feat(samples): add feature values apis samples (#341)

* added create-featurestore-sample.js and create-featurestore-sample.test.js

* feat(samples): added createFeaturestore sample (#313)

* feat(samples): added remaining featurestore samples (#313)

* removed the extraneous files

* feat(samples): add feature-values apis samples (#313)

* feat(samples): add feature values apis samples (#313)

* 🦉 Updates from OwlBot post-processor

See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md

* feat(samples): update dependency featurevalues apis (#313)

* 🦉 Updates from OwlBot post-processor

See https://github.com/googleapis/repo-automation-bots/blob/main/packages/owl-bot/README.md

Co-authored-by: Owl Bot <gcf-owl-bot[bot]@users.noreply.github.com>
Co-authored-by: junkourata <102059808+junkourata@users.noreply.github.com>

packages/google-cloud-aiplatform/README.md

@@ -78,6 +78,7 @@ Samples are in the [`samples/`](https://github.com/googleapis/nodejs-ai-platform
 | Sample                      | Source Code                       | Try it |
 | --------------------------- | --------------------------------- | ------ |
 | Batch-create-features-sample | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/batch-create-features-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/batch-create-features-sample.js,samples/README.md) |
+| Batch-read-feature-values-sample | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/batch-read-feature-values-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/batch-read-feature-values-sample.js,samples/README.md) |
 | Cancel-batch-prediction-job | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/cancel-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/cancel-batch-prediction-job.js,samples/README.md) |
 | Cancel-custom-job | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/cancel-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/cancel-custom-job.js,samples/README.md) |
 | Create-batch-prediction-job-text-classification | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/create-batch-prediction-job-text-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/create-batch-prediction-job-text-classification.js,samples/README.md) |
@@ -121,6 +122,8 @@ Samples are in the [`samples/`](https://github.com/googleapis/nodejs-ai-platform
 | 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-feature-values-sample | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/export-feature-values-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/export-feature-values-sample.js,samples/README.md) |
+| Export-feature-values-snapshot-sample | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/export-feature-values-snapshot-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/export-feature-values-snapshot-sample.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) |
@@ -152,6 +155,7 @@ Samples are in the [`samples/`](https://github.com/googleapis/nodejs-ai-platform
 | Import-data-video-classification | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/import-data-video-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/import-data-video-classification.js,samples/README.md) |
 | 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) |
+| Import-feature-values-sample | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/import-feature-values-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/import-feature-values-sample.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-entity-types-async-sample | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/list-entity-types-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-entity-types-async-sample.js,samples/README.md) |
 | List-entity-types-sample | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/list-entity-types-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-entity-types-sample.js,samples/README.md) |
@@ -172,6 +176,7 @@ Samples are in the [`samples/`](https://github.com/googleapis/nodejs-ai-platform
 | Predict-text-entity-extraction | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/predict-text-entity-extraction.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-entity-extraction.js,samples/README.md) |
 | 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) |
+| Read-feature-values-sample | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/read-feature-values-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/read-feature-values-sample.js,samples/README.md) |
 | Search-features-async-sample | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/search-features-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/search-features-async-sample.js,samples/README.md) |
 | Search-features-sample | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/search-features-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/search-features-sample.js,samples/README.md) |
 | Search-features-stream-sample | [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/search-features-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/search-features-stream-sample.js,samples/README.md) |

packages/google-cloud-aiplatform/samples/README.md

@@ -16,6 +16,7 @@ machine learning development lifecycle.
 * [Before you begin](#before-you-begin)
 * [Samples](#samples)
   * [Batch-create-features-sample](#batch-create-features-sample)
+  * [Batch-read-feature-values-sample](#batch-read-feature-values-sample)
   * [Cancel-batch-prediction-job](#cancel-batch-prediction-job)
   * [Cancel-custom-job](#cancel-custom-job)
   * [Create-batch-prediction-job-text-classification](#create-batch-prediction-job-text-classification)
@@ -59,6 +60,8 @@ machine learning development lifecycle.
   * [Delete-model](#delete-model)
   * [Deploy-model-custom-trained-model](#deploy-model-custom-trained-model)
   * [Deploy-model](#deploy-model)
+  * [Export-feature-values-sample](#export-feature-values-sample)
+  * [Export-feature-values-snapshot-sample](#export-feature-values-snapshot-sample)
   * [Export-model-tabular-classification](#export-model-tabular-classification)
   * [Export-model](#export-model)
   * [Get-batch-prediction-job](#get-batch-prediction-job)
@@ -90,6 +93,7 @@ machine learning development lifecycle.
   * [Import-data-video-classification](#import-data-video-classification)
   * [Import-data-video-object-tracking](#import-data-video-object-tracking)
   * [Import-data](#import-data)
+  * [Import-feature-values-sample](#import-feature-values-sample)
   * [List-endpoints](#list-endpoints)
   * [List-entity-types-async-sample](#list-entity-types-async-sample)
   * [List-entity-types-sample](#list-entity-types-sample)
@@ -110,6 +114,7 @@ machine learning development lifecycle.
   * [Predict-text-entity-extraction](#predict-text-entity-extraction)
   * [Predict-text-sentiment-analysis](#predict-text-sentiment-analysis)
   * [Quickstart](#quickstart)
+  * [Read-feature-values-sample](#read-feature-values-sample)
   * [Search-features-async-sample](#search-features-async-sample)
   * [Search-features-sample](#search-features-sample)
   * [Search-features-stream-sample](#search-features-stream-sample)
@@ -153,6 +158,23 @@ __Usage:__
 
 
 
+### Batch-read-feature-values-sample
+
+View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/batch-read-feature-values-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/batch-read-feature-values-sample.js,samples/README.md)
+
+__Usage:__
+
+
+`node samples/batch-read-feature-values-sample.js`
+
+
+-----
+
+
+
+
 ### Cancel-batch-prediction-job
 
 View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/cancel-batch-prediction-job.js).
@@ -884,6 +906,40 @@ __Usage:__
 
 
 
+### Export-feature-values-sample
+
+View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/export-feature-values-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/export-feature-values-sample.js,samples/README.md)
+
+__Usage:__
+
+
+`node samples/export-feature-values-sample.js`
+
+
+-----
+
+
+
+
+### Export-feature-values-snapshot-sample
+
+View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/export-feature-values-snapshot-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/export-feature-values-snapshot-sample.js,samples/README.md)
+
+__Usage:__
+
+
+`node samples/export-feature-values-snapshot-sample.js`
+
+
+-----
+
+
+
+
 ### Export-model-tabular-classification
 
 View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/export-model-tabular-classification.js).
@@ -1411,6 +1467,23 @@ __Usage:__
 
 
 
+### Import-feature-values-sample
+
+View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/import-feature-values-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/import-feature-values-sample.js,samples/README.md)
+
+__Usage:__
+
+
+`node samples/import-feature-values-sample.js`
+
+
+-----
+
+
+
+
 ### List-endpoints
 
 View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/list-endpoints.js).
@@ -1751,6 +1824,23 @@ __Usage:__
 
 
 
+### Read-feature-values-sample
+
+View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/read-feature-values-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/read-feature-values-sample.js,samples/README.md)
+
+__Usage:__
+
+
+`node samples/read-feature-values-sample.js`
+
+
+-----
+
+
+
+
 ### Search-features-async-sample
 
 View the [source code](https://github.com/googleapis/nodejs-ai-platform/blob/main/samples/search-features-async-sample.js).

packages/google-cloud-aiplatform/samples/package.json

@@ -14,7 +14,8 @@
   },
   "dependencies": {
     "@google-cloud/aiplatform": "^2.1.0",
-    "@google-cloud/storage": "^5.5.0"
+    "@google-cloud/storage": "^5.5.0",
+    "@google-cloud/bigquery": "^6.0.0"
   },
   "devDependencies": {
     "chai": "^4.2.0",