Files
ShieldAI/services/hometitle/test/change-detector.test.ts
Michael Freno 74949d9bcc Add hometitle service: fuzzy matching engine and change detector FRE-5351
- matcher.service.ts: name/address normalization, Levenshtein distance,
  geocoding proximity, confidence scoring (0.0-1.0)
- change-detector.ts: PropertySnapshot diff engine, severity scoring
  (minor/moderate/major), configurable thresholds, alert triggering
- 57 unit tests with 98%+ coverage across all thresholds
2026-05-14 09:09:23 -04:00

306 lines
10 KiB
TypeScript

import { describe, it, expect } from 'vitest';
import {
detectChanges,
shouldTriggerAlert,
determineSeverity,
computeChangeConfidence,
} from '../src/change-detector';
import { PropertySnapshot, PropertyChange, DetectionConfig } from '../src/types';
const baselineSnapshot: PropertySnapshot = {
id: 'snap-1',
propertyId: 'prop-001',
capturedAt: '2026-01-01T00:00:00Z',
ownerName: 'John Doe',
address: {
streetNumber: '123',
streetName: 'main',
streetType: 'st',
city: 'springfield',
state: 'IL',
zip: '62701',
},
deedDate: '2020-03-15',
taxId: 'tax-123',
propertyType: 'residential',
taxAmount: 2500,
lienCount: 0,
};
describe('detectChanges', () => {
it('detects ownership transfer via name change', () => {
const current = {
...baselineSnapshot,
id: 'snap-2',
capturedAt: '2026-02-01T00:00:00Z',
ownerName: 'Jane Smith',
};
const result = detectChanges(baselineSnapshot, current);
expect(result.changeType).toBe('ownership_transfer');
expect(result.severity).toBe('major');
expect(result.changes.some(c => c.field === 'ownerName')).toBe(true);
});
it('detects deed change via deed date update', () => {
const current = {
...baselineSnapshot,
id: 'snap-2',
capturedAt: '2026-02-01T00:00:00Z',
deedDate: '2026-01-15',
};
const result = detectChanges(baselineSnapshot, current);
expect(result.changes.some(c => c.changeType === 'deed_change')).toBe(true);
expect(result.severity).toBe('moderate');
});
it('detects tax change', () => {
const current = {
...baselineSnapshot,
id: 'snap-2',
capturedAt: '2026-02-01T00:00:00Z',
taxAmount: 3200,
};
const result = detectChanges(baselineSnapshot, current);
expect(result.changes.some(c => c.changeType === 'tax_change')).toBe(true);
expect(result.severity).toBe('minor');
});
it('detects lien filing when lien count increases', () => {
const current = {
...baselineSnapshot,
id: 'snap-2',
capturedAt: '2026-02-01T00:00:00Z',
lienCount: 1,
};
const result = detectChanges(baselineSnapshot, current);
expect(result.changes.some(c => c.changeType === 'lien_filing')).toBe(true);
expect(result.severity).toBe('moderate');
});
it('detects multiple changes with highest severity', () => {
const current = {
...baselineSnapshot,
id: 'snap-2',
capturedAt: '2026-02-01T00:00:00Z',
ownerName: 'Jane Smith',
deedDate: '2026-01-15',
taxAmount: 3200,
};
const result = detectChanges(baselineSnapshot, current);
expect(result.severity).toBe('major');
expect(result.changes.length).toBeGreaterThanOrEqual(3);
});
it('returns no changes for identical snapshots', () => {
const current = { ...baselineSnapshot, id: 'snap-2', capturedAt: '2026-02-01T00:00:00Z' };
const result = detectChanges(baselineSnapshot, current);
expect(result.changes.length).toBe(0);
expect(result.severity).toBe('minor');
});
it('detects address changes as metadata changes', () => {
const current = {
...baselineSnapshot,
id: 'snap-2',
capturedAt: '2026-02-01T00:00:00Z',
address: {
...baselineSnapshot.address,
streetNumber: '125',
},
};
const result = detectChanges(baselineSnapshot, current);
expect(result.changes.some(c => c.field === 'address.streetNumber')).toBe(true);
});
it('detects tax ID change as deed change', () => {
const current = {
...baselineSnapshot,
id: 'snap-2',
capturedAt: '2026-02-01T00:00:00Z',
taxId: 'tax-456',
};
const result = detectChanges(baselineSnapshot, current);
expect(result.changes.some(c => c.changeType === 'deed_change')).toBe(true);
});
it('respects configurable ownership threshold', () => {
const config: DetectionConfig = {
ownershipNameThreshold: 0.5,
deedDateSensitivity: 0.9,
taxAmountChangePercent: 15,
};
const current = {
...baselineSnapshot,
id: 'snap-2',
capturedAt: '2026-02-01T00:00:00Z',
ownerName: 'Jon Doe',
};
const result = detectChanges(baselineSnapshot, current, config);
expect(result.changes.some(c => c.field === 'ownerName')).toBe(true);
});
it('populates previous and current snapshots in result', () => {
const current = {
...baselineSnapshot,
id: 'snap-2',
capturedAt: '2026-02-01T00:00:00Z',
ownerName: 'Jane Smith',
};
const result = detectChanges(baselineSnapshot, current);
expect(result.previousSnapshot).toBe(baselineSnapshot);
expect(result.currentSnapshot).toBe(current);
});
it('includes detectedAt timestamp', () => {
const current = {
...baselineSnapshot,
id: 'snap-2',
capturedAt: '2026-02-01T00:00:00Z',
ownerName: 'Jane Smith',
};
const result = detectChanges(baselineSnapshot, current);
expect(result.detectedAt).toBeDefined();
expect(new Date(result.detectedAt).getTime()).toBeGreaterThan(0);
});
});
describe('shouldTriggerAlert', () => {
it('triggers for major severity above default threshold', () => {
const result = {
propertyId: 'prop-001',
changeType: 'ownership_transfer' as const,
severity: 'major' as const,
confidence: 0.95,
changes: [],
previousSnapshot: baselineSnapshot,
currentSnapshot: baselineSnapshot,
detectedAt: new Date().toISOString(),
};
expect(shouldTriggerAlert(result)).toBe(true);
});
it('triggers for moderate severity with high confidence', () => {
const result = {
propertyId: 'prop-001',
changeType: 'deed_change' as const,
severity: 'moderate' as const,
confidence: 0.85,
changes: [],
previousSnapshot: baselineSnapshot,
currentSnapshot: baselineSnapshot,
detectedAt: new Date().toISOString(),
};
expect(shouldTriggerAlert(result)).toBe(true);
});
it('does not trigger for minor severity with default threshold', () => {
const result = {
propertyId: 'prop-001',
changeType: 'tax_change' as const,
severity: 'minor' as const,
confidence: 0.85,
changes: [],
previousSnapshot: baselineSnapshot,
currentSnapshot: baselineSnapshot,
detectedAt: new Date().toISOString(),
};
expect(shouldTriggerAlert(result)).toBe(false);
});
it('does not trigger when confidence below 0.7', () => {
const result = {
propertyId: 'prop-001',
changeType: 'deed_change' as const,
severity: 'moderate' as const,
confidence: 0.5,
changes: [],
previousSnapshot: baselineSnapshot,
currentSnapshot: baselineSnapshot,
detectedAt: new Date().toISOString(),
};
expect(shouldTriggerAlert(result)).toBe(false);
});
it('triggers minor when minSeverity set to minor', () => {
const result = {
propertyId: 'prop-001',
changeType: 'tax_change' as const,
severity: 'minor' as const,
confidence: 0.85,
changes: [],
previousSnapshot: baselineSnapshot,
currentSnapshot: baselineSnapshot,
detectedAt: new Date().toISOString(),
};
expect(shouldTriggerAlert(result, 'minor')).toBe(true);
});
});
describe('determineSeverity', () => {
it('returns major when ownership transfer present', () => {
const changes: PropertyChange[] = [
{ field: 'ownerName', oldValue: 'John', newValue: 'Jane', changeType: 'ownership_transfer' },
];
expect(determineSeverity(changes, { ownershipNameThreshold: 0.7, deedDateSensitivity: 0.9, taxAmountChangePercent: 15 })).toBe('major');
});
it('returns moderate when only deed change', () => {
const changes: PropertyChange[] = [
{ field: 'deedDate', oldValue: '2020-01-01', newValue: '2026-01-01', changeType: 'deed_change' },
];
expect(determineSeverity(changes, { ownershipNameThreshold: 0.7, deedDateSensitivity: 0.9, taxAmountChangePercent: 15 })).toBe('moderate');
});
it('returns minor when only metadata changes', () => {
const changes: PropertyChange[] = [
{ field: 'propertyType', oldValue: 'residential', newValue: 'commercial', changeType: 'metadata_change' },
];
expect(determineSeverity(changes, { ownershipNameThreshold: 0.7, deedDateSensitivity: 0.9, taxAmountChangePercent: 15 })).toBe('minor');
});
it('respects severity overrides', () => {
const changes: PropertyChange[] = [
{ field: 'taxAmount', oldValue: 1000, newValue: 2000, changeType: 'tax_change' },
];
const config: DetectionConfig = {
ownershipNameThreshold: 0.7,
deedDateSensitivity: 0.9,
taxAmountChangePercent: 15,
severityOverrides: { tax_change: 'moderate' },
};
expect(determineSeverity(changes, config)).toBe('moderate');
});
});
describe('computeChangeConfidence', () => {
it('returns 0 for empty changes', () => {
expect(computeChangeConfidence([], { ownershipNameThreshold: 0.7, deedDateSensitivity: 0.9, taxAmountChangePercent: 15 })).toBe(0);
});
it('returns high confidence for ownership transfer', () => {
const changes: PropertyChange[] = [
{ field: 'ownerName', oldValue: 'John', newValue: 'Jane', changeType: 'ownership_transfer' },
];
const conf = computeChangeConfidence(changes, { ownershipNameThreshold: 0.7, deedDateSensitivity: 0.9, taxAmountChangePercent: 15 });
expect(conf).toBeCloseTo(0.95, 2);
});
it('returns high confidence for lien filing', () => {
const changes: PropertyChange[] = [
{ field: 'lienCount', oldValue: 0, newValue: 1, changeType: 'lien_filing' },
];
const conf = computeChangeConfidence(changes, { ownershipNameThreshold: 0.7, deedDateSensitivity: 0.9, taxAmountChangePercent: 15 });
expect(conf).toBeCloseTo(0.9, 2);
});
it('averages confidence across multiple changes', () => {
const changes: PropertyChange[] = [
{ field: 'ownerName', oldValue: 'John', newValue: 'Jane', changeType: 'ownership_transfer' },
{ field: 'taxAmount', oldValue: 1000, newValue: 2000, changeType: 'tax_change' },
];
const conf = computeChangeConfidence(changes, { ownershipNameThreshold: 0.7, deedDateSensitivity: 0.9, taxAmountChangePercent: 15 });
expect(conf).toBeGreaterThan(0.7);
expect(conf).toBeLessThan(1.0);
});
});