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Merge pull request #3289 from GoogleCloudPlatform/list-llms
feat(aiplatform): adds list tuned models
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/* | ||
* Copyright 2023 Google LLC | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* https://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
'use strict'; | ||
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function main(project, location, model = 'text-bison@001') { | ||
// [START aiplatform_list_tuned_models] | ||
/** | ||
* TODO(developer): Uncomment these variables before running the sample.\ | ||
* (Not necessary if passing values as arguments) | ||
*/ | ||
// const project = 'YOUR_PROJECT_ID'; | ||
// const location = 'YOUR_PROJECT_LOCATION'; | ||
// const model = 'text-bison@001'; | ||
const aiplatform = require('@google-cloud/aiplatform'); | ||
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const {ModelServiceClient} = aiplatform.v1; | ||
const clientOptions = { | ||
apiEndpoint: 'us-central1-aiplatform.googleapis.com', | ||
}; | ||
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// Instantiate the service client. | ||
const modelServiceClient = new ModelServiceClient(clientOptions); | ||
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function listTunedModels() { | ||
// Configure the parent resource | ||
const parent = `projects/${project}/locations/${location}`; | ||
const filter = `labels.google-vertex-llm-tuning-base-model-id=${model}`; | ||
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const request = { | ||
parent, | ||
filter, | ||
}; | ||
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const [response] = modelServiceClient.listModels(request); | ||
console.log('List Tuned Models response'); | ||
for (const model of response) { | ||
console.log(`\tModel name: ${model.name}`); | ||
console.log(`\tDisplay name: ${model.displayName}`); | ||
} | ||
} | ||
listTunedModels(); | ||
// [END aiplatform_list_tuned_models] | ||
} | ||
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exports.listTunedModels = main; |
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/* | ||
* Copyright 2023 Google LLC | ||
* | ||
* Licensed under the Apache License, Version 2.0 (the "License"); | ||
* you may not use this file except in compliance with the License. | ||
* You may obtain a copy of the License at | ||
* | ||
* https://www.apache.org/licenses/LICENSE-2.0 | ||
* | ||
* Unless required by applicable law or agreed to in writing, software | ||
* distributed under the License is distributed on an "AS IS" BASIS, | ||
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
* See the License for the specific language governing permissions and | ||
* limitations under the License. | ||
*/ | ||
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'use strict'; | ||
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const {assert} = require('chai'); | ||
const {describe, it} = require('mocha'); | ||
const sinon = require('sinon'); | ||
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const LOCATION = 'us-central1'; | ||
const project = process.env.CAIP_PROJECT_ID; | ||
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const {listTunedModels} = require('../list-tuned-models'); | ||
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describe('AI platform list tuned models', () => { | ||
const stubConsole = function () { | ||
sinon.stub(console, 'error'); | ||
sinon.stub(console, 'log'); | ||
}; | ||
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const restoreConsole = function () { | ||
console.log.restore(); | ||
console.error.restore(); | ||
}; | ||
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beforeEach(stubConsole); | ||
afterEach(restoreConsole); | ||
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it('should list all tuned LLM models', () => { | ||
listTunedModels(project, LOCATION); | ||
assert.include(console.log.firstCall.args, 'List Tuned Models response'); | ||
}); | ||
}); |