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Merge branch 'main' into nodejs-asset-migration
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‎.github/workflows/automl.yaml‎

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name: automl
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on:
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push:
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branches:
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- main
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paths:
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- 'automl/**'
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pull_request:
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paths:
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- 'automl/**'
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pull_request_target:
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types: [labeled]
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schedule:
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- cron: '0 0 * * 0'
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jobs:
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test:
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if: ${{ github.event.action != 'labeled' || github.event.label.name == 'actions:force-run' }}
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runs-on: ubuntu-latest
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timeout-minutes: 60
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permissions:
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contents: 'write'
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pull-requests: 'write'
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id-token: 'write'
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steps:
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- uses: actions/checkout@v3
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with:
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ref: ${{github.event.pull_request.head.ref}}
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repository: ${{github.event.pull_request.head.repo.full_name}}
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- uses: google-github-actions/auth@v1.0.0
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with:
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workload_identity_provider: 'projects/1046198160504/locations/global/workloadIdentityPools/github-actions-pool/providers/github-actions-provider'
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service_account: 'kokoro-system-test@long-door-651.iam.gserviceaccount.com'
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create_credentials_file: 'true'
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credentials_json: '${{ secrets.GOOGLE_CREDENTIALS }}'
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access_token_lifetime: 600s
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- id: secrets
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uses: 'google-github-actions/get-secretmanager-secrets@v0'
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with:
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secrets: |-
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table_model_id:nodejs-docs-samples-tests/nodejs-docs-samples-table-model-id
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- uses: actions/setup-node@v3
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with:
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node-version: 14
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- run: npm install
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working-directory: automl
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- run: npm test
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working-directory: automl
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env:
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MOCHA_REPORTER_SUITENAME: automl
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MOCHA_REPORTER_OUTPUT: automl_sponge_log.xml
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MOCHA_REPORTER: xunit
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TABLE_MODEL_ID: ${{ steps.secrets.outputs.table_model_id }}
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- if: ${{ github.event.action == 'labeled' && github.event.label.name == 'actions:force-run' }}
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uses: actions/github-script@v6
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with:
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github-token: ${{ secrets.GITHUB_TOKEN }}
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script: |
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try {
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await github.rest.issues.removeLabel({
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name: 'actions:force-run',
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owner: 'GoogleCloudPlatform',
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repo: 'nodejs-docs-samples',
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issue_number: context.payload.pull_request.number
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});
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} catch (e) {
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if (!e.message.includes('Label does not exist')) {
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throw e;
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}
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}
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- if: ${{ github.event_name == 'schedule' && always() }}
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run: |
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curl https://github.com/googleapis/repo-automation-bots/releases/download/flakybot-1.1.0/flakybot -o flakybot -s -L
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chmod +x ./flakybot
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./flakybot --repo GoogleCloudPlatform/nodejs-docs-samples --commit_hash ${{github.sha}} --build_url https://github.com/${{github.repository}}/actions/runs/${{github.run_id}}

‎.github/workflows/video-intelligence.yaml‎

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name: video-intelligence
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on:
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push:
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branches:
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- main
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paths:
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- 'video-intelligence/**'
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pull_request:
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paths:
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- 'video-intelligence/**'
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pull_request_target:
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types: [labeled]
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schedule:
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- cron: '0 0 * * 0'
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jobs:
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test:
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if: ${{ github.event.action != 'labeled' || github.event.label.name == 'actions:force-run' }}
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runs-on: ubuntu-latest
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timeout-minutes: 60
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permissions:
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contents: 'write'
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pull-requests: 'write'
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id-token: 'write'
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steps:
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- uses: actions/checkout@v3
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with:
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ref: ${{github.event.pull_request.head.ref}}
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repository: ${{github.event.pull_request.head.repo.full_name}}
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- uses: google-github-actions/auth@v1.0.0
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with:
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workload_identity_provider: 'projects/1046198160504/locations/global/workloadIdentityPools/github-actions-pool/providers/github-actions-provider'
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service_account: 'kokoro-system-test@long-door-651.iam.gserviceaccount.com'
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create_credentials_file: 'true'
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access_token_lifetime: 600s
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- uses: actions/setup-node@v3
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with:
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node-version: 14
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- run: npm install
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working-directory: video-intelligence
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- run: npm test
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working-directory: video-intelligence
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env:
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MOCHA_REPORTER_SUITENAME: video-intelligence
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MOCHA_REPORTER_OUTPUT: video_intelligence_sponge_log.xml
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MOCHA_REPORTER: xunit
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- if: ${{ github.event.action == 'labeled' && github.event.label.name == 'actions:force-run' }}
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uses: actions/github-script@v6
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with:
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github-token: ${{ secrets.GITHUB_TOKEN }}
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script: |
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try {
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await github.rest.issues.removeLabel({
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name: 'actions:force-run',
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owner: 'GoogleCloudPlatform',
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repo: 'nodejs-docs-samples',
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issue_number: context.payload.pull_request.number
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});
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} catch (e) {
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if (!e.message.includes('Label does not exist')) {
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throw e;
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}
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}
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- if: ${{ github.event_name == 'schedule' && always() }}
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run: |
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curl https://github.com/googleapis/repo-automation-bots/releases/download/flakybot-1.1.0/flakybot -o flakybot -s -L
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chmod +x ./flakybot
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./flakybot --repo GoogleCloudPlatform/nodejs-docs-samples --commit_hash ${{github.sha}} --build_url https://github.com/${{github.repository}}/actions/runs/${{github.run_id}}

‎.github/workflows/workflows.json‎

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"appengine/storage/standard",
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"asset/snippets",
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"auth",
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"automl",
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"appengine/typescript",
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"appengine/websockets",
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"appengine/twilio",
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"datastore/functions",
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"scheduler",
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"talent",
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"video-intelligence",
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"contact-center-insights",
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"workflows"
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]

‎automl/.eslintrc.yml‎

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---
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rules:
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no-console: off

‎automl/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
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+
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'use strict';
16+
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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();
39+
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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],
47+
},
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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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};
55+
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const [operation] = await client.batchPredict(request);
57+
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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();
61+
console.log(
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`Batch Prediction results saved to Cloud Storage bucket. ${response}`
63+
);
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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/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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//
7+
// https://www.apache.org/licenses/LICENSE-2.0
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//
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+
'use strict';
16+
17+
function main(
18+
projectId = 'YOUR_PROJECT_ID',
19+
location = 'us-central1',
20+
modelId = 'YOUR_MODEL_ID',
21+
inputUri = 'gs://YOUR_BUCKET_ID/path_to_your_input_csv_or_jsonl',
22+
outputUri = 'gs://YOUR_BUCKET_ID/path_to_save_results/'
23+
) {
24+
// [START automl_batch_predict_beta]
25+
/**
26+
* TODO(developer): Uncomment these variables before running the sample.
27+
*/
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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/';
33+
34+
// Imports the Google Cloud AutoML library
35+
const {PredictionServiceClient} = require('@google-cloud/automl').v1beta1;
36+
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// Instantiates a client
38+
const client = new PredictionServiceClient();
39+
40+
async function batchPredict() {
41+
// Construct request
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const request = {
43+
name: client.modelPath(projectId, location, modelId),
44+
inputConfig: {
45+
gcsSource: {
46+
inputUris: [inputUri],
47+
},
48+
},
49+
outputConfig: {
50+
gcsDestination: {
51+
outputUriPrefix: outputUri,
52+
},
53+
},
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};
55+
56+
const [operation] = await client.batchPredict(request);
57+
58+
console.log('Waiting for operation to complete...');
59+
// Wait for operation to complete.
60+
const [response] = await operation.promise();
61+
console.log(
62+
`Batch Prediction results saved to Cloud Storage bucket. ${response}`
63+
);
64+
}
65+
66+
batchPredict();
67+
// [END automl_batch_predict_beta]
68+
}
69+
70+
process.on('unhandledRejection', err => {
71+
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/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");
4+
// you may not use this file except in compliance with the License.
5+
// You may obtain a copy of the License at
6+
//
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+
'use strict';
16+
17+
async function main(operationFullId) {
18+
// [START automl_cancel_operation_beta]
19+
20+
/**
21+
* TODO(developer): Uncomment these variables before running the sample.
22+
*/
23+
// const operationFullId = 'projects/YOUR_PROJECT_ID/locations/YOUR_LOCATIOIN/operations/OPERATION_ID';
24+
25+
// Imports the Google Cloud AutoML library
26+
const {AutoMlClient} = require('@google-cloud/automl').v1beta1;
27+
28+
// Instantiates a client
29+
const client = new AutoMlClient();
30+
31+
async function cancelOperation() {
32+
client.operationsClient.cancelOperation({
33+
name: operationFullId,
34+
});
35+
36+
// Wait for operation to complete.
37+
console.log('Cancelled operation');
38+
}
39+
40+
cancelOperation();
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// [END automl_cancel_operation_beta]
42+
}
43+
44+
main(...process.argv.slice(2)).catch(err => {
45+
console.error(err.message);
46+
process.exitCode = 1;
47+
});
48+
process.on('unhandledRejection', err => {
49+
console.error(err.message);
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process.exitCode = 1;
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});

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