Struct google_api_proto::google::cloud::bigquery::v2::MlStatistics

pub struct MlStatistics {
    pub max_iterations: i64,
    pub iteration_results: Vec<IterationResult>,
    pub model_type: i32,
    pub training_type: i32,
    pub hparam_trials: Vec<HparamTuningTrial>,
}

Job statistics specific to a BigQuery ML training job.

Fields

max_iterations: i64

Output only. Maximum number of iterations specified as max_iterations in the ‘CREATE MODEL’ query. The actual number of iterations may be less than this number due to early stop.

iteration_results: Vec<IterationResult>

Results for all completed iterations. Empty for hyperparameter tuning jobs.

model_type: i32

Output only. The type of the model that is being trained.

training_type: i32

Output only. Training type of the job.

hparam_trials: Vec<HparamTuningTrial>

Output only. Trials of a hyperparameter tuning job sorted by trial_id.

Implementations

impl MlStatistics

pub fn model_type(&self) -> ModelType

Returns the enum value of model_type, or the default if the field is set to an invalid enum value.

pub fn set_model_type(&mut self, value: ModelType)

Sets model_type to the provided enum value.

pub fn training_type(&self) -> TrainingType

Returns the enum value of training_type, or the default if the field is set to an invalid enum value.

pub fn set_training_type(&mut self, value: TrainingType)

Sets training_type to the provided enum value.

Trait Implementations

impl Clone for MlStatistics

fn clone(&self) -> MlStatistics

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for MlStatistics

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

Formats the value using the given formatter.

impl Default for MlStatistics

fn default() -> Self

Returns the “default value” for a type.

impl Message for MlStatistics

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 MlStatistics

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