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
-
(::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 theparams
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
ofEXPIRED
orDELETED
regardless of filter choices.
#filter=
def filter=(value) -> ::String
-
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 theparams
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
ofEXPIRED
orDELETED
regardless of filter choices.
-
(::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 theparams
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
ofEXPIRED
orDELETED
regardless of filter choices.
#page_size
def page_size() -> ::Integer
- (::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
- 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.
- (::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}
-
(::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, thefilter
field is interpreted according to the new, attribute-based syntax.
#params=
def params=(value) -> ::Google::Protobuf::Map{::String => ::Google::Protobuf::Value}
-
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, thefilter
field is interpreted according to the new, attribute-based syntax.
-
(::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, thefilter
field is interpreted according to the new, attribute-based syntax.
#serving_config
def serving_config() -> ::String
-
(::String) — Required. Full resource name of a
ServingConfig:
projects/*/locations/global/collections/*/engines/*/servingConfigs/*
, orprojects/*/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 useprojects/*/locations/global/collections/*/engines/my-engine/servingConfigs/my-engine
for your RecommendationService.Recommend requests.
#serving_config=
def serving_config=(value) -> ::String
-
value (::String) — Required. Full resource name of a
ServingConfig:
projects/*/locations/global/collections/*/engines/*/servingConfigs/*
, orprojects/*/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 useprojects/*/locations/global/collections/*/engines/my-engine/servingConfigs/my-engine
for your RecommendationService.Recommend requests.
-
(::String) — Required. Full resource name of a
ServingConfig:
projects/*/locations/global/collections/*/engines/*/servingConfigs/*
, orprojects/*/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 useprojects/*/locations/global/collections/*/engines/my-engine/servingConfigs/my-engine
for your RecommendationService.Recommend requests.
#user_event
def user_event() -> ::Google::Cloud::DiscoveryEngine::V1beta::UserEvent
-
(::Google::Cloud::DiscoveryEngine::V1beta::UserEvent) — Required. Context about the user, what they are looking at and what action
they took to trigger the Recommend request. Note that this user event
detail won't be ingested to userEvent logs. Thus, a separate userEvent
write request is required for event logging.
Don't set UserEvent.user_pseudo_id or UserEvent.user_info.user_id to the same fixed ID for different users. If you are trying to receive non-personalized recommendations (not recommended; this can negatively impact model performance), instead set UserEvent.user_pseudo_id to a random unique ID and leave UserEvent.user_info.user_id unset.
#user_event=
def user_event=(value) -> ::Google::Cloud::DiscoveryEngine::V1beta::UserEvent
-
value (::Google::Cloud::DiscoveryEngine::V1beta::UserEvent) — Required. Context about the user, what they are looking at and what action
they took to trigger the Recommend request. Note that this user event
detail won't be ingested to userEvent logs. Thus, a separate userEvent
write request is required for event logging.
Don't set UserEvent.user_pseudo_id or UserEvent.user_info.user_id to the same fixed ID for different users. If you are trying to receive non-personalized recommendations (not recommended; this can negatively impact model performance), instead set UserEvent.user_pseudo_id to a random unique ID and leave UserEvent.user_info.user_id unset.
-
(::Google::Cloud::DiscoveryEngine::V1beta::UserEvent) — Required. Context about the user, what they are looking at and what action
they took to trigger the Recommend request. Note that this user event
detail won't be ingested to userEvent logs. Thus, a separate userEvent
write request is required for event logging.
Don't set UserEvent.user_pseudo_id or UserEvent.user_info.user_id to the same fixed ID for different users. If you are trying to receive non-personalized recommendations (not recommended; this can negatively impact model performance), instead set UserEvent.user_pseudo_id to a random unique ID and leave UserEvent.user_info.user_id unset.
#user_labels
def user_labels() -> ::Google::Protobuf::Map{::String => ::String}
-
(::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}
-
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.
-
(::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
- (::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
- 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.
- (::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.