Struct Feature

#[non_exhaustive]
pub struct Feature {
    pub name: String,
    pub description: String,
    pub value_type: ValueType,
    pub create_time: Option<Timestamp>,
    pub update_time: Option<Timestamp>,
    pub labels: HashMap<String, String>,
    pub etag: String,
    pub disable_monitoring: bool,
    pub monitoring_stats_anomalies: Vec<MonitoringStatsAnomaly>,
    pub version_column_name: String,
    pub point_of_contact: String,
    /* private fields */
}

Feature Metadata information. For example, color is a feature that describes an apple.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

name: String

Immutable. Name of the Feature. Format: projects/{project}/locations/{location}/featurestores/{featurestore}/entityTypes/{entity_type}/features/{feature} projects/{project}/locations/{location}/featureGroups/{feature_group}/features/{feature}

The last part feature is assigned by the client. The feature can be up to 64 characters long and can consist only of ASCII Latin letters A-Z and a-z, underscore(_), and ASCII digits 0-9 starting with a letter. The value will be unique given an entity type.

description: String

Description of the Feature.

value_type: ValueType

Immutable. Only applicable for Vertex AI Feature Store (Legacy). Type of Feature value.

create_time: Option<Timestamp>

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was created.

update_time: Option<Timestamp>

Output only. Only applicable for Vertex AI Feature Store (Legacy). Timestamp when this EntityType was most recently updated.

labels: HashMap<String, String>

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

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 Feature (System labels are excluded).“ System reserved label keys are prefixed with “aiplatform.googleapis.com/” and are immutable.

etag: String

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

disable_monitoring: bool

Optional. Only applicable for Vertex AI Feature Store (Legacy). If not set, use the monitoring_config defined for the EntityType this Feature belongs to. Only Features with type (Feature.ValueType) BOOL, STRING, DOUBLE or INT64 can enable monitoring.

If set to true, all types of data monitoring are disabled despite the config on EntityType.

monitoring_stats_anomalies: Vec<MonitoringStatsAnomaly>

Output only. Only applicable for Vertex AI Feature Store (Legacy). The list of historical stats and anomalies with specified objectives.

version_column_name: String

Only applicable for Vertex AI Feature Store. The name of the BigQuery Table/View column hosting data for this version. If no value is provided, will use feature_id.

point_of_contact: String

Entity responsible for maintaining this feature. Can be comma separated list of email addresses or URIs.

Implementations

impl Feature

pub fn new() -> Self

pub fn set_name<T: Into<String>>(self, v: T) -> Self

Sets the value of name.

pub fn set_description<T: Into<String>>(self, v: T) -> Self

Sets the value of description.

pub fn set_value_type<T: Into<ValueType>>(self, v: T) -> Self

Sets the value of value_type.

pub fn set_create_time<T: Into<Option<Timestamp>>>(self, v: T) -> Self

Sets the value of create_time.

pub fn set_update_time<T: Into<Option<Timestamp>>>(self, v: T) -> Self

Sets the value of update_time.

pub fn set_labels<T, K, V>(self, v: T) -> Self

where T: IntoIterator<Item = (K, V)>, K: Into<String>, V: Into<String>,

Sets the value of labels.

pub fn set_etag<T: Into<String>>(self, v: T) -> Self

Sets the value of etag.

pub fn set_disable_monitoring<T: Into<bool>>(self, v: T) -> Self

Sets the value of disable_monitoring.

pub fn set_monitoring_stats_anomalies<T, V>(self, v: T) -> Self

where T: IntoIterator<Item = V>, V: Into<MonitoringStatsAnomaly>,

Sets the value of monitoring_stats_anomalies.

pub fn set_version_column_name<T: Into<String>>(self, v: T) -> Self

Sets the value of version_column_name.

pub fn set_point_of_contact<T: Into<String>>(self, v: T) -> Self

Sets the value of point_of_contact.

Trait Implementations

impl Clone for Feature

fn clone(&self) -> Feature

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for Feature

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

Formats the value using the given formatter.

impl Default for Feature

fn default() -> Feature

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for Feature

where Feature: Default,

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

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Message for Feature

fn typename() -> &'static str

The typename of this message.

impl PartialEq for Feature

fn eq(&self, other: &Feature) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl Serialize for Feature

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

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl StructuralPartialEq for Feature