List online stores

You can retrieve a list of all the online store instances created for a specific location in your Google Cloud project, along with the online serving configuration for each online store.

Before you begin

Authenticate to Vertex AI, unless you've done so already.

Select the tab for how you plan to use the samples on this page:

Console

When you use the Google Cloud console to access Google Cloud services and APIs, you don't need to set up authentication.

REST

To use the REST API samples on this page in a local development environment, you use the credentials you provide to the gcloud CLI.

    Install the Google Cloud CLI, then initialize it by running the following command: 

    gcloud init

For more information, see Authenticate for using REST in the Google Cloud authentication documentation.

List online store instances

Use the following samples to retrieve a list of all the online store instances in your project for a specific location.

Console

Use the following instructions to view the list of online stores for a specific location using the Google Cloud console.

  1. In the Vertex AI section of the Google Cloud console, go to the Feature Store page.

    Go to the Feature Store page

  2. Click Online store.

  3. In the Online stores section, you can view the list of all the online stores for the selected location.

REST

To retrieve a list of all the FeatureOnlineStore resources in your project, send a GET request by using the featureOnlineStores.list method.

Before using any of the request data, make the following replacements:

  • LOCATION_ID: Region for which you want to view the list of online stores, such as us-central1.
  • PROJECT_ID: Your project ID.

HTTP method and URL: 

GET http://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureOnlineStores

To send your request, choose one of these options:

curl

Execute the following command: 

curl -X GET \
     -H "Authorization: Bearer $(gcloud auth print-access-token)" \
     "http://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureOnlineStores"

PowerShell

Execute the following command: 

$cred = gcloud auth print-access-token
$headers = @{ "Authorization" = "Bearer $cred" }

Invoke-WebRequest `
    -Method GET `
    -Headers $headers `
    -Uri "http://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureOnlineStores" | Select-Object -Expand Content

You should see output similar to the following. You can use the OPERATION_ID in the response to get the status of the operation.

{
  "featureOnlineStores": [
    {
      "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME_1",
      "createTime": "2023-09-06T23:25:04.256314Z",
      "updateTime": "2023-09-06T23:25:04.256314Z",
      "etag": "AMEw9yMgoV0bAsYuKwVxz4Y7lOmxV7riNVHg217KaQAKORqvdqGCrQ1DIt8yHgoGXf8=",
      "bigtable": {
        "autoScaling": {
          "minNodeCount": 1,
          "maxNodeCount": 4,
          "cpuUtilizationTarget": 70
        }
      }
    },
    {
      "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/featureOnlineStores/FEATUREONLINESTORE_NAME_2",
      "createTime": "2023-07-21T14:24:20.206446Z",
      "updateTime": "2023-07-21T14:24:20.206446Z",
      "etag": "AMEw9yPTfvIHvpFD-mbtMVKG4Sp_y08aDFZiZl4m_97VvC0YiyEVj-sbDo_NkVueeBo=",
      "bigtable": {
        "autoScaling": {
          "minNodeCount": 1,
          "maxNodeCount": 4,
          "cpuUtilizationTarget": 70
        }
      }
    }
  ]
}

What's next