Package prediction (1.54.0)

Default serializer for serialization and deserialization for prediction.

Interface for Handler class to handle prediction requests.

Class that represents a local endpoint.

Class that represents a local model.

Default prediction handler for the prediction requests sent to the application.

Interface of the Predictor class for Custom Prediction Routines.

The Predictor is responsible for the ML logic for processing a prediction request. Specifically, the Predictor must define: (1) How to load all model artifacts used during prediction into memory. (2) The logic that should be executed at predict time.

When using the default PredictionHandler, the Predictor will be invoked as follows:

predictor.postprocess(predictor.predict(predictor.preprocess(prediction_input)))

Interface to implement serialization and deserialization for prediction.