Struct google_api_proto::google::cloud::aiplatform::v1::FeaturestoreMonitoringConfig

pub struct FeaturestoreMonitoringConfig {
    pub snapshot_analysis: Option<SnapshotAnalysis>,
    pub import_features_analysis: Option<ImportFeaturesAnalysis>,
    pub numerical_threshold_config: Option<ThresholdConfig>,
    pub categorical_threshold_config: Option<ThresholdConfig>,
}

Configuration of how features in Featurestore are monitored.

Fields

snapshot_analysis: Option<SnapshotAnalysis>

The config for Snapshot Analysis Based Feature Monitoring.

import_features_analysis: Option<ImportFeaturesAnalysis>

The config for ImportFeatures Analysis Based Feature Monitoring.

numerical_threshold_config: Option<ThresholdConfig>

Threshold for numerical features of anomaly detection. This is shared by all objectives of Featurestore Monitoring for numerical features (i.e. Features with type ([Feature.ValueType][google.cloud.aiplatform.v1.Feature.ValueType]) DOUBLE or INT64).

categorical_threshold_config: Option<ThresholdConfig>

Threshold for categorical features of anomaly detection. This is shared by all types of Featurestore Monitoring for categorical features (i.e. Features with type ([Feature.ValueType][google.cloud.aiplatform.v1.Feature.ValueType]) BOOL or STRING).

Trait Implementations

impl Clone for FeaturestoreMonitoringConfig

fn clone(&self) -> FeaturestoreMonitoringConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for FeaturestoreMonitoringConfig

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

Formats the value using the given formatter.

impl Default for FeaturestoreMonitoringConfig

fn default() -> Self

Returns the “default value” for a type.

impl Message for FeaturestoreMonitoringConfig

fn encoded_len(&self) -> usize

Returns the encoded length of the message without a length delimiter.

fn clear(&mut self)

Clears the message, resetting all fields to their default.

fn encode(&self, buf: &mut impl BufMut) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message to a buffer.

fn encode_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message to a newly allocated buffer.

fn encode_length_delimited( &self, buf: &mut impl BufMut, ) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message with a length-delimiter to a buffer.

fn encode_length_delimited_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message with a length-delimiter to a newly allocated buffer.

fn decode(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes an instance of the message from a buffer.

fn decode_length_delimited(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes a length-delimited instance of the message from the buffer.

fn merge(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes an instance of the message from a buffer, and merges it into self.

fn merge_length_delimited(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes a length-delimited instance of the message from buffer, and merges it into self.

impl PartialEq for FeaturestoreMonitoringConfig

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

This method tests for self and other values to be equal, and is used by ==.

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

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

impl Copy for FeaturestoreMonitoringConfig

impl StructuralPartialEq for FeaturestoreMonitoringConfig