feat(samples): add remaining featurestore api samples

README.md

@@ -111,13 +111,15 @@ Samples are in the [`samples/`](https://github.com/googleapis/nodejs-ai-platform
 | Delete-dataset | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/delete-dataset.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/delete-dataset.js,samples/README.md) |
 | Delete-endpoint | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/delete-endpoint.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/delete-endpoint.js,samples/README.md) |
 | Delete-export-model | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/delete-export-model.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/delete-export-model.js,samples/README.md) |
+| Delete-featurestore-sample | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/delete-featurestore-sample.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/delete-featurestore-sample.js,samples/README.md) |
 | Delete-model | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/delete-model.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/delete-model.js,samples/README.md) |
 | Deploy-model-custom-trained-model | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/deploy-model-custom-trained-model.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/deploy-model-custom-trained-model.js,samples/README.md) |
 | Deploy-model | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/deploy-model.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/deploy-model.js,samples/README.md) |
 | Export-model-tabular-classification | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/export-model-tabular-classification.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/export-model-tabular-classification.js,samples/README.md) |
 | Export-model | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/export-model.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/export-model.js,samples/README.md) |
 | Get-batch-prediction-job | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/get-batch-prediction-job.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/get-batch-prediction-job.js,samples/README.md) |
 | Get-custom-job | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/get-custom-job.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/get-custom-job.js,samples/README.md) |
+| Get-featurestore-sample | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/get-featurestore-sample.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/get-featurestore-sample.js,samples/README.md) |
 | Get-hyperparameter-tuning-job | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/get-hyperparameter-tuning-job.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/get-hyperparameter-tuning-job.js,samples/README.md) |
 | Get-model-evaluation-image-classification | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/get-model-evaluation-image-classification.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/get-model-evaluation-image-classification.js,samples/README.md) |
 | Get-model-evaluation-image-object-detection | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/get-model-evaluation-image-object-detection.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/get-model-evaluation-image-object-detection.js,samples/README.md) |
@@ -143,6 +145,9 @@ Samples are in the [`samples/`](https://github.com/googleapis/nodejs-ai-platform
 | Import-data-video-object-tracking | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/import-data-video-object-tracking.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/import-data-video-object-tracking.js,samples/README.md) |
 | Import-data | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/import-data.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/import-data.js,samples/README.md) |
 | List-endpoints | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/list-endpoints.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/list-endpoints.js,samples/README.md) |
+| List-featurestores-async-sample | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/list-featurestores-async-sample.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/list-featurestores-async-sample.js,samples/README.md) |
+| List-featurestores-sample | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/list-featurestores-sample.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/list-featurestores-sample.js,samples/README.md) |
+| List-featurestores-stream-sample | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/list-featurestores-stream-sample.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/list-featurestores-stream-sample.js,samples/README.md) |
 | List-model-evaluation-slices | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/list-model-evaluation-slices.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/list-model-evaluation-slices.js,samples/README.md) |
 | Predict-custom-trained-model | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/predict-custom-trained-model.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/predict-custom-trained-model.js,samples/README.md) |
 | Predict-image-classification | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/predict-image-classification.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/predict-image-classification.js,samples/README.md) |
@@ -154,6 +159,8 @@ Samples are in the [`samples/`](https://github.com/googleapis/nodejs-ai-platform
 | Predict-text-sentiment-analysis | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/predict-text-sentiment-analysis.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/predict-text-sentiment-analysis.js,samples/README.md) |
 | Quickstart | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/quickstart.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/quickstart.js,samples/README.md) |
 | Undeploy-model | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/undeploy-model.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/undeploy-model.js,samples/README.md) |
+| Update-featurestore-fixed-nodes-sample | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/update-featurestore-fixed-nodes-sample.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/update-featurestore-fixed-nodes-sample.js,samples/README.md) |
+| Update-featurestore-sample | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/update-featurestore-sample.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/update-featurestore-sample.js,samples/README.md) |
 | Upload-model | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/upload-model.js) | [![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/upload-model.js,samples/README.md) |
 
 

samples/README.md

@@ -49,13 +49,15 @@ machine learning development lifecycle.
  * [Delete-dataset](#delete-dataset)
  * [Delete-endpoint](#delete-endpoint)
  * [Delete-export-model](#delete-export-model)
+ * [Delete-featurestore-sample](#delete-featurestore-sample)
  * [Delete-model](#delete-model)
  * [Deploy-model-custom-trained-model](#deploy-model-custom-trained-model)
  * [Deploy-model](#deploy-model)
  * [Export-model-tabular-classification](#export-model-tabular-classification)
  * [Export-model](#export-model)
  * [Get-batch-prediction-job](#get-batch-prediction-job)
  * [Get-custom-job](#get-custom-job)
+ * [Get-featurestore-sample](#get-featurestore-sample)
  * [Get-hyperparameter-tuning-job](#get-hyperparameter-tuning-job)
  * [Get-model-evaluation-image-classification](#get-model-evaluation-image-classification)
  * [Get-model-evaluation-image-object-detection](#get-model-evaluation-image-object-detection)
@@ -81,6 +83,9 @@ machine learning development lifecycle.
  * [Import-data-video-object-tracking](#import-data-video-object-tracking)
  * [Import-data](#import-data)
  * [List-endpoints](#list-endpoints)
+ * [List-featurestores-async-sample](#list-featurestores-async-sample)
+ * [List-featurestores-sample](#list-featurestores-sample)
+ * [List-featurestores-stream-sample](#list-featurestores-stream-sample)
  * [List-model-evaluation-slices](#list-model-evaluation-slices)
  * [Predict-custom-trained-model](#predict-custom-trained-model)
  * [Predict-image-classification](#predict-image-classification)
@@ -92,6 +97,8 @@ machine learning development lifecycle.
  * [Predict-text-sentiment-analysis](#predict-text-sentiment-analysis)
  * [Quickstart](#quickstart)
  * [Undeploy-model](#undeploy-model)
+ * [Update-featurestore-fixed-nodes-sample](#update-featurestore-fixed-nodes-sample)
+ * [Update-featurestore-sample](#update-featurestore-sample)
  * [Upload-model](#upload-model)
 
 ## Before you begin
@@ -687,6 +694,23 @@ __Usage:__
 
 
 
+### Delete-featurestore-sample
+
+View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/delete-featurestore-sample.js).
+
+[![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/delete-featurestore-sample.js,samples/README.md)
+
+__Usage:__
+
+
+`node samples/delete-featurestore-sample.js`
+
+
+-----
+
+
+
+
 ### Delete-model
 
 View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/delete-model.js).
@@ -806,6 +830,23 @@ __Usage:__
 
 
 
+### Get-featurestore-sample
+
+View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/get-featurestore-sample.js).
+
+[![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/get-featurestore-sample.js,samples/README.md)
+
+__Usage:__
+
+
+`node samples/get-featurestore-sample.js`
+
+
+-----
+
+
+
+
 ### Get-hyperparameter-tuning-job
 
 View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/get-hyperparameter-tuning-job.js).
@@ -1231,6 +1272,57 @@ __Usage:__
 
 
 
+### List-featurestores-async-sample
+
+View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/list-featurestores-async-sample.js).
+
+[![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/list-featurestores-async-sample.js,samples/README.md)
+
+__Usage:__
+
+
+`node samples/list-featurestores-async-sample.js`
+
+
+-----
+
+
+
+
+### List-featurestores-sample
+
+View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/list-featurestores-sample.js).
+
+[![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/list-featurestores-sample.js,samples/README.md)
+
+__Usage:__
+
+
+`node samples/list-featurestores-sample.js`
+
+
+-----
+
+
+
+
+### List-featurestores-stream-sample
+
+View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/list-featurestores-stream-sample.js).
+
+[![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/list-featurestores-stream-sample.js,samples/README.md)
+
+__Usage:__
+
+
+`node samples/list-featurestores-stream-sample.js`
+
+
+-----
+
+
+
+
 ### List-model-evaluation-slices
 
 View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/list-model-evaluation-slices.js).
@@ -1418,6 +1510,40 @@ __Usage:__
 
 
 
+### Update-featurestore-fixed-nodes-sample
+
+View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/update-featurestore-fixed-nodes-sample.js).
+
+[![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/update-featurestore-fixed-nodes-sample.js,samples/README.md)
+
+__Usage:__
+
+
+`node samples/update-featurestore-fixed-nodes-sample.js`
+
+
+-----
+
+
+
+
+### Update-featurestore-sample
+
+View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/update-featurestore-sample.js).
+
+[![Open in Cloud Shell][shell_img]](https://console.cloud.google.com/cloudshell/open?git_repo=https://github.com/googleapis/nodejs-ai-platform&page=editor&open_in_editor=samples/update-featurestore-sample.js,samples/README.md)
+
+__Usage:__
+
+
+`node samples/update-featurestore-sample.js`
+
+
+-----
+
+
+
+
 ### Upload-model
 
 View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/upload-model.js).

samples/delete-featurestore-sample.js

@@ -0,0 +1,88 @@
+/*
+ * Copyright 2022 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.
+ */
+
+/*
+ * Deletes a single Featurestore.
+ * See https://cloud.google.com/vertex-ai/docs/featurestore/setup before running
+ * the code snippet
+ */
+
+'use strict';
+
+async function main(
+ project,
+ featurestoreId,
+ force = false,
+ location = 'us-central1',
+ apiEndpoint = 'us-central1-aiplatform.googleapis.com',
+ timeout = 60000
+) {
+ // [START aiplatform_delete_featurestore_sample]
+ /**
+ * TODO(developer): Uncomment these variables before running the sample.\
+ * (Not necessary if passing values as arguments)
+ */
+
+ // const project = 'YOUR_PROJECT_ID';
+ // const featurestoreId = 'YOUR_FEATURESTORE_ID';
+ // const force = <BOOLEAN>;
+ // const location = 'YOUR_PROJECT_LOCATION';
+ // const apiEndpoint = 'YOUR_API_ENDPOINT';
+ // const timeout = <TIMEOUT_IN_MILLI_SECONDS>;
+
+ // Imports the Google Cloud Featurestore Service Client library
+ const {FeaturestoreServiceClient} = require('@google-cloud/aiplatform').v1;
+
+ // Specifies the location of the api endpoint
+ const clientOptions = {
+ apiEndpoint: apiEndpoint,
+ };
+
+ // Instantiates a client
+ const featurestoreServiceClient = new FeaturestoreServiceClient(
+ clientOptions
+ );
+
+ async function deleteFeaturestore() {
+ // Configure the name resource
+ const name = `projects/${project}/locations/${location}/featurestores/${featurestoreId}`;
+
+ const request = {
+ name: name,
+ force: Boolean(force),
+ };
+
+ // Delete Featurestore request
+ const [operation] = await featurestoreServiceClient.deleteFeaturestore(
+ request,
+ {timeout: Number(timeout)}
+ );
+ const [response] = await operation.promise();
+
+ console.log('Delete featurestore response');
+ console.log('Raw response:');
+ console.log(JSON.stringify(response, null, 2));
+ }
+ deleteFeaturestore();
+ // [END aiplatform_delete_featurestore_sample]
+}
+
+process.on('unhandledRejection', err => {
+ console.error(err.message);
+ process.exitCode = 1;
+});
+
+main(...process.argv.slice(2));