Struct gapi_grpc::google::cloud::aiplatform::v1beta1::model_monitoring_objective_config::TrainingDataset

pub struct TrainingDataset {
    pub data_format: String,
    pub target_field: String,
    pub logging_sampling_strategy: Option<SamplingStrategy>,
    pub data_source: Option<DataSource>,
}

Training Dataset information.

Fields

data_format: String

Data format of the dataset, only applicable if the input is from Google Cloud Storage. The possible formats are:

“tf-record” The source file is a TFRecord file.

“csv” The source file is a CSV file.

target_field: String

The target field name the model is to predict. This field will be excluded when doing Predict and (or) Explain for the training data.

logging_sampling_strategy: Option<SamplingStrategy>

Strategy to sample data from Training Dataset. If not set, we process the whole dataset.

data_source: Option<DataSource>

Trait Implementations

impl Clone for TrainingDataset

fn clone(&self) -> TrainingDataset

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for TrainingDataset

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

Formats the value using the given formatter.

impl Default for TrainingDataset

fn default() -> TrainingDataset

Returns the “default value” for a type.

impl Message for TrainingDataset

fn encode_raw<B>(&self, buf: &mut B) where
    B: BufMut, 

fn merge_field<B>(
    &mut self,
    tag: u32,
    wire_type: WireType,
    buf: &mut B,
    ctx: DecodeContext
) -> Result<(), DecodeError> where
    B: Buf, 

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.

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

Encodes the message to a buffer.

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

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

pub fn decode<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

Decodes an instance of the message from a buffer.

pub fn decode_length_delimited<B>(buf: B) -> Result<Self, DecodeError> where
    Self: Default,
    B: Buf, 

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

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

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

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

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

impl PartialEq<TrainingDataset> for TrainingDataset

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

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

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

This method tests for !=.

impl StructuralPartialEq for TrainingDataset