UserEventServiceClient(*, credentials: Optional[google.auth.credentials.Credentials] = None, transport: Optional[Union[str, google.cloud.recommendationengine_v1beta1.services.user_event_service.transports.base.UserEventServiceTransport]] = None, client_options: Optional[google.api_core.client_options.ClientOptions] = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)Service for ingesting end user actions on the customer website.
Properties
transport
Returns the transport used by the client instance.
| Returns | |
|---|---|
| Type | Description |
UserEventServiceTransport | The transport used by the client instance. |
Methods
UserEventServiceClient
UserEventServiceClient(*, credentials: Optional[google.auth.credentials.Credentials] = None, transport: Optional[Union[str, google.cloud.recommendationengine_v1beta1.services.user_event_service.transports.base.UserEventServiceTransport]] = None, client_options: Optional[google.api_core.client_options.ClientOptions] = None, client_info: google.api_core.gapic_v1.client_info.ClientInfo = <google.api_core.gapic_v1.client_info.ClientInfo object>)Instantiates the user event service client.
| Parameters | |
|---|---|
| Name | Description |
credentials |
Optional[google.auth.credentials.Credentials]
The authorization credentials to attach to requests. These credentials identify the application to the service; if none are specified, the client will attempt to ascertain the credentials from the environment. |
transport |
Union[str, UserEventServiceTransport]
The transport to use. If set to None, a transport is chosen automatically. NOTE: "rest" transport functionality is currently in a beta state (preview). We welcome your feedback via an issue in this library's source repository. |
client_options |
google.api_core.client_options.ClientOptions
Custom options for the client. It won't take effect if a |
client_info |
google.api_core.gapic_v1.client_info.ClientInfo
The client info used to send a user-agent string along with API requests. If |
| Exceptions | |
|---|---|
| Type | Description |
google.auth.exceptions.MutualTLSChannelError | If mutual TLS transport creation failed for any reason. |
__exit__
__exit__(type, value, traceback)Releases underlying transport's resources.
collect_user_event
collect_user_event(request: Optional[Union[google.cloud.recommendationengine_v1beta1.types.user_event_service.CollectUserEventRequest, dict]] = None, *, parent: Optional[str] = None, user_event: Optional[str] = None, uri: Optional[str] = None, ets: Optional[int] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())Writes a single user event from the browser. This uses a GET request to due to browser restriction of POST-ing to a 3rd party domain. This method is used only by the Recommendations AI JavaScript pixel. Users should not call this method directly.
# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
# client as shown in:
# https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import recommendationengine_v1beta1
def sample_collect_user_event():
# Create a client
client = recommendationengine_v1beta1.UserEventServiceClient()
# Initialize request argument(s)
request = recommendationengine_v1beta1.CollectUserEventRequest(
parent="parent_value",
user_event="user_event_value",
)
# Make the request
response = client.collect_user_event(request=request)
# Handle the response
print(response)
| Parameters | |
|---|---|
| Name | Description |
request |
Union[google.cloud.recommendationengine_v1beta1.types.CollectUserEventRequest, dict]
The request object. Request message for CollectUserEvent method. |
parent |
str
Required. The parent eventStore name, such as |
user_event |
str
Required. URL encoded UserEvent proto. This corresponds to the |
uri |
str
Optional. The url including cgi-parameters but excluding the hash fragment. The URL must be truncated to 1.5K bytes to conservatively be under the 2K bytes. This is often more useful than the referer url, because many browsers only send the domain for 3rd party requests. This corresponds to the |
ets |
int
Optional. The event timestamp in milliseconds. This prevents browser caching of otherwise identical get requests. The name is abbreviated to reduce the payload bytes. This corresponds to the |
retry |
google.api_core.retry.Retry
Designation of what errors, if any, should be retried. |
timeout |
float
The timeout for this request. |
metadata |
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata. |
| Returns | |
|---|---|
| Type | Description |
google.api.httpbody_pb2.HttpBody | Message that represents an arbitrary HTTP body. It should only be used for payload formats that can't be represented as JSON, such as raw binary or an HTML page. This message can be used both in streaming and non-streaming API methods in the request as well as the response. It can be used as a top-level request field, which is convenient if one wants to extract parameters from either the URL or HTTP template into the request fields and also want access to the raw HTTP body. Example: message GetResourceRequest { // A unique request id. string request_id = 1; // The raw HTTP body is bound to this field. google.api.HttpBody http_body = 2; } service ResourceService { rpc GetResource(GetResourceRequest) returns (google.api.HttpBody); rpc UpdateResource(google.api.HttpBody) returns (google.protobuf.Empty); } Example with streaming methods: service CaldavService { rpc GetCalendar(stream google.api.HttpBody) returns (stream google.api.HttpBody); rpc UpdateCalendar(stream google.api.HttpBody) returns (stream google.api.HttpBody); } Use of this type only changes how the request and response bodies are handled, all other features will continue to work unchanged. |
common_billing_account_path
common_billing_account_path(billing_account: str)Returns a fully-qualified billing_account string.
common_folder_path
common_folder_path(folder: str)Returns a fully-qualified folder string.
common_location_path
common_location_path(project: str, location: str)Returns a fully-qualified location string.
common_organization_path
common_organization_path(organization: str)Returns a fully-qualified organization string.
common_project_path
common_project_path(project: str)Returns a fully-qualified project string.
event_store_path
event_store_path(project: str, location: str, catalog: str, event_store: str)Returns a fully-qualified event_store string.
from_service_account_file
from_service_account_file(filename: str, *args, **kwargs)Creates an instance of this client using the provided credentials file.
| Parameter | |
|---|---|
| Name | Description |
filename |
str
The path to the service account private key json file. |
| Returns | |
|---|---|
| Type | Description |
UserEventServiceClient | The constructed client. |
from_service_account_info
from_service_account_info(info: dict, *args, **kwargs)Creates an instance of this client using the provided credentials info.
| Parameter | |
|---|---|
| Name | Description |
info |
dict
The service account private key info. |
| Returns | |
|---|---|
| Type | Description |
UserEventServiceClient | The constructed client. |
from_service_account_json
from_service_account_json(filename: str, *args, **kwargs)Creates an instance of this client using the provided credentials file.
| Parameter | |
|---|---|
| Name | Description |
filename |
str
The path to the service account private key json file. |
| Returns | |
|---|---|
| Type | Description |
UserEventServiceClient | The constructed client. |
get_mtls_endpoint_and_cert_source
get_mtls_endpoint_and_cert_source(
client_options: Optional[google.api_core.client_options.ClientOptions] = None,
)Return the API endpoint and client cert source for mutual TLS.
The client cert source is determined in the following order:
(1) if GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is not "true", the
client cert source is None.
(2) if client_options.client_cert_source is provided, use the provided one; if the
default client cert source exists, use the default one; otherwise the client cert
source is None.
The API endpoint is determined in the following order:
(1) if client_options.api_endpoint if provided, use the provided one.
(2) if GOOGLE_API_USE_CLIENT_CERTIFICATE environment variable is "always", use the
default mTLS endpoint; if the environment variabel is "never", use the default API
endpoint; otherwise if client cert source exists, use the default mTLS endpoint, otherwise
use the default API endpoint.
More details can be found at https://google.aip.dev/auth/4114.
| Parameter | |
|---|---|
| Name | Description |
client_options |
google.api_core.client_options.ClientOptions
Custom options for the client. Only the |
| Exceptions | |
|---|---|
| Type | Description |
google.auth.exceptions.MutualTLSChannelError | If any errors happen. |
| Returns | |
|---|---|
| Type | Description |
Tuple[str, Callable[[], Tuple[bytes, bytes]]] | returns the API endpoint and the client cert source to use. |
import_user_events
import_user_events(request: Optional[Union[google.cloud.recommendationengine_v1beta1.types.import_.ImportUserEventsRequest, dict]] = None, *, parent: Optional[str] = None, request_id: Optional[str] = None, input_config: Optional[google.cloud.recommendationengine_v1beta1.types.import_.InputConfig] = None, errors_config: Optional[google.cloud.recommendationengine_v1beta1.types.import_.ImportErrorsConfig] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())Bulk import of User events. Request processing might be synchronous. Events that already exist are skipped. Use this method for backfilling historical user events. Operation.response is of type ImportResponse. Note that it is possible for a subset of the items to be successfully inserted. Operation.metadata is of type ImportMetadata.
# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
# client as shown in:
# https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import recommendationengine_v1beta1
def sample_import_user_events():
# Create a client
client = recommendationengine_v1beta1.UserEventServiceClient()
# Initialize request argument(s)
request = recommendationengine_v1beta1.ImportUserEventsRequest(
parent="parent_value",
)
# Make the request
operation = client.import_user_events(request=request)
print("Waiting for operation to complete...")
response = operation.result()
# Handle the response
print(response)
| Parameters | |
|---|---|
| Name | Description |
request |
Union[google.cloud.recommendationengine_v1beta1.types.ImportUserEventsRequest, dict]
The request object. Request message for the ImportUserEvents request. |
parent |
str
Required. |
request_id |
str
Optional. Unique identifier provided by client, within the ancestor dataset scope. Ensures idempotency for expensive long running operations. Server-generated if unspecified. Up to 128 characters long. This is returned as google.longrunning.Operation.name in the response. Note that this field must not be set if the desired input config is catalog_inline_source. This corresponds to the |
input_config |
google.cloud.recommendationengine_v1beta1.types.InputConfig
Required. The desired input location of the data. This corresponds to the |
errors_config |
google.cloud.recommendationengine_v1beta1.types.ImportErrorsConfig
Optional. The desired location of errors incurred during the Import. This corresponds to the |
retry |
google.api_core.retry.Retry
Designation of what errors, if any, should be retried. |
timeout |
float
The timeout for this request. |
metadata |
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata. |
| Returns | |
|---|---|
| Type | Description |
google.api_core.operation.Operation | An object representing a long-running operation. The result type for the operation will be ImportUserEventsResponse Response of the ImportUserEventsRequest. If the long running operation was successful, then this message is returned by the google.longrunning.Operations.response field if the operation was successful. |
list_user_events
list_user_events(request: Optional[Union[google.cloud.recommendationengine_v1beta1.types.user_event_service.ListUserEventsRequest, dict]] = None, *, parent: Optional[str] = None, filter: Optional[str] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())Gets a list of user events within a time range, with potential filtering.
# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
# client as shown in:
# https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import recommendationengine_v1beta1
def sample_list_user_events():
# Create a client
client = recommendationengine_v1beta1.UserEventServiceClient()
# Initialize request argument(s)
request = recommendationengine_v1beta1.ListUserEventsRequest(
parent="parent_value",
)
# Make the request
page_result = client.list_user_events(request=request)
# Handle the response
for response in page_result:
print(response)
| Parameters | |
|---|---|
| Name | Description |
request |
Union[google.cloud.recommendationengine_v1beta1.types.ListUserEventsRequest, dict]
The request object. Request message for ListUserEvents method. |
parent |
str
Required. The parent eventStore resource name, such as |
filter |
str
Optional. Filtering expression to specify restrictions over returned events. This is a sequence of terms, where each term applies some kind of a restriction to the returned user events. Use this expression to restrict results to a specific time range, or filter events by eventType. eg: eventTime > "2012-04-23T18:25:43.511Z" eventsMissingCatalogItems eventTime<"2012-04-23T18:25:43.511Z" eventType=search We expect only 3 types of fields: :: * eventTime: this can be specified a maximum of 2 times, once with a less than operator and once with a greater than operator. The eventTime restrict should result in one contiguous valid eventTime range. * eventType: only 1 eventType restriction can be specified. * eventsMissingCatalogItems: specififying this will restrict results to events for which catalog items were not found in the catalog. The default behavior is to return only those events for which catalog items were found. Some examples of valid filters expressions: - Example 1: eventTime > "2012-04-23T18:25:43.511Z" eventTime < "2012-04-23T18:30:43.511Z" - Example 2: eventTime > "2012-04-23T18:25:43.511Z" eventType = detail-page-view - Example 3: eventsMissingCatalogItems eventType = search eventTime < "2018-04-23T18:30:43.511Z" - Example 4: eventTime > "2012-04-23T18:25:43.511Z" - Example 5: eventType = search - Example 6: eventsMissingCatalogItems This corresponds to the |
retry |
google.api_core.retry.Retry
Designation of what errors, if any, should be retried. |
timeout |
float
The timeout for this request. |
metadata |
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata. |
| Returns | |
|---|---|
| Type | Description |
google.cloud.recommendationengine_v1beta1.services.user_event_service.pagers.ListUserEventsPager | Response message for ListUserEvents method. Iterating over this object will yield results and resolve additional pages automatically. |
parse_common_billing_account_path
parse_common_billing_account_path(path: str)Parse a billing_account path into its component segments.
parse_common_folder_path
parse_common_folder_path(path: str)Parse a folder path into its component segments.
parse_common_location_path
parse_common_location_path(path: str)Parse a location path into its component segments.
parse_common_organization_path
parse_common_organization_path(path: str)Parse a organization path into its component segments.
parse_common_project_path
parse_common_project_path(path: str)Parse a project path into its component segments.
parse_event_store_path
parse_event_store_path(path: str)Parses a event_store path into its component segments.
purge_user_events
purge_user_events(request: Optional[Union[google.cloud.recommendationengine_v1beta1.types.user_event_service.PurgeUserEventsRequest, dict]] = None, *, parent: Optional[str] = None, filter: Optional[str] = None, force: Optional[bool] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())Deletes permanently all user events specified by the filter provided. Depending on the number of events specified by the filter, this operation could take hours or days to complete. To test a filter, use the list command first.
# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
# client as shown in:
# https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import recommendationengine_v1beta1
def sample_purge_user_events():
# Create a client
client = recommendationengine_v1beta1.UserEventServiceClient()
# Initialize request argument(s)
request = recommendationengine_v1beta1.PurgeUserEventsRequest(
parent="parent_value",
filter="filter_value",
)
# Make the request
operation = client.purge_user_events(request=request)
print("Waiting for operation to complete...")
response = operation.result()
# Handle the response
print(response)
| Parameters | |
|---|---|
| Name | Description |
request |
Union[google.cloud.recommendationengine_v1beta1.types.PurgeUserEventsRequest, dict]
The request object. Request message for PurgeUserEvents method. |
parent |
str
Required. The resource name of the event_store under which the events are created. The format is |
filter |
str
Required. The filter string to specify the events to be deleted. Empty string filter is not allowed. This filter can also be used with ListUserEvents API to list events that will be deleted. The eligible fields for filtering are: - eventType - UserEvent.eventType field of type string. - eventTime - in ISO 8601 "zulu" format. - visitorId - field of type string. Specifying this will delete all events associated with a visitor. - userId - field of type string. Specifying this will delete all events associated with a user. Example 1: Deleting all events in a time range. |
force |
bool
Optional. The default value is false. Override this flag to true to actually perform the purge. If the field is not set to true, a sampling of events to be deleted will be returned. This corresponds to the |
retry |
google.api_core.retry.Retry
Designation of what errors, if any, should be retried. |
timeout |
float
The timeout for this request. |
metadata |
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata. |
| Returns | |
|---|---|
| Type | Description |
google.api_core.operation.Operation | An object representing a long-running operation. The result type for the operation will be PurgeUserEventsResponse Response of the PurgeUserEventsRequest. If the long running operation is successfully done, then this message is returned by the google.longrunning.Operations.response field. |
write_user_event
write_user_event(request: Optional[Union[google.cloud.recommendationengine_v1beta1.types.user_event_service.WriteUserEventRequest, dict]] = None, *, parent: Optional[str] = None, user_event: Optional[google.cloud.recommendationengine_v1beta1.types.user_event.UserEvent] = None, retry: Union[google.api_core.retry.Retry, google.api_core.gapic_v1.method._MethodDefault] = <_MethodDefault._DEFAULT_VALUE: <object object>>, timeout: Optional[float] = None, metadata: Sequence[Tuple[str, str]] = ())Writes a single user event.
# This snippet has been automatically generated and should be regarded as a
# code template only.
# It will require modifications to work:
# - It may require correct/in-range values for request initialization.
# - It may require specifying regional endpoints when creating the service
# client as shown in:
# https://googleapis.dev/python/google-api-core/latest/client_options.html
from google.cloud import recommendationengine_v1beta1
def sample_write_user_event():
# Create a client
client = recommendationengine_v1beta1.UserEventServiceClient()
# Initialize request argument(s)
user_event = recommendationengine_v1beta1.UserEvent()
user_event.event_type = "event_type_value"
user_event.user_info.visitor_id = "visitor_id_value"
request = recommendationengine_v1beta1.WriteUserEventRequest(
parent="parent_value",
user_event=user_event,
)
# Make the request
response = client.write_user_event(request=request)
# Handle the response
print(response)
| Parameters | |
|---|---|
| Name | Description |
request |
Union[google.cloud.recommendationengine_v1beta1.types.WriteUserEventRequest, dict]
The request object. Request message for WriteUserEvent method. |
parent |
str
Required. The parent eventStore resource name, such as |
user_event |
google.cloud.recommendationengine_v1beta1.types.UserEvent
Required. User event to write. This corresponds to the |
retry |
google.api_core.retry.Retry
Designation of what errors, if any, should be retried. |
timeout |
float
The timeout for this request. |
metadata |
Sequence[Tuple[str, str]]
Strings which should be sent along with the request as metadata. |
| Returns | |
|---|---|
| Type | Description |
google.cloud.recommendationengine_v1beta1.types.UserEvent | UserEvent captures all metadata information recommendation engine needs to know about how end users interact with customers' website. |