

'''simple docstring'''

import doctest
from collections import deque

import numpy as np

class       UpperCAmelCase :




		def __init__(self      :	int				)					-> None:
						lowercase         = [2, 1, 2, -1]
						lowercase         = [1, 2, 3, 4]





		def 				UpperCAmelCase__   (self      :	List[Any]				)					-> list[float]:
						lowercase         = len(self.first_signal				)
						lowercase         = len(self.second_signal				)

						lowercase         = max(A__							,			A__				)

						# create a zero matrix of max_length x max_length
						lowercase         = [[0] * max_length for i in range(A__				)]

						# fills the smaller signal with zeros to make both signals of same length
						if length_first_signal < length_second_signal:
										self.first_signal += [0] * (max_length - length_first_signal)
						elif length_first_signal > length_second_signal:
										self.second_signal += [0] * (max_length - length_second_signal)
						for i in range(A__				):
										lowercase         = deque(self.second_signal				)
										rotated_signal.rotate(A__				)
										for j, item in enumerate(A__				):
														matrix[i][j] += item

														# multiply the matrix with the first signal
						lowercase         = np.matmul(np.transpose(A__				)							,			np.transpose(self.first_signal				)				)

						# rounding-off to two decimal places
						return [round(A__							,			2				) for i in final_signal]


if __name__ == "__main__":
			doctest.testmod()











'''simple docstring'''

import warnings

from ...utils import logging
from .image_processing_clip import CLIPImageProcessor


__lowerCamelCase : Union[str, Any]											=			logging.get_logger(__name__)

class       UpperCAmelCase (						_lowercase  ):




		def __init__(self      :	Tuple							,			*A__      :	Union[str, Any]							,			**A__      :	Optional[Any]				)					-> None:
						warnings.warn(
						    "The class CLIPFeatureExtractor is deprecated and will be removed in version 5 of Transformers. Please"
						    " use CLIPImageProcessor instead."							,			A__							,			)
						super().__init__(*A__							,			**A__				)




