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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
Text
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: