File
Blob: src/cloudflare/internal/test/ai/ai-api-test.js
| 1 | // Copyright (c) 2024 Cloudflare, Inc. |
| 2 | // Licensed under the Apache 2.0 license found in the LICENSE file or at: |
| 3 | // https://opensource.org/licenses/Apache-2.0 |
| 4 | |
| 5 | import * as assert from 'node:assert'; |
| 6 | |
| 7 | export const tests = { |
| 8 | async test(_, env) { |
| 9 | { |
| 10 | // Test ai run response is object |
| 11 | const resp = await env.ai.run('testModel', { prompt: 'test' }); |
| 12 | assert.deepStrictEqual(resp, { response: 'model response' }); |
| 13 | |
| 14 | // Test request id is present |
| 15 | assert.deepStrictEqual( |
| 16 | env.ai.lastRequestId, |
| 17 | '3a1983d7-1ddd-453a-ab75-c4358c91b582' |
| 18 | ); |
| 19 | // Test request http status code is present |
| 20 | assert.deepStrictEqual(env.ai.lastRequestHttpStatusCode, 200); |
| 21 | } |
| 22 | |
| 23 | { |
| 24 | // Test ai blob model run response is a blob/stream |
| 25 | const resp = await env.ai.run('blobResponseModel', { prompt: 'test' }); |
| 26 | assert.deepStrictEqual(resp instanceof ReadableStream, true); |
| 27 | } |
| 28 | |
| 29 | { |
| 30 | // Test legacy fetch |
| 31 | const resp = await env.ai.fetch( |
| 32 | 'http://workers-binding.ai/run?version=2', |
| 33 | { |
| 34 | method: 'POST', |
| 35 | headers: { 'content-type': 'application/json' }, |
| 36 | body: JSON.stringify({ |
| 37 | inputs: { prompt: 'test' }, |
| 38 | options: {}, |
| 39 | }), |
| 40 | } |
| 41 | ); |
| 42 | assert.deepStrictEqual(await resp.json(), { response: 'model response' }); |
| 43 | } |
| 44 | |
| 45 | { |
| 46 | // Test error response |
| 47 | try { |
| 48 | await env.ai.run('inputErrorModel', { prompt: 'test' }); |
| 49 | } catch (e) { |
| 50 | assert.deepEqual( |
| 51 | { |
| 52 | name: e.name, |
| 53 | message: e.message, |
| 54 | }, |
| 55 | { |
| 56 | name: 'InvalidInput', |
| 57 | message: '1001: prompt and messages are mutually exclusive', |
| 58 | } |
| 59 | ); |
| 60 | // Test request internal status code is present |
| 61 | // eslint-disable-next-line @typescript-eslint/no-unused-expressions |
| 62 | assert.deepEqual; |
| 63 | assert.deepStrictEqual(env.ai.lastRequestInternalStatusCode, 1001); |
| 64 | } |
| 65 | } |
| 66 | |
| 67 | { |
| 68 | // Test error properties |
| 69 | const err = await env.ai._parseError( |
| 70 | Response.json({ |
| 71 | internalCode: 1001, |
| 72 | message: 'InvalidInput: prompt and messages are mutually exclusive', |
| 73 | name: 'InvalidInput', |
| 74 | description: 'prompt and messages are mutually exclusive', |
| 75 | }) |
| 76 | ); |
| 77 | assert.equal(err.name, 'InvalidInput'); |
| 78 | assert.equal( |
| 79 | err.message, |
| 80 | '1001: prompt and messages are mutually exclusive' |
| 81 | ); |
| 82 | } |
| 83 | |
| 84 | { |
| 85 | // Test error properties from non json response |
| 86 | const err = await env.ai._parseError(new Response('Unknown error')); |
| 87 | assert.equal(err.name, 'InferenceUpstreamError'); |
| 88 | assert.equal(err.message, 'Unknown error'); |
| 89 | } |
| 90 | |
| 91 | { |
| 92 | // Test raw input |
| 93 | const resp = await env.ai.run('rawInputs', { prompt: 'test' }); |
| 94 | |
| 95 | assert.deepStrictEqual(resp, { |
| 96 | inputs: { prompt: 'test' }, |
| 97 | options: {}, |
| 98 | requestUrl: 'https://workers-binding.ai/run?version=3', |
| 99 | }); |
| 100 | } |
| 101 | |
| 102 | { |
| 103 | // Test one readable stream input |
| 104 | const encoder = new TextEncoder(); |
| 105 | const arr = [1, 2, 3]; |
| 106 | const resp = await env.ai.run('readableStreamIputs', { |
| 107 | audio: { |
| 108 | body: new ReadableStream({ |
| 109 | start(controller) { |
| 110 | for (const ele of arr) { |
| 111 | controller.enqueue(encoder.encode(ele)); |
| 112 | } |
| 113 | controller.close(); |
| 114 | }, |
| 115 | }), |
| 116 | contentType: 'audio/wav', |
| 117 | }, |
| 118 | }); |
| 119 | |
| 120 | assert.deepStrictEqual(resp, { |
| 121 | inputs: {}, |
| 122 | options: { userInputs: '{}', version: '3' }, |
| 123 | requestUrl: |
| 124 | 'https://workers-binding.ai/run?version=3&userInputs=%7B%7D', |
| 125 | }); |
| 126 | } |
| 127 | |
| 128 | { |
| 129 | // Test one readable stream input with additional parameters |
| 130 | const encoder = new TextEncoder(); |
| 131 | const arr = [1, 2, 3]; |
| 132 | const resp = await env.ai.run('readableStreamIputs', { |
| 133 | audio: { |
| 134 | body: new ReadableStream({ |
| 135 | start(controller) { |
| 136 | for (const ele of arr) { |
| 137 | controller.enqueue(encoder.encode(ele)); |
| 138 | } |
| 139 | controller.close(); |
| 140 | }, |
| 141 | }), |
| 142 | contentType: 'audio/wav', |
| 143 | }, |
| 144 | detect_language: true, |
| 145 | prompt: 'test prompt', |
| 146 | }); |
| 147 | |
| 148 | assert.deepStrictEqual(resp, { |
| 149 | inputs: {}, |
| 150 | options: { |
| 151 | userInputs: '{"detect_language":true,"prompt":"test prompt"}', |
| 152 | version: '3', |
| 153 | }, |
| 154 | requestUrl: |
| 155 | 'https://workers-binding.ai/run?version=3&userInputs=%7B%22detect_language%22%3Atrue%2C%22prompt%22%3A%22test+prompt%22%7D', |
| 156 | }); |
| 157 | } |
| 158 | |
| 159 | { |
| 160 | // Test errors from one readable stream input without content-type |
| 161 | await assert.rejects( |
| 162 | async () => { |
| 163 | const arr = [1, 2, 3]; |
| 164 | const encoder = new TextEncoder(); |
| 165 | const _resp = await env.ai.run('readableStreamIputs', { |
| 166 | audio: { |
| 167 | body: new ReadableStream({ |
| 168 | start(controller) { |
| 169 | for (const ele of arr) { |
| 170 | controller.enqueue(encoder.encode(ele)); |
| 171 | } |
| 172 | controller.close(); |
| 173 | }, |
| 174 | }), |
| 175 | }, |
| 176 | }); |
| 177 | }, |
| 178 | { |
| 179 | name: 'AiInternalError', |
| 180 | message: 'Content-Type is required with ReadableStream inputs', |
| 181 | } |
| 182 | ); |
| 183 | } |
| 184 | |
| 185 | { |
| 186 | // Test errors from two readable stream inputs |
| 187 | await assert.rejects( |
| 188 | async () => { |
| 189 | const arr = [1, 2, 3]; |
| 190 | const stream = new ReadableStream({ |
| 191 | start(controller) { |
| 192 | const encoder = new TextEncoder(); |
| 193 | for (const ele of arr) { |
| 194 | controller.enqueue(encoder.encode(ele)); |
| 195 | } |
| 196 | controller.close(); |
| 197 | }, |
| 198 | }); |
| 199 | const _resp = await env.ai.run('readableStreamIputs', { |
| 200 | audio: { |
| 201 | body: stream, |
| 202 | contentType: 'audio/wav', |
| 203 | }, |
| 204 | image: { |
| 205 | body: stream, |
| 206 | contentType: 'image/png', |
| 207 | }, |
| 208 | }); |
| 209 | }, |
| 210 | { |
| 211 | name: 'AiInternalError', |
| 212 | message: |
| 213 | 'Multiple ReadableStreams are not supported. Found streams in keys: [audio, image]', |
| 214 | } |
| 215 | ); |
| 216 | } |
| 217 | |
| 218 | { |
| 219 | // Test form data input |
| 220 | const form = new FormData(); |
| 221 | form.append('prompt', 'cat'); |
| 222 | const resp = await env.ai.run('formDataInputs', { |
| 223 | audio: { |
| 224 | body: form, |
| 225 | contentType: 'multipart/form-data', |
| 226 | }, |
| 227 | }); |
| 228 | |
| 229 | assert.deepStrictEqual(resp, { |
| 230 | inputs: {}, |
| 231 | options: { userInputs: '{}', version: '3' }, |
| 232 | requestUrl: |
| 233 | 'https://workers-binding.ai/run?version=3&userInputs=%7B%7D', |
| 234 | }); |
| 235 | } |
| 236 | |
| 237 | { |
| 238 | // Test gateway option |
| 239 | const resp = await env.ai.run( |
| 240 | 'rawInputs', |
| 241 | { prompt: 'test' }, |
| 242 | { gateway: { id: 'my-gateway', skipCache: true } } |
| 243 | ); |
| 244 | |
| 245 | assert.deepStrictEqual(resp, { |
| 246 | inputs: { prompt: 'test' }, |
| 247 | options: { gateway: { id: 'my-gateway', skipCache: true } }, |
| 248 | requestUrl: 'https://workers-binding.ai/ai-gateway/run?version=3', |
| 249 | }); |
| 250 | } |
| 251 | |
| 252 | { |
| 253 | // Test unwanted options not getting sent upstream |
| 254 | const resp = await env.ai.run( |
| 255 | 'rawInputs', |
| 256 | { prompt: 'test' }, |
| 257 | { |
| 258 | extraHeaders: 'test', |
| 259 | example: 123, |
| 260 | gateway: { id: 'my-gateway', metadata: { employee: 1233 } }, |
| 261 | } |
| 262 | ); |
| 263 | |
| 264 | assert.deepStrictEqual(resp, { |
| 265 | inputs: { prompt: 'test' }, |
| 266 | options: { |
| 267 | example: 123, |
| 268 | gateway: { id: 'my-gateway', metadata: { employee: 1233 } }, |
| 269 | }, |
| 270 | requestUrl: 'https://workers-binding.ai/ai-gateway/run?version=3', |
| 271 | }); |
| 272 | } |
| 273 | |
| 274 | { |
| 275 | // Test models |
| 276 | const resp = await env.ai.models(); |
| 277 | |
| 278 | assert.deepStrictEqual(resp, [ |
| 279 | { |
| 280 | id: 'f8703a00-ed54-4f98-bdc3-cd9a813286f3', |
| 281 | source: 1, |
| 282 | name: '@cf/qwen/qwen1.5-0.5b-chat', |
| 283 | description: |
| 284 | 'Qwen1.5 is the improved version of Qwen, the large language model series developed by Alibaba Cloud.', |
| 285 | task: { |
| 286 | id: 'c329a1f9-323d-4e91-b2aa-582dd4188d34', |
| 287 | name: 'Text Generation', |
| 288 | description: |
| 289 | 'Family of generative text models, such as large language models (LLM), that can be adapted for a variety of natural language tasks.', |
| 290 | }, |
| 291 | tags: [], |
| 292 | properties: [ |
| 293 | { |
| 294 | property_id: 'debug', |
| 295 | value: 'https://workers-binding.ai/ai-api/models/search', |
| 296 | }, |
| 297 | ], |
| 298 | }, |
| 299 | ]); |
| 300 | } |
| 301 | |
| 302 | { |
| 303 | // Test models with params |
| 304 | const resp = await env.ai.models({ |
| 305 | search: 'test', |
| 306 | per_page: 3, |
| 307 | page: 1, |
| 308 | task: 'asd', |
| 309 | }); |
| 310 | |
| 311 | assert.deepStrictEqual(resp, [ |
| 312 | { |
| 313 | id: 'f8703a00-ed54-4f98-bdc3-cd9a813286f3', |
| 314 | source: 1, |
| 315 | name: '@cf/qwen/qwen1.5-0.5b-chat', |
| 316 | description: |
| 317 | 'Qwen1.5 is the improved version of Qwen, the large language model series developed by Alibaba Cloud.', |
| 318 | task: { |
| 319 | id: 'c329a1f9-323d-4e91-b2aa-582dd4188d34', |
| 320 | name: 'Text Generation', |
| 321 | description: |
| 322 | 'Family of generative text models, such as large language models (LLM), that can be adapted for a variety of natural language tasks.', |
| 323 | }, |
| 324 | tags: [], |
| 325 | properties: [ |
| 326 | { |
| 327 | property_id: 'debug', |
| 328 | value: |
| 329 | 'https://workers-binding.ai/ai-api/models/search?search=test&per_page=3&page=1&task=asd', |
| 330 | }, |
| 331 | ], |
| 332 | }, |
| 333 | ]); |
| 334 | } |
| 335 | |
| 336 | { |
| 337 | // Test `returnRawResponse` option is returning a Response object |
| 338 | const resp = await env.ai.run( |
| 339 | 'rawInputs', |
| 340 | { prompt: 'test' }, |
| 341 | { returnRawResponse: true } |
| 342 | ); |
| 343 | |
| 344 | assert.ok(resp instanceof Response); |
| 345 | } |
| 346 | |
| 347 | { |
| 348 | // Test websocket option with basic inputs |
| 349 | const resp = await env.ai.run( |
| 350 | '@cf/test/websocket', |
| 351 | { encoding: 'utf8' }, |
| 352 | { websocket: true } |
| 353 | ); |
| 354 | assert.deepStrictEqual(resp instanceof Response, true); |
| 355 | const respData = await resp.json(); |
| 356 | assert.deepStrictEqual(respData, { |
| 357 | inputs: { encoding: 'utf8' }, |
| 358 | options: { websocket: true }, |
| 359 | requestUrl: |
| 360 | 'https://workers-binding.ai/run?version=3&body=%7B%22inputs%22%3A%7B%22encoding%22%3A%22utf8%22%7D%2C%22options%22%3A%7B%22websocket%22%3Atrue%7D%7D', |
| 361 | headers: { |
| 362 | 'cf-consn-sdk-version': '2.0.0', |
| 363 | 'cf-consn-model-id': '@cf/test/websocket', |
| 364 | upgrade: 'websocket', |
| 365 | }, |
| 366 | }); |
| 367 | } |
| 368 | |
| 369 | { |
| 370 | // Test signal option is not included in request body |
| 371 | const controller = new AbortController(); |
| 372 | const resp = await env.ai.run( |
| 373 | 'rawInputs', |
| 374 | { prompt: 'test' }, |
| 375 | { signal: controller.signal } |
| 376 | ); |
| 377 | |
| 378 | assert.deepStrictEqual(resp, { |
| 379 | inputs: { prompt: 'test' }, |
| 380 | options: {}, |
| 381 | requestUrl: 'https://workers-binding.ai/run?version=3', |
| 382 | }); |
| 383 | } |
| 384 | |
| 385 | { |
| 386 | // Test already-aborted signal throws AbortError for websocket requests |
| 387 | await assert.rejects( |
| 388 | async () => { |
| 389 | await env.ai.run( |
| 390 | '@cf/test/websocket', |
| 391 | { encoding: 'utf8' }, |
| 392 | { websocket: true, signal: AbortSignal.abort() } |
| 393 | ); |
| 394 | }, |
| 395 | { name: 'AbortError' } |
| 396 | ); |
| 397 | } |
| 398 | |
| 399 | { |
| 400 | // Test already-aborted signal throws AbortError for readable stream inputs |
| 401 | await assert.rejects( |
| 402 | async () => { |
| 403 | await env.ai.run( |
| 404 | 'readableStreamIputs', |
| 405 | { |
| 406 | audio: { |
| 407 | body: new ReadableStream({ |
| 408 | start(controller) { |
| 409 | controller.enqueue(new TextEncoder().encode('1')); |
| 410 | controller.close(); |
| 411 | }, |
| 412 | }), |
| 413 | contentType: 'audio/wav', |
| 414 | }, |
| 415 | }, |
| 416 | { signal: AbortSignal.abort() } |
| 417 | ); |
| 418 | }, |
| 419 | { name: 'AbortError' } |
| 420 | ); |
| 421 | } |
| 422 | |
| 423 | { |
| 424 | // Test already-aborted signal throws AbortError |
| 425 | await assert.rejects( |
| 426 | async () => { |
| 427 | await env.ai.run( |
| 428 | 'rawInputs', |
| 429 | { prompt: 'test' }, |
| 430 | { signal: AbortSignal.abort() } |
| 431 | ); |
| 432 | }, |
| 433 | { name: 'AbortError' } |
| 434 | ); |
| 435 | } |
| 436 | |
| 437 | { |
| 438 | // Test aborting an in-flight request |
| 439 | const controller = new AbortController(); |
| 440 | let resolved = false; |
| 441 | const promise = env.ai |
| 442 | .run('hangingModel', { prompt: 'test' }, { signal: controller.signal }) |
| 443 | .finally(() => { |
| 444 | resolved = true; |
| 445 | }); |
| 446 | // Wait a moment for the request to start. |
| 447 | await scheduler.wait(10); |
| 448 | assert.deepStrictEqual(resolved, false); |
| 449 | controller.abort(); |
| 450 | await assert.rejects(promise, { name: 'AbortError' }); |
| 451 | } |
| 452 | }, |
| 453 | }; |