def show(self, output: OutputFormat = OutputFormat.TABLE):
"""
Display the current algorithm configuration on std out
:param ouput: The output format
"""
if output == OutputFormat.JSON:
print(json.dumps(self.json_dict))
else:
description_dict = {
k: v
for k, v in self.json_dict.items()
if k not in ['hyperparameters']
}
TablePrinter.print_dict('ALGORITHMS', description_dict)
print(
TablePrinter.get_table(Hyperparameter,
self.get_hyperparameters()))
def show_result(self) -> 'ServingPayload':
"""
Display the result of the serving payload on std out
:return: The current serving payload
"""
if len(self.get_result_probabilities()) != 0:
from prescience_client.bean.serving.serving_payload_batch import ServingPayloadBatch
batch = ServingPayloadBatch(model_id=self.get_model_id(),
flow_type=self.flow_type,
batch_serving_payload=[self],
model_evaluator=self.model_evaluator,
prescience=self.prescience)
batch.show_result()
else:
TablePrinter.print_dict(
title=f'PREDICTIONS RESULTS FROM \'{self.get_model_id()}\'',
json_dict=self.get_result_dict())
return self