

'''simple docstring'''

from cva import COLOR_BGR2GRAY, cvtColor, imread, imshow, waitKey
from numpy import array, dot, pad, ravel, uinta, zeros





def 				lowercase (					__magic_name__			,   __magic_name__							):



					'''simple docstring'''







					UpperCAmelCase ,			UpperCAmelCase		:							Union[str, Any]        =       image.shape
					UpperCAmelCase		:							Union[str, Any]        =       cols - block_size[1] + 1
					UpperCAmelCase		:							Any        =       rows - block_size[0] + 1
					UpperCAmelCase		:							Optional[Any]        =       zeros((dst_height * dst_width, block_size[1] * block_size[0])							)
					UpperCAmelCase		:							str        =       0
					for i in range(0			,   __magic_name__							):
										for j in range(0			,   __magic_name__							):
															UpperCAmelCase		:							List[str]        =       ravel(image[i : i + block_size[0], j : j + block_size[1]]							)
															UpperCAmelCase		:							str        =       window
															row += 1

					return image_array





def 				lowercase (					__magic_name__			,   __magic_name__							):



					'''simple docstring'''







					UpperCAmelCase ,			UpperCAmelCase		:							Optional[int]        =       image.shape[0], image.shape[1]
					UpperCAmelCase		:							Union[str, Any]        =       filter_kernel.shape[0]
					UpperCAmelCase		:							Tuple        =       k_size // 2
					# Pads image with the edge values of array.
					UpperCAmelCase		:							List[str]        =       pad(__magic_name__			,   __magic_name__			,   mode="edge"							)

					# im2col, turn the k_size*k_size pixels into a row and np.vstack all rows
					UpperCAmelCase		:							Optional[Any]        =       imacol(__magic_name__			,   (k_size, k_size)							)

					#  turn the kernel into shape(k*k, 1)
					UpperCAmelCase		:							int        =       ravel(__magic_name__							)
					# reshape and get the dst image
					UpperCAmelCase		:							Dict        =       dot(__magic_name__			,   __magic_name__							).reshape(__magic_name__			,   __magic_name__							)
					return dst


if __name__ == "__main__":
				# read original image
				a       :      List[str]  	=			imread(R"../image_data/lena.jpg")
				# turn image in gray scale value
				a       :      Dict  	=			cvtColor(img, COLOR_BGR2GRAY)
				# Laplace operator
				a       :      Any  	=			array([[0, 1, 0], [1, -4, 1], [0, 1, 0]])
				a       :      str  	=			img_convolve(gray, Laplace_kernel).astype(uinta)
				imshow("Laplacian", out)
				waitKey(0)



'''simple docstring'''

import math

import qiskit
from qiskit import Aer, ClassicalRegister, QuantumCircuit, QuantumRegister, execute





def 				lowercase (					__magic_name__ = 1			,   __magic_name__ = 1							):



					'''simple docstring'''







					if isinstance(__magic_name__			,   __magic_name__							) or isinstance(__magic_name__			,   __magic_name__							):
										raise TypeError("inputs must be integers."							)
					if (bit_a < 0) or (bit_a < 0):
										raise ValueError("inputs must be positive."							)
					if (math.floor(__magic_name__							) != bit_a) or (math.floor(__magic_name__							) != bit_a):
										raise ValueError("inputs must be exact integers."							)
					if (bit_a > 1) or (bit_a > 1):
										raise ValueError("inputs must be less or equal to 1."							)

					# build registers
					UpperCAmelCase		:							List[Any]        =       QuantumRegister(2			,   "qr"							)
					UpperCAmelCase		:							Optional[int]        =       ClassicalRegister(2			,   "cr"							)

					UpperCAmelCase		:							Optional[int]        =       QuantumCircuit(__magic_name__			,   __magic_name__							)

					# entanglement the qubits
					quantum_circuit.h(1							)
					quantum_circuit.cx(1			,   0							)

					# send the information
					UpperCAmelCase		:							Any        =       str(__magic_name__							) + str(__magic_name__							)

					if c_information == "11":
										quantum_circuit.x(1							)
										quantum_circuit.z(1							)
					elif c_information == "10":
										quantum_circuit.z(1							)
					elif c_information == "01":
										quantum_circuit.x(1							)
					else:
										quantum_circuit.i(1							)

					# unentangled the circuit
					quantum_circuit.cx(1			,   0							)
					quantum_circuit.h(1							)

					# measure the circuit
					quantum_circuit.measure(__magic_name__			,   __magic_name__							)

					UpperCAmelCase		:							Tuple        =       Aer.get_backend("aer_simulator"							)
					UpperCAmelCase		:							Any        =       execute(__magic_name__			,   __magic_name__			,   shots=1000							)

					return job.result().get_counts(__magic_name__							)


if __name__ == "__main__":
				print(F'Counts for classical state send: {superdense_coding(1,1)}')
