timesead.data.preprocessing.swat

Functions

preprocess_swat_data(dataset_dir, out_dir[, ...])

Preprocess SWaT dataset for experiments

Module Contents

timesead.data.preprocessing.swat.preprocess_swat_data(dataset_dir: str, out_dir: str, chunksize: int | None = None, gzip: bool = False)

Preprocess SWaT dataset for experiments

Parameters:

• dataset_dir (str) – Path to the dataset folder

• out_dir (str) – Directory where the preprocessed data should be saved. This directory should exist already.

• chunksize (Optional[int]) – The processed csv data uses this chunksize value if set.

• gzip (bool) – Whether the output file should be saved as a gzip file.