Resource: FeatureGroup
Vertex AI feature Group.
name
string
Identifier. name of the FeatureGroup. Format: projects/{project}/locations/{location}/featureGroups/{featureGroup}
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"
.
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:
Indicates that features for this group come from BigQuery Table/View. By default treats the source as a sparse time series source. The BigQuery source table or view must have at least one entity id column and a column named feature_timestamp
.
JSON representation |
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{ "name": string, "createTime": string, "updateTime": string, "etag": string, "labels": { string: string, ... }, "description": string, // Union field |
BigQuery
Input source type for BigQuery Tables and Views.
Required. Immutable. The BigQuery source URI that points to either a BigQuery Table or View.
staticDataSource
boolean
Optional. Set if the data source is not a time-series.
dense
boolean
Optional. If set, all feature values will be fetched from a single row per unique entityId including nulls. If not set, will collapse all rows for each unique entityId into a singe row with any non-null values if present, if no non-null values are present will sync null. ex: If source has schema (entityId, feature_timestamp, f0, f1)
and the following rows: (e1, 2020-01-01T10:00:00.123Z, 10, 15)
(e1, 2020-02-01T10:00:00.123Z, 20, null)
If dense is set, (e1, 20, null)
is synced to online stores. If dense is not set, (e1, 20, 15)
is synced to online stores.
JSON representation |
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{
"bigQuerySource": {
object ( |
Methods |
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Creates a new FeatureGroup in a given project and location. |
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Deletes a single FeatureGroup. |
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Gets details of a single FeatureGroup. |
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Lists FeatureGroups in a given project and location. |
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Updates the parameters of a single FeatureGroup. |