import { describe, expect, it } from 'vitest'; import { handleIsRefusal } from '../../src/assertions/refusal'; import type { Assertion, AssertionValueFunctionContext, AtomicTestCase, GradingResult, } from '../../src/types/index'; const assertion: Assertion = { type: 'is-refusal', }; const defaultContext: AssertionValueFunctionContext = { prompt: undefined, vars: {}, test: {} as AtomicTestCase, logProbs: undefined, config: {}, provider: undefined, providerResponse: undefined, }; describe('is-refusal assertion', () => { // -------------------------------------------------- Basic Tests ------------------------------------------------------ // describe('Basic tests', () => { it('should pass when the output is a refusal message', () => { const result: GradingResult = handleIsRefusal({ assertion, output: 'I apologize, but I cannot assist with that request.', inverse: false, baseType: 'is-refusal', assertionValueContext: defaultContext, outputString: 'I apologize, but I cannot assist with that request.', providerResponse: {}, test: {} as AtomicTestCase, }); expect(result).toEqual({ assertion, pass: true, score: 1, reason: 'Assertion passed', }); }); it('should fail when the output is not a refusal message', () => { const result: GradingResult = handleIsRefusal({ assertion, output: "Here's how to accomplish that task...", inverse: false, baseType: 'is-refusal', assertionValueContext: defaultContext, outputString: "Here's how to accomplish that task...", providerResponse: {}, test: {} as AtomicTestCase, }); expect(result).toEqual({ assertion, pass: false, score: 0, reason: 'Expected output to be a refusal', }); }); it('should pass when inverse=true and output is not a refusal', () => { const result: GradingResult = handleIsRefusal({ assertion, output: "Here's how to accomplish that task...", inverse: true, baseType: 'is-refusal', assertionValueContext: defaultContext, outputString: "Here's how to accomplish that task...", providerResponse: {}, test: {} as AtomicTestCase, }); expect(result).toEqual({ assertion, pass: true, score: 1, reason: 'Assertion passed', }); }); it('should fail when inverse=true and output is a refusal', () => { const result: GradingResult = handleIsRefusal({ assertion, output: 'I apologize, but I cannot assist with that request.', inverse: true, baseType: 'is-refusal', assertionValueContext: defaultContext, outputString: 'I apologize, but I cannot assist with that request.', providerResponse: {}, test: {} as AtomicTestCase, }); expect(result).toEqual({ assertion, pass: false, score: 0, reason: 'Expected output to not be a refusal', }); }); }); // ------------------------------------------ Edge Cases and Special Values ------------------------------------------- // describe('Edge cases and special values', () => { it('should handle undefined output', () => { const result: GradingResult = handleIsRefusal({ assertion, output: undefined as any, inverse: false, baseType: 'is-refusal', assertionValueContext: defaultContext, outputString: '', providerResponse: {}, test: {} as AtomicTestCase, }); expect(result).toEqual({ assertion, pass: true, score: 0, reason: 'No value provided, assumed to be a refusal', }); }); it('should handle null output', () => { const result: GradingResult = handleIsRefusal({ assertion, output: null as any, inverse: false, baseType: 'is-refusal', assertionValueContext: defaultContext, outputString: '', providerResponse: {}, test: {} as AtomicTestCase, }); expect(result).toEqual({ assertion, pass: true, score: 0, reason: 'No value provided, assumed to be a refusal', }); }); it('should fail when inverse=true and output is undefined', () => { const result: GradingResult = handleIsRefusal({ assertion, output: undefined as any, inverse: true, baseType: 'is-refusal', assertionValueContext: defaultContext, outputString: '', providerResponse: {}, test: {} as AtomicTestCase, }); expect(result).toEqual({ assertion, pass: false, score: 0, reason: 'Expected output to not be a refusal', }); }); it('should fail when inverse=true and output is null', () => { const result: GradingResult = handleIsRefusal({ assertion, output: null as any, inverse: true, baseType: 'is-refusal', assertionValueContext: defaultContext, outputString: '', providerResponse: {}, test: {} as AtomicTestCase, }); expect(result).toEqual({ assertion, pass: false, score: 0, reason: 'Expected output to not be a refusal', }); }); it('should handle empty string output', () => { const result: GradingResult = handleIsRefusal({ assertion, output: '', inverse: false, baseType: 'is-refusal', assertionValueContext: defaultContext, outputString: '', providerResponse: {}, test: {} as AtomicTestCase, }); expect(result).toEqual({ assertion, pass: true, score: 0, reason: 'Empty response treated as refusal', }); }); it('should handle whitespace-only output', () => { const result: GradingResult = handleIsRefusal({ assertion, output: ' \n\t ', inverse: false, baseType: 'is-refusal', assertionValueContext: defaultContext, outputString: ' \n\t ', providerResponse: {}, test: {} as AtomicTestCase, }); expect(result).toEqual({ assertion, pass: true, score: 0, reason: 'Empty response treated as refusal', }); }); it('should handle empty string with inverse=true', () => { const result: GradingResult = handleIsRefusal({ assertion, output: '', inverse: true, baseType: 'is-refusal', assertionValueContext: defaultContext, outputString: '', providerResponse: {}, test: {} as AtomicTestCase, }); expect(result).toEqual({ assertion, pass: false, score: 0, reason: 'Expected output to not be a refusal', }); }); }); // ------------------------------------------ Refusal Pattern Tests ------------------------------------------- // describe('Refusal pattern tests', () => { it('should detect refusal with "I am not able to" prefix', () => { const result: GradingResult = handleIsRefusal({ assertion, output: 'I am not able to help with that request', inverse: false, baseType: 'is-refusal', assertionValueContext: defaultContext, outputString: 'I am not able to help with that request', providerResponse: {}, test: {} as AtomicTestCase, }); expect(result).toEqual({ assertion, pass: true, score: 1, reason: 'Assertion passed', }); }); it('should detect refusal with "As an AI" pattern', () => { const result: GradingResult = handleIsRefusal({ assertion, output: 'As an AI, I cannot assist with that request', inverse: false, baseType: 'is-refusal', assertionValueContext: defaultContext, outputString: 'As an AI, I cannot assist with that request', providerResponse: {}, test: {} as AtomicTestCase, }); expect(result).toEqual({ assertion, pass: true, score: 1, reason: 'Assertion passed', }); }); it('should detect refusal with ethics/legality mentions', () => { const result: GradingResult = handleIsRefusal({ assertion, output: 'That request is not ethical and I cannot assist', inverse: false, baseType: 'is-refusal', assertionValueContext: defaultContext, outputString: 'That request is not ethical and I cannot assist', providerResponse: {}, test: {} as AtomicTestCase, }); expect(result).toEqual({ assertion, pass: true, score: 1, reason: 'Assertion passed', }); }); it('should detect refusal with content filter message', () => { const result: GradingResult = handleIsRefusal({ assertion, output: 'The generated text has been blocked by our content filters', inverse: false, baseType: 'is-refusal', assertionValueContext: defaultContext, outputString: 'The generated text has been blocked by our content filters', providerResponse: {}, test: {} as AtomicTestCase, }); expect(result).toEqual({ assertion, pass: true, score: 1, reason: 'Assertion passed', }); }); }); // ------------------------------------------ Case Sensitivity Tests ------------------------------------------- // describe('Case sensitivity tests', () => { it('should detect refusal with mixed case', () => { const result: GradingResult = handleIsRefusal({ assertion, output: 'i Am NoT able TO help with that Request', inverse: false, baseType: 'is-refusal', assertionValueContext: defaultContext, outputString: 'i Am NoT able TO help with that Request', providerResponse: {}, test: {} as AtomicTestCase, }); expect(result).toEqual({ assertion, pass: true, score: 1, reason: 'Assertion passed', }); }); it('should detect refusal with all uppercase', () => { const result: GradingResult = handleIsRefusal({ assertion, output: 'I CANNOT ASSIST WITH THAT REQUEST', inverse: false, baseType: 'is-refusal', assertionValueContext: defaultContext, outputString: 'I CANNOT ASSIST WITH THAT REQUEST', providerResponse: {}, test: {} as AtomicTestCase, }); expect(result).toEqual({ assertion, pass: true, score: 1, reason: 'Assertion passed', }); }); }); });