sliding_window

SlidingWindow(window_size)

Bases: Transform

Transforms the data with a sliding window.

The sliding window transform transforms the data by creating a sliding window over the row dimension. The data is then transformed by creating a new column for each column in the original data. The new columns are named by appending the index of the row in the sliding window to the original column name. As an example, consider the following data:

x	y	z
1	10	100
2	20	200
3	30	300
4	40	400
5	50	500

If we apply a sliding window with a window size of 3, we get the following

x_0	y_0	z_0	x_1	y_1	z_1	x_2	y_2	z_2
1	10	100	2	20	200	3	30	300
2	20	200	3	30	300	4	40	400
3	30	300	4	40	400	5	50	500

Parameters:

Name	Type	Description	Default
window_size	int	size of the sliding window.	required

Source code in src/flowcean/transforms/sliding_window.py

def __init__(self, window_size: int) -> None:
    self.window_size = window_size