public sealed class TrainingDataset : IMessage<ModelMonitoringObjectiveConfig.Types.TrainingDataset>, IEquatable<ModelMonitoringObjectiveConfig.Types.TrainingDataset>, IDeepCloneable<ModelMonitoringObjectiveConfig.Types.TrainingDataset>, IBufferMessage, IMessage
Training Dataset information.
Implements
IMessage<ModelMonitoringObjectiveConfig.Types.TrainingDataset>, IEquatable<ModelMonitoringObjectiveConfig.Types.TrainingDataset>, IDeepCloneable<ModelMonitoringObjectiveConfig.Types.TrainingDataset>, IBufferMessage, IMessageNamespace
Google.Cloud.AIPlatform.V1Assembly
Google.Cloud.AIPlatform.V1.dll
Constructors
TrainingDataset()
public TrainingDataset()
TrainingDataset(ModelMonitoringObjectiveConfig.Types.TrainingDataset)
public TrainingDataset(ModelMonitoringObjectiveConfig.Types.TrainingDataset other)
Parameter | |
---|---|
Name | Description |
other | ModelMonitoringObjectiveConfig.Types.TrainingDataset |
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 |
Dataset
public string Dataset { get; set; }
The resource name of the Dataset used to train this Model.
Property Value | |
---|---|
Type | Description |
String |
DataSourceCase
public ModelMonitoringObjectiveConfig.Types.TrainingDataset.DataSourceOneofCase DataSourceCase { get; }
Property Value | |
---|---|
Type | Description |
ModelMonitoringObjectiveConfig.Types.TrainingDataset.DataSourceOneofCase |
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 |
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 |