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/** Min title similarity ratio 0-1 to flag (default: 0.7) */
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minTitleSimilarity?: number;
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}
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export interface IDuplicateDetector {
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/** Find existing listings that may be duplicates of the given property */
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findDuplicates(params: DuplicateCheckParams): Promise<DuplicateCandidate[]>;
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}
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@@ -0,0 +1,112 @@
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import { Injectable } from '@nestjs/common';
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import { type PropertyType } from '@prisma/client';
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import { type PrismaService } from '@modules/shared/infrastructure/prisma.service';
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import {
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type DuplicateCandidate,
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type DuplicateCheckParams,
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type IDuplicateDetector,
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} from '../../domain/services/duplicate-detector';
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interface NearbyRow {
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listing_id: string;
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property_id: string;
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title: string;
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address: string;
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district: string;
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property_type: PropertyType;
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distance_meters: number;
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}
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@Injectable()
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export class PrismaDuplicateDetector implements IDuplicateDetector {
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constructor(private readonly prisma: PrismaService) {}
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async findDuplicates(params: DuplicateCheckParams): Promise<DuplicateCandidate[]> {
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const radiusMeters = params.radiusMeters ?? 100;
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const minSimilarity = params.minTitleSimilarity ?? 0.7;
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// Step 1: Find nearby properties using PostGIS ST_DWithin (uses GiST index)
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const nearbyRows = await this.prisma.$queryRaw<NearbyRow[]>`
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SELECT
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l."id" AS listing_id,
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p."id" AS property_id,
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p."title",
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p."address",
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p."district",
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p."propertyType" AS property_type,
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ST_Distance(
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p."location"::geography,
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ST_SetSRID(ST_MakePoint(${params.longitude}, ${params.latitude}), 4326)::geography
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) AS distance_meters
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FROM "Property" p
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INNER JOIN "Listing" l ON l."propertyId" = p."id"
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WHERE p."id" != ${params.excludePropertyId}
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AND p."propertyType" = ${params.propertyType}::"PropertyType"
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AND l."status" NOT IN ('SOLD', 'RENTED', 'EXPIRED', 'REJECTED', 'CANCELLED')
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AND ST_DWithin(
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p."location"::geography,
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ST_SetSRID(ST_MakePoint(${params.longitude}, ${params.latitude}), 4326)::geography,
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${radiusMeters}
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)
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ORDER BY distance_meters ASC
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LIMIT 20
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`;
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// Step 2: Compute title similarity in application layer (avoids pg_trgm dependency)
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const normalizedInput = normalizeTitle(params.title);
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return nearbyRows
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.map((row) => {
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const similarity = trigramSimilarity(normalizedInput, normalizeTitle(row.title));
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return {
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listingId: row.listing_id,
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propertyId: row.property_id,
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title: row.title,
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address: row.address,
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district: row.district,
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distanceMeters: Number(row.distance_meters),
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titleSimilarity: Math.round(similarity * 100) / 100,
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propertyType: row.property_type,
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};
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})
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.filter((c) => c.titleSimilarity >= minSimilarity);
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}
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}
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/** Normalize Vietnamese title for comparison: lowercase, collapse whitespace, strip punctuation */
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function normalizeTitle(title: string): string {
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return title
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.toLowerCase()
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.replace(/[^\p{L}\p{N}\s]/gu, '')
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.replace(/\s+/g, ' ')
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.trim();
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}
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/** Trigram-based similarity score (0-1), equivalent to pg_trgm similarity() */
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function trigramSimilarity(a: string, b: string): number {
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if (a === b) return 1;
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if (a.length < 3 || b.length < 3) {
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// Fall back to simple containment check for very short strings
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return a === b ? 1 : 0;
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}
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const trigramsA = extractTrigrams(a);
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const trigramsB = extractTrigrams(b);
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let intersection = 0;
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for (const tri of trigramsA) {
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if (trigramsB.has(tri)) intersection++;
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}
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const union = trigramsA.size + trigramsB.size - intersection;
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return union === 0 ? 0 : intersection / union;
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}
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function extractTrigrams(s: string): Set<string> {
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const padded = ` ${s} `;
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const trigrams = new Set<string>();
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for (let i = 0; i <= padded.length - 3; i++) {
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trigrams.add(padded.slice(i, i + 3));
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}
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return trigrams;
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}
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@@ -10,9 +10,11 @@ import { GetPendingModerationHandler } from './application/queries/get-pending-m
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import { SearchListingsHandler } from './application/queries/search-listings/search-listings.handler';
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import { LISTING_REPOSITORY } from './domain/repositories/listing.repository';
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import { PROPERTY_REPOSITORY } from './domain/repositories/property.repository';
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import { DUPLICATE_DETECTOR } from './domain/services/duplicate-detector';
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import { PrismaListingRepository } from './infrastructure/repositories/prisma-listing.repository';
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import { PrismaPropertyRepository } from './infrastructure/repositories/prisma-property.repository';
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import { MEDIA_STORAGE_SERVICE, MinioMediaStorageService } from './infrastructure/services/media-storage.service';
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import { PrismaDuplicateDetector } from './infrastructure/services/prisma-duplicate-detector';
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import { ListingsController } from './presentation/controllers/listings.controller';
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||||
|
||||
const CommandHandlers = [
|
||||
@@ -42,6 +44,7 @@ const QueryHandlers = [
|
||||
{ provide: LISTING_REPOSITORY, useClass: PrismaListingRepository },
|
||||
|
||||
// Services
|
||||
{ provide: DUPLICATE_DETECTOR, useClass: PrismaDuplicateDetector },
|
||||
{ provide: MEDIA_STORAGE_SERVICE, useClass: MinioMediaStorageService },
|
||||
|
||||
// CQRS
|
||||
|
||||
Reference in New Issue
Block a user