



import warnings
from collections.abc import Callable
from typing import Any

import numpy
from matplotlib import pyplot

_UpperCamelCase											=			0.25 + 0.0J
_UpperCamelCase											=			-0.4 + 0.6J
_UpperCamelCase											=			-0.1 + 0.651J
_UpperCamelCase											=			-2.0
_UpperCamelCase											=			56
_UpperCamelCase											=			2.0
_UpperCamelCase											=			666


def   lowercase_	(   lowerCAmelCase__	:  List[str]			,							lowerCAmelCase__	:  Tuple ):

			"""simple docstring"""





			return numpy.exp(__lowerCAmelCase ) + c_parameter


def   lowercase_	(   lowerCAmelCase__	:  List[str]			,							lowerCAmelCase__	:  Optional[Any] ):

			"""simple docstring"""





			return z_values * z_values + c_parameter


def   lowercase_	(   lowerCAmelCase__	:  int			,							lowerCAmelCase__	:  Dict ):

			"""simple docstring"""





			__UpperCAmelCase   :      Dict										=     numpy.linspace(-window_size			,							__lowerCAmelCase			,							__lowerCAmelCase )
			__UpperCAmelCase   :      Union[str, Any]										=     x.reshape((nb_pixels, 1) )
			__UpperCAmelCase   :      Optional[int]										=     numpy.linspace(-window_size			,							__lowerCAmelCase			,							__lowerCAmelCase )
			__UpperCAmelCase   :      Union[str, Any]										=     y.reshape((1, nb_pixels) )
			return x + 1.0J * y


def   lowercase_	(   lowerCAmelCase__	:  Any			,							lowerCAmelCase__	:  Tuple			,							lowerCAmelCase__	:  Union[str, Any]			,							lowerCAmelCase__	:  Optional[Any]			,							lowerCAmelCase__	:  Union[str, Any] = None			,							):

			"""simple docstring"""





			__UpperCAmelCase   :      Any										=     z_a.astype("""complex64""" )
			for _ in range(__lowerCAmelCase ):
						__UpperCAmelCase   :      Dict										=     eval_function(__lowerCAmelCase			,							__lowerCAmelCase )
						if infinity is not None:
									numpy.nan_to_num(__lowerCAmelCase			,							copy=__lowerCAmelCase			,							nan=__lowerCAmelCase )
									__UpperCAmelCase   :      List[Any]										=     infinity
			return z_n


def   lowercase_	(   lowerCAmelCase__	:  Any			,							lowerCAmelCase__	:  str			,							lowerCAmelCase__	:  Any			,							lowerCAmelCase__	:  List[str]			,							):

			"""simple docstring"""





			__UpperCAmelCase   :      Union[str, Any]										=     (abs(__lowerCAmelCase )).transpose()
			__UpperCAmelCase   :      Optional[int]										=     abs_z_final[::-1, :]
			pyplot.matshow(abs_z_final < escape_radius )
			pyplot.title(f'Julia set of ${function_label}$, $c={function_params}$' )
			pyplot.show()


def   lowercase_	(   ):

			"""simple docstring"""





			warnings.filterwarnings(
			    """ignore"""			,							category=__lowerCAmelCase			,							message="""overflow encountered in multiply""" )
			warnings.filterwarnings(
			    """ignore"""			,							category=__lowerCAmelCase			,							message="""invalid value encountered in multiply"""			,							)
			warnings.filterwarnings(
			    """ignore"""			,							category=__lowerCAmelCase			,							message="""overflow encountered in absolute""" )
			warnings.filterwarnings(
			    """ignore"""			,							category=__lowerCAmelCase			,							message="""overflow encountered in exp""" )


if __name__ == "__main__":
					_UpperCamelCase											=			prepare_grid(window_size, nb_pixels)

					ignore_overflow_warnings()  # See file header for explanations

					_UpperCamelCase											=			24
					_UpperCamelCase											=			2 * abs(c_cauliflower) + 1
					_UpperCamelCase											=			iterate_function(
					    eval_quadratic_polynomial,
					    c_cauliflower,
					    nb_iterations,
					    z_a,
					    infinity=1.1 * escape_radius,
					)
					show_results('''z^2+c''', c_cauliflower, escape_radius, z_final)

					_UpperCamelCase											=			64
					_UpperCamelCase											=			2 * abs(c_polynomial_a) + 1
					_UpperCamelCase											=			iterate_function(
					    eval_quadratic_polynomial,
					    c_polynomial_a,
					    nb_iterations,
					    z_a,
					    infinity=1.1 * escape_radius,
					)
					show_results('''z^2+c''', c_polynomial_a, escape_radius, z_final)

					_UpperCamelCase											=			161
					_UpperCamelCase											=			2 * abs(c_polynomial_a) + 1
					_UpperCamelCase											=			iterate_function(
					    eval_quadratic_polynomial,
					    c_polynomial_a,
					    nb_iterations,
					    z_a,
					    infinity=1.1 * escape_radius,
					)
					show_results('''z^2+c''', c_polynomial_a, escape_radius, z_final)

					_UpperCamelCase											=			12
					_UpperCamelCase											=			1_0000.0
					_UpperCamelCase											=			iterate_function(
					    eval_exponential,
					    c_exponential,
					    nb_iterations,
					    z_a + 2,
					    infinity=1.0e10,
					)
					show_results('''e^z+c''', c_exponential, escape_radius, z_final)









'''simple docstring'''
import warnings

from ...utils import logging
from .image_processing_mobilenet_va import MobileNetVaImageProcessor


_UpperCamelCase											=			logging.get_logger(__name__)



class _A  (    __SCREAMING_SNAKE_CASE    ):





		def __init__(     self ,       *__UpperCAmelCase ,       **__UpperCAmelCase				)       ->     None:

					'''simple docstring'''
					warnings.warn(
					    """The class MobileNetV2FeatureExtractor is deprecated and will be removed in version 5 of Transformers."""
					    """ Please use MobileNetV2ImageProcessor instead.""" ,       __UpperCAmelCase ,       )
					super().__init__(*__UpperCAmelCase ,       **__UpperCAmelCase				)




