chore: import upstream snapshot with attribution
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@@ -0,0 +1,402 @@
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import { afterEach, describe, expect, it, vi } from 'vitest';
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import { handleAnswerRelevance } from '../../src/assertions/answerRelevance';
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import { handleContextFaithfulness } from '../../src/assertions/contextFaithfulness';
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import { handleContextRecall } from '../../src/assertions/contextRecall';
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import { handleContextRelevance } from '../../src/assertions/contextRelevance';
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import { handleFactuality } from '../../src/assertions/factuality';
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import { handleGEval } from '../../src/assertions/geval';
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import { runCompareAssertion } from '../../src/assertions/index';
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import { handleLlmRubric } from '../../src/assertions/llmRubric';
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import { handleModelGradedClosedQa } from '../../src/assertions/modelGradedClosedQa';
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import { matchesSelectBest } from '../../src/matchers/comparison';
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import {
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matchesClosedQa,
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matchesFactuality,
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matchesGEval,
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matchesLlmRubric,
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} from '../../src/matchers/llmGrading';
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import {
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matchesAnswerRelevance,
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matchesContextFaithfulness,
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matchesContextRecall,
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matchesContextRelevance,
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} from '../../src/matchers/rag';
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import { createMockProvider } from '../factories/provider';
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import type { AssertionParams, CallApiContextParams } from '../../src/types/index';
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vi.mock('../../src/matchers/comparison');
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vi.mock('../../src/matchers/llmGrading');
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vi.mock('../../src/matchers/rag');
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vi.mock('../../src/assertions/contextUtils', () => ({
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resolveContext: vi.fn().mockResolvedValue('mocked context'),
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}));
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describe('Context Propagation in Model-Graded Assertions', () => {
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afterEach(() => {
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vi.resetAllMocks();
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});
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const mockProvider = createMockProvider({ response: {} });
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const mockCallApiContext: CallApiContextParams = {
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originalProvider: mockProvider,
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prompt: { raw: 'test prompt', label: 'test' },
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vars: { testVar: 'value' },
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};
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const baseParams: AssertionParams = {
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assertion: { type: 'llm-rubric' as const },
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baseType: 'llm-rubric',
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providerCallContext: mockCallApiContext,
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assertionValueContext: {
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prompt: 'test prompt',
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vars: { testVar: 'value' },
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test: { vars: { testVar: 'value' } },
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logProbs: undefined,
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provider: mockProvider,
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providerResponse: undefined,
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},
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inverse: false,
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output: 'test output',
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outputString: 'test output',
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prompt: 'test prompt',
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provider: mockProvider,
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providerResponse: {},
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test: { vars: { testVar: 'value' } },
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};
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describe('handleLlmRubric', () => {
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it('should pass callApiContext to matchesLlmRubric', async () => {
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const mockResult = { pass: true, score: 1, reason: 'test' };
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vi.mocked(matchesLlmRubric).mockResolvedValue(mockResult);
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const params = {
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...baseParams,
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renderedValue: 'test rubric',
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};
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await handleLlmRubric(params);
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expect(matchesLlmRubric).toHaveBeenCalledWith(
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'test rubric',
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'test output',
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undefined,
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{ testVar: 'value' },
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params.assertion,
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undefined,
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mockCallApiContext,
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);
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});
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it('should work when callApiContext is undefined', async () => {
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const mockResult = { pass: true, score: 1, reason: 'test' };
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vi.mocked(matchesLlmRubric).mockResolvedValue(mockResult);
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const params = {
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...baseParams,
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providerCallContext: undefined,
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renderedValue: 'test rubric',
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};
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await handleLlmRubric(params);
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expect(matchesLlmRubric).toHaveBeenCalledWith(
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'test rubric',
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'test output',
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undefined,
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{ testVar: 'value' },
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params.assertion,
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undefined,
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undefined,
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);
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});
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});
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describe('handleFactuality', () => {
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it('should pass callApiContext to matchesFactuality', async () => {
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const mockResult = { pass: true, score: 1, reason: 'test' };
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vi.mocked(matchesFactuality).mockResolvedValue(mockResult);
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const params = {
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...baseParams,
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assertion: { type: 'factuality' as const },
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baseType: 'factuality' as const,
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renderedValue: 'expected answer',
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};
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await handleFactuality(params);
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expect(matchesFactuality).toHaveBeenCalledWith(
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'test prompt',
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'expected answer',
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'test output',
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undefined,
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{ testVar: 'value' },
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mockCallApiContext,
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);
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});
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});
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describe('handleModelGradedClosedQa', () => {
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it('should pass callApiContext to matchesClosedQa', async () => {
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const mockResult = { pass: true, score: 1, reason: 'test' };
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vi.mocked(matchesClosedQa).mockResolvedValue(mockResult);
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const params = {
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...baseParams,
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assertion: { type: 'model-graded-closedqa' as const },
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baseType: 'model-graded-closedqa' as const,
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renderedValue: 'criteria',
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};
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await handleModelGradedClosedQa(params);
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expect(matchesClosedQa).toHaveBeenCalledWith(
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'test prompt',
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'criteria',
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'test output',
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undefined,
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{ testVar: 'value' },
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mockCallApiContext,
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);
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});
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});
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describe('handleGEval', () => {
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it('should pass callApiContext to matchesGEval', async () => {
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const mockResult = { pass: true, score: 0.8, reason: 'test' };
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vi.mocked(matchesGEval).mockResolvedValue(mockResult);
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const params = {
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...baseParams,
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assertion: { type: 'g-eval' as const, threshold: 0.7 },
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baseType: 'g-eval' as const,
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renderedValue: 'coherence criteria',
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};
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await handleGEval(params);
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expect(matchesGEval).toHaveBeenCalledWith(
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'coherence criteria',
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'test prompt',
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'test output',
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0.7,
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undefined,
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mockCallApiContext,
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);
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});
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it('should pass callApiContext when evaluating array of criteria', async () => {
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const mockResult = { pass: true, score: 0.8, reason: 'test' };
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vi.mocked(matchesGEval).mockResolvedValue(mockResult);
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const params = {
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...baseParams,
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assertion: { type: 'g-eval' as const, threshold: 0.7 },
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baseType: 'g-eval' as const,
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renderedValue: ['coherence', 'relevance'],
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};
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await handleGEval(params);
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expect(matchesGEval).toHaveBeenNthCalledWith(
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1,
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'coherence',
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'test prompt',
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'test output',
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0.7,
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undefined,
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mockCallApiContext,
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);
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expect(matchesGEval).toHaveBeenNthCalledWith(
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2,
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'relevance',
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'test prompt',
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'test output',
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0.7,
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undefined,
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mockCallApiContext,
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);
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});
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});
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describe('handleAnswerRelevance', () => {
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it('should pass callApiContext to matchesAnswerRelevance', async () => {
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const mockResult = { pass: true, score: 0.9, reason: 'test' };
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vi.mocked(matchesAnswerRelevance).mockResolvedValue(mockResult);
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const params = {
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...baseParams,
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assertion: { type: 'answer-relevance' as const, threshold: 0.8 },
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baseType: 'answer-relevance' as const,
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};
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await handleAnswerRelevance(params);
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expect(matchesAnswerRelevance).toHaveBeenCalledWith(
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'test prompt',
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'test output',
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0.8,
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undefined,
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mockCallApiContext,
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);
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});
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it('should use query variable if present', async () => {
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const mockResult = { pass: true, score: 0.9, reason: 'test' };
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vi.mocked(matchesAnswerRelevance).mockResolvedValue(mockResult);
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const params = {
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...baseParams,
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assertion: { type: 'answer-relevance' as const, threshold: 0.8 },
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baseType: 'answer-relevance' as const,
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test: { vars: { query: 'custom query' } },
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};
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await handleAnswerRelevance(params);
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expect(matchesAnswerRelevance).toHaveBeenCalledWith(
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'custom query',
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'test output',
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0.8,
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undefined,
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mockCallApiContext,
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);
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});
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});
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describe('handleContextRecall', () => {
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it('should pass callApiContext to matchesContextRecall', async () => {
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const { resolveContext } = await import('../../src/assertions/contextUtils');
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vi.mocked(resolveContext).mockResolvedValue('resolved context');
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const mockResult = { pass: true, score: 0.85, reason: 'test' };
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vi.mocked(matchesContextRecall).mockResolvedValue(mockResult);
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const params = {
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...baseParams,
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assertion: { type: 'context-recall' as const, threshold: 0.7 },
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baseType: 'context-recall' as const,
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renderedValue: 'ground truth',
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providerResponse: { output: 'test' },
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};
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await handleContextRecall(params);
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expect(matchesContextRecall).toHaveBeenCalledWith(
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'resolved context',
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'ground truth',
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0.7,
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undefined,
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{ testVar: 'value' },
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mockCallApiContext,
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);
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});
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});
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describe('handleContextRelevance', () => {
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it('should pass callApiContext to matchesContextRelevance', async () => {
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const { resolveContext } = await import('../../src/assertions/contextUtils');
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vi.mocked(resolveContext).mockResolvedValue('resolved context');
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const mockResult = { pass: true, score: 0.9, reason: 'test' };
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vi.mocked(matchesContextRelevance).mockResolvedValue(mockResult);
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const params = {
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...baseParams,
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assertion: { type: 'context-relevance' as const, threshold: 0.8 },
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baseType: 'context-relevance' as const,
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test: { vars: { query: 'user question' } },
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providerResponse: { output: 'test' },
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};
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await handleContextRelevance(params);
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expect(matchesContextRelevance).toHaveBeenCalledWith(
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'user question',
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'resolved context',
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0.8,
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undefined,
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mockCallApiContext,
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);
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});
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});
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describe('handleContextFaithfulness', () => {
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it('should pass callApiContext to matchesContextFaithfulness', async () => {
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const { resolveContext } = await import('../../src/assertions/contextUtils');
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vi.mocked(resolveContext).mockResolvedValue('resolved context');
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const mockResult = { pass: true, score: 0.95, reason: 'test' };
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vi.mocked(matchesContextFaithfulness).mockResolvedValue(mockResult);
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const params = {
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...baseParams,
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assertion: { type: 'context-faithfulness' as const, threshold: 0.9 },
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baseType: 'context-faithfulness' as const,
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test: { vars: { query: 'user question' } },
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providerResponse: { output: 'test' },
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};
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await handleContextFaithfulness(params);
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expect(matchesContextFaithfulness).toHaveBeenCalledWith(
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'user question',
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'test output',
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'resolved context',
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0.9,
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undefined,
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{ query: 'user question' },
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mockCallApiContext,
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);
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});
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});
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describe('runCompareAssertion (select-best)', () => {
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it('should pass callApiContext to matchesSelectBest', async () => {
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const mockResult = [
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{ pass: true, score: 1, reason: 'best' },
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{ pass: false, score: 0, reason: 'not best' },
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];
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vi.mocked(matchesSelectBest).mockResolvedValue(mockResult);
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const test = { vars: { testVar: 'value' }, options: { provider: 'test-provider' } };
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const assertion = { type: 'select-best' as const, value: 'test criteria' };
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const outputs = ['output1', 'output2'];
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await runCompareAssertion(test, assertion, outputs, mockCallApiContext);
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expect(matchesSelectBest).toHaveBeenCalledWith(
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'test criteria',
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outputs,
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{ provider: 'test-provider' },
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{ testVar: 'value' },
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mockCallApiContext,
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);
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});
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it('should work when callApiContext is undefined', async () => {
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const mockResult = [
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{ pass: true, score: 1, reason: 'best' },
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{ pass: false, score: 0, reason: 'not best' },
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];
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vi.mocked(matchesSelectBest).mockResolvedValue(mockResult);
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const test = { vars: { testVar: 'value' } };
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const assertion = { type: 'select-best' as const, value: 'test criteria' };
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const outputs = ['output1', 'output2'];
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await runCompareAssertion(test, assertion, outputs, undefined);
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expect(matchesSelectBest).toHaveBeenCalledWith(
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'test criteria',
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outputs,
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{ provider: undefined, rubricPrompt: undefined },
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{ testVar: 'value' },
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undefined,
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);
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});
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});
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});
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