Framework-agnostic PII anonymization extracted from Mobiletic's chatbot. Pluggable LLM detection + configurable regex fallback, deterministic coreference, and streaming-safe de-anonymization. Co-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>
125 lines
5.5 KiB
TypeScript
125 lines
5.5 KiB
TypeScript
import { describe, it, expect, vi } from 'vitest';
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import { Anonymizer, presets, type LlmProvider } from '../src/index.js';
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/** An LLM provider that is configured but always fails → forces the regex fallback. */
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const failingLlm = (overrides: Partial<LlmProvider> = {}): LlmProvider => ({
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isConfigured: () => true,
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anonymize: vi.fn().mockRejectedValue(new Error('LLM_NOT_CONFIGURED')),
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anonymizeBatch: vi.fn().mockRejectedValue(new Error('LLM_NOT_CONFIGURED')),
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...overrides,
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});
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describe('Anonymizer (Swiss preset)', () => {
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const svc = new Anonymizer({ llm: failingLlm(), patterns: presets.swiss });
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it('skips anonymization (no LLM call) when there is no PII', async () => {
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const llm = failingLlm();
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const s = new Anonymizer({ llm, patterns: presets.swiss });
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const r = await s.anonymize('Explique la différence entre INNER JOIN et LEFT JOIN');
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expect(r.mapping).toEqual({});
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expect(r.anon).toContain('INNER JOIN');
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expect(llm.anonymize).not.toHaveBeenCalled();
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});
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it('falls back to regex for structured PII (email/phone/AVS)', async () => {
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const r = await svc.anonymize('Contact: jean@exemple.ch, +41 79 123 45 67, AVS 756.1234.5678.90');
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expect(r.anon).not.toContain('jean@exemple.ch');
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expect(r.anon).not.toContain('756.1234.5678.90');
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expect(Object.values(r.mapping)).toContain('jean@exemple.ch');
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expect(svc.deanonymize(r.anon, r.mapping)).toContain('jean@exemple.ch');
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});
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it('deanonymizes a placeholder split across stream tokens (critical)', () => {
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const mapping = { '[PER_1.NOM:M]': 'Alain JACCARD' };
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const d = svc.makeStreamDeanonymizer(mapping);
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let out = '';
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out += d.push('Bonjour [PER_');
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out += d.push('1.NOM');
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out += d.push(':M], ravi');
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out += d.flush();
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expect(out).toBe('Bonjour Alain JACCARD, ravi');
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expect(out).not.toContain('[PER_');
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});
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it('streams plain text through unchanged', () => {
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const d = svc.makeStreamDeanonymizer({});
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expect(d.push('Un INNER JOIN ') + d.push('retourne...') + d.flush()).toBe('Un INNER JOIN retourne...');
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});
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describe('anonymizeChunks', () => {
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it('PII-free chunks → no LLM call, returned as-is', async () => {
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const llm = failingLlm();
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const s = new Anonymizer({ llm, patterns: presets.swiss });
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const r = await s.anonymizeChunks(['Un INNER JOIN combine deux tables.'], {});
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expect(llm.anonymizeBatch).not.toHaveBeenCalled();
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expect(r.anon[0]).toContain('INNER JOIN');
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expect(r.mapping).toEqual({});
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});
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it('reuses the question placeholder for the same person (deterministic, no LLM)', async () => {
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const llm = failingLlm();
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const s = new Anonymizer({ llm, patterns: presets.swiss });
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const seed = { '[PER_1.NOM:M]': 'Alain JACCARD' };
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const r = await s.anonymizeChunks(['Le dossier de Alain JACCARD est complet.'], seed);
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expect(llm.anonymizeBatch).not.toHaveBeenCalled();
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expect(r.anon[0]).toContain('[PER_1.NOM:M]');
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expect(r.anon[0]).not.toContain('Alain JACCARD');
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expect(r.mapping).toEqual(seed);
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});
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it('renumbers a NEW person that collides with the question placeholder', async () => {
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const anonymizeBatch = vi.fn().mockResolvedValue({
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segments: ['[PER_1.NOM:M] a signé.'],
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mapping: { '[PER_1.NOM:M]': 'Bob Martin' },
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});
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const s = new Anonymizer({ llm: failingLlm({ anonymizeBatch }), patterns: presets.swiss });
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const seed = { '[PER_1.NOM:M]': 'Alain JACCARD' };
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const r = await s.anonymizeChunks(['Bob Martin a signé.'], seed);
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expect(anonymizeBatch).toHaveBeenCalledTimes(1);
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expect(r.anon[0]).toContain('[PER_2.NOM:M]');
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expect(r.mapping['[PER_1.NOM:M]']).toBe('Alain JACCARD');
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expect(r.mapping['[PER_2.NOM:M]']).toBe('Bob Martin');
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});
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it('falls back to regex (structured ids) when the LLM is unavailable', async () => {
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const s = new Anonymizer({ llm: failingLlm(), patterns: presets.swiss });
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const r = await s.anonymizeChunks(['Contact : jean@exemple.ch'], {});
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expect(r.anon[0]).not.toContain('jean@exemple.ch');
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expect(Object.values(r.mapping)).toContain('jean@exemple.ch');
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});
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});
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describe('regex-only mode (no LLM provider)', () => {
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const s = new Anonymizer({ patterns: presets.swiss });
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it('still anonymizes structured PII without any provider', async () => {
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const r = await s.anonymize('Écris à jean@exemple.ch');
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expect(r.anon).not.toContain('jean@exemple.ch');
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expect(Object.values(r.mapping)).toContain('jean@exemple.ch');
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});
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it('leaves a bare proper name untouched (no LLM to catch it)', async () => {
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const r = await s.anonymize('Alain Jaccard a réussi');
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// The name-hint flags it, but with no LLM the regex fallback finds no structured id.
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expect(r.anon).toContain('Alain Jaccard');
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expect(r.mapping).toEqual({});
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});
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});
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describe('configurable presets', () => {
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it('generic preset anonymizes an IPv4 address', async () => {
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const s = new Anonymizer({ patterns: presets.generic });
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const r = await s.anonymize('Serveur 192.168.1.42 indisponible');
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expect(r.anon).not.toContain('192.168.1.42');
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expect(Object.values(r.mapping)).toContain('192.168.1.42');
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});
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it('accepts a fully custom pattern set', async () => {
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const s = new Anonymizer({ patterns: [{ tag: 'TICKET', re: /\bJIRA-\d+\b/g }] });
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const r = await s.anonymize('Voir JIRA-123');
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expect(r.anon).toContain('[TICKET_1]');
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expect(r.mapping['[TICKET_1]']).toBe('JIRA-123');
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});
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});
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});
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