Discovery Engine V1BETA API - Class Google::Cloud::DiscoveryEngine::V1beta::RecommendRequest (v0.11.0)

Reference documentation and code samples for the Discovery Engine V1BETA API class Google::Cloud::DiscoveryEngine::V1beta::RecommendRequest.

Request message for Recommend method.

Inherits

  • Object

Extended By

  • Google::Protobuf::MessageExts::ClassMethods

Includes

  • Google::Protobuf::MessageExts

Methods

#filter

def filter() -> ::String
Returns
  • (::String) — Filter for restricting recommendation results with a length limit of 5,000 characters. Currently, only filter expressions on the filter_tags attribute is supported.

    Examples:

    • (filter_tags: ANY("Red", "Blue") OR filter_tags: ANY("Hot", "Cold"))
    • (filter_tags: ANY("Red", "Blue")) AND NOT (filter_tags: ANY("Green"))

    If attributeFilteringSyntax is set to true under the params field, then attribute-based expressions are expected instead of the above described tag-based syntax. Examples:

    • (launguage: ANY("en", "es")) AND NOT (categories: ANY("Movie"))
    • (available: true) AND (launguage: ANY("en", "es")) OR (categories: ANY("Movie"))

    If your filter blocks all results, the API will return generic (unfiltered) popular Documents. If you only want results strictly matching the filters, set strictFiltering to True in RecommendRequest.params to receive empty results instead.

    Note that the API will never return Documents with storageStatus of EXPIRED or DELETED regardless of filter choices.

#filter=

def filter=(value) -> ::String
Parameter
  • value (::String) — Filter for restricting recommendation results with a length limit of 5,000 characters. Currently, only filter expressions on the filter_tags attribute is supported.

    Examples:

    • (filter_tags: ANY("Red", "Blue") OR filter_tags: ANY("Hot", "Cold"))
    • (filter_tags: ANY("Red", "Blue")) AND NOT (filter_tags: ANY("Green"))

    If attributeFilteringSyntax is set to true under the params field, then attribute-based expressions are expected instead of the above described tag-based syntax. Examples:

    • (launguage: ANY("en", "es")) AND NOT (categories: ANY("Movie"))
    • (available: true) AND (launguage: ANY("en", "es")) OR (categories: ANY("Movie"))

    If your filter blocks all results, the API will return generic (unfiltered) popular Documents. If you only want results strictly matching the filters, set strictFiltering to True in RecommendRequest.params to receive empty results instead.

    Note that the API will never return Documents with storageStatus of EXPIRED or DELETED regardless of filter choices.

Returns
  • (::String) — Filter for restricting recommendation results with a length limit of 5,000 characters. Currently, only filter expressions on the filter_tags attribute is supported.

    Examples:

    • (filter_tags: ANY("Red", "Blue") OR filter_tags: ANY("Hot", "Cold"))
    • (filter_tags: ANY("Red", "Blue")) AND NOT (filter_tags: ANY("Green"))

    If attributeFilteringSyntax is set to true under the params field, then attribute-based expressions are expected instead of the above described tag-based syntax. Examples:

    • (launguage: ANY("en", "es")) AND NOT (categories: ANY("Movie"))
    • (available: true) AND (launguage: ANY("en", "es")) OR (categories: ANY("Movie"))

    If your filter blocks all results, the API will return generic (unfiltered) popular Documents. If you only want results strictly matching the filters, set strictFiltering to True in RecommendRequest.params to receive empty results instead.

    Note that the API will never return Documents with storageStatus of EXPIRED or DELETED regardless of filter choices.

#page_size

def page_size() -> ::Integer
Returns
  • (::Integer) — Maximum number of results to return. Set this property to the number of recommendation results needed. If zero, the service will choose a reasonable default. The maximum allowed value is 100. Values above 100 will be coerced to 100.

#page_size=

def page_size=(value) -> ::Integer
Parameter
  • value (::Integer) — Maximum number of results to return. Set this property to the number of recommendation results needed. If zero, the service will choose a reasonable default. The maximum allowed value is 100. Values above 100 will be coerced to 100.
Returns
  • (::Integer) — Maximum number of results to return. Set this property to the number of recommendation results needed. If zero, the service will choose a reasonable default. The maximum allowed value is 100. Values above 100 will be coerced to 100.

#params

def params() -> ::Google::Protobuf::Map{::String => ::Google::Protobuf::Value}
Returns
  • (::Google::Protobuf::Map{::String => ::Google::Protobuf::Value}) —

    Additional domain specific parameters for the recommendations.

    Allowed values:

    • returnDocument: Boolean. If set to true, the associated Document object will be returned in RecommendResponse.RecommendationResult.document.
    • returnScore: Boolean. If set to true, the recommendation 'score' corresponding to each returned Document will be set in RecommendResponse.RecommendationResult.metadata. The given 'score' indicates the probability of a Document conversion given the user's context and history.
    • strictFiltering: Boolean. True by default. If set to false, the service will return generic (unfiltered) popular Documents instead of empty if your filter blocks all recommendation results.
    • diversityLevel: String. Default empty. If set to be non-empty, then it needs to be one of:
      • no-diversity
      • low-diversity
      • medium-diversity
      • high-diversity
      • auto-diversity This gives request-level control and adjusts recommendation results based on Document category.
    • attributeFilteringSyntax: Boolean. False by default. If set to true, the filter field is interpreted according to the new, attribute-based syntax.

#params=

def params=(value) -> ::Google::Protobuf::Map{::String => ::Google::Protobuf::Value}
Parameter
  • value (::Google::Protobuf::Map{::String => ::Google::Protobuf::Value}) —

    Additional domain specific parameters for the recommendations.

    Allowed values:

    • returnDocument: Boolean. If set to true, the associated Document object will be returned in RecommendResponse.RecommendationResult.document.
    • returnScore: Boolean. If set to true, the recommendation 'score' corresponding to each returned Document will be set in RecommendResponse.RecommendationResult.metadata. The given 'score' indicates the probability of a Document conversion given the user's context and history.
    • strictFiltering: Boolean. True by default. If set to false, the service will return generic (unfiltered) popular Documents instead of empty if your filter blocks all recommendation results.
    • diversityLevel: String. Default empty. If set to be non-empty, then it needs to be one of:
      • no-diversity
      • low-diversity
      • medium-diversity
      • high-diversity
      • auto-diversity This gives request-level control and adjusts recommendation results based on Document category.
    • attributeFilteringSyntax: Boolean. False by default. If set to true, the filter field is interpreted according to the new, attribute-based syntax.
Returns
  • (::Google::Protobuf::Map{::String => ::Google::Protobuf::Value}) —

    Additional domain specific parameters for the recommendations.

    Allowed values:

    • returnDocument: Boolean. If set to true, the associated Document object will be returned in RecommendResponse.RecommendationResult.document.
    • returnScore: Boolean. If set to true, the recommendation 'score' corresponding to each returned Document will be set in RecommendResponse.RecommendationResult.metadata. The given 'score' indicates the probability of a Document conversion given the user's context and history.
    • strictFiltering: Boolean. True by default. If set to false, the service will return generic (unfiltered) popular Documents instead of empty if your filter blocks all recommendation results.
    • diversityLevel: String. Default empty. If set to be non-empty, then it needs to be one of:
      • no-diversity
      • low-diversity
      • medium-diversity
      • high-diversity
      • auto-diversity This gives request-level control and adjusts recommendation results based on Document category.
    • attributeFilteringSyntax: Boolean. False by default. If set to true, the filter field is interpreted according to the new, attribute-based syntax.

#serving_config

def serving_config() -> ::String
Returns
  • (::String) — Required. Full resource name of a ServingConfig: projects/*/locations/global/collections/*/engines/*/servingConfigs/*, or projects/*/locations/global/collections/*/dataStores/*/servingConfigs/*

    One default serving config is created along with your recommendation engine creation. The engine ID will be used as the ID of the default serving config. For example, for Engine projects/*/locations/global/collections/*/engines/my-engine, you can use projects/*/locations/global/collections/*/engines/my-engine/servingConfigs/my-engine for your RecommendationService.Recommend requests.

#serving_config=

def serving_config=(value) -> ::String
Parameter
  • value (::String) — Required. Full resource name of a ServingConfig: projects/*/locations/global/collections/*/engines/*/servingConfigs/*, or projects/*/locations/global/collections/*/dataStores/*/servingConfigs/*

    One default serving config is created along with your recommendation engine creation. The engine ID will be used as the ID of the default serving config. For example, for Engine projects/*/locations/global/collections/*/engines/my-engine, you can use projects/*/locations/global/collections/*/engines/my-engine/servingConfigs/my-engine for your RecommendationService.Recommend requests.

Returns
  • (::String) — Required. Full resource name of a ServingConfig: projects/*/locations/global/collections/*/engines/*/servingConfigs/*, or projects/*/locations/global/collections/*/dataStores/*/servingConfigs/*

    One default serving config is created along with your recommendation engine creation. The engine ID will be used as the ID of the default serving config. For example, for Engine projects/*/locations/global/collections/*/engines/my-engine, you can use projects/*/locations/global/collections/*/engines/my-engine/servingConfigs/my-engine for your RecommendationService.Recommend requests.

#user_event

def user_event() -> ::Google::Cloud::DiscoveryEngine::V1beta::UserEvent
Returns

#user_event=

def user_event=(value) -> ::Google::Cloud::DiscoveryEngine::V1beta::UserEvent
Parameter
Returns

#user_labels

def user_labels() -> ::Google::Protobuf::Map{::String => ::String}
Returns
  • (::Google::Protobuf::Map{::String => ::String}) — The user labels applied to a resource must meet the following requirements:

    • Each resource can have multiple labels, up to a maximum of 64.
    • Each label must be a key-value pair.
    • Keys have a minimum length of 1 character and a maximum length of 63 characters and cannot be empty. Values can be empty and have a maximum length of 63 characters.
    • Keys and values can contain only lowercase letters, numeric characters, underscores, and dashes. All characters must use UTF-8 encoding, and international characters are allowed.
    • The key portion of a label must be unique. However, you can use the same key with multiple resources.
    • Keys must start with a lowercase letter or international character.

    See Requirements for labels for more details.

#user_labels=

def user_labels=(value) -> ::Google::Protobuf::Map{::String => ::String}
Parameter
  • value (::Google::Protobuf::Map{::String => ::String}) — The user labels applied to a resource must meet the following requirements:

    • Each resource can have multiple labels, up to a maximum of 64.
    • Each label must be a key-value pair.
    • Keys have a minimum length of 1 character and a maximum length of 63 characters and cannot be empty. Values can be empty and have a maximum length of 63 characters.
    • Keys and values can contain only lowercase letters, numeric characters, underscores, and dashes. All characters must use UTF-8 encoding, and international characters are allowed.
    • The key portion of a label must be unique. However, you can use the same key with multiple resources.
    • Keys must start with a lowercase letter or international character.

    See Requirements for labels for more details.

Returns
  • (::Google::Protobuf::Map{::String => ::String}) — The user labels applied to a resource must meet the following requirements:

    • Each resource can have multiple labels, up to a maximum of 64.
    • Each label must be a key-value pair.
    • Keys have a minimum length of 1 character and a maximum length of 63 characters and cannot be empty. Values can be empty and have a maximum length of 63 characters.
    • Keys and values can contain only lowercase letters, numeric characters, underscores, and dashes. All characters must use UTF-8 encoding, and international characters are allowed.
    • The key portion of a label must be unique. However, you can use the same key with multiple resources.
    • Keys must start with a lowercase letter or international character.

    See Requirements for labels for more details.

#validate_only

def validate_only() -> ::Boolean
Returns
  • (::Boolean) — Use validate only mode for this recommendation query. If set to true, a fake model will be used that returns arbitrary Document IDs. Note that the validate only mode should only be used for testing the API, or if the model is not ready.

#validate_only=

def validate_only=(value) -> ::Boolean
Parameter
  • value (::Boolean) — Use validate only mode for this recommendation query. If set to true, a fake model will be used that returns arbitrary Document IDs. Note that the validate only mode should only be used for testing the API, or if the model is not ready.
Returns
  • (::Boolean) — Use validate only mode for this recommendation query. If set to true, a fake model will be used that returns arbitrary Document IDs. Note that the validate only mode should only be used for testing the API, or if the model is not ready.