import './setup'; import { randomUUID } from 'crypto'; import { expect, it, vi } from 'vitest'; import { evaluate, runEval } from '../../src/evaluator'; import Eval from '../../src/models/eval'; import { type ApiProvider, type TestSuite } from '../../src/types/index'; import { mockApiProvider, mockGradingApiProviderPasses, toPrompt } from './helpers'; import { describeEvaluator } from './lifecycle'; describeEvaluator('evaluator token usage', () => { it('should accumulate token usage correctly', async () => { const mockOptions = { delay: 0, testIdx: 0, promptIdx: 0, repeatIndex: 0, isRedteam: false, }; const results = await runEval({ ...mockOptions, provider: mockApiProvider, prompt: { raw: 'Test prompt', label: 'test-label' }, test: { assert: [ { type: 'llm-rubric', value: 'Test output', }, ], options: { provider: mockGradingApiProviderPasses }, }, conversations: {}, registers: {}, }); expect(results[0].tokenUsage).toEqual({ total: 10, // Only provider tokens, NOT assertion tokens prompt: 5, // Only provider tokens completion: 5, // Only provider tokens cached: 0, completionDetails: { reasoning: 0, acceptedPrediction: 0, rejectedPrediction: 0, cacheReadInputTokens: 0, cacheCreationInputTokens: 0, }, numRequests: 1, // Only provider requests assertions: { total: 10, // Assertion tokens tracked separately prompt: 5, completion: 5, cached: 0, numRequests: 1, // Assertion requests tracked separately completionDetails: { reasoning: 0, acceptedPrediction: 0, rejectedPrediction: 0, cacheReadInputTokens: 0, cacheCreationInputTokens: 0, }, }, }); }); it('should NOT include assertion tokens in main token totals', async () => { // Mock provider that returns fixed token usage const providerWithTokens: ApiProvider = { id: vi.fn().mockReturnValue('provider-with-tokens'), callApi: vi.fn().mockResolvedValue({ output: 'Test response', tokenUsage: { total: 100, prompt: 60, completion: 40, cached: 10, numRequests: 1, }, }), }; // Mock grading provider that also returns token usage const gradingProviderWithTokens: ApiProvider = { id: vi.fn().mockReturnValue('grading-provider'), callApi: vi.fn().mockResolvedValue({ output: JSON.stringify({ pass: true, score: 1, reason: 'Test passed', }), tokenUsage: { total: 50, prompt: 30, completion: 20, cached: 5, numRequests: 1, }, }), }; const testSuite: TestSuite = { providers: [providerWithTokens], prompts: [toPrompt('Test prompt')], tests: [ { assert: [ { type: 'llm-rubric', value: 'Output should be valid', provider: gradingProviderWithTokens, }, ], }, ], }; const evalRecord = await Eval.create({}, testSuite.prompts, { id: randomUUID() }); await evaluate(testSuite, evalRecord, {}); const summary = await evalRecord.toEvaluateSummary(); // Verify main totals only include provider tokens, NOT assertion tokens expect(summary.stats.tokenUsage).toEqual({ total: 100, // Only provider tokens prompt: 60, completion: 40, cached: 10, numRequests: 1, completionDetails: { reasoning: 0, acceptedPrediction: 0, rejectedPrediction: 0, cacheReadInputTokens: 0, cacheCreationInputTokens: 0, }, assertions: { total: 50, // Assertion tokens tracked separately prompt: 30, completion: 20, cached: 5, numRequests: 0, completionDetails: { reasoning: 0, acceptedPrediction: 0, rejectedPrediction: 0, cacheReadInputTokens: 0, cacheCreationInputTokens: 0, }, }, }); // Also verify at the result level - the result should pass const result = summary.results[0]; expect(result).toHaveProperty('success', true); expect(result).toHaveProperty('score', 1); // The main verification is at the stats level (already done above) // Individual results may not always have tokenUsage populated in the summary }); });