Struct google_api_proto::google::cloud::aiplatform::v1beta1::ModelMonitoringStatsDataPoint

pub struct ModelMonitoringStatsDataPoint {
    pub current_stats: Option<TypedValue>,
    pub baseline_stats: Option<TypedValue>,
    pub threshold_value: f64,
    pub has_anomaly: bool,
    pub model_monitoring_job: String,
    pub schedule: String,
    pub create_time: Option<Timestamp>,
    pub algorithm: String,
}

Represents a single statistics data point.

Fields

current_stats: Option<TypedValue>

Statistics from current dataset.

baseline_stats: Option<TypedValue>

Statistics from baseline dataset.

threshold_value: f64

Threshold value.

has_anomaly: bool

Indicate if the statistics has anomaly.

model_monitoring_job: String

Model monitoring job resource name.

schedule: String

Schedule resource name.

create_time: Option<Timestamp>

Statistics create time.

algorithm: String

Algorithm used to calculated the metrics, eg: jensen_shannon_divergence, l_infinity.

Trait Implementations

impl Clone for ModelMonitoringStatsDataPoint

fn clone(&self) -> ModelMonitoringStatsDataPoint

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for ModelMonitoringStatsDataPoint

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

Formats the value using the given formatter.

impl Default for ModelMonitoringStatsDataPoint

fn default() -> Self

Returns the “default value” for a type.

impl Message for ModelMonitoringStatsDataPoint

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 ModelMonitoringStatsDataPoint

fn eq(&self, other: &ModelMonitoringStatsDataPoint) -> 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 ModelMonitoringStatsDataPoint