Struct google_api_proto::google::cloud::aiplatform::v1beta1::ModelMonitoringObjectiveSpec

pub struct ModelMonitoringObjectiveSpec {
    pub explanation_spec: Option<ExplanationSpec>,
    pub baseline_dataset: Option<ModelMonitoringInput>,
    pub target_dataset: Option<ModelMonitoringInput>,
    pub objective: Option<Objective>,
}

Monitoring objectives spec.

Fields

explanation_spec: Option<ExplanationSpec>

The explanation spec. This spec is required when the objectives spec includes feature attribution objectives.

baseline_dataset: Option<ModelMonitoringInput>

Baseline dataset. It could be the training dataset or production serving dataset from a previous period.

target_dataset: Option<ModelMonitoringInput>

Target dataset.

objective: Option<Objective>

The monitoring objective.

Trait Implementations

impl Clone for ModelMonitoringObjectiveSpec

fn clone(&self) -> ModelMonitoringObjectiveSpec

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for ModelMonitoringObjectiveSpec

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

Formats the value using the given formatter.

impl Default for ModelMonitoringObjectiveSpec

fn default() -> Self

Returns the “default value” for a type.

impl Message for ModelMonitoringObjectiveSpec

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 ModelMonitoringObjectiveSpec

fn eq(&self, other: &ModelMonitoringObjectiveSpec) -> 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 StructuralPartialEq for ModelMonitoringObjectiveSpec