Class UserEvent (0.11.10) | Python Client Library | Google Cloud

AttributesNameDescriptionevent_type str Required. Type of user event. Possible values ​​are: Typical values: – search: Search for documents. – view-item: Document details page view. – view-item-list: View of a panel or ordered list of documents. – view-home-page: Home page view. – view-category-page: View of a category page (e.g. Home > Men > Jeans) Retail-related values: – add-to-cart: Add item to cart (e.g. retail online shopping) – Purchase: Add item to cart I'll buy it. item Media-related values: – media-play: Start/resume watching a video, playing a song, etc. – media-complete: End or stop in the middle of a video, song, etc. user_pseudo_id str Required. Unique identifier to track visitors. For example, this can be implemented using HTTP cookies. This allows us to uniquely identify visitors on a single device. This unique identifier should not change when a visitor logs in or out of her website. Do not set fields to the same fixed ID for different users. This mixes the event history of these users and reduces the quality of the model. The field must be a UTF-8 encoded string with a length limit of 128 characters. Otherwise, an INVALID_ARGUMENT error is returned. This field should not contain PII or user data. We recommend using Google Analytics. `Client ID event_time google.protobuf.timestamp_pb2.Timestamp Only required for the UserEventService.ImportUserEvents method. Timestamp when the user event occurred. user_info google.cloud.discoveryenngine_v1.types.UserInfo Information about the end user. direct_user_request bool Must be set to true if the request is made directly from the end user. In this case, UserEvent.user_info.user_agent can be set from the HTTP request. This flag should only be set if the API request is made directly from an end user, such as a mobile app (and should not be set if the gateway or server is processing and pushing user events). Do not set this if you use JavaScript tags with UserEventService.CollectUserEvent. session_id str Unique identifier for tracking visitor sessions (length limit is 128 bytes). A session is a collection of end user actions over a period of time. General guidelines for setting session_id are: 1. If a user has no activity for her 30 minutes, a new session_id should be assigned. 2. session_id must be unique among users. I recommend using uuid or adding UserEvent.user_pseudo_id as a prefix. page_info google.cloud.discoveryengine_v1.types.PageInfo Page metadata such as category and other important information for a specific event type, such as view-category-page. attribution_token str Token to associate API responses with user actions and trigger events. Highly recommended as a result of user events.
[RecommendationService.Recommend][]. This field allows you to accurately understand the performance of your recommendation model. The value must be one of the following: – [RecommendResponse.attribution_token][] For events that occur as a result of [RecommendationService.Recommend][]. – SearchResponse.attribution_token for events that are the result of SearchService.Search. This token allows us to accurately attribute page views or conversion completions to events involving this clicked/purchased item and to a specific expected response. Passes if the user clicks on product K in the recommendation result. [RecommendResponse.attribution_token][] As a URL parameter to the product K page. If you want to log an event on the page for product K,
[RecommendResponse.attribution_token][] to this field. filter str The filter syntax consists of an expression language for constructing predicates from one or more fields of the document being filtered. As an example, for a search event, the associated SearchRequest may include a filter expression in SearchRequest.filter that complies with https://google.aip.dev/160#filtering. Similarly, [RecommendRequest][]this field can be entered directly from. [RecommendRequest.filter][] Compliant with https://google.aip.dev/160#filtering. The value must be a UTF-8 encoded string with a length limit of 1,000 characters. Otherwise, an INVALID_ARGUMENT error is returned. Document MutableSequence[google.cloud.discoveryengine_v1.types.DocumentInfo]
List of documents associated with this user event. This field is optional except for the following event types: – view-item – add-to-cart – Purchase – media-play – media-complete In search events, this field represents the document returned to the end user on the current page. (The end user may not have finished viewing the entire page yet.) Even for the same query, after pagination/filtering/ordering, when a new page is returned to the end user, a new search event with a different UserEvent.documents is required. Panel google.cloud.discoveryengine_v1.types.PanelInfo Metadata for the panel associated with this user event. search_info google.cloud.discoveryengine_v1.types.SearchInfo SearchService.Search details related to an event. This field must be set for search events. completed_info google.cloud.discoveryengine_v1.types.CompletionInfo CompletionService.CompleteQuery details related to the event. This field should be set in the search event when the autocomplete feature is enabled and the user clicks a search suggestion. transaction_info google.cloud.discoveryengine_v1.types.TransactionInfo Transaction metadata associated with this user event, if any. tag_ids MutableSequence[str]
A list of identifiers of independent experiment groups to which this user event belongs. This is used to differentiate user events associated with different setups on the customer side. Promotion_ids MutableSequence[str]
For events associated with a promotion, the promotion ID. This field is currently limited to at most one ID. Attribute MutableMapping[str, google.cloud.discoveryengine_v1.types.CustomAttribute]
Additional user event functionality to include in the recommended model. These attributes cannot contain data that requires further parsing or processing, such as JSON or other encodings. If you specify custom attributes for the ingested user events, include those attributes in the user events that you associate with the prediction request. The format of custom attributes must be consistent between the imported event and the event provided in the prediction request. This allows the Discovery Engine API to use these custom attributes when training models and providing predictions, helping improve recommendation quality. This field must meet all of the following criteria: Otherwise, an INVALID_ARGUMENT error is returned. – The key must be a UTF-8 encoded string with a length limit of 5,000 characters. – For text attributes, up to 400 values ​​are allowed. Empty values ​​are not allowed. Each value must be a UTF-8 encoded string with a length limit of 256 characters. – For numeric attributes, up to 400 values ​​are allowed. For product recommendations, an example of additional user information is Traffic_channel, which is how users reach your site. Users can access the Site directly, through Google Search, or in other ways. media_info google.cloud.discoveryengine_v1.types.MediaInfo Media-specific information.

Sources 1/ https://Google.com/ 2/ https://cloud.google.com/python/docs/reference/discoveryengine/0.11.10/google.cloud.discoveryengine_v1.types.UserEvent The mention sources can contact us to remove/changing this article

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