Class: Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::TrainingDataset

Inherits:

Object

• Object
• Google::Cloud::AIPlatform::V1::ModelMonitoringObjectiveConfig::TrainingDataset

Extended by:

Protobuf::MessageExts::ClassMethods

Includes:

Protobuf::MessageExts

Defined in:

proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb

Overview

Training Dataset information.

Instance Attribute Summary

• #bigquery_source ⇒ ::Google::Cloud::AIPlatform::V1::BigQuerySource

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

• #data_format ⇒ ::String

  Data format of the dataset, only applicable if the input is from Google Cloud Storage.

• #dataset ⇒ ::String

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

• #gcs_source ⇒ ::Google::Cloud::AIPlatform::V1::GcsSource

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

• #logging_sampling_strategy ⇒ ::Google::Cloud::AIPlatform::V1::SamplingStrategy

  Strategy to sample data from Training Dataset.

• #target_field ⇒ ::String

  The target field name the model is to predict.

Instance Attribute Details

#bigquery_source ⇒ ::Google::Cloud::AIPlatform::V1::BigQuerySource

# File 'proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb', line 77

class TrainingDataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#data_format ⇒ ::String

# File 'proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb', line 77

class TrainingDataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#dataset ⇒ ::String

# File 'proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb', line 77

class TrainingDataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#gcs_source ⇒ ::Google::Cloud::AIPlatform::V1::GcsSource

# File 'proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb', line 77

class TrainingDataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#logging_sampling_strategy ⇒ ::Google::Cloud::AIPlatform::V1::SamplingStrategy

# File 'proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb', line 77

class TrainingDataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end

#target_field ⇒ ::String

# File 'proto_docs/google/cloud/aiplatform/v1/model_monitoring.rb', line 77

class TrainingDataset
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods
end