|
| 1 | +import { LDAIConfigTrackerImpl } from '../src/LDAIConfigTrackerImpl'; |
| 2 | +import type { LDClientMin } from '../src/LDClientMin'; |
| 3 | + |
| 4 | +describe('LDAIConfigTrackerImpl metrics', () => { |
| 5 | + let mockLDClient: jest.Mocked<LDClientMin>; |
| 6 | + let tracker: LDAIConfigTrackerImpl; |
| 7 | + const context = { kind: 'user', key: 'example-user-key', name: 'Sandy' } as any; |
| 8 | + |
| 9 | + beforeEach(() => { |
| 10 | + mockLDClient = { |
| 11 | + variation: jest.fn(), |
| 12 | + variationDetail: jest.fn(), |
| 13 | + track: jest.fn(), |
| 14 | + }; |
| 15 | + |
| 16 | + tracker = new LDAIConfigTrackerImpl( |
| 17 | + mockLDClient, |
| 18 | + 'ai-config-key', |
| 19 | + 'variation-key', |
| 20 | + 3, |
| 21 | + '@cf/test-model', |
| 22 | + 'cloudflare-workers-ai', |
| 23 | + context, |
| 24 | + ); |
| 25 | + }); |
| 26 | + |
| 27 | + afterEach(() => { |
| 28 | + jest.restoreAllMocks(); |
| 29 | + }); |
| 30 | + |
| 31 | + it('tracks success metric with metadata', () => { |
| 32 | + tracker.trackSuccess(); |
| 33 | + |
| 34 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 35 | + '$ld:ai:generation:success', |
| 36 | + context, |
| 37 | + expect.objectContaining({ |
| 38 | + aiConfigKey: 'ai-config-key', |
| 39 | + variationKey: 'variation-key', |
| 40 | + version: 3, |
| 41 | + model: '@cf/test-model', |
| 42 | + provider: 'cloudflare-workers-ai', |
| 43 | + }), |
| 44 | + 1, |
| 45 | + ); |
| 46 | + }); |
| 47 | + |
| 48 | + it('tracks error metric with metadata', () => { |
| 49 | + tracker.trackError(); |
| 50 | + |
| 51 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 52 | + '$ld:ai:generation:error', |
| 53 | + context, |
| 54 | + expect.any(Object), |
| 55 | + 1, |
| 56 | + ); |
| 57 | + }); |
| 58 | + |
| 59 | + it('tracks duration metric', () => { |
| 60 | + tracker.trackDuration(1250); |
| 61 | + |
| 62 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 63 | + '$ld:ai:duration:total', |
| 64 | + context, |
| 65 | + expect.objectContaining({ |
| 66 | + aiConfigKey: 'ai-config-key', |
| 67 | + variationKey: 'variation-key', |
| 68 | + }), |
| 69 | + 1250, |
| 70 | + ); |
| 71 | + }); |
| 72 | + |
| 73 | + it('tracks token metrics', () => { |
| 74 | + tracker.trackTokens({ input: 5, output: 7, total: 12 }); |
| 75 | + |
| 76 | + expect(mockLDClient.track).toHaveBeenNthCalledWith( |
| 77 | + 1, |
| 78 | + '$ld:ai:tokens:total', |
| 79 | + context, |
| 80 | + expect.any(Object), |
| 81 | + 12, |
| 82 | + ); |
| 83 | + expect(mockLDClient.track).toHaveBeenNthCalledWith( |
| 84 | + 2, |
| 85 | + '$ld:ai:tokens:input', |
| 86 | + context, |
| 87 | + expect.any(Object), |
| 88 | + 5, |
| 89 | + ); |
| 90 | + expect(mockLDClient.track).toHaveBeenNthCalledWith( |
| 91 | + 3, |
| 92 | + '$ld:ai:tokens:output', |
| 93 | + context, |
| 94 | + expect.any(Object), |
| 95 | + 7, |
| 96 | + ); |
| 97 | + }); |
| 98 | + |
| 99 | + it('tracks time to first token metric', () => { |
| 100 | + tracker.trackTimeToFirstToken(321); |
| 101 | + |
| 102 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 103 | + '$ld:ai:tokens:ttf', |
| 104 | + context, |
| 105 | + expect.objectContaining({ |
| 106 | + model: '@cf/test-model', |
| 107 | + }), |
| 108 | + 321, |
| 109 | + ); |
| 110 | + }); |
| 111 | + |
| 112 | + it('tracks aggregated metrics via trackMetrics helper', () => { |
| 113 | + tracker.trackMetrics({ |
| 114 | + durationMs: 640, |
| 115 | + usage: { input: 2, output: 3, total: 5 }, |
| 116 | + success: true, |
| 117 | + }); |
| 118 | + |
| 119 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 120 | + '$ld:ai:duration:total', |
| 121 | + context, |
| 122 | + expect.any(Object), |
| 123 | + 640, |
| 124 | + ); |
| 125 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 126 | + '$ld:ai:generation:success', |
| 127 | + context, |
| 128 | + expect.any(Object), |
| 129 | + 1, |
| 130 | + ); |
| 131 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 132 | + '$ld:ai:tokens:total', |
| 133 | + context, |
| 134 | + expect.any(Object), |
| 135 | + 5, |
| 136 | + ); |
| 137 | + }); |
| 138 | + |
| 139 | + it('tracks metrics from Workers AI promise responses', async () => { |
| 140 | + const dateSpy = jest.spyOn(Date, 'now'); |
| 141 | + dateSpy.mockReturnValueOnce(1).mockReturnValueOnce(101); |
| 142 | + |
| 143 | + const result = await tracker.trackWorkersAIMetrics(async () => ({ |
| 144 | + usage: { |
| 145 | + prompt_tokens: 4, |
| 146 | + completion_tokens: 6, |
| 147 | + total_tokens: 10, |
| 148 | + }, |
| 149 | + })); |
| 150 | + |
| 151 | + expect(result).toEqual({ |
| 152 | + usage: { |
| 153 | + prompt_tokens: 4, |
| 154 | + completion_tokens: 6, |
| 155 | + total_tokens: 10, |
| 156 | + }, |
| 157 | + }); |
| 158 | + |
| 159 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 160 | + '$ld:ai:duration:total', |
| 161 | + context, |
| 162 | + expect.any(Object), |
| 163 | + 100, |
| 164 | + ); |
| 165 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 166 | + '$ld:ai:generation:success', |
| 167 | + context, |
| 168 | + expect.any(Object), |
| 169 | + 1, |
| 170 | + ); |
| 171 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 172 | + '$ld:ai:tokens:input', |
| 173 | + context, |
| 174 | + expect.any(Object), |
| 175 | + 4, |
| 176 | + ); |
| 177 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 178 | + '$ld:ai:tokens:output', |
| 179 | + context, |
| 180 | + expect.any(Object), |
| 181 | + 6, |
| 182 | + ); |
| 183 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 184 | + '$ld:ai:tokens:total', |
| 185 | + context, |
| 186 | + expect.any(Object), |
| 187 | + 10, |
| 188 | + ); |
| 189 | + }); |
| 190 | + |
| 191 | + it('tracks errors from Workers AI promise responses', async () => { |
| 192 | + const dateSpy = jest.spyOn(Date, 'now'); |
| 193 | + dateSpy.mockReturnValueOnce(10).mockReturnValueOnce(30); |
| 194 | + |
| 195 | + await expect( |
| 196 | + tracker.trackWorkersAIMetrics(async () => { |
| 197 | + throw new Error('boom'); |
| 198 | + }), |
| 199 | + ).rejects.toThrow('boom'); |
| 200 | + |
| 201 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 202 | + '$ld:ai:duration:total', |
| 203 | + context, |
| 204 | + expect.any(Object), |
| 205 | + 20, |
| 206 | + ); |
| 207 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 208 | + '$ld:ai:generation:error', |
| 209 | + context, |
| 210 | + expect.any(Object), |
| 211 | + 1, |
| 212 | + ); |
| 213 | + }); |
| 214 | + |
| 215 | + it('tracks metrics from Workers AI streaming responses', async () => { |
| 216 | + const dateSpy = jest.spyOn(Date, 'now'); |
| 217 | + dateSpy.mockReturnValueOnce(5).mockReturnValueOnce(155); |
| 218 | + |
| 219 | + const usagePromise = Promise.resolve({ |
| 220 | + input_tokens: 8, |
| 221 | + output_tokens: 9, |
| 222 | + }); |
| 223 | + const finishReason = Promise.resolve('stop'); |
| 224 | + |
| 225 | + tracker.trackWorkersAIStreamMetrics( |
| 226 | + () => |
| 227 | + ({ |
| 228 | + usage: usagePromise, |
| 229 | + finishReason, |
| 230 | + }) as any, |
| 231 | + ); |
| 232 | + |
| 233 | + await finishReason; |
| 234 | + await usagePromise; |
| 235 | + await Promise.resolve(); |
| 236 | + |
| 237 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 238 | + '$ld:ai:duration:total', |
| 239 | + context, |
| 240 | + expect.any(Object), |
| 241 | + 150, |
| 242 | + ); |
| 243 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 244 | + '$ld:ai:generation:success', |
| 245 | + context, |
| 246 | + expect.any(Object), |
| 247 | + 1, |
| 248 | + ); |
| 249 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 250 | + '$ld:ai:tokens:input', |
| 251 | + context, |
| 252 | + expect.any(Object), |
| 253 | + 8, |
| 254 | + ); |
| 255 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 256 | + '$ld:ai:tokens:output', |
| 257 | + context, |
| 258 | + expect.any(Object), |
| 259 | + 9, |
| 260 | + ); |
| 261 | + expect(mockLDClient.track).toHaveBeenCalledWith( |
| 262 | + '$ld:ai:tokens:total', |
| 263 | + context, |
| 264 | + expect.any(Object), |
| 265 | + 17, |
| 266 | + ); |
| 267 | + }); |
| 268 | +}); |
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