mlflow_register_external_observer {mlflow} | R Documentation |
Register an external MLflow observer
Description
Registers an external MLflow observer that will receive a 'register_tracking_event(event_name, data)' callback on any model tracking event such as "create_run", "delete_run", or "log_metric". Each observer should have a 'register_tracking_event(event_name, data)' callback accepting a character vector 'event_name' specifying the name of the tracking event, and 'data' containing a list of attributes of the event. The callback should be non-blocking, and ideally should complete instantaneously. Any exception thrown from the callback will be ignored.
Usage
mlflow_register_external_observer(observer)
Arguments
observer |
The observer object (see example) |
Examples
library(mlflow)
observer <- structure(list())
observer$register_tracking_event <- function(event_name, data) {
print(event_name)
print(data)
}
mlflow_register_external_observer(observer)
[Package mlflow version 2.11.1 Index]