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| 1 | +/* |
| 2 | + * Copyright The OpenTelemetry Authors |
| 3 | + * |
| 4 | + * Licensed under the Apache License, Version 2.0 (the "License"); |
| 5 | + * you may not use this file except in compliance with the License. |
| 6 | + * You may obtain a copy of the License at |
| 7 | + * |
| 8 | + * https://www.apache.org/licenses/LICENSE-2.0 |
| 9 | + * |
| 10 | + * Unless required by applicable law or agreed to in writing, software |
| 11 | + * distributed under the License is distributed on an "AS IS" BASIS, |
| 12 | + * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. |
| 13 | + * See the License for the specific language governing permissions and |
| 14 | + * limitations under the License. |
| 15 | + */ |
| 16 | + |
| 17 | +/** |
| 18 | + * These tests verify telemetry created against actual API responses |
| 19 | + * which can be difficult to mock for LLMs. The responses are recorded |
| 20 | + * automatically using nock's nock-back feature. Responses are recorded |
| 21 | + * to the mock-responses directory with the name of the test - by default |
| 22 | + * if a response is available for the current test it is used, and |
| 23 | + * otherwise a real request is made and the response is recorded. |
| 24 | + * To re-record all responses, set the NOCK_BACK_MODE environment variable |
| 25 | + * to 'update' - when recording responses, valid AWS credentials for |
| 26 | + * accessing bedrock are also required. |
| 27 | + */ |
| 28 | + |
| 29 | +import { |
| 30 | + getTestSpans, |
| 31 | + registerInstrumentationTesting, |
| 32 | +} from '@opentelemetry/contrib-test-utils'; |
| 33 | +import { AwsInstrumentation } from '../src'; |
| 34 | +registerInstrumentationTesting(new AwsInstrumentation()); |
| 35 | + |
| 36 | +import { |
| 37 | + BedrockRuntimeClient, |
| 38 | + ConverseCommand, |
| 39 | + ConversationRole, |
| 40 | +} from '@aws-sdk/client-bedrock-runtime'; |
| 41 | +import * as path from 'path'; |
| 42 | +import { Definition, back as nockBack } from 'nock'; |
| 43 | + |
| 44 | +import { ReadableSpan } from '@opentelemetry/sdk-trace-base'; |
| 45 | +import { |
| 46 | + ATTR_GEN_AI_SYSTEM, |
| 47 | + ATTR_GEN_AI_OPERATION_NAME, |
| 48 | + ATTR_GEN_AI_REQUEST_MODEL, |
| 49 | + ATTR_GEN_AI_REQUEST_MAX_TOKENS, |
| 50 | + ATTR_GEN_AI_REQUEST_TEMPERATURE, |
| 51 | + ATTR_GEN_AI_REQUEST_TOP_P, |
| 52 | + ATTR_GEN_AI_REQUEST_STOP_SEQUENCES, |
| 53 | + ATTR_GEN_AI_USAGE_INPUT_TOKENS, |
| 54 | + ATTR_GEN_AI_USAGE_OUTPUT_TOKENS, |
| 55 | + ATTR_GEN_AI_RESPONSE_FINISH_REASONS, |
| 56 | + GEN_AI_SYSTEM_VALUE_AWS_BEDROCK, |
| 57 | + GEN_AI_OPERATION_NAME_VALUE_CHAT, |
| 58 | +} from '../src/semconv'; |
| 59 | +import { expect } from 'expect'; |
| 60 | + |
| 61 | +const region = 'us-east-1'; |
| 62 | + |
| 63 | +// Remove any data from recorded responses that could have sensitive data |
| 64 | +// and that we don't need for testing. |
| 65 | +const sanitizeRecordings = (scopes: Definition[]) => { |
| 66 | + for (const scope of scopes) { |
| 67 | + // Type definition seems to be incorrect of headers. |
| 68 | + const headers: string[] = (scope as any).rawHeaders; |
| 69 | + for (let i = 0; i < headers.length; i += 2) { |
| 70 | + if (headers[i].toLowerCase() === 'set-cookie') { |
| 71 | + headers.splice(i, 2); |
| 72 | + } |
| 73 | + } |
| 74 | + } |
| 75 | + return scopes; |
| 76 | +}; |
| 77 | + |
| 78 | +describe('Bedrock', () => { |
| 79 | + const client = new BedrockRuntimeClient({ region }); |
| 80 | + |
| 81 | + nockBack.fixtures = path.join(__dirname, 'mock-responses'); |
| 82 | + if (!process.env.NOCK_BACK_MODE) { |
| 83 | + nockBack.setMode('record'); |
| 84 | + } |
| 85 | + |
| 86 | + let nockDone: () => void; |
| 87 | + beforeEach(async function () { |
| 88 | + const filename = `${this.currentTest |
| 89 | + ?.fullTitle() |
| 90 | + .toLowerCase() |
| 91 | + .replace(/\s/g, '-')}.json`; |
| 92 | + const { nockDone: nd } = await nockBack(filename, { |
| 93 | + afterRecord: sanitizeRecordings, |
| 94 | + }); |
| 95 | + nockDone = nd; |
| 96 | + }); |
| 97 | + |
| 98 | + afterEach(async function () { |
| 99 | + nockDone(); |
| 100 | + }); |
| 101 | + |
| 102 | + describe('Converse', () => { |
| 103 | + it('adds genai conventions', async () => { |
| 104 | + const modelId = 'amazon.titan-text-lite-v1'; |
| 105 | + const messages = [ |
| 106 | + { |
| 107 | + role: ConversationRole.USER, |
| 108 | + content: [{ text: 'Say this is a test' }], |
| 109 | + }, |
| 110 | + ]; |
| 111 | + const inferenceConfig = { |
| 112 | + maxTokens: 10, |
| 113 | + temperature: 0.8, |
| 114 | + topP: 1, |
| 115 | + stopSequences: ['|'], |
| 116 | + }; |
| 117 | + |
| 118 | + const command = new ConverseCommand({ |
| 119 | + modelId, |
| 120 | + messages, |
| 121 | + inferenceConfig, |
| 122 | + }); |
| 123 | + const response = await client.send(command); |
| 124 | + expect(response.output?.message?.content?.[0].text).toBe( |
| 125 | + "Hi. I'm not sure what" |
| 126 | + ); |
| 127 | + |
| 128 | + const testSpans: ReadableSpan[] = getTestSpans(); |
| 129 | + const converseSpans: ReadableSpan[] = testSpans.filter( |
| 130 | + (s: ReadableSpan) => { |
| 131 | + return s.name === 'chat amazon.titan-text-lite-v1'; |
| 132 | + } |
| 133 | + ); |
| 134 | + expect(converseSpans.length).toBe(1); |
| 135 | + expect(converseSpans[0].attributes).toMatchObject({ |
| 136 | + [ATTR_GEN_AI_SYSTEM]: GEN_AI_SYSTEM_VALUE_AWS_BEDROCK, |
| 137 | + [ATTR_GEN_AI_OPERATION_NAME]: GEN_AI_OPERATION_NAME_VALUE_CHAT, |
| 138 | + [ATTR_GEN_AI_REQUEST_MODEL]: modelId, |
| 139 | + [ATTR_GEN_AI_REQUEST_MAX_TOKENS]: 10, |
| 140 | + [ATTR_GEN_AI_REQUEST_TEMPERATURE]: 0.8, |
| 141 | + [ATTR_GEN_AI_REQUEST_TOP_P]: 1, |
| 142 | + [ATTR_GEN_AI_REQUEST_STOP_SEQUENCES]: ['|'], |
| 143 | + [ATTR_GEN_AI_USAGE_INPUT_TOKENS]: 8, |
| 144 | + [ATTR_GEN_AI_USAGE_OUTPUT_TOKENS]: 10, |
| 145 | + [ATTR_GEN_AI_RESPONSE_FINISH_REASONS]: ['max_tokens'], |
| 146 | + }); |
| 147 | + }); |
| 148 | + }); |
| 149 | +}); |
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