batch_model_predict module

batch_model_predict.batch_model_predict()

Orchestration flow to predict on new data and save the predictions to the database

batch_model_predict.predict(model: object, data: DataFrame, get_probs: bool = False) → DataFrame

Predicts on the data using the model provided. If get_probs is True, it also returns the probabilities of the predictions.

batch_model_predict.read_new_data(table_name: str) → DataFrame

Reads data to be predicted from the database

batch_model_predict.save_predictions(data: DataFrame, table_name: str) → None

Saves the predictions to the database