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chore: import upstream snapshot with attribution
2026-07-13 12:02:19 +08:00

178 lines
5.8 KiB
TypeScript

import { describe, it, expect, vi } from 'vitest';
import { SONAIntegrationService } from '../../src/domain/services/sona-integration-service.js';
import type { SONAClient } from '../../src/domain/services/sona-integration-service.js';
import type { AnomalyDetection, TelemetryReading } from '../../src/domain/entities/telemetry.js';
import type { TelemetryBaseline } from '../../src/domain/services/anomaly-detection-service.js';
function makeSONAClient(overrides: Partial<SONAClient> = {}): SONAClient {
return {
storePattern: vi.fn().mockResolvedValue(undefined),
searchPatterns: vi.fn().mockResolvedValue([]),
trainTrajectory: vi.fn().mockResolvedValue(undefined),
predict: vi.fn().mockResolvedValue({ prediction: 'normal', confidence: 0.8 }),
...overrides,
};
}
function makeAnomaly(overrides: Partial<AnomalyDetection> = {}): AnomalyDetection {
return {
readingId: 'r-001', deviceId: 'dev-001', score: 0.85,
type: 'spike', confidence: 0.9, suggestedAction: 'alert', metadata: {},
...overrides,
};
}
function makeBaseline(): TelemetryBaseline {
return {
deviceId: 'dev-001',
meanVector: [10, 20, 30],
stdVector: [1, 2, 3],
sampleCount: 50,
computedAt: new Date(),
};
}
function makeReading(overrides: Partial<TelemetryReading> = {}): TelemetryReading {
return {
readingId: 'r-001', deviceId: 'dev-001', fleetId: 'fleet-1',
timestamp: new Date(), vector: [10, 20, 30],
rawMetrics: { temp: 25 }, anomalyScore: 0, metadata: {},
...overrides,
};
}
describe('SONAIntegrationService', () => {
it('reports enabled when client provided', () => {
const svc = new SONAIntegrationService(makeSONAClient());
expect(svc.isEnabled).toBe(true);
});
it('reports disabled when client is null', () => {
const svc = new SONAIntegrationService(null);
expect(svc.isEnabled).toBe(false);
});
it('reports disabled when config.enabled is false', () => {
const svc = new SONAIntegrationService(makeSONAClient(), { enabled: false });
expect(svc.isEnabled).toBe(false);
});
it('learns anomaly pattern', async () => {
const client = makeSONAClient();
const svc = new SONAIntegrationService(client);
const anomaly = makeAnomaly();
const baseline = makeBaseline();
await svc.learnAnomalyPattern(anomaly, baseline);
expect(client.storePattern).toHaveBeenCalledWith(
'anomaly:spike:dev-001',
expect.objectContaining({ type: 'spike', score: 0.85, baselineSamples: 50 }),
);
});
it('skips learning when disabled', async () => {
const client = makeSONAClient();
const svc = new SONAIntegrationService(client, { enabled: false });
await svc.learnAnomalyPattern(makeAnomaly(), makeBaseline());
expect(client.storePattern).not.toHaveBeenCalled();
});
it('learns baseline shift with drift vector', async () => {
const client = makeSONAClient();
const svc = new SONAIntegrationService(client);
const oldBaseline = makeBaseline();
const newBaseline: TelemetryBaseline = {
...makeBaseline(),
meanVector: [12, 22, 28],
sampleCount: 75,
};
await svc.learnBaselineShift('dev-001', oldBaseline, newBaseline);
expect(client.storePattern).toHaveBeenCalledWith(
'baseline-shift:dev-001',
expect.objectContaining({
driftVector: [2, 2, 2],
maxDrift: 2,
oldSamples: 50,
newSamples: 75,
}),
);
});
it('records telemetry trajectory', async () => {
const client = makeSONAClient();
const svc = new SONAIntegrationService(client);
const readings = [makeReading({ readingId: 'r-001' }), makeReading({ readingId: 'r-002' })];
const anomalies = [makeAnomaly({ readingId: 'r-001' })];
await svc.recordTelemetryTrajectory('dev-001', readings, anomalies);
expect(client.trainTrajectory).toHaveBeenCalledWith(
expect.stringContaining('iot-trajectories:dev-001:'),
expect.arrayContaining([
expect.objectContaining({ action: 'anomaly:spike', reward: -0.85 }),
expect.objectContaining({ action: 'normal', reward: 1.0 }),
]),
);
});
it('predicts anomaly risk when confidence meets threshold', async () => {
const client = makeSONAClient({
predict: vi.fn().mockResolvedValue({ prediction: 'spike', confidence: 0.85 }),
});
const svc = new SONAIntegrationService(client);
const result = await svc.predictAnomalyRisk(makeReading());
expect(result).toEqual({ risk: 'spike', confidence: 0.85 });
});
it('returns null when prediction confidence below threshold', async () => {
const client = makeSONAClient({
predict: vi.fn().mockResolvedValue({ prediction: 'spike', confidence: 0.3 }),
});
const svc = new SONAIntegrationService(client);
const result = await svc.predictAnomalyRisk(makeReading());
expect(result).toBeNull();
});
it('returns null for prediction when disabled', async () => {
const svc = new SONAIntegrationService(null);
const result = await svc.predictAnomalyRisk(makeReading());
expect(result).toBeNull();
});
it('finds similar anomaly patterns', async () => {
const client = makeSONAClient({
searchPatterns: vi.fn().mockResolvedValue([
{ key: 'anomaly:spike:dev-002', pattern: { type: 'spike' }, score: 0.9 },
]),
});
const svc = new SONAIntegrationService(client);
const results = await svc.findSimilarAnomalyPatterns(makeAnomaly());
expect(results).toHaveLength(1);
expect(client.searchPatterns).toHaveBeenCalledWith(
expect.stringContaining('anomaly:spike'),
5,
);
});
it('returns empty for similar patterns when disabled', async () => {
const svc = new SONAIntegrationService(null);
const results = await svc.findSimilarAnomalyPatterns(makeAnomaly());
expect(results).toHaveLength(0);
});
});