REST Resource: projects.locations.featureGroups

Resource: FeatureGroup

Vertex AI feature Group.

JSON representation
{
  "name": string,
  "createTime": string,
  "updateTime": string,
  "etag": string,
  "labels": {
    string: string,
    ...
  },
  "description": string,

  // Union field source can be only one of the following:
  "bigQuery": {
    object (BigQuery)
  }
  // End of list of possible types for union field source.
}
Fields
name

string

Identifier. name of the FeatureGroup. Format: projects/{project}/locations/{location}/featureGroups/{featureGroup}

createTime

string (Timestamp format)

Output only. timestamp when this FeatureGroup was created.

A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: "2014-10-02T15:01:23Z" and "2014-10-02T15:01:23.045123456Z".

updateTime

string (Timestamp format)

Output only. timestamp when this FeatureGroup was last updated.

A timestamp in RFC3339 UTC "Zulu" format, with nanosecond resolution and up to nine fractional digits. Examples: "2014-10-02T15:01:23Z" and "2014-10-02T15:01:23.045123456Z".

etag

string

Optional. Used to perform consistent read-modify-write updates. If not set, a blind "overwrite" update happens.

labels

map (key: string, value: string)

Optional. The labels with user-defined metadata to organize your FeatureGroup.

label keys and values can be no longer than 64 characters (Unicode codepoints), can only contain lowercase letters, numeric characters, underscores and dashes. International characters are allowed.

See https://goo.gl/xmQnxf for more information on and examples of labels. No more than 64 user labels can be associated with one FeatureGroup(System labels are excluded)." System reserved label keys are prefixed with "aiplatform.googleapis.com/" and are immutable.

description

string

Optional. description of the FeatureGroup.

Union field source.

source can be only one of the following:

bigQuery

object (BigQuery)

Indicates that features for this group come from BigQuery Table/View. By default treats the source as a sparse time series source, which is required to have an entityId and a feature_timestamp column in the source.

BigQuery

Input source type for BigQuery Tables and Views.

JSON representation
{
  "bigQuerySource": {
    object (BigQuerySource)
  },
  "entityIdColumns": [
    string
  ]
}
Fields
bigQuerySource

object (BigQuerySource)

Required. Immutable. The BigQuery source URI that points to either a BigQuery Table or View.

entityIdColumns[]

string

Optional. columns to construct entityId / row keys. If not provided defaults to entityId.

Methods

create

Creates a new FeatureGroup in a given project and location.

delete

Deletes a single FeatureGroup.

get

Gets details of a single FeatureGroup.

list

Lists FeatureGroups in a given project and location.

patch

Updates the parameters of a single FeatureGroup.