import { describe, expect, it } from 'vitest' import { fuzzyRank, fuzzyScore, fuzzyScoreMulti } from './fuzzy.js' describe('fuzzyScore', () => { it('matches a query as a subsequence (g4o → gpt-4o)', () => { expect(fuzzyScore('gpt-4o', 'g4o')).not.toBeNull() expect(fuzzyScore('gpt-4o', 'gpt')).not.toBeNull() expect(fuzzyScore('gpt-4o', '4o')).not.toBeNull() }) it('returns null when characters are out of order or absent', () => { expect(fuzzyScore('gpt-4o', 'o4g')).toBeNull() expect(fuzzyScore('gpt-4o', 'xyz')).toBeNull() expect(fuzzyScore('gpt-4o', 'gptx')).toBeNull() }) it('returns matched positions into the original target', () => { const m = fuzzyScore('gpt-4o', 'g4o') // g@0, 4@4, o@5 expect(m?.positions).toEqual([0, 4, 5]) }) it('treats an empty query as a zero-score match', () => { expect(fuzzyScore('anything', '')).toEqual({ score: 0, positions: [] }) }) it('scores an exact match highest', () => { const exact = fuzzyScore('sonnet', 'sonnet')!.score const prefix = fuzzyScore('sonnet-extended', 'sonnet')!.score // s,o,n,n,e,t all present in order but scattered across word boundaries. const scattered = fuzzyScore('snorkel-online-nnet', 'sonnet')!.score expect(exact).toBeGreaterThan(prefix) expect(prefix).toBeGreaterThan(scattered) }) it('ranks a prefix match above a scattered subsequence', () => { const prefix = fuzzyScore('gpt-4o-mini', 'gpt')!.score const scattered = fuzzyScore('a-g-p-t', 'gpt')!.score expect(prefix).toBeGreaterThan(scattered) }) it('rewards word-boundary matches', () => { // `s4` matching the `s` of sonnet and the `4` after a dash const boundary = fuzzyScore('claude-sonnet-4', 'cs4') expect(boundary).not.toBeNull() }) }) describe('fuzzyScoreMulti', () => { it('requires every space-separated token to match (AND)', () => { expect(fuzzyScoreMulti('claude-sonnet-4', 'clad snnt')).not.toBeNull() expect(fuzzyScoreMulti('claude-sonnet-4', 'claude haiku')).toBeNull() }) it('unions matched positions across tokens, sorted', () => { const m = fuzzyScoreMulti('claude-sonnet', 'son cla') expect(m).not.toBeNull() expect(m!.positions).toEqual([...m!.positions].sort((a, b) => a - b)) }) it('treats whitespace-only query as a zero-score match', () => { expect(fuzzyScoreMulti('x', ' ')).toEqual({ score: 0, positions: [] }) }) }) describe('fuzzyRank', () => { const models = ['gpt-4o', 'gpt-4o-mini', 'claude-sonnet-4', 'claude-haiku', 'o1-preview'] it('drops non-matching items and ranks matches by score', () => { const ranked = fuzzyRank(models, 'g4o', m => m) const ids = ranked.map(r => r.item) expect(ids).toContain('gpt-4o') expect(ids).toContain('gpt-4o-mini') expect(ids).not.toContain('claude-haiku') // Shorter exact-ish prefix should outrank the longer variant. expect(ids.indexOf('gpt-4o')).toBeLessThan(ids.indexOf('gpt-4o-mini')) }) it('ranks son4 so a sonnet model surfaces', () => { const ranked = fuzzyRank(models, 'son4', m => m) expect(ranked[0]?.item).toBe('claude-sonnet-4') }) it('returns all items in original order for an empty query', () => { const ranked = fuzzyRank(models, '', m => m) expect(ranked.map(r => r.item)).toEqual(models) expect(ranked.every(r => r.positions.length === 0)).toBe(true) }) it('is stable for equal scores (original index tiebreak)', () => { const items = ['ab', 'ab', 'ab'] const ranked = fuzzyRank(items.map((v, i) => ({ v, i })), 'ab', x => x.v) expect(ranked.map(r => r.item.i)).toEqual([0, 1, 2]) }) it('matches across a derived key, not just the raw string', () => { const providers = [ { slug: 'openai', name: 'OpenAI' }, { slug: 'anthropic', name: 'Anthropic' } ] const ranked = fuzzyRank(providers, 'anth', p => `${p.name} ${p.slug}`) expect(ranked[0]?.item.slug).toBe('anthropic') }) })