|
| 1 | +'use strict' |
| 2 | + |
| 3 | +const assert = require('node:assert') |
| 4 | +const { describe, it } = require('mocha') |
| 5 | + |
| 6 | +const { extractMetrics, formatOutputMessages } = require('../../../../src/llmobs/plugins/genai/util') |
| 7 | + |
| 8 | +describe('google-genai llmobs util', () => { |
| 9 | + describe('extractMetrics', () => { |
| 10 | + it('derives totalTokens from prompt and candidate counts when totalTokenCount is absent', () => { |
| 11 | + const metrics = extractMetrics({ usageMetadata: { promptTokenCount: 5, candidatesTokenCount: 7 } }) |
| 12 | + assert.deepStrictEqual(metrics, { inputTokens: 5, outputTokens: 7, totalTokens: 12 }) |
| 13 | + }) |
| 14 | + |
| 15 | + it('prefers totalTokenCount over the derived sum when present', () => { |
| 16 | + const metrics = extractMetrics({ |
| 17 | + usageMetadata: { promptTokenCount: 5, candidatesTokenCount: 7, totalTokenCount: 20 }, |
| 18 | + }) |
| 19 | + assert.deepStrictEqual(metrics, { inputTokens: 5, outputTokens: 7, totalTokens: 20 }) |
| 20 | + }) |
| 21 | + |
| 22 | + it('omits totalTokens when no token counts are present', () => { |
| 23 | + assert.deepStrictEqual(extractMetrics({ usageMetadata: {} }), {}) |
| 24 | + }) |
| 25 | + |
| 26 | + it('returns no metrics when usageMetadata is missing', () => { |
| 27 | + assert.deepStrictEqual(extractMetrics({}), {}) |
| 28 | + }) |
| 29 | + }) |
| 30 | + |
| 31 | + describe('formatOutputMessages with streaming special cases', () => { |
| 32 | + function streamingResponse (part) { |
| 33 | + return { candidates: [{ content: { parts: [part] } }] } |
| 34 | + } |
| 35 | + |
| 36 | + it('routes a streaming functionCall part through non-streaming formatting', () => { |
| 37 | + const part = { functionCall: { name: 'getWeather', args: { city: 'NYC' }, id: 'call_1' } } |
| 38 | + assert.deepStrictEqual(formatOutputMessages(streamingResponse(part), true), [{ |
| 39 | + role: 'assistant', |
| 40 | + toolCalls: [{ name: 'getWeather', arguments: { city: 'NYC' }, toolId: 'call_1', type: 'function_call' }], |
| 41 | + }]) |
| 42 | + }) |
| 43 | + |
| 44 | + it('routes a streaming executableCode part through non-streaming formatting', () => { |
| 45 | + const part = { executableCode: { language: 'PYTHON', code: 'print(1)' } } |
| 46 | + assert.deepStrictEqual(formatOutputMessages(streamingResponse(part), true), [{ |
| 47 | + role: 'assistant', |
| 48 | + content: JSON.stringify({ language: 'PYTHON', code: 'print(1)' }), |
| 49 | + }]) |
| 50 | + }) |
| 51 | + |
| 52 | + it('routes a streaming codeExecutionResult part through non-streaming formatting', () => { |
| 53 | + const part = { codeExecutionResult: { outcome: 'OUTCOME_OK', output: '1\n' } } |
| 54 | + assert.deepStrictEqual(formatOutputMessages(streamingResponse(part), true), [{ |
| 55 | + role: 'assistant', |
| 56 | + content: JSON.stringify({ outcome: 'OUTCOME_OK', output: '1\n' }), |
| 57 | + }]) |
| 58 | + }) |
| 59 | + |
| 60 | + it('accumulates plain text streaming parts by role', () => { |
| 61 | + const response = { candidates: [{ content: { parts: [{ text: 'Hello, ' }, { text: 'world!' }] } }] } |
| 62 | + assert.deepStrictEqual(formatOutputMessages(response, true), [{ role: 'assistant', content: 'Hello, world!' }]) |
| 63 | + }) |
| 64 | + }) |
| 65 | +}) |
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