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Implements the first version of telemetry. - Created telemetry js package and added it to latitude's TS SDK. - Telemetry supports automatic telemetry data collection for the following providers: - OpenAI - Anthropic - Azure AI - Cohere - Google Vertex AI - Google AI Platform - AWS Bedrock - Vercel SDK (and all its providers) - Added backend to ingest traces and spans - Added frontend to visualize traces and spans - Added actions to automatically create prompts from spans - Added manual tracing with SDK's telemetry.span() method - Added automatic prompt log creation when a span is associated with a prompt
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name: latitude-llm | ||
windows: | ||
- web: cd apps/web | ||
- apps: pnpm dev --filter='./apps/*' --filter='./packages/sdks/typescript' --filter='./packages/compiler' | ||
- web: cd . | ||
- apps: pnpm dev --filter='./apps/*' | ||
- packages: pnpm dev --filter='./packages/*' | ||
- docker: docker compose up --menu=false | ||
- studio: cd packages/core && pnpm db:studio |
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apps/gateway/src/routes/api/v2/otlp/traces/handlers/otlp.test.ts
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import { Workspace } from '@latitude-data/core/browser' | ||
import { unsafelyGetFirstApiKeyByWorkspaceId } from '@latitude-data/core/data-access' | ||
import { createProject } from '@latitude-data/core/factories' | ||
import app from '$/routes/app' | ||
import { beforeEach, describe, expect, it, vi } from 'vitest' | ||
import { otlpTraceHandler } from './otlp' | ||
import { setupJobs } from '@latitude-data/core/jobs' | ||
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// Mock the jobs setup | ||
vi.mock('@latitude-data/core/jobs', () => ({ | ||
setupJobs: vi.fn(), | ||
})) | ||
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describe('POST /api/v2/otlp/v1/traces', () => { | ||
let workspace: Workspace | ||
let route: string | ||
let headers: Record<string, string> | ||
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beforeEach(async () => { | ||
const setup = await createProject() | ||
workspace = setup.workspace | ||
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const apikey = await unsafelyGetFirstApiKeyByWorkspaceId({ | ||
workspaceId: workspace.id, | ||
}).then((r) => r.unwrap()) | ||
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route = '/api/v2/otlp/v1/traces' | ||
headers = { | ||
Authorization: `Bearer ${apikey.token}`, | ||
'Content-Type': 'application/json', | ||
} | ||
}) | ||
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const createBasicSpan = (traceId: string, spanId: string) => ({ | ||
traceId, | ||
spanId, | ||
name: 'test-span', | ||
kind: 1, | ||
startTimeUnixNano: (Date.now() * 1_000_000).toString(), | ||
endTimeUnixNano: (Date.now() * 1_000_000 + 1_000_000_000).toString(), | ||
attributes: [{ key: 'test.attribute', value: { stringValue: 'test' } }], | ||
status: { code: 1, message: 'Success' }, | ||
}) | ||
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const createOtlpRequest = (spans: any[]) => ({ | ||
resourceSpans: [ | ||
{ | ||
resource: { | ||
attributes: [ | ||
{ | ||
key: 'service.name', | ||
value: { stringValue: 'test-service' }, | ||
}, | ||
], | ||
}, | ||
scopeSpans: [{ spans }], | ||
}, | ||
], | ||
}) | ||
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describe('when authorized', () => { | ||
it('processes single span', async () => { | ||
const span = createBasicSpan( | ||
'12345678901234567890123456789012', | ||
'1234567890123456', | ||
) | ||
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const response = await app.request(route, { | ||
method: 'POST', | ||
headers, | ||
body: JSON.stringify(createOtlpRequest([span])), | ||
}) | ||
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expect(response.status).toBe(200) | ||
expect(await response.json()).toEqual({ status: 'ok' }) | ||
}) | ||
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it('handles batch of spans', async () => { | ||
const spans = Array.from({ length: 10 }, (_, i) => | ||
createBasicSpan( | ||
'12345678901234567890123456789012', | ||
i.toString(16).padStart(16, '0'), | ||
), | ||
) | ||
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const response = await app.request(route, { | ||
method: 'POST', | ||
headers, | ||
body: JSON.stringify(createOtlpRequest(spans)), | ||
}) | ||
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expect(response.status).toBe(200) | ||
expect(await response.json()).toEqual({ status: 'ok' }) | ||
}) | ||
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it('processes multiple traces', async () => { | ||
const spans = Array.from({ length: 3 }, (_, i) => | ||
createBasicSpan( | ||
`${'0'.repeat(29)}${(i + 1).toString().padStart(3, '0')}`, | ||
i.toString(16).padStart(16, '0'), | ||
), | ||
) | ||
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const response = await app.request(route, { | ||
method: 'POST', | ||
headers, | ||
body: JSON.stringify(createOtlpRequest(spans)), | ||
}) | ||
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expect(response.status).toBe(200) | ||
expect(await response.json()).toEqual({ status: 'ok' }) | ||
}) | ||
}) | ||
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describe('when unauthorized', () => { | ||
it('returns 401 without auth token', async () => { | ||
const response = await app.request(route, { | ||
method: 'POST', | ||
headers: { 'Content-Type': 'application/json' }, | ||
body: JSON.stringify({ resourceSpans: [] }), | ||
}) | ||
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expect(response.status).toBe(401) | ||
}) | ||
}) | ||
}) | ||
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describe('otlpTraceHandler', () => { | ||
const mockQueue = { | ||
jobs: { | ||
enqueueProcessOtlpTracesJob: vi.fn(), | ||
}, | ||
} | ||
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beforeEach(() => { | ||
vi.clearAllMocks() | ||
;(setupJobs as any).mockResolvedValue({ | ||
defaultQueue: mockQueue, | ||
}) | ||
}) | ||
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it('should process and enqueue spans in batches', async () => { | ||
// Create test data with multiple spans | ||
const testData = { | ||
resourceSpans: [ | ||
{ | ||
resource: { | ||
attributes: [ | ||
{ | ||
key: 'service.name', | ||
value: { stringValue: 'test-service' }, | ||
}, | ||
], | ||
}, | ||
scopeSpans: [ | ||
{ | ||
spans: Array.from({ length: 75 }, (_, i) => ({ | ||
traceId: `trace-${i}`, | ||
spanId: `span-${i}`, | ||
name: `span-${i}`, | ||
kind: 1, | ||
startTimeUnixNano: '1234567890', | ||
})), | ||
}, | ||
], | ||
}, | ||
], | ||
} | ||
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const mockContext = { | ||
req: { | ||
valid: () => testData, | ||
}, | ||
get: () => ({ id: 'test-workspace' }), | ||
json: vi.fn(), | ||
} | ||
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// @ts-ignore | ||
await otlpTraceHandler(mockContext as any) | ||
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// With BATCH_SIZE = 50, we expect 2 batches (50 + 25 spans) | ||
expect(mockQueue.jobs.enqueueProcessOtlpTracesJob).toHaveBeenCalledTimes(2) | ||
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// Check first batch | ||
expect(mockQueue.jobs.enqueueProcessOtlpTracesJob).toHaveBeenCalledWith({ | ||
spans: expect.arrayContaining([ | ||
expect.objectContaining({ | ||
span: expect.objectContaining({ spanId: 'span-0' }), | ||
resourceAttributes: expect.arrayContaining([ | ||
expect.objectContaining({ | ||
key: 'service.name', | ||
value: { stringValue: 'test-service' }, | ||
}), | ||
]), | ||
}), | ||
]), | ||
workspace: { id: 'test-workspace' }, | ||
}) | ||
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// Verify response | ||
expect(mockContext.json).toHaveBeenCalledWith({ status: 'ok' }) | ||
}) | ||
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it('should handle empty spans array', async () => { | ||
const testData = { | ||
resourceSpans: [ | ||
{ | ||
resource: { | ||
attributes: [], | ||
}, | ||
scopeSpans: [ | ||
{ | ||
spans: [], | ||
}, | ||
], | ||
}, | ||
], | ||
} | ||
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const mockContext = { | ||
req: { | ||
valid: () => testData, | ||
}, | ||
get: () => ({ id: 'test-workspace' }), | ||
json: vi.fn(), | ||
} | ||
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// @ts-ignore | ||
await otlpTraceHandler(mockContext as any) | ||
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expect(mockQueue.jobs.enqueueProcessOtlpTracesJob).not.toHaveBeenCalled() | ||
expect(mockContext.json).toHaveBeenCalledWith({ status: 'ok' }) | ||
}) | ||
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it('should preserve resource attributes for each span', async () => { | ||
const testData = { | ||
resourceSpans: [ | ||
{ | ||
resource: { | ||
attributes: [ | ||
{ | ||
key: 'service.name', | ||
value: { stringValue: 'test-service' }, | ||
}, | ||
{ | ||
key: 'deployment.environment', | ||
value: { stringValue: 'production' }, | ||
}, | ||
], | ||
}, | ||
scopeSpans: [ | ||
{ | ||
spans: [ | ||
{ | ||
traceId: 'trace-1', | ||
spanId: 'span-1', | ||
name: 'test-span', | ||
kind: 1, | ||
startTimeUnixNano: '1234567890', | ||
}, | ||
], | ||
}, | ||
], | ||
}, | ||
], | ||
} | ||
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const mockContext = { | ||
req: { | ||
valid: () => testData, | ||
}, | ||
get: () => ({ id: 'test-workspace' }), | ||
json: vi.fn(), | ||
} | ||
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// @ts-ignore | ||
await otlpTraceHandler(mockContext as any) | ||
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expect(mockQueue.jobs.enqueueProcessOtlpTracesJob).toHaveBeenCalledWith({ | ||
spans: [ | ||
{ | ||
span: expect.objectContaining({ | ||
spanId: 'span-1', | ||
}), | ||
resourceAttributes: expect.arrayContaining([ | ||
expect.objectContaining({ | ||
key: 'service.name', | ||
value: { stringValue: 'test-service' }, | ||
}), | ||
expect.objectContaining({ | ||
key: 'deployment.environment', | ||
value: { stringValue: 'production' }, | ||
}), | ||
]), | ||
}, | ||
], | ||
workspace: { id: 'test-workspace' }, | ||
}) | ||
}) | ||
}) |
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