sup3r.utilities.utilities.daily_time_sampler

daily_time_sampler(data, shape, time_index)[source]

Finds a random temporal slice from data starting at midnight

Parameters:

data (np.ndarray) – Data array with dimensions (spatial_1, spatial_2, temporal, features)
shape (int) – (time_steps) Size of time slice to sample from data, must be an integer less than or equal to 24.
time_index (pd.Datetimeindex) – Time index that matches the data axis=2

Returns:

slice (slice) – time slice with size shape of data starting at the beginning of the day