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docs: move and update beta import samples (#341)
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* docs: move and update beta import samples

* Update import-dataset.js

Co-authored-by: Benjamin E. Coe <bencoe@google.com>
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2 people authored and Ace Nassri committed Nov 17, 2022
1 parent 9c1b151 commit 912768b
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62 changes: 62 additions & 0 deletions automl/beta/import-dataset.js
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// Copyright 2020 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
//
// http://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';

function main(
projectId = 'YOUR_PROJECT_ID',
location = 'us-central1',
datasetId = 'YOUR_DISPLAY_ID',
path = 'gs://BUCKET_ID/path_to_training_data.csv'
) {
// [START automl_import_dataset_beta]
/**
* TODO(developer): Uncomment these variables before running the sample.
*/
// const projectId = 'YOUR_PROJECT_ID';
// const location = 'us-central1';
// const datasetId = 'YOUR_DISPLAY_ID';
// const path = 'gs://BUCKET_ID/path_to_training_data.csv';

// Imports the Google Cloud AutoML library
const {AutoMlClient} = require(`@google-cloud/automl`).v1beta1;

// Instantiates a client
const client = new AutoMlClient();

async function importDataset() {
// Construct request
const request = {
name: client.datasetPath(projectId, location, datasetId),
inputConfig: {
gcsSource: {
inputUris: path.split(','),
},
},
};

// Import dataset
console.log(`Proccessing import`);
const [operation] = await client.importData(request);

// Wait for operation to complete.
const [response] = await operation.promise();
console.log(`Dataset imported: ${response}`);
}

importDataset();
// [END automl_import_dataset_beta]
}

main(...process.argv.slice(2));
40 changes: 40 additions & 0 deletions automl/test/import-dataset.beta.test.js
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// Copyright 2020 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
//
// http://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';

const {assert} = require('chai');
const {describe, it} = require('mocha');
const {AutoMlClient} = require('@google-cloud/automl').v1beta1;

const cp = require('child_process');

const IMPORT_DATASET_REGION_TAG = 'beta/import-dataset';
const LOCATION = 'us-central1';

describe('Automl Import Dataset Test', () => {
const client = new AutoMlClient();

it('should import a dataset', async () => {
// As importing a dataset can take a long time, instead try to import to a
// nonexistent dataset and confirm that the dataset was not found, but
// other elements of the request were valid.
const projectId = await client.getProjectId();
const data = `gs://${projectId}-automl-translate/en-ja-short.csv`;
const args = [IMPORT_DATASET_REGION_TAG, projectId, LOCATION, 'TEN0000000000000000000', data];
const output = cp.spawnSync('node', args, {encoding: 'utf8'});

assert.match(output.stderr, /NOT_FOUND/);
});
});

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