Class: Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringInputModelMonitoringDataset

Inherits:
Object
  • Object
show all
Includes:
Core::Hashable, Core::JsonObjectSupport
Defined in:
lib/google/apis/aiplatform_v1beta1/classes.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb,
lib/google/apis/aiplatform_v1beta1/representations.rb

Overview

Input dataset spec.

Instance Attribute Summary collapse

Instance Method Summary collapse

Constructor Details

#initialize(**args) ⇒ GoogleCloudAiplatformV1beta1ModelMonitoringInputModelMonitoringDataset

Returns a new instance of GoogleCloudAiplatformV1beta1ModelMonitoringInputModelMonitoringDataset.



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16673

def initialize(**args)
   update!(**args)
end

Instance Attribute Details

#bigquery_source ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringInputModelMonitoringDatasetModelMonitoringBigQuerySource

Dataset spec for data sotred in BigQuery. Corresponds to the JSON property bigquerySource

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16656

def bigquery_source
  @bigquery_source
end

#gcs_source ⇒ Google::Apis::AiplatformV1beta1::GoogleCloudAiplatformV1beta1ModelMonitoringInputModelMonitoringDatasetModelMonitoringGcsSource

Dataset spec for data stored in Google Cloud Storage. Corresponds to the JSON property gcsSource

Returns:



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16661

def gcs_source
  @gcs_source
end

#timestamp_field ⇒ String

The timestamp field. Usually for serving data. Corresponds to the JSON property timestampField

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16666

def timestamp_field
  @timestamp_field
end

#vertex_dataset ⇒ String

Resource name of the Vertex AI managed dataset. Corresponds to the JSON property vertexDataset

Returns:

  • (String) 


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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16671

def vertex_dataset
  @vertex_dataset
end

Instance Method Details

#update!(**args) ⇒ Object

Update properties of this object



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# File 'lib/google/apis/aiplatform_v1beta1/classes.rb', line 16678

def update!(**args)
  @bigquery_source = args[:bigquery_source] if args.key?(:bigquery_source)
  @gcs_source = args[:gcs_source] if args.key?(:gcs_source)
  @timestamp_field = args[:timestamp_field] if args.key?(:timestamp_field)
  @vertex_dataset = args[:vertex_dataset] if args.key?(:vertex_dataset)
end