Struct google_api_proto::google::cloud::aiplatform::v1beta1::ModelMonitoringConfig

pub struct ModelMonitoringConfig {
    pub objective_configs: Vec<ModelMonitoringObjectiveConfig>,
    pub alert_config: Option<ModelMonitoringAlertConfig>,
    pub analysis_instance_schema_uri: String,
    pub stats_anomalies_base_directory: Option<GcsDestination>,
}

The model monitoring configuration used for Batch Prediction Job.

Fields

objective_configs: Vec<ModelMonitoringObjectiveConfig>

Model monitoring objective config.

alert_config: Option<ModelMonitoringAlertConfig>

Model monitoring alert config.

analysis_instance_schema_uri: String

YAML schema file uri in Cloud Storage describing the format of a single instance that you want Tensorflow Data Validation (TFDV) to analyze.

If there are any data type differences between predict instance and TFDV instance, this field can be used to override the schema. For models trained with Vertex AI, this field must be set as all the fields in predict instance formatted as string.

stats_anomalies_base_directory: Option<GcsDestination>

A Google Cloud Storage location for batch prediction model monitoring to dump statistics and anomalies. If not provided, a folder will be created in customer project to hold statistics and anomalies.

Trait Implementations

impl Clone for ModelMonitoringConfig

fn clone(&self) -> ModelMonitoringConfig

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for ModelMonitoringConfig

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

Formats the value using the given formatter.

impl Default for ModelMonitoringConfig

fn default() -> Self

Returns the “default value” for a type.

impl Message for ModelMonitoringConfig

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 ModelMonitoringConfig

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