Class: Google::Cloud::AIPlatform::V1::InputDataConfig

Inherits:

Object

• Object
• Google::Cloud::AIPlatform::V1::InputDataConfig

Extended by:

Protobuf::MessageExts::ClassMethods

Includes:

Protobuf::MessageExts

Defined in:

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

Overview

Specifies Vertex AI owned input data to be used for training, and possibly evaluating, the Model.

Instance Attribute Summary

• #annotation_schema_uri ⇒ ::String

  Applicable only to custom training with Datasets that have DataItems and Annotations.

• #annotations_filter ⇒ ::String

  Applicable only to Datasets that have DataItems and Annotations.

• #bigquery_destination ⇒ ::Google::Cloud::AIPlatform::V1::BigQueryDestination

  Only applicable to custom training with tabular Dataset with BigQuery source.

• #dataset_id ⇒ ::String

  Required.

• #filter_split ⇒ ::Google::Cloud::AIPlatform::V1::FilterSplit

  Split based on the provided filters for each set.

• #fraction_split ⇒ ::Google::Cloud::AIPlatform::V1::FractionSplit

  Split based on fractions defining the size of each set.

• #gcs_destination ⇒ ::Google::Cloud::AIPlatform::V1::GcsDestination

  The Cloud Storage location where the training data is to be written to.

• #persist_ml_use_assignment ⇒ ::Boolean

  Whether to persist the ML use assignment to data item system labels.

• #predefined_split ⇒ ::Google::Cloud::AIPlatform::V1::PredefinedSplit

  Supported only for tabular Datasets.

• #saved_query_id ⇒ ::String

  Only applicable to Datasets that have SavedQueries.

• #stratified_split ⇒ ::Google::Cloud::AIPlatform::V1::StratifiedSplit

  Supported only for tabular Datasets.

• #timestamp_split ⇒ ::Google::Cloud::AIPlatform::V1::TimestampSplit

  Supported only for tabular Datasets.

Instance Attribute Details

#annotation_schema_uri ⇒ ::String

# File 'proto_docs/google/cloud/aiplatform/v1/training_pipeline.rb', line 290

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

#annotations_filter ⇒ ::String

# File 'proto_docs/google/cloud/aiplatform/v1/training_pipeline.rb', line 290

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

#bigquery_destination ⇒ ::Google::Cloud::AIPlatform::V1::BigQueryDestination

# File 'proto_docs/google/cloud/aiplatform/v1/training_pipeline.rb', line 290

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

#dataset_id ⇒ ::String

# File 'proto_docs/google/cloud/aiplatform/v1/training_pipeline.rb', line 290

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

#filter_split ⇒ ::Google::Cloud::AIPlatform::V1::FilterSplit

# File 'proto_docs/google/cloud/aiplatform/v1/training_pipeline.rb', line 290

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

#fraction_split ⇒ ::Google::Cloud::AIPlatform::V1::FractionSplit

# File 'proto_docs/google/cloud/aiplatform/v1/training_pipeline.rb', line 290

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

#gcs_destination ⇒ ::Google::Cloud::AIPlatform::V1::GcsDestination

# File 'proto_docs/google/cloud/aiplatform/v1/training_pipeline.rb', line 290

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

#persist_ml_use_assignment ⇒ ::Boolean

# File 'proto_docs/google/cloud/aiplatform/v1/training_pipeline.rb', line 290

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

#predefined_split ⇒ ::Google::Cloud::AIPlatform::V1::PredefinedSplit

# File 'proto_docs/google/cloud/aiplatform/v1/training_pipeline.rb', line 290

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

#saved_query_id ⇒ ::String

# File 'proto_docs/google/cloud/aiplatform/v1/training_pipeline.rb', line 290

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

#stratified_split ⇒ ::Google::Cloud::AIPlatform::V1::StratifiedSplit

# File 'proto_docs/google/cloud/aiplatform/v1/training_pipeline.rb', line 290

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

#timestamp_split ⇒ ::Google::Cloud::AIPlatform::V1::TimestampSplit

# File 'proto_docs/google/cloud/aiplatform/v1/training_pipeline.rb', line 290

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