Cloud AI Platform v1 API - Class ModelMonitoringObjectiveConfig.Types.TrainingDataset (2.27.0)

public sealed class ModelMonitoringObjectiveConfig.Types.TrainingDataset : IMessage<ModelMonitoringObjectiveConfig.Types.TrainingDataset>, IEquatable<ModelMonitoringObjectiveConfig.Types.TrainingDataset>, IDeepCloneable<ModelMonitoringObjectiveConfig.Types.TrainingDataset>, IBufferMessage, IMessage

Reference documentation and code samples for the Cloud AI Platform v1 API class ModelMonitoringObjectiveConfig.Types.TrainingDataset.

Training Dataset information.

Inheritance

object > ModelMonitoringObjectiveConfig.Types.TrainingDataset

Implements

IMessage ModelMonitoringObjectiveConfig Types TrainingDataset, IEquatable ModelMonitoringObjectiveConfig Types TrainingDataset, IDeepCloneable ModelMonitoringObjectiveConfig Types TrainingDataset, IBufferMessage, IMessage

Inherited Members

object.GetHashCode()

object.GetType()

object.ToString()

Namespace

Google.Cloud.AIPlatform.V1

Assembly

Google.Cloud.AIPlatform.V1.dll

Constructors

TrainingDataset()

public TrainingDataset()

TrainingDataset(TrainingDataset)

public TrainingDataset(ModelMonitoringObjectiveConfig.Types.TrainingDataset other)

Parameter
Name	Description
`other`	`ModelMonitoringObjectiveConfigTypesTrainingDataset`

Properties

BigquerySource

public BigQuerySource BigquerySource { get; set; }

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

Property Value
Type	Description
`BigQuerySource`

DataFormat

public string DataFormat { get; set; }

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.

Property Value
Type	Description
`string`

DataSourceCase

public ModelMonitoringObjectiveConfig.Types.TrainingDataset.DataSourceOneofCase DataSourceCase { get; }

Property Value
Type	Description
`ModelMonitoringObjectiveConfigTypesTrainingDatasetDataSourceOneofCase`

Dataset

public string Dataset { get; set; }

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

Property Value
Type	Description
`string`

GcsSource

public GcsSource GcsSource { get; set; }

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

Property Value
Type	Description
`GcsSource`

HasDataset

public bool HasDataset { get; }

Gets whether the "dataset" field is set

Property Value
Type	Description
`bool`

LoggingSamplingStrategy

public SamplingStrategy LoggingSamplingStrategy { get; set; }

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

Property Value
Type	Description
`SamplingStrategy`

TargetField

public string TargetField { get; set; }

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

Property Value
Type	Description
`string`