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ace-n
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Merge remote-tracking branch 'migration/main' into nodejs-automl-migration
2 parents 47d6fd1 + f3931af commit d3a13c1

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‎automl/snippets/.eslintrc.yml

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---
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rules:
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no-console: off

‎automl/snippets/batch_predict.js

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// Copyright 2020 Google LLC
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// https://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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'use strict';
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function main(
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projectId = 'YOUR_PROJECT_ID',
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location = 'us-central1',
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modelId = 'YOUR_MODEL_ID',
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inputUri = 'gs://YOUR_BUCKET_ID/path_to_your_input_csv_or_jsonl',
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outputUri = 'gs://YOUR_BUCKET_ID/path_to_save_results/'
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) {
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// [START automl_batch_predict]
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/**
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* TODO(developer): Uncomment these variables before running the sample.
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*/
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// const projectId = 'YOUR_PROJECT_ID';
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// const location = 'us-central1';
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// const modelId = 'YOUR_MODEL_ID';
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// const inputUri = 'gs://YOUR_BUCKET_ID/path_to_your_input_csv_or_jsonl';
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// const outputUri = 'gs://YOUR_BUCKET_ID/path_to_save_results/';
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// Imports the Google Cloud AutoML library
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const {PredictionServiceClient} = require('@google-cloud/automl').v1;
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// Instantiates a client
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const client = new PredictionServiceClient();
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async function batchPredict() {
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// Construct request
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const request = {
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name: client.modelPath(projectId, location, modelId),
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inputConfig: {
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gcsSource: {
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inputUris: [inputUri],
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},
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},
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outputConfig: {
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gcsDestination: {
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outputUriPrefix: outputUri,
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},
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},
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};
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const [operation] = await client.batchPredict(request);
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console.log('Waiting for operation to complete...');
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// Wait for operation to complete.
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const [response] = await operation.promise();
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console.log(
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`Batch Prediction results saved to Cloud Storage bucket. ${response}`
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);
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}
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batchPredict();
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// [END automl_batch_predict]
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}
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process.on('unhandledRejection', err => {
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console.error(err.message);
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process.exitCode = 1;
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});
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main(...process.argv.slice(2));

‎automl/snippets/beta/batch_predict.js

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// Copyright 2020 Google LLC
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// https://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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'use strict';
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function main(
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projectId = 'YOUR_PROJECT_ID',
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location = 'us-central1',
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modelId = 'YOUR_MODEL_ID',
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inputUri = 'gs://YOUR_BUCKET_ID/path_to_your_input_csv_or_jsonl',
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outputUri = 'gs://YOUR_BUCKET_ID/path_to_save_results/'
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) {
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// [START automl_batch_predict_beta]
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/**
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* TODO(developer): Uncomment these variables before running the sample.
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*/
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// const projectId = 'YOUR_PROJECT_ID';
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// const location = 'us-central1';
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// const modelId = 'YOUR_MODEL_ID';
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// const inputUri = 'gs://YOUR_BUCKET_ID/path_to_your_input_csv_or_jsonl';
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// const outputUri = 'gs://YOUR_BUCKET_ID/path_to_save_results/';
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// Imports the Google Cloud AutoML library
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const {PredictionServiceClient} = require('@google-cloud/automl').v1beta1;
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// Instantiates a client
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const client = new PredictionServiceClient();
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async function batchPredict() {
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// Construct request
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const request = {
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name: client.modelPath(projectId, location, modelId),
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inputConfig: {
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gcsSource: {
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inputUris: [inputUri],
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},
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},
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outputConfig: {
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gcsDestination: {
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outputUriPrefix: outputUri,
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},
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},
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};
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const [operation] = await client.batchPredict(request);
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console.log('Waiting for operation to complete...');
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// Wait for operation to complete.
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const [response] = await operation.promise();
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console.log(
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`Batch Prediction results saved to Cloud Storage bucket. ${response}`
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);
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}
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batchPredict();
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// [END automl_batch_predict_beta]
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}
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process.on('unhandledRejection', err => {
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console.error(err.message);
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process.exitCode = 1;
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});
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main(...process.argv.slice(2));

‎automl/snippets/beta/cancel_operation.js

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// Copyright 2020 Google LLC
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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'use strict';
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async function main(operationFullId) {
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// [START automl_cancel_operation_beta]
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/**
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* TODO(developer): Uncomment these variables before running the sample.
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*/
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// const operationFullId = 'projects/YOUR_PROJECT_ID/locations/YOUR_LOCATIOIN/operations/OPERATION_ID';
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// Imports the Google Cloud AutoML library
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const {AutoMlClient} = require('@google-cloud/automl').v1beta1;
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// Instantiates a client
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const client = new AutoMlClient();
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async function cancelOperation() {
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client.operationsClient.cancelOperation({
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name: operationFullId,
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});
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// Wait for operation to complete.
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console.log('Cancelled operation');
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}
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cancelOperation();
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// [END automl_cancel_operation_beta]
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}
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main(...process.argv.slice(2)).catch(err => {
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console.error(err.message);
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process.exitCode = 1;
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});
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process.on('unhandledRejection', err => {
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console.error(err.message);
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process.exitCode = 1;
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});

‎automl/snippets/beta/delete-dataset.js

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// Copyright 2020 Google LLC
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// http://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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'use strict';
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function main(
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projectId = 'YOUR_PROJECT_ID',
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location = 'us-central1',
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datasetId = 'YOUR_DATASET_ID'
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) {
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// [START automl_delete_dataset_beta]
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/**
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* TODO(developer): Uncomment these variables before running the sample.
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*/
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// const projectId = 'YOUR_PROJECT_ID';
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// const location = 'us-central1';
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// const datasetId = 'YOUR_DATASET_ID';
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// Imports the Google Cloud AutoML library
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const {AutoMlClient} = require('@google-cloud/automl').v1beta1;
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// Instantiates a client
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const client = new AutoMlClient();
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async function deleteDataset() {
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// Construct request
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const request = {
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name: client.datasetPath(projectId, location, datasetId),
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};
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const [operation] = await client.deleteDataset(request);
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// Wait for operation to complete.
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const [response] = await operation.promise();
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console.log(`Dataset deleted: ${response}`);
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}
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deleteDataset();
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// [END automl_delete_dataset_beta]
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}
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process.on('unhandledRejection', err => {
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console.error(err.message);
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process.exitCode = 1;
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});
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main(...process.argv.slice(2));

‎automl/snippets/beta/delete-model.js

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// Copyright 2020 Google LLC
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//
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// Licensed under the Apache License, Version 2.0 (the "License");
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// you may not use this file except in compliance with the License.
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// You may obtain a copy of the License at
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//
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// https://www.apache.org/licenses/LICENSE-2.0
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//
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// Unless required by applicable law or agreed to in writing, software
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// distributed under the License is distributed on an "AS IS" BASIS,
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// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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// See the License for the specific language governing permissions and
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// limitations under the License.
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'use strict';
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function main(
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projectId = 'YOUR_PROJECT_ID',
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location = 'us-central1',
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modelId = 'YOUR_MODEL_ID'
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) {
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// [START automl_delete_model_beta]
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/**
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* TODO(developer): Uncomment these variables before running the sample.
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*/
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// const projectId = 'YOUR_PROJECT_ID';
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// const location = 'us-central1';
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// const modelId = 'YOUR_MODEL_ID';
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// Imports the Google Cloud AutoML library
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const {AutoMlClient} = require('@google-cloud/automl').v1beta1;
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// Instantiates a client
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const client = new AutoMlClient();
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async function deleteModel() {
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// Construct request
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const request = {
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name: client.modelPath(projectId, location, modelId),
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};
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const [response] = await client.deleteModel(request);
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console.log(`Model deleted: ${response}`);
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}
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deleteModel();
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// [END automl_delete_model_beta]
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}
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process.on('unhandledRejection', err => {
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console.error(err.message);
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process.exitCode = 1;
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});
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main(...process.argv.slice(2));

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