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set_input

code_loader.leap_binder.set_input
The leap_binder.set_input binding function points to Input Encoder and name for reference.
code_loader.leap_binder.set_input(
function=Callable[[int, PreprocessResponse], np.ndarray]
name=str
)
Args
Text
function
(Callable) This parameter points to the Input Encoder function mentioned above.
name
(str) with the given name of the input, e.g. image.

Examples

Basic Usage

from code_loader import leap_binder
from code_loader.contract.datasetclasses import PreprocessResponse
from code_loader.contract.enums import DatasetInputType
...
def image_input_encoder(idx: int, subset: PreprocessResponse) -> np.ndarray:
return subset.data.iloc[idx]['image'].astype('float32')
leap_binder.set_input(
function=image_input_encoder,
input_name='image'
)
Usage within the full script can be found at Dataset Script.

Guides

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