public sealed class UserEvent : IMessage<UserEvent>, IEquatable<UserEvent>, IDeepCloneable<UserEvent>, IBufferMessage, IMessage
UserEvent captures all metadata information Retail API needs to know about how end users interact with customers' website.
Implements
IMessage<UserEvent>, IEquatable<UserEvent>, IDeepCloneable<UserEvent>, IBufferMessage, IMessageNamespace
Google.Cloud.Retail.V2Assembly
Google.Cloud.Retail.V2.dll
Constructors
UserEvent()
public UserEvent()
UserEvent(UserEvent)
public UserEvent(UserEvent other)
Parameter | |
---|---|
Name | Description |
other | UserEvent |
Properties
Attributes
public MapField<string, CustomAttribute> Attributes { get; }
Extra user event features to include in the recommendation model.
The key must be a UTF-8 encoded string with a length limit of 5,000 characters. Otherwise, an INVALID_ARGUMENT error is returned.
For product recommendation, an example of extra user information is traffic_channel, i.e. how user arrives at the site. Users can arrive at the site by coming to the site directly, or coming through Google search, and etc.
Property Value | |
---|---|
Type | Description |
MapField<String, CustomAttribute> |
AttributionToken
public string AttributionToken { get; set; }
Highly recommended for user events that are the result of [PredictionService.Predict][google.cloud.retail.v2.PredictionService.Predict]. This field enables accurate attribution of recommendation model performance.
The value must be a valid [PredictResponse.attribution_token][google.cloud.retail.v2.PredictResponse.attribution_token] for user events that are the result of [PredictionService.Predict][google.cloud.retail.v2.PredictionService.Predict]. The value must be a valid [SearchResponse.attribution_token][google.cloud.retail.v2.SearchResponse.attribution_token] for user events that are the result of [SearchService.Search][google.cloud.retail.v2.SearchService.Search].
This token enables us to accurately attribute page view or purchase back to the event and the particular predict response containing this clicked/purchased product. If user clicks on product K in the recommendation results, pass [PredictResponse.attribution_token][google.cloud.retail.v2.PredictResponse.attribution_token] as a URL parameter to product K's page. When recording events on product K's page, log the [PredictResponse.attribution_token][google.cloud.retail.v2.PredictResponse.attribution_token] to this field.
Property Value | |
---|---|
Type | Description |
String |
CartId
public string CartId { get; set; }
The ID or name of the associated shopping cart. This ID is used to associate multiple items added or present in the cart before purchase.
This can only be set for add-to-cart
, purchase-complete
, or
shopping-cart-page-view
events.
Property Value | |
---|---|
Type | Description |
String |
CompletionDetail
public CompletionDetail CompletionDetail { get; set; }
The main completion details related to the event.
In a completion
event, this field represents the completions returned to
the end user and the clicked completion by the end user. In a search
event, it represents the search event happens after clicking completion.
Property Value | |
---|---|
Type | Description |
CompletionDetail |
EventTime
public Timestamp EventTime { get; set; }
Only required for [UserEventService.ImportUserEvents][google.cloud.retail.v2.UserEventService.ImportUserEvents] method. Timestamp of when the user event happened.
Property Value | |
---|---|
Type | Description |
Timestamp |
EventType
public string EventType { get; set; }
Required. User event type. Allowed values are:
add-to-cart
: Products being added to cart.category-page-view
: Special pages such as sale or promotion pages viewed.completion
: Completion query result showed/clicked.detail-page-view
: Products detail page viewed.home-page-view
: Homepage viewed.promotion-offered
: Promotion is offered to a user.promotion-not-offered
: Promotion is not offered to a user.purchase-complete
: User finishing a purchase.search
: Product search.shopping-cart-page-view
: User viewing a shopping cart.
Property Value | |
---|---|
Type | Description |
String |
ExperimentIds
public RepeatedField<string> ExperimentIds { get; }
A list of identifiers for the independent experiment groups this user event belongs to. This is used to distinguish between user events associated with different experiment setups (e.g. using Retail API, using different recommendation models).
Property Value | |
---|---|
Type | Description |
RepeatedField<String> |
Filter
public string Filter { get; set; }
The filter syntax consists of an expression language for constructing a predicate from one or more fields of the products being filtered.
See [SearchRequest.filter][google.cloud.retail.v2.SearchRequest.filter] for definition and syntax.
The value must be a UTF-8 encoded string with a length limit of 1,000 characters. Otherwise, an INVALID_ARGUMENT error is returned.
Property Value | |
---|---|
Type | Description |
String |
Offset
public int Offset { get; set; }
An integer that specifies the current offset for pagination (the 0-indexed starting location, amongst the products deemed by the API as relevant).
See [SearchRequest.offset][google.cloud.retail.v2.SearchRequest.offset] for definition.
If this field is negative, an INVALID_ARGUMENT is returned.
This can only be set for search
events. Other event types should not set
this field. Otherwise, an INVALID_ARGUMENT error is returned.
Property Value | |
---|---|
Type | Description |
Int32 |
OrderBy
public string OrderBy { get; set; }
The order in which products are returned.
See [SearchRequest.order_by][google.cloud.retail.v2.SearchRequest.order_by] for definition and syntax.
The value must be a UTF-8 encoded string with a length limit of 1,000 characters. Otherwise, an INVALID_ARGUMENT error is returned.
This can only be set for search
events. Other event types should not set
this field. Otherwise, an INVALID_ARGUMENT error is returned.
Property Value | |
---|---|
Type | Description |
String |
PageCategories
public RepeatedField<string> PageCategories { get; }
The categories associated with a category page.
To represent full path of category, use '>' sign to separate different hierarchies. If '>' is part of the category name, please replace it with other character(s).
Category pages include special pages such as sales or promotions. For instance, a special sale page may have the category hierarchy: "pageCategories" : ["Sales > 2017 Black Friday Deals"].
Required for category-page-view
events. At least one of
[search_query][google.cloud.retail.v2.UserEvent.search_query] or
[page_categories][google.cloud.retail.v2.UserEvent.page_categories] is
required for search
events. Other event types should not set this field.
Otherwise, an INVALID_ARGUMENT error is returned.
Property Value | |
---|---|
Type | Description |
RepeatedField<String> |
PageViewId
public string PageViewId { get; set; }
A unique ID of a web page view.
This should be kept the same for all user events triggered from the same
pageview. For example, an item detail page view could trigger multiple
events as the user is browsing the page. The pageViewId
property should
be kept the same for all these events so that they can be grouped together
properly.
When using the client side event reporting with JavaScript pixel and Google Tag Manager, this value is filled in automatically.
Property Value | |
---|---|
Type | Description |
String |
ProductDetails
public RepeatedField<ProductDetail> ProductDetails { get; }
The main product details related to the event.
This field is required for the following event types:
add-to-cart
detail-page-view
purchase-complete
In a search
event, this field represents the products returned to the end
user on the current page (the end user may have not finished browsing the
whole page yet). When a new page is returned to the end user, after
pagination/filtering/ordering even for the same query, a new search
event
with different
[product_details][google.cloud.retail.v2.UserEvent.product_details] is
desired. The end user may have not finished browsing the whole page yet.
Property Value | |
---|---|
Type | Description |
RepeatedField<ProductDetail> |
PurchaseTransaction
public PurchaseTransaction PurchaseTransaction { get; set; }
A transaction represents the entire purchase transaction.
Required for purchase-complete
events. Other event types should not set
this field. Otherwise, an INVALID_ARGUMENT error is returned.
Property Value | |
---|---|
Type | Description |
PurchaseTransaction |
ReferrerUri
public string ReferrerUri { get; set; }
The referrer URL of the current page.
When using the client side event reporting with JavaScript pixel and Google Tag Manager, this value is filled in automatically.
Property Value | |
---|---|
Type | Description |
String |
SearchQuery
public string SearchQuery { get; set; }
The user's search query.
See [SearchRequest.query][google.cloud.retail.v2.SearchRequest.query] for definition.
The value must be a UTF-8 encoded string with a length limit of 5,000 characters. Otherwise, an INVALID_ARGUMENT error is returned.
At least one of
[search_query][google.cloud.retail.v2.UserEvent.search_query] or
[page_categories][google.cloud.retail.v2.UserEvent.page_categories] is
required for search
events. Other event types should not set this field.
Otherwise, an INVALID_ARGUMENT error is returned.
Property Value | |
---|---|
Type | Description |
String |
SessionId
public string SessionId { get; set; }
A unique identifier for tracking a visitor session with a length limit of 128 bytes. A session is an aggregation of an end user behavior in a time span.
A general guideline to populate the sesion_id:
- If user has no activity for 30 min, a new session_id should be assigned.
- The session_id should be unique across users, suggest use uuid or add visitor_id as prefix.
Property Value | |
---|---|
Type | Description |
String |
Uri
public string Uri { get; set; }
Complete URL (window.location.href) of the user's current page.
When using the client side event reporting with JavaScript pixel and Google Tag Manager, this value is filled in automatically. Maximum length 5,000 characters.
Property Value | |
---|---|
Type | Description |
String |
UserInfo
public UserInfo UserInfo { get; set; }
User information.
Property Value | |
---|---|
Type | Description |
UserInfo |
VisitorId
public string VisitorId { get; set; }
Required. A unique identifier for tracking visitors.
For example, this could be implemented with an HTTP cookie, which should be able to uniquely identify a visitor on a single device. This unique identifier should not change if the visitor log in/out of the website.
The field must be a UTF-8 encoded string with a length limit of 128 characters. Otherwise, an INVALID_ARGUMENT error is returned.
The field should not contain PII or user-data. We recommend to use Google Analystics Client ID for this field.
Property Value | |
---|---|
Type | Description |
String |