-
Notifications
You must be signed in to change notification settings - Fork 2k
Commit
This commit does not belong to any branch on this repository, and may belong to a fork outside of the repository.
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>
- Loading branch information
1 parent
f2c0d80
commit f6a4f0c
Showing
2 changed files
with
102 additions
and
0 deletions.
There are no files selected for viewing
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,62 @@ | ||
// 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: ${response}`); | ||
} | ||
|
||
importDataset(); | ||
// [END automl_import_dataset_beta] | ||
} | ||
|
||
main(...process.argv.slice(2)); |
This file contains bidirectional Unicode text that may be interpreted or compiled differently than what appears below. To review, open the file in an editor that reveals hidden Unicode characters.
Learn more about bidirectional Unicode characters
Original file line number | Diff line number | Diff line change |
---|---|---|
@@ -0,0 +1,40 @@ | ||
// Copyright 2020 Google LLC | ||
// | ||
// Licensed under the Apache License, Version 2.0 (the "License"); | ||
// you may not use this file except in compliance with the License. | ||
// You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, software | ||
// distributed under the License is distributed on an "AS IS" BASIS, | ||
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. | ||
// See the License for the specific language governing permissions and | ||
// limitations under the License. | ||
|
||
'use strict'; | ||
|
||
const {assert} = require('chai'); | ||
const {describe, it} = require('mocha'); | ||
const {AutoMlClient} = require('@google-cloud/automl').v1beta1; | ||
|
||
const cp = require('child_process'); | ||
|
||
const IMPORT_DATASET_REGION_TAG = 'beta/import-dataset'; | ||
const LOCATION = 'us-central1'; | ||
|
||
describe('Automl Import Dataset Test', () => { | ||
const client = new AutoMlClient(); | ||
|
||
it('should import a dataset', async () => { | ||
// As importing a dataset can take a long time, instead try to import to a | ||
// nonexistent dataset and confirm that the dataset was not found, but | ||
// other elements of the request were valid. | ||
const projectId = await client.getProjectId(); | ||
const data = `gs://${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/); | ||
}); | ||
}); |