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docs: add translate ga samples (#296)
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* docs: add translate ga samples

* update package.json

* add missing file

* Add license headers
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nnegrey authored and Ace Nassri committed Nov 15, 2022
1 parent bbf33a6 commit 56d6289
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1 change: 1 addition & 0 deletions automl/resources/input.txt
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56 changes: 56 additions & 0 deletions automl/test/translate_create_dataset.test.js
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// Copyright 2019 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
//
// https://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 {AutoMlClient} = require('@google-cloud/automl').v1;

const cp = require('child_process');
const uuid = require('uuid');

const execSync = cmd => cp.execSync(cmd, {encoding: 'utf-8'});

const CREATE_DATASET_REGION_TAG = 'translate_create_dataset';
const LOCATION = 'us-central1';

describe('Automl Translate Create Dataset Test', () => {
const client = new AutoMlClient();
let datasetId;

it('should create a dataset', async () => {
const projectId = await client.getProjectId();
const displayName = `test_${uuid
.v4()
.replace(/-/g, '_')
.substring(0, 26)}`;

// create
const create_output = execSync(
`node ${CREATE_DATASET_REGION_TAG}.js ${projectId} ${LOCATION} ${displayName}`
);
assert.match(create_output, /Dataset id:/);

datasetId = create_output.split('Dataset id: ')[1].split('\n')[0];
});

after('delete created dataset', async () => {
const projectId = await client.getProjectId();
const request = {
name: client.datasetPath(projectId, LOCATION, datasetId),
};
const [operation] = await client.deleteDataset(request);
await operation.promise();
});
});
48 changes: 48 additions & 0 deletions automl/test/translate_create_model.test.js
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// Copyright 2019 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
//
// https://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 {AutoMlClient} = require('@google-cloud/automl').v1;

const cp = require('child_process');

const execSync = cmd => cp.execSync(cmd, {encoding: 'utf-8'});

const CREATE_MODEL_REGION_TAG = 'translate_create_model';
const LOCATION = 'us-central1';
const DATASET_ID = 'TRL8522556519449886720';

describe('Automl Translate Create Model Tests', () => {
const client = new AutoMlClient();
let operationId;

it('should create a model', async () => {
const projectId = await client.getProjectId();
const create_output = execSync(
`node ${CREATE_MODEL_REGION_TAG}.js ${projectId} ${LOCATION} ${DATASET_ID} translation_test_create_model`
);

assert.match(create_output, /Training started/);

operationId = create_output
.split('Training operation name: ')[1]
.split('\n')[0];
});

after('cancel model training', async () => {
await client.operationsClient.cancelOperation({name: operationId});
});
});
39 changes: 39 additions & 0 deletions automl/test/translate_predict.test.js
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// Copyright 2019 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
//
// https://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 {AutoMlClient} = require('@google-cloud/automl').v1;

const cp = require('child_process');

const execSync = cmd => cp.execSync(cmd, {encoding: 'utf-8'});

const MODEL_ID = 'TRL1218052175389786112';
const PREDICT_REGION_TAG = 'translate_predict';
const LOCATION = 'us-central1';

describe('Automl Translate Predict Test', () => {
const client = new AutoMlClient();

it('should predict', async () => {
const projectId = await client.getProjectId();

const list_output = execSync(
`node ${PREDICT_REGION_TAG}.js ${projectId} ${LOCATION} ${MODEL_ID} resources/input.txt`
);
assert.match(list_output, /Translated content:/);
});
});
68 changes: 68 additions & 0 deletions automl/translate_create_dataset.js
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// Copyright 2019 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
//
// https://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',
displayName = 'YOUR_DISPLAY_NAME'
) {
// [START automl_translate_create_dataset]
/**
* TODO(developer): Uncomment these variables before running the sample.
*/
// const projectId = 'YOUR_PROJECT_ID';
// const location = 'us-central1';
// const displayName = 'YOUR_DISPLAY_NAME';

// Imports the Google Cloud AutoML library
const {AutoMlClient} = require(`@google-cloud/automl`).v1;

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

async function createDataset() {
// Construct request
const request = {
parent: client.locationPath(projectId, location),
dataset: {
displayName: displayName,
translationDatasetMetadata: {
sourceLanguageCode: 'en',
targetLanguageCode: 'ja',
},
},
};

// Create dataset
const [operation] = await client.createDataset(request);

// Wait for operation to complete.
const [response] = await operation.promise();

console.log(`Dataset name: ${response.name}`);
console.log(`
Dataset id: ${
response.name
.split('/')
[response.name.split('/').length - 1].split('\n')[0]
}`);
}

createDataset();
// [END automl_translate_create_dataset]
}

main(...process.argv.slice(2));
59 changes: 59 additions & 0 deletions automl/translate_create_model.js
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// Copyright 2019 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
//
// https://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_DATASET_ID',
displayName = 'YOUR_DISPLAY_NAME'
) {
// [START automl_translate_create_model]
/**
* TODO(developer): Uncomment these variables before running the sample.
*/
// const projectId = 'YOUR_PROJECT_ID';
// const location = 'us-central1';
// const dataset_id = 'YOUR_DATASET_ID';
// const displayName = 'YOUR_DISPLAY_NAME';

// Imports the Google Cloud AutoML library
const {AutoMlClient} = require(`@google-cloud/automl`).v1;

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

async function createModel() {
// Construct request
const request = {
parent: client.locationPath(projectId, location),
model: {
displayName: displayName,
datasetId: datasetId,
translationModelMetadata: {}, // Leave unset, to use the default base model
},
};

// Don't wait for the LRO
const [operation] = await client.createModel(request);
console.log(`Training started...`);
console.log(`Training operation name: ${operation.name}`);
}

createModel();
// [END automl_translate_create_model]
}

main(...process.argv.slice(2));
65 changes: 65 additions & 0 deletions automl/translate_predict.js
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// Copyright 2019 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
//
// https://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',
modelId = 'YOUR_MODEL_ID',
filePath = 'path_to_local_file.txt'
) {
// [START automl_translate_predict]
/**
* TODO(developer): Uncomment these variables before running the sample.
*/
// const projectId = 'YOUR_PROJECT_ID';
// const location = 'us-central1';
// const modelId = 'YOUR_MODEL_ID';
// const filePath = 'path_to_local_file.txt';

// Imports the Google Cloud AutoML library
const {PredictionServiceClient} = require(`@google-cloud/automl`).v1;
const fs = require(`fs`);

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

// Read the file content for translation.
const content = fs.readFileSync(filePath, `utf8`);

async function predict() {
// Construct request
const request = {
name: client.modelPath(projectId, location, modelId),
payload: {
textSnippet: {
content: content,
},
},
};

const [response] = await client.predict(request);

console.log(
`Translated content: `,
response.payload[0].translation.translatedContent.content
);
}

predict();
// [END automl_translate_predict]
}

main(...process.argv.slice(2));

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