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set_preprocess

code_loader.leap_binder.set_preprocessing
The leap_binder.set_preprocessing binding function points to the Preprocessing Function, and sets the name for future reference.
code_loader.leap_binder.set_preprocess(
function=Callable[[], List[PreprocessResponse]]
)
Args
Text
function
(Callable) This parameter points to the Preprocess Function mentioned above.

Examples

Basic Usage

from code_loader import leap_binder
from code_loader.contract.datasetclasses import PreprocessingResponse
# Preprocessing Function
def preprocessing_func() -> List[PreprocessingResponse]:
...
train = PreprocessingResponse(length=len(train_df), data=train_df)
val = PreprocessingResponse(length=len(val_df), data=val_df)
test = PreprocessingResponse(length=len(test_df), data=test_df)
return [train, val, test]
leap_binder.set_preprocessing(function=preprocessing_func)
Usage within the full script can be found at the Dataset Script.

Guides

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