Struct GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset

pub struct GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset {
    pub data_format: Option<String>,
    pub gcs_source: Option<GoogleCloudAiplatformV1GcsSource>,
    pub logging_sampling_strategy: Option<GoogleCloudAiplatformV1SamplingStrategy>,
    pub bigquery_source: Option<GoogleCloudAiplatformV1BigQuerySource>,
    pub dataset: Option<String>,
    pub target_field: Option<String>,
}

Training Dataset information.

This type is not used in any activity, and only used as part of another schema.

Fields

data_format: Option<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. “jsonl” The source file is a JSONL file.

gcs_source: Option<GoogleCloudAiplatformV1GcsSource>

The Google Cloud Storage uri of the unmanaged Dataset used to train this Model.

logging_sampling_strategy: Option<GoogleCloudAiplatformV1SamplingStrategy>

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

bigquery_source: Option<GoogleCloudAiplatformV1BigQuerySource>

The BigQuery table of the unmanaged Dataset used to train this Model.

dataset: Option<String>

The resource name of the Dataset used to train this Model.

target_field: Option<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.

Trait Implementations

impl Clone for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset

fn clone( &self, ) -> GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset

Returns a duplicate of the value.

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

Performs copy-assignment from source.

impl Debug for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset

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

Formats the value using the given formatter.

impl Default for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset

fn default() -> GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset

Returns the “default value” for a type.

impl<'de> Deserialize<'de> for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset

fn deserialize<__D>(__deserializer: __D) -> Result<Self, __D::Error>

where __D: Deserializer<'de>,

Deserialize this value from the given Serde deserializer.

impl Serialize for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset

fn serialize<__S>(&self, __serializer: __S) -> Result<__S::Ok, __S::Error>

where __S: Serializer,

Serialize this value into the given Serde serializer.

impl Part for GoogleCloudAiplatformV1ModelMonitoringObjectiveConfigTrainingDataset