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Computing model outputs with listeners

Usage​

db.apply(
    Listener(
        model=my_model,
        key='my-key',
        select=<query>,
        predict_kwargs={**<model_dot_predict_kwargs>},
    )
)

Outcome​

If a Listener has been created, whenever new data is added to db, the Model instance is loaded and outputs as computed with Model.predict are evaluated on the inserted data.

info

If change-data-capture (CDC) has been configured, data may even be inserted from third-party clients such as pymongo, and is nonetheless still processed by configured Listeners via the CDC service.