Class: Google::Cloud::DiscoveryEngine::V1beta::Engine::MediaRecommendationEngineConfig

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/discoveryengine/v1beta/engine.rb

Overview

Additional config specs for a Media Recommendation engine.

Defined Under Namespace

Modules: TrainingState Classes: EngineFeaturesConfig, MostPopularFeatureConfig, OptimizationObjectiveConfig, RecommendedForYouFeatureConfig

Instance Attribute Summary collapse

Instance Attribute Details

#engine_features_config ⇒ ::Google::Cloud::DiscoveryEngine::V1beta::Engine::MediaRecommendationEngineConfig::EngineFeaturesConfig

Returns Optional. Additional engine features config.

Returns:



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# File 'proto_docs/google/cloud/discoveryengine/v1beta/engine.rb', line 277

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

  # Custom threshold for `cvr` optimization_objective.
  # @!attribute [rw] target_field
  #   @return [::String]
  #     Required. The name of the field to target. Currently supported
  #     values: `watch-percentage`, `watch-time`.
  # @!attribute [rw] target_field_value_float
  #   @return [::Float]
  #     Required. The threshold to be applied to the target (e.g., 0.5).
  class OptimizationObjectiveConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # More feature configs of the selected engine type.
  # @!attribute [rw] recommended_for_you_config
  #   @return [::Google::Cloud::DiscoveryEngine::V1beta::Engine::MediaRecommendationEngineConfig::RecommendedForYouFeatureConfig]
  #     Recommended for you engine feature config.
  #
  #     Note: The following fields are mutually exclusive: `recommended_for_you_config`, `most_popular_config`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  # @!attribute [rw] most_popular_config
  #   @return [::Google::Cloud::DiscoveryEngine::V1beta::Engine::MediaRecommendationEngineConfig::MostPopularFeatureConfig]
  #     Most popular engine feature config.
  #
  #     Note: The following fields are mutually exclusive: `most_popular_config`, `recommended_for_you_config`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  class EngineFeaturesConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Additional feature configurations for creating a `recommended-for-you`
  # engine.
  # @!attribute [rw] context_event_type
  #   @return [::String]
  #     The type of event with which the engine is queried at prediction time.
  #     If set to `generic`, only `view-item`, `media-play`,and
  #     `media-complete` will be used as `context-event` in engine training. If
  #     set to `view-home-page`, `view-home-page` will also be used as
  #     `context-events` in addition to `view-item`, `media-play`, and
  #     `media-complete`. Currently supported for the `recommended-for-you`
  #     engine. Currently supported values: `view-home-page`, `generic`.
  class RecommendedForYouFeatureConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Feature configurations that are required for creating a Most Popular
  # engine.
  # @!attribute [rw] time_window_days
  #   @return [::Integer]
  #     The time window of which the engine is queried at training and
  #     prediction time. Positive integers only. The value translates to the
  #     last X days of events. Currently required for the `most-popular-items`
  #     engine.
  class MostPopularFeatureConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The training state of the engine.
  module TrainingState
    # Unspecified training state.
    TRAINING_STATE_UNSPECIFIED = 0

    # The engine training is paused.
    PAUSED = 1

    # The engine is training.
    TRAINING = 2
  end
end

#optimization_objective ⇒ ::String

Returns The optimization objective. e.g., cvr.

This field together with optimization_objective describe engine metadata to use to control engine training and serving.

Currently supported values: ctr, cvr.

If not specified, we choose default based on engine type. Default depends on type of recommendation:

recommended-for-you => ctr

others-you-may-like => ctr.

Returns:

  • (::String) —

    The optimization objective. e.g., cvr.

    This field together with optimization_objective describe engine metadata to use to control engine training and serving.

    Currently supported values: ctr, cvr.

    If not specified, we choose default based on engine type. Default depends on type of recommendation:

    recommended-for-you => ctr

    others-you-may-like => ctr



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# File 'proto_docs/google/cloud/discoveryengine/v1beta/engine.rb', line 277

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

  # Custom threshold for `cvr` optimization_objective.
  # @!attribute [rw] target_field
  #   @return [::String]
  #     Required. The name of the field to target. Currently supported
  #     values: `watch-percentage`, `watch-time`.
  # @!attribute [rw] target_field_value_float
  #   @return [::Float]
  #     Required. The threshold to be applied to the target (e.g., 0.5).
  class OptimizationObjectiveConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # More feature configs of the selected engine type.
  # @!attribute [rw] recommended_for_you_config
  #   @return [::Google::Cloud::DiscoveryEngine::V1beta::Engine::MediaRecommendationEngineConfig::RecommendedForYouFeatureConfig]
  #     Recommended for you engine feature config.
  #
  #     Note: The following fields are mutually exclusive: `recommended_for_you_config`, `most_popular_config`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  # @!attribute [rw] most_popular_config
  #   @return [::Google::Cloud::DiscoveryEngine::V1beta::Engine::MediaRecommendationEngineConfig::MostPopularFeatureConfig]
  #     Most popular engine feature config.
  #
  #     Note: The following fields are mutually exclusive: `most_popular_config`, `recommended_for_you_config`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  class EngineFeaturesConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Additional feature configurations for creating a `recommended-for-you`
  # engine.
  # @!attribute [rw] context_event_type
  #   @return [::String]
  #     The type of event with which the engine is queried at prediction time.
  #     If set to `generic`, only `view-item`, `media-play`,and
  #     `media-complete` will be used as `context-event` in engine training. If
  #     set to `view-home-page`, `view-home-page` will also be used as
  #     `context-events` in addition to `view-item`, `media-play`, and
  #     `media-complete`. Currently supported for the `recommended-for-you`
  #     engine. Currently supported values: `view-home-page`, `generic`.
  class RecommendedForYouFeatureConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Feature configurations that are required for creating a Most Popular
  # engine.
  # @!attribute [rw] time_window_days
  #   @return [::Integer]
  #     The time window of which the engine is queried at training and
  #     prediction time. Positive integers only. The value translates to the
  #     last X days of events. Currently required for the `most-popular-items`
  #     engine.
  class MostPopularFeatureConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The training state of the engine.
  module TrainingState
    # Unspecified training state.
    TRAINING_STATE_UNSPECIFIED = 0

    # The engine training is paused.
    PAUSED = 1

    # The engine is training.
    TRAINING = 2
  end
end

#optimization_objective_config ⇒ ::Google::Cloud::DiscoveryEngine::V1beta::Engine::MediaRecommendationEngineConfig::OptimizationObjectiveConfig

Returns Name and value of the custom threshold for cvr optimization_objective. For target_field watch-time, target_field_value must be an integer value indicating the media progress time in seconds between (0, 86400] (excludes 0, includes 86400) (e.g., 90). For target_field watch-percentage, the target_field_value must be a valid float value between (0, 1.0] (excludes 0, includes 1.0) (e.g., 0.5).

Returns:



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# File 'proto_docs/google/cloud/discoveryengine/v1beta/engine.rb', line 277

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

  # Custom threshold for `cvr` optimization_objective.
  # @!attribute [rw] target_field
  #   @return [::String]
  #     Required. The name of the field to target. Currently supported
  #     values: `watch-percentage`, `watch-time`.
  # @!attribute [rw] target_field_value_float
  #   @return [::Float]
  #     Required. The threshold to be applied to the target (e.g., 0.5).
  class OptimizationObjectiveConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # More feature configs of the selected engine type.
  # @!attribute [rw] recommended_for_you_config
  #   @return [::Google::Cloud::DiscoveryEngine::V1beta::Engine::MediaRecommendationEngineConfig::RecommendedForYouFeatureConfig]
  #     Recommended for you engine feature config.
  #
  #     Note: The following fields are mutually exclusive: `recommended_for_you_config`, `most_popular_config`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  # @!attribute [rw] most_popular_config
  #   @return [::Google::Cloud::DiscoveryEngine::V1beta::Engine::MediaRecommendationEngineConfig::MostPopularFeatureConfig]
  #     Most popular engine feature config.
  #
  #     Note: The following fields are mutually exclusive: `most_popular_config`, `recommended_for_you_config`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  class EngineFeaturesConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Additional feature configurations for creating a `recommended-for-you`
  # engine.
  # @!attribute [rw] context_event_type
  #   @return [::String]
  #     The type of event with which the engine is queried at prediction time.
  #     If set to `generic`, only `view-item`, `media-play`,and
  #     `media-complete` will be used as `context-event` in engine training. If
  #     set to `view-home-page`, `view-home-page` will also be used as
  #     `context-events` in addition to `view-item`, `media-play`, and
  #     `media-complete`. Currently supported for the `recommended-for-you`
  #     engine. Currently supported values: `view-home-page`, `generic`.
  class RecommendedForYouFeatureConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Feature configurations that are required for creating a Most Popular
  # engine.
  # @!attribute [rw] time_window_days
  #   @return [::Integer]
  #     The time window of which the engine is queried at training and
  #     prediction time. Positive integers only. The value translates to the
  #     last X days of events. Currently required for the `most-popular-items`
  #     engine.
  class MostPopularFeatureConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The training state of the engine.
  module TrainingState
    # Unspecified training state.
    TRAINING_STATE_UNSPECIFIED = 0

    # The engine training is paused.
    PAUSED = 1

    # The engine is training.
    TRAINING = 2
  end
end

#training_state ⇒ ::Google::Cloud::DiscoveryEngine::V1beta::Engine::MediaRecommendationEngineConfig::TrainingState

Returns The training state that the engine is in (e.g. TRAINING or PAUSED).

Since part of the cost of running the service is frequency of training - this can be used to determine when to train engine in order to control cost. If not specified: the default value for CreateEngine method is TRAINING. The default value for UpdateEngine method is to keep the state the same as before.

Returns:



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# File 'proto_docs/google/cloud/discoveryengine/v1beta/engine.rb', line 277

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

  # Custom threshold for `cvr` optimization_objective.
  # @!attribute [rw] target_field
  #   @return [::String]
  #     Required. The name of the field to target. Currently supported
  #     values: `watch-percentage`, `watch-time`.
  # @!attribute [rw] target_field_value_float
  #   @return [::Float]
  #     Required. The threshold to be applied to the target (e.g., 0.5).
  class OptimizationObjectiveConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # More feature configs of the selected engine type.
  # @!attribute [rw] recommended_for_you_config
  #   @return [::Google::Cloud::DiscoveryEngine::V1beta::Engine::MediaRecommendationEngineConfig::RecommendedForYouFeatureConfig]
  #     Recommended for you engine feature config.
  #
  #     Note: The following fields are mutually exclusive: `recommended_for_you_config`, `most_popular_config`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  # @!attribute [rw] most_popular_config
  #   @return [::Google::Cloud::DiscoveryEngine::V1beta::Engine::MediaRecommendationEngineConfig::MostPopularFeatureConfig]
  #     Most popular engine feature config.
  #
  #     Note: The following fields are mutually exclusive: `most_popular_config`, `recommended_for_you_config`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  class EngineFeaturesConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Additional feature configurations for creating a `recommended-for-you`
  # engine.
  # @!attribute [rw] context_event_type
  #   @return [::String]
  #     The type of event with which the engine is queried at prediction time.
  #     If set to `generic`, only `view-item`, `media-play`,and
  #     `media-complete` will be used as `context-event` in engine training. If
  #     set to `view-home-page`, `view-home-page` will also be used as
  #     `context-events` in addition to `view-item`, `media-play`, and
  #     `media-complete`. Currently supported for the `recommended-for-you`
  #     engine. Currently supported values: `view-home-page`, `generic`.
  class RecommendedForYouFeatureConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Feature configurations that are required for creating a Most Popular
  # engine.
  # @!attribute [rw] time_window_days
  #   @return [::Integer]
  #     The time window of which the engine is queried at training and
  #     prediction time. Positive integers only. The value translates to the
  #     last X days of events. Currently required for the `most-popular-items`
  #     engine.
  class MostPopularFeatureConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The training state of the engine.
  module TrainingState
    # Unspecified training state.
    TRAINING_STATE_UNSPECIFIED = 0

    # The engine training is paused.
    PAUSED = 1

    # The engine is training.
    TRAINING = 2
  end
end

#type ⇒ ::String

Returns Required. The type of engine. e.g., recommended-for-you.

This field together with optimization_objective describe engine metadata to use to control engine training and serving.

Currently supported values: recommended-for-you, others-you-may-like, more-like-this, most-popular-items.

Returns:

  • (::String) —

    Required. The type of engine. e.g., recommended-for-you.

    This field together with optimization_objective describe engine metadata to use to control engine training and serving.

    Currently supported values: recommended-for-you, others-you-may-like, more-like-this, most-popular-items.



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# File 'proto_docs/google/cloud/discoveryengine/v1beta/engine.rb', line 277

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

  # Custom threshold for `cvr` optimization_objective.
  # @!attribute [rw] target_field
  #   @return [::String]
  #     Required. The name of the field to target. Currently supported
  #     values: `watch-percentage`, `watch-time`.
  # @!attribute [rw] target_field_value_float
  #   @return [::Float]
  #     Required. The threshold to be applied to the target (e.g., 0.5).
  class OptimizationObjectiveConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # More feature configs of the selected engine type.
  # @!attribute [rw] recommended_for_you_config
  #   @return [::Google::Cloud::DiscoveryEngine::V1beta::Engine::MediaRecommendationEngineConfig::RecommendedForYouFeatureConfig]
  #     Recommended for you engine feature config.
  #
  #     Note: The following fields are mutually exclusive: `recommended_for_you_config`, `most_popular_config`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  # @!attribute [rw] most_popular_config
  #   @return [::Google::Cloud::DiscoveryEngine::V1beta::Engine::MediaRecommendationEngineConfig::MostPopularFeatureConfig]
  #     Most popular engine feature config.
  #
  #     Note: The following fields are mutually exclusive: `most_popular_config`, `recommended_for_you_config`. If a field in that set is populated, all other fields in the set will automatically be cleared.
  class EngineFeaturesConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Additional feature configurations for creating a `recommended-for-you`
  # engine.
  # @!attribute [rw] context_event_type
  #   @return [::String]
  #     The type of event with which the engine is queried at prediction time.
  #     If set to `generic`, only `view-item`, `media-play`,and
  #     `media-complete` will be used as `context-event` in engine training. If
  #     set to `view-home-page`, `view-home-page` will also be used as
  #     `context-events` in addition to `view-item`, `media-play`, and
  #     `media-complete`. Currently supported for the `recommended-for-you`
  #     engine. Currently supported values: `view-home-page`, `generic`.
  class RecommendedForYouFeatureConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Feature configurations that are required for creating a Most Popular
  # engine.
  # @!attribute [rw] time_window_days
  #   @return [::Integer]
  #     The time window of which the engine is queried at training and
  #     prediction time. Positive integers only. The value translates to the
  #     last X days of events. Currently required for the `most-popular-items`
  #     engine.
  class MostPopularFeatureConfig
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The training state of the engine.
  module TrainingState
    # Unspecified training state.
    TRAINING_STATE_UNSPECIFIED = 0

    # The engine training is paused.
    PAUSED = 1

    # The engine is training.
    TRAINING = 2
  end
end