Merge remote-tracking branch 'migration/main' into nodejs-automl-migr…

…ation

automl/.eslintrc.yml

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+---
+rules:
+  no-console: off

automl/batch_predict.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
+//
+//      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',
+  inputUri = 'gs://YOUR_BUCKET_ID/path_to_your_input_csv_or_jsonl',
+  outputUri = 'gs://YOUR_BUCKET_ID/path_to_save_results/'
+) {
+  // [START automl_batch_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 inputUri = 'gs://YOUR_BUCKET_ID/path_to_your_input_csv_or_jsonl';
+  // const outputUri = 'gs://YOUR_BUCKET_ID/path_to_save_results/';
+
+  // Imports the Google Cloud AutoML library
+  const {PredictionServiceClient} = require('@google-cloud/automl').v1;
+
+  // Instantiates a client
+  const client = new PredictionServiceClient();
+
+  async function batchPredict() {
+    // Construct request
+    const request = {
+      name: client.modelPath(projectId, location, modelId),
+      inputConfig: {
+        gcsSource: {
+          inputUris: [inputUri],
+        },
+      },
+      outputConfig: {
+        gcsDestination: {
+          outputUriPrefix: outputUri,
+        },
+      },
+    };
+
+    const [operation] = await client.batchPredict(request);
+
+    console.log('Waiting for operation to complete...');
+    // Wait for operation to complete.
+    const [response] = await operation.promise();
+    console.log(
+      `Batch Prediction results saved to Cloud Storage bucket. ${response}`
+    );
+  }
+
+  batchPredict();
+  // [END automl_batch_predict]
+}
+
+process.on('unhandledRejection', err => {
+  console.error(err.message);
+  process.exitCode = 1;
+});
+main(...process.argv.slice(2));

automl/beta/batch_predict.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
+//
+//      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',
+  inputUri = 'gs://YOUR_BUCKET_ID/path_to_your_input_csv_or_jsonl',
+  outputUri = 'gs://YOUR_BUCKET_ID/path_to_save_results/'
+) {
+  // [START automl_batch_predict_beta]
+  /**
+   * TODO(developer): Uncomment these variables before running the sample.
+   */
+  // const projectId = 'YOUR_PROJECT_ID';
+  // const location = 'us-central1';
+  // const modelId = 'YOUR_MODEL_ID';
+  // const inputUri = 'gs://YOUR_BUCKET_ID/path_to_your_input_csv_or_jsonl';
+  // const outputUri = 'gs://YOUR_BUCKET_ID/path_to_save_results/';
+
+  // Imports the Google Cloud AutoML library
+  const {PredictionServiceClient} = require('@google-cloud/automl').v1beta1;
+
+  // Instantiates a client
+  const client = new PredictionServiceClient();
+
+  async function batchPredict() {
+    // Construct request
+    const request = {
+      name: client.modelPath(projectId, location, modelId),
+      inputConfig: {
+        gcsSource: {
+          inputUris: [inputUri],
+        },
+      },
+      outputConfig: {
+        gcsDestination: {
+          outputUriPrefix: outputUri,
+        },
+      },
+    };
+
+    const [operation] = await client.batchPredict(request);
+
+    console.log('Waiting for operation to complete...');
+    // Wait for operation to complete.
+    const [response] = await operation.promise();
+    console.log(
+      `Batch Prediction results saved to Cloud Storage bucket. ${response}`
+    );
+  }
+
+  batchPredict();
+  // [END automl_batch_predict_beta]
+}
+
+process.on('unhandledRejection', err => {
+  console.error(err.message);
+  process.exitCode = 1;
+});
+main(...process.argv.slice(2));

automl/beta/cancel_operation.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';
+
+async function main(operationFullId) {
+  // [START automl_cancel_operation_beta]
+
+  /**
+   * TODO(developer): Uncomment these variables before running the sample.
+   */
+  // const operationFullId = 'projects/YOUR_PROJECT_ID/locations/YOUR_LOCATIOIN/operations/OPERATION_ID';
+
+  // Imports the Google Cloud AutoML library
+  const {AutoMlClient} = require('@google-cloud/automl').v1beta1;
+
+  // Instantiates a client
+  const client = new AutoMlClient();
+
+  async function cancelOperation() {
+    client.operationsClient.cancelOperation({
+      name: operationFullId,
+    });
+
+    // Wait for operation to complete.
+    console.log('Cancelled operation');
+  }
+
+  cancelOperation();
+  // [END automl_cancel_operation_beta]
+}
+
+main(...process.argv.slice(2)).catch(err => {
+  console.error(err.message);
+  process.exitCode = 1;
+});
+process.on('unhandledRejection', err => {
+  console.error(err.message);
+  process.exitCode = 1;
+});

automl/beta/delete-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_DATASET_ID'
+) {
+  // [START automl_delete_dataset_beta]
+  /**
+   * TODO(developer): Uncomment these variables before running the sample.
+   */
+  // const projectId = 'YOUR_PROJECT_ID';
+  // const location = 'us-central1';
+  // const datasetId = 'YOUR_DATASET_ID';
+
+  // Imports the Google Cloud AutoML library
+  const {AutoMlClient} = require('@google-cloud/automl').v1beta1;
+
+  // Instantiates a client
+  const client = new AutoMlClient();
+
+  async function deleteDataset() {
+    // Construct request
+    const request = {
+      name: client.datasetPath(projectId, location, datasetId),
+    };
+
+    const [operation] = await client.deleteDataset(request);
+
+    // Wait for operation to complete.
+    const [response] = await operation.promise();
+    console.log(`Dataset deleted: ${response}`);
+  }
+
+  deleteDataset();
+  // [END automl_delete_dataset_beta]
+}
+
+process.on('unhandledRejection', err => {
+  console.error(err.message);
+  process.exitCode = 1;
+});
+main(...process.argv.slice(2));

automl/beta/delete-model.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
+//
+//     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'
+) {
+  // [START automl_delete_model_beta]
+  /**
+   * TODO(developer): Uncomment these variables before running the sample.
+   */
+  // const projectId = 'YOUR_PROJECT_ID';
+  // const location = 'us-central1';
+  // const modelId = 'YOUR_MODEL_ID';
+
+  // Imports the Google Cloud AutoML library
+  const {AutoMlClient} = require('@google-cloud/automl').v1beta1;
+
+  // Instantiates a client
+  const client = new AutoMlClient();
+
+  async function deleteModel() {
+    // Construct request
+    const request = {
+      name: client.modelPath(projectId, location, modelId),
+    };
+
+    const [response] = await client.deleteModel(request);
+    console.log(`Model deleted: ${response}`);
+  }
+
+  deleteModel();
+  // [END automl_delete_model_beta]
+}
+
+process.on('unhandledRejection', err => {
+  console.error(err.message);
+  process.exitCode = 1;
+});
+main(...process.argv.slice(2));