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docs: move and update beta import samples (#341)
* docs: move and update beta import samples * Update import-dataset.js Co-authored-by: Benjamin E. Coe <bencoe@google.com>
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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. | ||
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'use strict'; | ||
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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'; | ||
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// Imports the Google Cloud AutoML library | ||
const {AutoMlClient} = require(`@google-cloud/automl`).v1beta1; | ||
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// Instantiates a client | ||
const client = new AutoMlClient(); | ||
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async function importDataset() { | ||
// Construct request | ||
const request = { | ||
name: client.datasetPath(projectId, location, datasetId), | ||
inputConfig: { | ||
gcsSource: { | ||
inputUris: path.split(','), | ||
}, | ||
}, | ||
}; | ||
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// Import dataset | ||
console.log(`Proccessing import`); | ||
const [operation] = await client.importData(request); | ||
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// Wait for operation to complete. | ||
const [response] = await operation.promise(); | ||
console.log(`Dataset imported: ${response}`); | ||
} | ||
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importDataset(); | ||
// [END automl_import_dataset_beta] | ||
} | ||
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main(...process.argv.slice(2)); |
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// Copyright 2020 Google LLC | ||
// | ||
// Licensed under the Apache License, Version 2.0 (the "License"); | ||
// you may not use this file except in compliance with the License. | ||
// You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, software | ||
// distributed under the License is distributed on an "AS IS" BASIS, | ||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
// See the License for the specific language governing permissions and | ||
// limitations under the License. | ||
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'use strict'; | ||
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const {assert} = require('chai'); | ||
const {describe, it} = require('mocha'); | ||
const {AutoMlClient} = require('@google-cloud/automl').v1beta1; | ||
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const cp = require('child_process'); | ||
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const IMPORT_DATASET_REGION_TAG = 'beta/import-dataset'; | ||
const LOCATION = 'us-central1'; | ||
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describe('Automl Import Dataset Test', () => { | ||
const client = new AutoMlClient(); | ||
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it('should import a dataset', async () => { | ||
// As importing a dataset can take a long time, instead try to import to a | ||
// nonexistent dataset and confirm that the dataset was not found, but | ||
// other elements of the request were valid. | ||
const projectId = await client.getProjectId(); | ||
const data = `gs://${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'}); | ||
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assert.match(output.stderr, /NOT_FOUND/); | ||
}); | ||
}); |