Class: Google::Cloud::AIPlatform::V1::FeatureGroup::BigQuery

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/aiplatform/v1/feature_group.rb

Overview

Input source type for BigQuery Tables and Views.

Defined Under Namespace

Classes: TimeSeries

Instance Attribute Summary collapse

Instance Attribute Details

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

Returns Required. Immutable. The BigQuery source URI that points to either a BigQuery Table or View.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/feature_group.rb', line 97

class BigQuery
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # @!attribute [rw] timestamp_column
  #   @return [::String]
  #     Optional. Column hosting timestamp values for a time-series source.
  #     Will be used to determine the latest `feature_values` for each entity.
  #     Optional. If not provided, column named `feature_timestamp` of
  #     type `TIMESTAMP` will be used.
  class TimeSeries
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#dense ⇒ ::Boolean

Returns Optional. If set, all feature values will be fetched from a single row per unique entityId including nulls. If not set, will collapse all rows for each unique entityId into a singe row with any non-null values if present, if no non-null values are present will sync null. ex: If source has schema (entity_id, feature_timestamp, f0, f1) and the following rows: (e1, 2020-01-01T10:00:00.123Z, 10, 15) (e1, 2020-02-01T10:00:00.123Z, 20, null) If dense is set, (e1, 20, null) is synced to online stores. If dense is not set, (e1, 20, 15) is synced to online stores.

Returns:

  • (::Boolean) —

    Optional. If set, all feature values will be fetched from a single row per unique entityId including nulls. If not set, will collapse all rows for each unique entityId into a singe row with any non-null values if present, if no non-null values are present will sync null. ex: If source has schema (entity_id, feature_timestamp, f0, f1) and the following rows: (e1, 2020-01-01T10:00:00.123Z, 10, 15) (e1, 2020-02-01T10:00:00.123Z, 20, null) If dense is set, (e1, 20, null) is synced to online stores. If dense is not set, (e1, 20, 15) is synced to online stores.



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# File 'proto_docs/google/cloud/aiplatform/v1/feature_group.rb', line 97

class BigQuery
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # @!attribute [rw] timestamp_column
  #   @return [::String]
  #     Optional. Column hosting timestamp values for a time-series source.
  #     Will be used to determine the latest `feature_values` for each entity.
  #     Optional. If not provided, column named `feature_timestamp` of
  #     type `TIMESTAMP` will be used.
  class TimeSeries
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#entity_id_columns ⇒ ::Array<::String>

Returns Optional. Columns to construct entity_id / row keys. If not provided defaults to entity_id.

Returns:

  • (::Array<::String>) —

    Optional. Columns to construct entity_id / row keys. If not provided defaults to entity_id.



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# File 'proto_docs/google/cloud/aiplatform/v1/feature_group.rb', line 97

class BigQuery
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # @!attribute [rw] timestamp_column
  #   @return [::String]
  #     Optional. Column hosting timestamp values for a time-series source.
  #     Will be used to determine the latest `feature_values` for each entity.
  #     Optional. If not provided, column named `feature_timestamp` of
  #     type `TIMESTAMP` will be used.
  class TimeSeries
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#static_data_source ⇒ ::Boolean

Returns Optional. Set if the data source is not a time-series.

Returns:

  • (::Boolean) —

    Optional. Set if the data source is not a time-series.



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# File 'proto_docs/google/cloud/aiplatform/v1/feature_group.rb', line 97

class BigQuery
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # @!attribute [rw] timestamp_column
  #   @return [::String]
  #     Optional. Column hosting timestamp values for a time-series source.
  #     Will be used to determine the latest `feature_values` for each entity.
  #     Optional. If not provided, column named `feature_timestamp` of
  #     type `TIMESTAMP` will be used.
  class TimeSeries
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#time_series ⇒ ::Google::Cloud::AIPlatform::V1::FeatureGroup::BigQuery::TimeSeries

Returns Optional. If the source is a time-series source, this can be set to control how downstream sources (ex: FeatureView ) will treat time-series sources. If not set, will treat the source as a time-series source with feature_timestamp as timestamp column and no scan boundary.

Returns:



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# File 'proto_docs/google/cloud/aiplatform/v1/feature_group.rb', line 97

class BigQuery
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # @!attribute [rw] timestamp_column
  #   @return [::String]
  #     Optional. Column hosting timestamp values for a time-series source.
  #     Will be used to determine the latest `feature_values` for each entity.
  #     Optional. If not provided, column named `feature_timestamp` of
  #     type `TIMESTAMP` will be used.
  class TimeSeries
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end