Struct RecommendRequest 

#[non_exhaustive]
pub struct RecommendRequest {
    pub serving_config: String,
    pub user_event: Option<UserEvent>,
    pub page_size: i32,
    pub filter: String,
    pub validate_only: bool,
    pub params: HashMap<String, Value>,
    pub user_labels: HashMap<String, String>,
    /* private fields */
}

Available on crate feature recommendation-service only.

Request message for Recommend method.

Fields (Non-exhaustive)

Non-exhaustive structs could have additional fields added in future. Therefore, non-exhaustive structs cannot be constructed in external crates using the traditional Struct { .. } syntax; cannot be matched against without a wildcard ..; and struct update syntax will not work.

serving_config: 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 is 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: Option<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.

page_size: i32

Maximum number of results to return. Set this property to the number of recommendation results needed. If zero, the service chooses a reasonable default. The maximum allowed value is 100. Values above 100 are set to 100.

filter: 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:

• (language: ANY(“en”, “es”)) AND NOT (categories: ANY(“Movie”))
• (available: true) AND (language: ANY(“en”, “es”)) OR (categories: ANY(“Movie”))

If your filter blocks all results, the API returns 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 never returns Documents with storageStatus as EXPIRED or DELETED regardless of filter choices.

validate_only: bool

Use validate only mode for this recommendation query. If set to true, a fake model is 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.

params: HashMap<String, Value>

Additional domain specific parameters for the recommendations.

Allowed values:

• returnDocument: Boolean. If set to true, the associated Document object is returned in RecommendResponse.RecommendationResult.document.
• returnScore: Boolean. If set to true, the recommendation score corresponding to each returned Document is 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 returns 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.

user_labels: HashMap<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.

Implementations

impl RecommendRequest

pub fn new() -> Self

pub fn set_serving_config<T: Into<String>>(self, v: T) -> Self

Sets the value of serving_config.

Example

let x = RecommendRequest::new().set_serving_config("example");

pub fn set_user_event<T>(self, v: T) -> Self

where T: Into<UserEvent>,

Sets the value of user_event.

Example

use google_cloud_discoveryengine_v1::model::UserEvent;
let x = RecommendRequest::new().set_user_event(UserEvent::default()/* use setters */);

pub fn set_or_clear_user_event<T>(self, v: Option<T>) -> Self

where T: Into<UserEvent>,

Sets or clears the value of user_event.

Example

use google_cloud_discoveryengine_v1::model::UserEvent;
let x = RecommendRequest::new().set_or_clear_user_event(Some(UserEvent::default()/* use setters */));
let x = RecommendRequest::new().set_or_clear_user_event(None::<UserEvent>);

pub fn set_page_size<T: Into<i32>>(self, v: T) -> Self

Sets the value of page_size.

Example

let x = RecommendRequest::new().set_page_size(42);

pub fn set_filter<T: Into<String>>(self, v: T) -> Self

Sets the value of filter.

Example

let x = RecommendRequest::new().set_filter("example");

pub fn set_validate_only<T: Into<bool>>(self, v: T) -> Self

Sets the value of validate_only.

Example

let x = RecommendRequest::new().set_validate_only(true);

pub fn set_params<T, K, V>(self, v: T) -> Self

where T: IntoIterator<Item = (K, V)>, K: Into<String>, V: Into<Value>,

Sets the value of params.

Example

use wkt::Value;
let x = RecommendRequest::new().set_params([
    ("key0", Value::default()/* use setters */),
    ("key1", Value::default()/* use (different) setters */),
]);

pub fn set_user_labels<T, K, V>(self, v: T) -> Self

where T: IntoIterator<Item = (K, V)>, K: Into<String>, V: Into<String>,

Sets the value of user_labels.

Example

let x = RecommendRequest::new().set_user_labels([
    ("key0", "abc"),
    ("key1", "xyz"),
]);

Trait Implementations

impl Clone for RecommendRequest

fn clone(&self) -> RecommendRequest

Returns a duplicate of the value.

fn clone_from(&mut self, source: &Self)

Performs copy-assignment from source.

impl Debug for RecommendRequest

fn fmt(&self, f: &mut Formatter<'_>) -> Result

Formats the value using the given formatter.

impl Default for RecommendRequest

fn default() -> RecommendRequest

Returns the “default value” for a type.

impl Message for RecommendRequest

fn typename() -> &'static str

The typename of this message.

impl PartialEq for RecommendRequest

fn eq(&self, other: &RecommendRequest) -> bool

Tests for self and other values to be equal, and is used by ==.

fn ne(&self, other: &Rhs) -> bool

Tests for !=. The default implementation is almost always sufficient, and should not be overridden without very good reason.

impl StructuralPartialEq for RecommendRequest