Source code for immuneML.workflows.steps.DataEncoder

import datetime

from immuneML.workflows.steps.DataEncoderParams import DataEncoderParams
from immuneML.workflows.steps.Step import Step
from immuneML.workflows.steps.StepParams import StepParams


[docs]class DataEncoder(Step):
[docs] @staticmethod def run(input_params: StepParams = None): assert isinstance(input_params, DataEncoderParams), \ "DataEncoder step: input_params have to be an instance of DataEncoderParams class." dataset = input_params.dataset encoder = input_params.encoder encoder_params = input_params.encoder_params print(f"{datetime.datetime.now()}: Encoding started...") encoded_dataset = encoder.encode(dataset, encoder_params) print(f"{datetime.datetime.now()}: Encoding finished.") return encoded_dataset