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• inference.message.impl.py.vm

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templates.inference.inference.message.impl.py.vm Maven / Gradle / Ivy

"""
Defines the message envelope utilized to interact with an inference analytic.

GENERATED STUB CODE - PLEASE ***DO*** MODIFY

Originally generated from: ${templateName}
"""

from pandas import DataFrame

from ..generated.validation.inference_message_definition_base import RequestBodyBase, ResponseBodyBase


class RequestBody(RequestBodyBase):
    def prep_data(self) -> DataFrame:
        data = DataFrame(self.data_to_dict())

        # TODO: prep the data into the format needed for the predictions
        # data['prepped_field_example'] = np.where(data['raw_field_example'], 1, 0)
        # del data['raw_field_example']

        return data

class ResponseBody(ResponseBodyBase):
    pass