List feature groups

You can retrieve a list of all the feature groups created for a specific location in your Google Cloud project, along with the URI of the BigQuery source table or view associated with each feature group.

Use the following samples to retrieve a list of all feature groups for a specific location in your project.

Console

Use the following instructions to view the list of feature groups 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. In the Feature groups section, you can view the list of all the feature groups for the selected location.

REST

To retrieve a list of all the FeatureGroup resources for a specific location in your project, send a GET request by using the featureGroups.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 feature groups, such as us-central1.
  • PROJECT_ID: Your project ID.

HTTP method and URL: 

GET https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureGroups

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)" \
     "https://LOCATION_ID-aiplatform.googleapis.com/v1/projects/PROJECT_ID/locations/LOCATION_ID/featureGroups"

PowerShell

Execute the following command: 

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

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

You should receive a JSON response similar to the following:

{
  "featureGroups": [
    {
      "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/featureGroups/FEATURE_GROUP_NAME_1",
      "createTime": "2023-09-07T00:57:00.142639Z",
      "updateTime": "2023-09-07T00:57:00.142639Z",
      "etag": "AMEw9yOY0byP8qKsDY0DoZyouAtX23zDru2l422C0affZZPYNFOGgIrONELNrM49uH4=",
      "bigQuery": {
        "bigQuerySource": {
          "inputUri": "BIGQUERY_URI_1"
        }
      }
    },
    {
      "name": "projects/PROJECT_NUMBER/locations/LOCATION_ID/featureGroups/FEATURE_GROUP_NAME_2",
      "createTime": "2023-09-06T23:14:30.795502Z",
      "updateTime": "2023-09-06T23:14:30.795502Z",
      "etag": "AMEw9yO5UfrPWobGR2Ry-PnbJUQoklW5lX0uW4JmKqj6OgQui6p-rMdUHfuENpQjbJ3t",
      "bigQuery": {
        "bigQuerySource": {
          "inputUri": "BIGQUERY_URI_2"
        }
      }
    }
  ]
}

What's next