PreprocessResponse

code_loader.contract.datasetclasses.PreprocessResponse

An object that holds the samples data and length. This object is generated in the Preprocessing Function for each dataset slice. Then passed to the input encoders, ground_truth encoders and metadata functions as an argument.

@dataclass
PreprocessResponse:
    length: int,
    data: Any,

For more on PreprocessResponse:

Args
length	(int) value with the amount of samples in the data.
data	(Any) Dictionary / pandas.DataFrame / List or any object that describes the dataset features. The data parameter is later passed to the input encoders, ground_truth encoders, and metadata functions.

Examples

Basic Usage

from code_loader.contract.datasetclasses import PreprocessResponse
preprocess_response = PreprocessResponse(length=len(x_df.index), data=x_df)

Within the Preprocess Function

Full examples can be found at the Dataset Integration section of the following guides:

• MNIST Guide

• IMDB Guide