Class: Google::Cloud::Retail::V2::ServingConfig

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/retail/v2/serving_config.rb

Overview

Configures metadata that is used to generate serving time results (e.g. search results or recommendation predictions).

Defined Under Namespace

Modules: DiversityType

Instance Attribute Summary collapse

Instance Attribute Details

#boost_control_ids ⇒ ::Array<::String>

Returns Condition boost specifications. If a product matches multiple conditions in the specifications, boost scores from these specifications are all applied and combined in a non-linear way. Maximum number of specifications is 100.

Notice that if both ServingConfig.boost_control_ids and SearchRequest.boost_spec are set, the boost conditions from both places are evaluated. If a search request matches multiple boost conditions, the final boost score is equal to the sum of the boost scores from all matched boost conditions.

Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].

Returns:

  • (::Array<::String>) —

    Condition boost specifications. If a product matches multiple conditions in the specifications, boost scores from these specifications are all applied and combined in a non-linear way. Maximum number of specifications is 100.

    Notice that if both ServingConfig.boost_control_ids and SearchRequest.boost_spec are set, the boost conditions from both places are evaluated. If a search request matches multiple boost conditions, the final boost score is equal to the sum of the boost scores from all matched boost conditions.

    Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#display_name ⇒ ::String

Returns Required. The human readable serving config display name. Used in Retail UI.

This field must be a UTF-8 encoded string with a length limit of 128 characters. Otherwise, an INVALID_ARGUMENT error is returned.

Returns:

  • (::String) —

    Required. The human readable serving config display name. Used in Retail UI.

    This field must be a UTF-8 encoded string with a length limit of 128 characters. Otherwise, an INVALID_ARGUMENT error is returned.



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#diversity_level ⇒ ::String

Returns How much diversity to use in recommendation model results e.g. medium-diversity or high-diversity. Currently supported values:

  • no-diversity
  • low-diversity
  • medium-diversity
  • high-diversity
  • auto-diversity

If not specified, we choose default based on recommendation model type. Default value: no-diversity.

Can only be set if solution_types is [SOLUTION_TYPE_RECOMMENDATION][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_RECOMMENDATION].

Returns:

  • (::String) —

    How much diversity to use in recommendation model results e.g. medium-diversity or high-diversity. Currently supported values:

    • no-diversity
    • low-diversity
    • medium-diversity
    • high-diversity
    • auto-diversity

    If not specified, we choose default based on recommendation model type. Default value: no-diversity.

    Can only be set if solution_types is [SOLUTION_TYPE_RECOMMENDATION][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_RECOMMENDATION].



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#diversity_type ⇒ ::Google::Cloud::Retail::V2::ServingConfig::DiversityType

Returns What kind of diversity to use - data driven or rule based. If unset, the server behavior defaults to RULE_BASED_DIVERSITY.

Returns:



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#do_not_associate_control_ids ⇒ ::Array<::String>

Returns Condition do not associate specifications. If multiple do not associate conditions match, all matching do not associate controls in the list will execute.

  • Order does not matter.
  • Maximum number of specifications is 100.

Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].

Returns:

  • (::Array<::String>) —

    Condition do not associate specifications. If multiple do not associate conditions match, all matching do not associate controls in the list will execute.

    • Order does not matter.
    • Maximum number of specifications is 100.

    Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#dynamic_facet_spec ⇒ ::Google::Cloud::Retail::V2::SearchRequest::DynamicFacetSpec

Returns The specification for dynamically generated facets. Notice that only textual facets can be dynamically generated.

Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].

Returns:



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#enable_category_filter_level ⇒ ::String

Returns Whether to add additional category filters on the similar-items model. If not specified, we enable it by default. Allowed values are:

  • no-category-match: No additional filtering of original results from the model and the customer's filters.
  • relaxed-category-match: Only keep results with categories that match at least one item categories in the PredictRequests's context item.
    • If customer also sends filters in the PredictRequest, then the results will satisfy both conditions (user given and category match).

Can only be set if solution_types is [SOLUTION_TYPE_RECOMMENDATION][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_RECOMMENDATION].

Returns:

  • (::String) —

    Whether to add additional category filters on the similar-items model. If not specified, we enable it by default. Allowed values are:

    • no-category-match: No additional filtering of original results from the model and the customer's filters.
    • relaxed-category-match: Only keep results with categories that match at least one item categories in the PredictRequests's context item.
      • If customer also sends filters in the PredictRequest, then the results will satisfy both conditions (user given and category match).

    Can only be set if solution_types is [SOLUTION_TYPE_RECOMMENDATION][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_RECOMMENDATION].



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#facet_control_ids ⇒ ::Array<::String>

Returns Facet specifications for faceted search. If empty, no facets are returned. The ids refer to the ids of Control resources with only the Facet control set. These controls are assumed to be in the same Catalog as the ServingConfig. A maximum of 100 values are allowed. Otherwise, an INVALID_ARGUMENT error is returned.

Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].

Returns:

  • (::Array<::String>) —

    Facet specifications for faceted search. If empty, no facets are returned. The ids refer to the ids of Control resources with only the Facet control set. These controls are assumed to be in the same Catalog as the ServingConfig. A maximum of 100 values are allowed. Otherwise, an INVALID_ARGUMENT error is returned.

    Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#filter_control_ids ⇒ ::Array<::String>

Returns Condition filter specifications. If a product matches multiple conditions in the specifications, filters from these specifications are all applied and combined via the AND operator. Maximum number of specifications is 100.

Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].

Returns:

  • (::Array<::String>) —

    Condition filter specifications. If a product matches multiple conditions in the specifications, filters from these specifications are all applied and combined via the AND operator. Maximum number of specifications is 100.

    Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#ignore_control_ids ⇒ ::Array<::String>

Returns Condition ignore specifications. If multiple ignore conditions match, all matching ignore controls in the list will execute.

  • Order does not matter.
  • Maximum number of specifications is 100.

Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].

Returns:

  • (::Array<::String>) —

    Condition ignore specifications. If multiple ignore conditions match, all matching ignore controls in the list will execute.

    • Order does not matter.
    • Maximum number of specifications is 100.

    Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#ignore_recs_denylist ⇒ ::Boolean

Returns When the flag is enabled, the products in the denylist will not be filtered out in the recommendation filtering results.

Returns:

  • (::Boolean) —

    When the flag is enabled, the products in the denylist will not be filtered out in the recommendation filtering results.



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#model_id ⇒ ::String

Returns The id of the model in the same Catalog to use at serving time. Currently only RecommendationModels are supported: https://cloud.google.com/retail/recommendations-ai/docs/create-models Can be changed but only to a compatible model (e.g. others-you-may-like CTR to others-you-may-like CVR).

Required when solution_types is [SOLUTION_TYPE_RECOMMENDATION][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_RECOMMENDATION].

Returns:



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#name ⇒ ::String

Returns Immutable. Fully qualified name projects/*/locations/global/catalogs/*/servingConfig/*.

Returns:

  • (::String) —

    Immutable. Fully qualified name projects/*/locations/global/catalogs/*/servingConfig/*



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#oneway_synonyms_control_ids ⇒ ::Array<::String>

Returns Condition oneway synonyms specifications. If multiple oneway synonyms conditions match, all matching oneway synonyms controls in the list will execute. Order of controls in the list will not matter. Maximum number of specifications is 100.

Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].

Returns:

  • (::Array<::String>) —

    Condition oneway synonyms specifications. If multiple oneway synonyms conditions match, all matching oneway synonyms controls in the list will execute. Order of controls in the list will not matter. Maximum number of specifications is 100.

    Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#personalization_spec ⇒ ::Google::Cloud::Retail::V2::SearchRequest::PersonalizationSpec

Returns The specification for personalization spec.

Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].

Notice that if both ServingConfig.personalization_spec and SearchRequest.personalization_spec are set. SearchRequest.personalization_spec will override ServingConfig.personalization_spec.

Returns:



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#price_reranking_level ⇒ ::String

Returns How much price ranking we want in serving results. Price reranking causes product items with a similar recommendation probability to be ordered by price, with the highest-priced items first. This setting could result in a decrease in click-through and conversion rates. Allowed values are:

  • no-price-reranking
  • low-price-reranking
  • medium-price-reranking
  • high-price-reranking

If not specified, we choose default based on model type. Default value: no-price-reranking.

Can only be set if solution_types is [SOLUTION_TYPE_RECOMMENDATION][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_RECOMMENDATION].

Returns:

  • (::String) —

    How much price ranking we want in serving results. Price reranking causes product items with a similar recommendation probability to be ordered by price, with the highest-priced items first. This setting could result in a decrease in click-through and conversion rates. Allowed values are:

    • no-price-reranking
    • low-price-reranking
    • medium-price-reranking
    • high-price-reranking

    If not specified, we choose default based on model type. Default value: no-price-reranking.

    Can only be set if solution_types is [SOLUTION_TYPE_RECOMMENDATION][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_RECOMMENDATION].



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#redirect_control_ids ⇒ ::Array<::String>

Returns Condition redirect specifications. Only the first triggered redirect action is applied, even if multiple apply. Maximum number of specifications is 1000.

Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].

Returns:

  • (::Array<::String>) —

    Condition redirect specifications. Only the first triggered redirect action is applied, even if multiple apply. Maximum number of specifications is 1000.

    Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#replacement_control_ids ⇒ ::Array<::String>

Returns Condition replacement specifications.

  • Applied according to the order in the list.
  • A previously replaced term can not be re-replaced.
  • Maximum number of specifications is 100.

Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].

Returns:

  • (::Array<::String>) —

    Condition replacement specifications.

    • Applied according to the order in the list.
    • A previously replaced term can not be re-replaced.
    • Maximum number of specifications is 100.

    Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#solution_types ⇒ ::Array<::Google::Cloud::Retail::V2::SolutionType>

Returns Required. Immutable. Specifies the solution types that a serving config can be associated with. Currently we support setting only one type of solution.

Returns:

  • (::Array<::Google::Cloud::Retail::V2::SolutionType>) —

    Required. Immutable. Specifies the solution types that a serving config can be associated with. Currently we support setting only one type of solution.



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end

#twoway_synonyms_control_ids ⇒ ::Array<::String>

Returns Condition synonyms specifications. If multiple syonyms conditions match, all matching synonyms control in the list will execute. Order of controls in the list will not matter. Maximum number of specifications is 100.

Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].

Returns:

  • (::Array<::String>) —

    Condition synonyms specifications. If multiple syonyms conditions match, all matching synonyms control in the list will execute. Order of controls in the list will not matter. Maximum number of specifications is 100.

    Can only be set if solution_types is [SOLUTION_TYPE_SEARCH][google.cloud.retail.v2main.SolutionType.SOLUTION_TYPE_SEARCH].



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# File 'proto_docs/google/cloud/retail/v2/serving_config.rb', line 240

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

  # What type of diversity - data or rule based.
  module DiversityType
    # Default value.
    DIVERSITY_TYPE_UNSPECIFIED = 0

    # Rule based diversity.
    RULE_BASED_DIVERSITY = 2

    # Data driven diversity.
    DATA_DRIVEN_DIVERSITY = 3
  end
end