Struct google_api_proto::google::cloud::recommendationengine::v1beta1::PredictRequest

pub struct PredictRequest {
    pub name: String,
    pub user_event: Option<UserEvent>,
    pub page_size: i32,
    pub page_token: String,
    pub filter: String,
    pub dry_run: bool,
    pub params: BTreeMap<String, Value>,
    pub labels: BTreeMap<String, String>,
}

Request message for Predict method.

Fields

name: String

Required. Full resource name of the format: {name=projects/*/locations/global/catalogs/default_catalog/eventStores/default_event_store/placements/*} The id of the recommendation engine placement. This id is used to identify the set of models that will be used to make the prediction.

We currently support three placements with the following IDs by default:

• shopping_cart: Predicts items frequently bought together with one or more catalog items in the same shopping session. Commonly displayed after add-to-cart events, on product detail pages, or on the shopping cart page.

• home_page: Predicts the next product that a user will most likely engage with or purchase based on the shopping or viewing history of the specified userId or visitorId. For example - Recommendations for you.

• product_detail: Predicts the next product that a user will most likely engage with or purchase. The prediction is based on the shopping or viewing history of the specified userId or visitorId and its relevance to a specified CatalogItem. Typically used on product detail pages. For example - More items like this.

• recently_viewed_default: Returns up to 75 items recently viewed by the specified userId or visitorId, most recent ones first. Returns nothing if neither of them has viewed any items yet. For example - Recently viewed.

The full list of available placements can be seen at https://console.cloud.google.com/recommendation/datafeeds/default_catalog/dashboard

user_event: Option<UserEvent>

Required. Context about the user, what they are looking at and what action they took to trigger the predict 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.

page_size: i32

Optional. Maximum number of results to return per page. Set this property to the number of prediction results required. If zero, the service will choose a reasonable default.

page_token: String

Optional. The previous PredictResponse.next_page_token.

filter: String

Optional. Filter for restricting prediction results. Accepts values for tags and the filterOutOfStockItems flag.

• Tag expressions. Restricts predictions to items that match all of the specified tags. Boolean operators OR and NOT are supported if the expression is enclosed in parentheses, and must be separated from the tag values by a space. -"tagA" is also supported and is equivalent to NOT "tagA". Tag values must be double quoted UTF-8 encoded strings with a size limit of 1 KiB.

• filterOutOfStockItems. Restricts predictions to items that do not have a stockState value of OUT_OF_STOCK.

Examples:

• tag=(“Red” OR “Blue”) tag=“New-Arrival” tag=(NOT “promotional”)
• filterOutOfStockItems tag=(-“promotional”)
• filterOutOfStockItems

dry_run: bool

Optional. Use dryRun mode for this prediction query. If set to true, a dummy model will be used that returns arbitrary catalog items. Note that the dryRun mode should only be used for testing the API, or if the model is not ready.

params: BTreeMap<String, Value>

Optional. Additional domain specific parameters for the predictions.

Allowed values:

• returnCatalogItem: Boolean. If set to true, the associated catalogItem object will be returned in the PredictResponse.PredictionResult.itemMetadata object in the method response.
• returnItemScore: Boolean. If set to true, the prediction ‘score’ corresponding to each returned item will be set in the metadata field in the prediction response. The given ‘score’ indicates the probability of an item being clicked/purchased given the user’s context and history.

labels: BTreeMap<String, String>

Optional. The labels for the predict request.

• Label keys can contain lowercase letters, digits and hyphens, must start with a letter, and must end with a letter or digit.
• Non-zero label values can contain lowercase letters, digits and hyphens, must start with a letter, and must end with a letter or digit.
• No more than 64 labels can be associated with a given request.

See https://goo.gl/xmQnxf for more information on and examples of labels.

Trait Implementations

impl Clone for PredictRequest

fn clone(&self) -> PredictRequest

Returns a copy of the value.

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

Performs copy-assignment from source.

impl Debug for PredictRequest

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

Formats the value using the given formatter.

impl Default for PredictRequest

fn default() -> Self

Returns the “default value” for a type.

impl Message for PredictRequest

fn encoded_len(&self) -> usize

Returns the encoded length of the message without a length delimiter.

fn clear(&mut self)

Clears the message, resetting all fields to their default.

fn encode(&self, buf: &mut impl BufMut) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message to a buffer.

fn encode_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message to a newly allocated buffer.

fn encode_length_delimited( &self, buf: &mut impl BufMut, ) -> Result<(), EncodeError>

where Self: Sized,

Encodes the message with a length-delimiter to a buffer.

fn encode_length_delimited_to_vec(&self) -> Vec<u8>

where Self: Sized,

Encodes the message with a length-delimiter to a newly allocated buffer.

fn decode(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes an instance of the message from a buffer.

fn decode_length_delimited(buf: impl Buf) -> Result<Self, DecodeError>

where Self: Default,

Decodes a length-delimited instance of the message from the buffer.

fn merge(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes an instance of the message from a buffer, and merges it into self.

fn merge_length_delimited(&mut self, buf: impl Buf) -> Result<(), DecodeError>

where Self: Sized,

Decodes a length-delimited instance of the message from buffer, and merges it into self.

impl PartialEq for PredictRequest

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

This method tests for self and other values to be equal, and is used by ==.

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

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

impl StructuralPartialEq for PredictRequest