Struct GoogleCloudAiplatformV1BatchReadFeatureValuesRequest

pub struct GoogleCloudAiplatformV1BatchReadFeatureValuesRequest {
    pub destination: Option<GoogleCloudAiplatformV1FeatureValueDestination>,
    pub bigquery_read_instances: Option<GoogleCloudAiplatformV1BigQuerySource>,
    pub pass_through_fields: Option<Vec<GoogleCloudAiplatformV1BatchReadFeatureValuesRequestPassThroughField>>,
    pub csv_read_instances: Option<GoogleCloudAiplatformV1CsvSource>,
    pub start_time: Option<DateTime<Utc>>,
    pub entity_type_specs: Option<Vec<GoogleCloudAiplatformV1BatchReadFeatureValuesRequestEntityTypeSpec>>,
}

Request message for FeaturestoreService.BatchReadFeatureValues.

Activities

This type is used in activities, which are methods you may call on this type or where this type is involved in. The list links the activity name, along with information about where it is used (one of request and response).

• locations featurestores batch read feature values projects (request)

Fields

destination: Option<GoogleCloudAiplatformV1FeatureValueDestination>

Required. Specifies output location and format.

bigquery_read_instances: Option<GoogleCloudAiplatformV1BigQuerySource>

Similar to csv_read_instances, but from BigQuery source.

pass_through_fields: Option<Vec<GoogleCloudAiplatformV1BatchReadFeatureValuesRequestPassThroughField>>

When not empty, the specified fields in the *_read_instances source will be joined as-is in the output, in addition to those fields from the Featurestore Entity. For BigQuery source, the type of the pass-through values will be automatically inferred. For CSV source, the pass-through values will be passed as opaque bytes.

csv_read_instances: Option<GoogleCloudAiplatformV1CsvSource>

Each read instance consists of exactly one read timestamp and one or more entity IDs identifying entities of the corresponding EntityTypes whose Features are requested. Each output instance contains Feature values of requested entities concatenated together as of the read time. An example read instance may be foo_entity_id, bar_entity_id, 2020-01-01T10:00:00.123Z. An example output instance may be foo_entity_id, bar_entity_id, 2020-01-01T10:00:00.123Z, foo_entity_feature1_value, bar_entity_feature2_value. Timestamp in each read instance must be millisecond-aligned. csv_read_instances are read instances stored in a plain-text CSV file. The header should be: [ENTITY_TYPE_ID1], [ENTITY_TYPE_ID2], …, timestamp The columns can be in any order. Values in the timestamp column must use the RFC 3339 format, e.g. 2012-07-30T10:43:17.123Z.

start_time: Option<DateTime<Utc>>

Optional. Excludes Feature values with feature generation timestamp before this timestamp. If not set, retrieve oldest values kept in Feature Store. Timestamp, if present, must not have higher than millisecond precision.

entity_type_specs: Option<Vec<GoogleCloudAiplatformV1BatchReadFeatureValuesRequestEntityTypeSpec>>

Required. Specifies EntityType grouping Features to read values of and settings.

Trait Implementations

impl Clone for GoogleCloudAiplatformV1BatchReadFeatureValuesRequest

fn clone(&self) -> GoogleCloudAiplatformV1BatchReadFeatureValuesRequest

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for GoogleCloudAiplatformV1BatchReadFeatureValuesRequest

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for GoogleCloudAiplatformV1BatchReadFeatureValuesRequest

fn default() -> GoogleCloudAiplatformV1BatchReadFeatureValuesRequest

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudAiplatformV1BatchReadFeatureValuesRequest

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GoogleCloudAiplatformV1BatchReadFeatureValuesRequest

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl RequestValue for GoogleCloudAiplatformV1BatchReadFeatureValuesRequest