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eval.test.ts 8.5 KB

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  1. import request from 'supertest';
  2. import invariant from 'tiny-invariant';
  3. import { runDbMigrations } from '../../src/migrate';
  4. import Eval from '../../src/models/eval';
  5. import EvalResult from '../../src/models/evalResult';
  6. import { createApp } from '../../src/server/server';
  7. import EvalFactory from '../factories/evalFactory';
  8. describe('eval routes', () => {
  9. const app = createApp();
  10. beforeAll(async () => {
  11. await runDbMigrations();
  12. });
  13. function createManualRatingPayload(originalResult: any, pass: boolean) {
  14. const payload = { ...originalResult.gradingResult };
  15. const score = pass ? 1 : 0;
  16. payload.componentResults?.push({
  17. pass,
  18. score,
  19. reason: 'Manual result (overrides all other grading results)',
  20. assertion: { type: 'human' },
  21. });
  22. payload.reason = 'Manual result (overrides all other grading results)';
  23. payload.pass = pass;
  24. payload.score = score;
  25. return payload;
  26. }
  27. describe('post("/:evalId/results/:id/rating")', () => {
  28. it('Passing test and the user marked it as passing (no change)', async () => {
  29. const eval_ = await EvalFactory.create();
  30. const results = await eval_.getResults();
  31. const result = results[0];
  32. expect(eval_.prompts[result.promptIdx].metrics?.assertPassCount).toBe(1);
  33. expect(eval_.prompts[result.promptIdx].metrics?.assertFailCount).toBe(1);
  34. expect(eval_.prompts[result.promptIdx].metrics?.testPassCount).toBe(1);
  35. expect(eval_.prompts[result.promptIdx].metrics?.testFailCount).toBe(1);
  36. expect(eval_.prompts[result.promptIdx].metrics?.score).toBe(1);
  37. expect(result.gradingResult?.pass).toBe(true);
  38. expect(result.gradingResult?.score).toBe(1);
  39. const ratingPayload = createManualRatingPayload(result, true);
  40. const res = await request(app)
  41. .post(`/api/eval/${eval_.id}/results/${result.id}/rating`)
  42. .send(ratingPayload);
  43. expect(res.status).toBe(200);
  44. invariant(result.id, 'Result ID is required');
  45. const updatedResult = await EvalResult.findById(result.id);
  46. expect(updatedResult?.gradingResult?.pass).toBe(true);
  47. expect(updatedResult?.gradingResult?.score).toBe(1);
  48. expect(updatedResult?.gradingResult?.componentResults).toHaveLength(2);
  49. expect(updatedResult?.gradingResult?.reason).toBe(
  50. 'Manual result (overrides all other grading results)',
  51. );
  52. const updatedEval = await Eval.findById(eval_.id);
  53. invariant(updatedEval, 'Eval is required');
  54. expect(updatedEval.prompts[result.promptIdx].metrics?.score).toBe(1);
  55. expect(updatedEval.prompts[result.promptIdx].metrics?.assertPassCount).toBe(2);
  56. expect(updatedEval.prompts[result.promptIdx].metrics?.assertFailCount).toBe(1);
  57. expect(updatedEval.prompts[result.promptIdx].metrics?.testPassCount).toBe(1);
  58. expect(updatedEval.prompts[result.promptIdx].metrics?.testFailCount).toBe(1);
  59. });
  60. it('Passing test and the user changed it to failing', async () => {
  61. const eval_ = await EvalFactory.create();
  62. const results = await eval_.getResults();
  63. const result = results[0];
  64. expect(eval_.prompts[result.promptIdx].metrics?.assertPassCount).toBe(1);
  65. expect(eval_.prompts[result.promptIdx].metrics?.assertFailCount).toBe(1);
  66. expect(eval_.prompts[result.promptIdx].metrics?.testPassCount).toBe(1);
  67. expect(eval_.prompts[result.promptIdx].metrics?.testFailCount).toBe(1);
  68. expect(eval_.prompts[result.promptIdx].metrics?.score).toBe(1);
  69. expect(result.gradingResult?.pass).toBe(true);
  70. expect(result.gradingResult?.score).toBe(1);
  71. const ratingPayload = createManualRatingPayload(result, false);
  72. const res = await request(app)
  73. .post(`/api/eval/${eval_.id}/results/${result.id}/rating`)
  74. .send(ratingPayload);
  75. expect(res.status).toBe(200);
  76. invariant(result.id, 'Result ID is required');
  77. const updatedResult = await EvalResult.findById(result.id);
  78. expect(updatedResult?.gradingResult?.pass).toBe(false);
  79. expect(updatedResult?.gradingResult?.score).toBe(0);
  80. expect(updatedResult?.gradingResult?.componentResults).toHaveLength(2);
  81. expect(updatedResult?.gradingResult?.reason).toBe(
  82. 'Manual result (overrides all other grading results)',
  83. );
  84. const updatedEval = await Eval.findById(eval_.id);
  85. invariant(updatedEval, 'Eval is required');
  86. expect(updatedEval.prompts[result.promptIdx].metrics?.assertPassCount).toBe(1);
  87. expect(updatedEval.prompts[result.promptIdx].metrics?.assertFailCount).toBe(2);
  88. expect(updatedEval.prompts[result.promptIdx].metrics?.score).toBe(0);
  89. expect(updatedEval.prompts[result.promptIdx].metrics?.testPassCount).toBe(0);
  90. expect(updatedEval.prompts[result.promptIdx].metrics?.testFailCount).toBe(2);
  91. });
  92. it('Failing test and the user changed it to passing', async () => {
  93. const eval_ = await EvalFactory.create();
  94. const results = await eval_.getResults();
  95. const result = results[1];
  96. expect(eval_.prompts[result.promptIdx].metrics?.assertPassCount).toBe(1);
  97. expect(eval_.prompts[result.promptIdx].metrics?.assertFailCount).toBe(1);
  98. expect(eval_.prompts[result.promptIdx].metrics?.testPassCount).toBe(1);
  99. expect(eval_.prompts[result.promptIdx].metrics?.testFailCount).toBe(1);
  100. expect(eval_.prompts[result.promptIdx].metrics?.score).toBe(1);
  101. expect(result.gradingResult?.pass).toBe(false);
  102. expect(result.gradingResult?.score).toBe(0);
  103. const ratingPayload = createManualRatingPayload(result, true);
  104. const res = await request(app)
  105. .post(`/api/eval/${eval_.id}/results/${result.id}/rating`)
  106. .send(ratingPayload);
  107. expect(res.status).toBe(200);
  108. invariant(result.id, 'Result ID is required');
  109. const updatedResult = await EvalResult.findById(result.id);
  110. expect(updatedResult?.gradingResult?.pass).toBe(true);
  111. expect(updatedResult?.gradingResult?.score).toBe(1);
  112. expect(updatedResult?.gradingResult?.componentResults).toHaveLength(2);
  113. expect(updatedResult?.gradingResult?.reason).toBe(
  114. 'Manual result (overrides all other grading results)',
  115. );
  116. const updatedEval = await Eval.findById(eval_.id);
  117. invariant(updatedEval, 'Eval is required');
  118. expect(updatedEval.prompts[result.promptIdx].metrics?.score).toBe(2);
  119. expect(updatedEval.prompts[result.promptIdx].metrics?.assertPassCount).toBe(2);
  120. expect(updatedEval.prompts[result.promptIdx].metrics?.assertFailCount).toBe(1);
  121. expect(updatedEval.prompts[result.promptIdx].metrics?.testPassCount).toBe(2);
  122. expect(updatedEval.prompts[result.promptIdx].metrics?.testFailCount).toBe(0);
  123. });
  124. it('Failing test and the user marked it as failing (no change)', async () => {
  125. const eval_ = await EvalFactory.create();
  126. const results = await eval_.getResults();
  127. const result = results[1];
  128. expect(eval_.prompts[result.promptIdx].metrics?.assertPassCount).toBe(1);
  129. expect(eval_.prompts[result.promptIdx].metrics?.assertFailCount).toBe(1);
  130. expect(eval_.prompts[result.promptIdx].metrics?.testPassCount).toBe(1);
  131. expect(eval_.prompts[result.promptIdx].metrics?.testFailCount).toBe(1);
  132. expect(eval_.prompts[result.promptIdx].metrics?.score).toBe(1);
  133. expect(result.gradingResult?.pass).toBe(false);
  134. expect(result.gradingResult?.score).toBe(0);
  135. const ratingPayload = createManualRatingPayload(result, false);
  136. const res = await request(app)
  137. .post(`/api/eval/${eval_.id}/results/${result.id}/rating`)
  138. .send(ratingPayload);
  139. expect(res.status).toBe(200);
  140. invariant(result.id, 'Result ID is required');
  141. const updatedResult = await EvalResult.findById(result.id);
  142. expect(updatedResult?.gradingResult?.pass).toBe(false);
  143. expect(updatedResult?.gradingResult?.score).toBe(0);
  144. expect(updatedResult?.gradingResult?.componentResults).toHaveLength(2);
  145. expect(updatedResult?.gradingResult?.reason).toBe(
  146. 'Manual result (overrides all other grading results)',
  147. );
  148. const updatedEval = await Eval.findById(eval_.id);
  149. invariant(updatedEval, 'Eval is required');
  150. expect(updatedEval.prompts[result.promptIdx].metrics?.assertPassCount).toBe(1);
  151. expect(updatedEval.prompts[result.promptIdx].metrics?.assertFailCount).toBe(2);
  152. expect(updatedEval.prompts[result.promptIdx].metrics?.score).toBe(1);
  153. expect(updatedEval.prompts[result.promptIdx].metrics?.testPassCount).toBe(1);
  154. expect(updatedEval.prompts[result.promptIdx].metrics?.testFailCount).toBe(1);
  155. });
  156. });
  157. });
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