Pipeline

class tfdatacompose.pipeline.Pipeline(dataset_operations: List[DatasetOperation])

Composite of Dataset Operations.

Takes a list of Dataset Operations and executes them in order. A pipeline is a dataset operation, therefore, it can be reused in other pipelines.

Parameters:

dataset_operations – a list of Dataset Operation

apply(dataset: DatasetV1) → DatasetV1

Applies the operation on the given dataset and returns the new dataset.

Parameters:

dataset – Tensorflow Dataset The dataset to change

Returns:

Tensorflow Dataset The changed dataset