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docs(samples): automl tables beta samples (#155)
* Automl Tables beta samples * skipping tests * skipping tests * skipping tests * skipping tests
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‎automl/package.json

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{
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"name": "@google-cloud/automl-samples",
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"description": "Samples for the Cloud AutoML Client Library for Node.js.",
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"version": "0.0.1",
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"license": "Apache-2.0",
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"author": "Google LLC",
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"engines": {
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"node": ">=8"
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},
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"files": [
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"!test/*"
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],
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"repository": "googleapis/nodejs-automl",
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"private": true,
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"nyc": {
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"exclude": [
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"**/*.test.js"
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]
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},
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"scripts": {
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"test": "mocha --timeout 600000 --recursive"
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"test": "mocha --timeout 600000"
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},
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"dependencies": {
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"@google-cloud/automl": "^0.2.0",
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"chai": "^4.2.0",
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"execa": "^1.0.0",
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"mathjs": "^5.5.0",
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"yargs": "^13.2.1",
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"execa":"^1.0.0"
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"yargs": "^13.2.1"
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},
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"devDependencies": {
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"mocha": "^6.0.1",
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"chai": "^4.2.0"
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"mocha": "^6.0.1"
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}
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}

‎automl/tables/create-dataset.v1beta1.js

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/**
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* Copyright 2019, Google LLC
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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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*/
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`use strict`;
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async function main(
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projectId = 'YOUR_PROJECT_ID',
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computeRegion = 'YOUR_REGION_NAME',
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datasetName = 'YOUR_DATASET_NAME'
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) {
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// [START automl_tables_create_dataset]
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const automl = require(`@google-cloud/automl`);
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const util = require(`util`);
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const client = new automl.v1beta1.AutoMlClient();
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/**
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* Demonstrates using the AutoML client to create a dataset
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* TODO(developer): Uncomment the following lines before running the sample.
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*/
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// const projectId = '[PROJECT_ID]' e.g., "my-gcloud-project";
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// const computeRegion = '[REGION_NAME]' e.g., "us-central1";
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// const datasetName = '[DATASET_NAME]' e.g., “myDataset”;
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// A resource that represents Google Cloud Platform location.
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const projectLocation = client.locationPath(projectId, computeRegion);
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// Set dataset name and metadata.
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const myDataset = {
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displayName: datasetName,
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tablesDatasetMetadata: {},
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};
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// Create a dataset with the dataset metadata in the region.
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client
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.createDataset({parent: projectLocation, dataset: myDataset})
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.then(responses => {
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const dataset = responses[0];
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// Display the dataset information.
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console.log(`Dataset name: ${dataset.name}`);
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console.log(`Dataset Id: ${dataset.name.split(`/`).pop(-1)}`);
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console.log(`Dataset display name: ${dataset.displayName}`);
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console.log(`Dataset example count: ${dataset.exampleCount}`);
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console.log(
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`Tables dataset metadata: ${util.inspect(
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dataset.tablesDatasetMetadata,
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false,
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null
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)}`
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);
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})
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.catch(err => {
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console.error(err);
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});
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// [END automl_tables_create_dataset]
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}
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main(...process.argv.slice(2)).catch(console.error());

‎automl/tables/create-model.v1beta1.js

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/**
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* Copyright 2019, Google LLC
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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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*/
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`use strict`;
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async function main(
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projectId = 'YOUR_PROJECT_ID',
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computeRegion = 'YOUR_REGION_NAME',
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datasetId = 'YOUR_DATASET_ID',
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tableId = 'TABLE_ID',
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columnId = 'COLUMN_ID',
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modelName = 'MODEL_NAME',
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trainBudget = 'TRAIN_BUDGET'
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) {
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// [START automl_tables_create_model]
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const automl = require(`@google-cloud/automl`);
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const client = new automl.v1beta1.AutoMlClient();
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/**
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* Demonstrates using the AutoML client to create a model.
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* TODO(developer): Uncomment the following lines before running the sample.
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*/
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// const projectId = '[PROJECT_ID]' e.g., "my-gcloud-project";
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// const computeRegion = '[REGION_NAME]' e.g., "us-central1";
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// const datasetId = '[DATASET_ID]' e.g., "TBL2246891593778855936";
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// const tableId = '[TABLE_ID]' e.g., "1991013247762825216";
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// const columnId = '[COLUMN_ID]' e.g., "773141392279994368";
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// const modelName = '[MODEL_NAME]' e.g., "testModel";
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// const trainBudget = '[TRAIN_BUDGET]' e.g., "1000",
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// `Train budget in milli node hours`;
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// A resource that represents Google Cloud Platform location.
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const projectLocation = client.locationPath(projectId, computeRegion);
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// Get the full path of the column.
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const columnSpecId = client.columnSpecPath(
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projectId,
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computeRegion,
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datasetId,
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tableId,
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columnId
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);
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// Set target column to train the model.
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const targetColumnSpec = {name: columnSpecId};
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// Set tables model metadata.
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const tablesModelMetadata = {
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targetColumnSpec: targetColumnSpec,
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trainBudgetMilliNodeHours: trainBudget,
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};
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// Set datasetId, model name and model metadata for the dataset.
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const myModel = {
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datasetId: datasetId,
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displayName: modelName,
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tablesModelMetadata: tablesModelMetadata,
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};
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// Create a model with the model metadata in the region.
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client
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.createModel({parent: projectLocation, model: myModel})
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.then(responses => {
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const initialApiResponse = responses[1];
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console.log(`Training operation name: ${initialApiResponse.name}`);
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console.log(`Training started...`);
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})
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.catch(err => {
80+
console.error(err);
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});
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// [END automl_tables_create_model]
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}
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main(...process.argv.slice(2)).catch(console.error());

‎automl/tables/delete-dataset.v1beta1.js

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/**
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* Copyright 2019, Google LLC
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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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*/
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`use strict`;
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async function main(
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projectId = 'YOUR_PROJECT_ID',
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computeRegion = 'YOUR_REGION_NAME',
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datasetId = 'YOUR_DATASET_ID'
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) {
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// [START automl_tables_delete_dataset]
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const automl = require(`@google-cloud/automl`);
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const client = new automl.v1beta1.AutoMlClient();
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/**
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* Demonstrates using the AutoML client to delete a dataset.
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* TODO(developer): Uncomment the following lines before running the sample.
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*/
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// const projectId = '[PROJECT_ID]' e.g., "my-gcloud-project";
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// const computeRegion = '[REGION_NAME]' e.g., "us-central1";
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// const datasetId = '[DATASET_ID]' e.g., "TBL2246891593778855936";
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// Get the full path of the dataset.
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const datasetFullId = client.datasetPath(projectId, computeRegion, datasetId);
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// Delete a dataset.
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client
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.deleteDataset({name: datasetFullId})
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.then(responses => {
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const operation = responses[0];
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return operation.promise();
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})
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.then(responses => {
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// The final result of the operation.
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const operationDetails = responses[2];
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// Get the dataset delete details.
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console.log('Dataset delete details:');
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console.log(`\tOperation details:`);
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console.log(`\t\tName: ${operationDetails.name}`);
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console.log(`\t\tDone: ${operationDetails.done}`);
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})
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.catch(err => {
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console.error(err);
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});
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// [END automl_tables_delete_dataset]
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}
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main(...process.argv.slice(2)).catch(console.error());

‎automl/tables/delete-model.v1beta1.js

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/**
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* Copyright 2019, Google LLC
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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.
12+
* See the License for the specific language governing permissions and
13+
* limitations under the License.
14+
*/
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`use strict`;
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async function main(
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projectId = 'YOUR_PROJECT_ID',
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computeRegion = 'YOUR_REGION_NAME',
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modelId = 'MODEL_ID'
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) {
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// [START automl_tables_delete_model]
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const automl = require(`@google-cloud/automl`);
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const client = new automl.v1beta1.AutoMlClient();
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/**
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* Demonstrates using the AutoML client to delete a model.
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* TODO(developer): Uncomment the following lines before running the sample.
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*/
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// const projectId = '[PROJECT_ID]' e.g., "my-gcloud-project";
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// const computeRegion = '[REGION_NAME]' e.g., "us-central1";
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// const modelId = '[MODEL_ID]' e.g., "TBL4704590352927948800";
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// Get the full path of the model.
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const modelFullId = client.modelPath(projectId, computeRegion, modelId);
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// Delete a model.
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client
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.deleteModel({name: modelFullId})
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.then(responses => {
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const operation = responses[0];
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return operation.promise();
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})
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.then(responses => {
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// The final result of the operation.
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const operationDetails = responses[2];
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// Get the Model delete details.
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console.log('Model delete details:');
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console.log(`\tOperation details:`);
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console.log(`\t\tName: ${operationDetails.name}`);
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console.log(`\tDone: ${operationDetails.done}`);
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})
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.catch(err => {
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console.error(err);
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});
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// [END automl_tables_delete_model]
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}
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main(...process.argv.slice(2)).catch(console.error());

‎automl/tables/deploy-model.v1beta1.js

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/**
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* Copyright 2019, Google LLC
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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.
5+
* You may obtain a copy of the License at
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*
7+
* http://www.apache.org/licenses/LICENSE-2.0
8+
*
9+
* Unless required by applicable law or agreed to in writing, software
10+
* distributed under the License is distributed on an "AS IS" BASIS,
11+
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
12+
* See the License for the specific language governing permissions and
13+
* limitations under the License.
14+
*/
15+
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`use strict`;
17+
async function main(
18+
projectId = 'YOUR_PROJECT_ID',
19+
computeRegion = 'YOUR_REGION_NAME',
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modelId = 'MODEL_ID'
21+
) {
22+
// [START automl_tables_deploy_model]
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const automl = require(`@google-cloud/automl`);
24+
const client = new automl.v1beta1.AutoMlClient();
25+
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/**
27+
* Demonstrates using the AutoML client to deploy model.
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* TODO(developer): Uncomment the following lines before running the sample.
29+
*/
30+
// const projectId = '[PROJECT_ID]' e.g., "my-gcloud-project";
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// const computeRegion = '[REGION_NAME]' e.g., "us-central1";
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// const modelId = '[MODEL_ID]' e.g., "TBL4704590352927948800";
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// Get the full path of the model.
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const modelFullId = client.modelPath(projectId, computeRegion, modelId);
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// Deploy a model with the deploy model request.
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client
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.deployModel({name: modelFullId})
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.then(responses => {
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const response = responses[0];
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console.log(`Deployment Details:`);
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console.log(`\tName: ${response.name}`);
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console.log(`\tMetadata:`);
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console.log(`\t\tType Url: ${response.metadata.typeUrl}`);
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console.log(`\tDone: ${response.done}`);
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})
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.catch(err => {
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console.error(err);
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});
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// [END automl_tables_deploy_model]
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}
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main(...process.argv.slice(2)).catch(console.error());

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