Register
Login
Resources
Docs Blog Datasets Glossary Case Studies Tutorials & Webinars
Product
Data Engine LLMs Platform Enterprise
Pricing Explore
Connect to our Discord channel

eval.test.ts 9.3 KB

You have to be logged in to leave a comment. Sign In
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
  1. import request from 'supertest';
  2. import { runDbMigrations } from '../../src/migrate';
  3. import Eval from '../../src/models/eval';
  4. import EvalResult from '../../src/models/evalResult';
  5. import { createApp } from '../../src/server/server';
  6. import invariant from '../../src/util/invariant';
  7. import EvalFactory from '../factories/evalFactory';
  8. describe('eval routes', () => {
  9. let app: ReturnType<typeof createApp>;
  10. const testEvalIds = new Set<string>();
  11. beforeAll(async () => {
  12. await runDbMigrations();
  13. });
  14. beforeEach(() => {
  15. app = createApp();
  16. });
  17. afterEach(async () => {
  18. // More robust cleanup with proper error handling
  19. const cleanupPromises = Array.from(testEvalIds).map(async (evalId) => {
  20. try {
  21. const eval_ = await Eval.findById(evalId);
  22. if (eval_) {
  23. await eval_.delete();
  24. }
  25. } catch (error) {
  26. // Log the error instead of silently ignoring it
  27. console.error(`Failed to cleanup eval ${evalId}:`, error);
  28. }
  29. });
  30. // Wait for all cleanups to complete
  31. await Promise.allSettled(cleanupPromises);
  32. testEvalIds.clear();
  33. });
  34. function createManualRatingPayload(originalResult: any, pass: boolean) {
  35. const payload = { ...originalResult.gradingResult };
  36. const score = pass ? 1 : 0;
  37. payload.componentResults?.push({
  38. pass,
  39. score,
  40. reason: 'Manual result (overrides all other grading results)',
  41. assertion: { type: 'human' },
  42. });
  43. payload.reason = 'Manual result (overrides all other grading results)';
  44. payload.pass = pass;
  45. payload.score = score;
  46. return payload;
  47. }
  48. describe('post("/:evalId/results/:id/rating")', () => {
  49. it('Passing test and the user marked it as passing (no change)', async () => {
  50. const eval_ = await EvalFactory.create();
  51. testEvalIds.add(eval_.id);
  52. const results = await eval_.getResults();
  53. const result = results[0];
  54. expect(eval_.prompts[result.promptIdx].metrics?.assertPassCount).toBe(1);
  55. expect(eval_.prompts[result.promptIdx].metrics?.assertFailCount).toBe(1);
  56. expect(eval_.prompts[result.promptIdx].metrics?.testPassCount).toBe(1);
  57. expect(eval_.prompts[result.promptIdx].metrics?.testFailCount).toBe(1);
  58. expect(eval_.prompts[result.promptIdx].metrics?.score).toBe(1);
  59. expect(result.gradingResult?.pass).toBe(true);
  60. expect(result.gradingResult?.score).toBe(1);
  61. const ratingPayload = createManualRatingPayload(result, true);
  62. const res = await request(app)
  63. .post(`/api/eval/${eval_.id}/results/${result.id}/rating`)
  64. .send(ratingPayload);
  65. expect(res.status).toBe(200);
  66. invariant(result.id, 'Result ID is required');
  67. const updatedResult = await EvalResult.findById(result.id);
  68. expect(updatedResult?.gradingResult?.pass).toBe(true);
  69. expect(updatedResult?.gradingResult?.score).toBe(1);
  70. expect(updatedResult?.gradingResult?.componentResults).toHaveLength(2);
  71. expect(updatedResult?.gradingResult?.reason).toBe(
  72. 'Manual result (overrides all other grading results)',
  73. );
  74. const updatedEval = await Eval.findById(eval_.id);
  75. invariant(updatedEval, 'Eval is required');
  76. expect(updatedEval.prompts[result.promptIdx].metrics?.score).toBe(1);
  77. expect(updatedEval.prompts[result.promptIdx].metrics?.assertPassCount).toBe(2);
  78. expect(updatedEval.prompts[result.promptIdx].metrics?.assertFailCount).toBe(1);
  79. expect(updatedEval.prompts[result.promptIdx].metrics?.testPassCount).toBe(1);
  80. expect(updatedEval.prompts[result.promptIdx].metrics?.testFailCount).toBe(1);
  81. });
  82. it('Passing test and the user changed it to failing', async () => {
  83. const eval_ = await EvalFactory.create();
  84. testEvalIds.add(eval_.id);
  85. const results = await eval_.getResults();
  86. const result = results[0];
  87. expect(eval_.prompts[result.promptIdx].metrics?.assertPassCount).toBe(1);
  88. expect(eval_.prompts[result.promptIdx].metrics?.assertFailCount).toBe(1);
  89. expect(eval_.prompts[result.promptIdx].metrics?.testPassCount).toBe(1);
  90. expect(eval_.prompts[result.promptIdx].metrics?.testFailCount).toBe(1);
  91. expect(eval_.prompts[result.promptIdx].metrics?.score).toBe(1);
  92. expect(result.gradingResult?.pass).toBe(true);
  93. expect(result.gradingResult?.score).toBe(1);
  94. const ratingPayload = createManualRatingPayload(result, false);
  95. const res = await request(app)
  96. .post(`/api/eval/${eval_.id}/results/${result.id}/rating`)
  97. .send(ratingPayload);
  98. expect(res.status).toBe(200);
  99. invariant(result.id, 'Result ID is required');
  100. const updatedResult = await EvalResult.findById(result.id);
  101. expect(updatedResult?.gradingResult?.pass).toBe(false);
  102. expect(updatedResult?.gradingResult?.score).toBe(0);
  103. expect(updatedResult?.gradingResult?.componentResults).toHaveLength(2);
  104. expect(updatedResult?.gradingResult?.reason).toBe(
  105. 'Manual result (overrides all other grading results)',
  106. );
  107. const updatedEval = await Eval.findById(eval_.id);
  108. invariant(updatedEval, 'Eval is required');
  109. expect(updatedEval.prompts[result.promptIdx].metrics?.assertPassCount).toBe(1);
  110. expect(updatedEval.prompts[result.promptIdx].metrics?.assertFailCount).toBe(2);
  111. expect(updatedEval.prompts[result.promptIdx].metrics?.score).toBe(0);
  112. expect(updatedEval.prompts[result.promptIdx].metrics?.testPassCount).toBe(0);
  113. expect(updatedEval.prompts[result.promptIdx].metrics?.testFailCount).toBe(2);
  114. });
  115. it('Failing test and the user changed it to passing', async () => {
  116. const eval_ = await EvalFactory.create();
  117. testEvalIds.add(eval_.id);
  118. const results = await eval_.getResults();
  119. const result = results[1];
  120. expect(eval_.prompts[result.promptIdx].metrics?.assertPassCount).toBe(1);
  121. expect(eval_.prompts[result.promptIdx].metrics?.assertFailCount).toBe(1);
  122. expect(eval_.prompts[result.promptIdx].metrics?.testPassCount).toBe(1);
  123. expect(eval_.prompts[result.promptIdx].metrics?.testFailCount).toBe(1);
  124. expect(eval_.prompts[result.promptIdx].metrics?.score).toBe(1);
  125. expect(result.gradingResult?.pass).toBe(false);
  126. expect(result.gradingResult?.score).toBe(0);
  127. const ratingPayload = createManualRatingPayload(result, true);
  128. const res = await request(app)
  129. .post(`/api/eval/${eval_.id}/results/${result.id}/rating`)
  130. .send(ratingPayload);
  131. expect(res.status).toBe(200);
  132. invariant(result.id, 'Result ID is required');
  133. const updatedResult = await EvalResult.findById(result.id);
  134. expect(updatedResult?.gradingResult?.pass).toBe(true);
  135. expect(updatedResult?.gradingResult?.score).toBe(1);
  136. expect(updatedResult?.gradingResult?.componentResults).toHaveLength(2);
  137. expect(updatedResult?.gradingResult?.reason).toBe(
  138. 'Manual result (overrides all other grading results)',
  139. );
  140. const updatedEval = await Eval.findById(eval_.id);
  141. invariant(updatedEval, 'Eval is required');
  142. expect(updatedEval.prompts[result.promptIdx].metrics?.score).toBe(2);
  143. expect(updatedEval.prompts[result.promptIdx].metrics?.assertPassCount).toBe(2);
  144. expect(updatedEval.prompts[result.promptIdx].metrics?.assertFailCount).toBe(1);
  145. expect(updatedEval.prompts[result.promptIdx].metrics?.testPassCount).toBe(2);
  146. expect(updatedEval.prompts[result.promptIdx].metrics?.testFailCount).toBe(0);
  147. });
  148. it('Failing test and the user marked it as failing (no change)', async () => {
  149. const eval_ = await EvalFactory.create();
  150. testEvalIds.add(eval_.id);
  151. const results = await eval_.getResults();
  152. const result = results[1];
  153. expect(eval_.prompts[result.promptIdx].metrics?.assertPassCount).toBe(1);
  154. expect(eval_.prompts[result.promptIdx].metrics?.assertFailCount).toBe(1);
  155. expect(eval_.prompts[result.promptIdx].metrics?.testPassCount).toBe(1);
  156. expect(eval_.prompts[result.promptIdx].metrics?.testFailCount).toBe(1);
  157. expect(eval_.prompts[result.promptIdx].metrics?.score).toBe(1);
  158. expect(result.gradingResult?.pass).toBe(false);
  159. expect(result.gradingResult?.score).toBe(0);
  160. const ratingPayload = createManualRatingPayload(result, false);
  161. const res = await request(app)
  162. .post(`/api/eval/${eval_.id}/results/${result.id}/rating`)
  163. .send(ratingPayload);
  164. expect(res.status).toBe(200);
  165. invariant(result.id, 'Result ID is required');
  166. const updatedResult = await EvalResult.findById(result.id);
  167. expect(updatedResult?.gradingResult?.pass).toBe(false);
  168. expect(updatedResult?.gradingResult?.score).toBe(0);
  169. expect(updatedResult?.gradingResult?.componentResults).toHaveLength(2);
  170. expect(updatedResult?.gradingResult?.reason).toBe(
  171. 'Manual result (overrides all other grading results)',
  172. );
  173. const updatedEval = await Eval.findById(eval_.id);
  174. invariant(updatedEval, 'Eval is required');
  175. expect(updatedEval.prompts[result.promptIdx].metrics?.assertPassCount).toBe(1);
  176. expect(updatedEval.prompts[result.promptIdx].metrics?.assertFailCount).toBe(2);
  177. expect(updatedEval.prompts[result.promptIdx].metrics?.score).toBe(1);
  178. expect(updatedEval.prompts[result.promptIdx].metrics?.testPassCount).toBe(1);
  179. expect(updatedEval.prompts[result.promptIdx].metrics?.testFailCount).toBe(1);
  180. });
  181. });
  182. });
Tip!

Press p or to see the previous file or, n or to see the next file

Comments

Loading...