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

import numpy
from matplotlib import pyplot

lowerCAmelCase__  	=      0.2_5 + 0.0j
lowerCAmelCase__  	=      -0.4 + 0.6j
lowerCAmelCase__  	=      -0.1 + 0.651j
lowerCAmelCase__  	=      -2.0
lowerCAmelCase__  	=      5_6
lowerCAmelCase__  	=      2.0
lowerCAmelCase__  	=      6_6_6

def 	__lowerCamelCase							(				__a    : complex      ,							__a    : numpy.ndarray		)      ->       numpy.ndarray:
	return numpy.exp(__a		) + c_parameter

def 	__lowerCamelCase							(				__a    : complex      ,							__a    : numpy.ndarray		)      ->       numpy.ndarray:
	return z_values * z_values + c_parameter

def 	__lowerCamelCase							(				__a    : float      ,							__a    : int		)      ->       numpy.ndarray:
	_lowercase   =numpy.linspace(-window_size      ,							__a      ,							__a		)
	_lowercase   =x.reshape((nb_pixels, 1)		)
	_lowercase   =numpy.linspace(-window_size      ,							__a      ,							__a		)
	_lowercase   =y.reshape((1, nb_pixels)		)
	return x + 1.0j * y

def 	__lowerCamelCase							(				__a    : Callable[[Any, numpy.ndarray], numpy.ndarray]      ,							__a    : Any      ,							__a    : int      ,							__a    : numpy.ndarray      ,							__a    : float | None = None      ,							)      ->       numpy.ndarray:
	_lowercase   =z_a.astype("complex64"		)
	for _ in range(__a		):
		_lowercase   =eval_function(__a      ,							__a		)
		if infinity is not None:
			numpy.nan_to_num(__a      ,							copy=__a      ,							nan=__a		)
			_lowercase   =infinity
	return z_n

def 	__lowerCamelCase							(				__a    : str      ,							__a    : Any      ,							__a    : float      ,							__a    : numpy.ndarray      ,							)      ->       None:
	_lowercase   =(abs(__a		)).transpose()
	_lowercase   =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 	__lowerCamelCase							(				)      ->       None:
	warnings.filterwarnings(
	    "ignore"      ,							category=__a      ,							message="overflow encountered in multiply"		)
	warnings.filterwarnings(
	    "ignore"      ,							category=__a      ,							message="invalid value encountered in multiply"      ,							)
	warnings.filterwarnings(
	    "ignore"      ,							category=__a      ,							message="overflow encountered in absolute"		)
	warnings.filterwarnings(
	    "ignore"      ,							category=__a      ,							message="overflow encountered in exp"		)


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

						ignore_overflow_warnings()  # See file header for explanations

						lowerCAmelCase__  	=      2_4
						lowerCAmelCase__  	=      2 * abs(c_cauliflower) + 1
						lowerCAmelCase__  	=      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)

						lowerCAmelCase__  	=      6_4
						lowerCAmelCase__  	=      2 * abs(c_polynomial_a) + 1
						lowerCAmelCase__  	=      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)

						lowerCAmelCase__  	=      1_6_1
						lowerCAmelCase__  	=      2 * abs(c_polynomial_a) + 1
						lowerCAmelCase__  	=      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)

						lowerCAmelCase__  	=      1_2
						lowerCAmelCase__  	=      1_0_0_0_0.0
						lowerCAmelCase__  	=      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)





from __future__ import annotations

import sys
class 	_a  :



	"""simple docstring"""



	def __init__(   self       ,  lowerCAmelCase_       ,  lowerCAmelCase_       ):
		_lowercase   =letter
		_lowercase   =freq
		_lowercase   ={}


	def __repr__(   self       ):
		return F'''{self.letter}:{self.freq}'''

class 	_a  :



	"""simple docstring"""



	def __init__(   self       ,  lowerCAmelCase_       ,  lowerCAmelCase_       ,  lowerCAmelCase_       ):
		_lowercase   =freq
		_lowercase   =left
		_lowercase   =right

def 	__lowerCamelCase							(				__a    : str		)      ->       list[Letter]:
	_lowercase   ={}
	with open(__a		) as f:
		while True:
			_lowercase   =f.read(1		)
			if not c:
				break
			_lowercase   =chars[c] + 1 if c in chars else 1
	return sorted((Letter(__a      ,							__a		) for c, f in chars.items())      ,							key=lambda __a		: x.freq		)

def 	__lowerCamelCase							(				__a    : list[Letter]		)      ->       Letter | TreeNode:
	_lowercase   =letters  # type: ignore
	while len(__a		) > 1:
		_lowercase   =response.pop(0		)
		_lowercase   =response.pop(0		)
		_lowercase   =left.freq + right.freq
		_lowercase   =TreeNode(__a      ,							__a      ,							__a		)
		response.append(__a		)
		response.sort(key=lambda __a		: x.freq		)
	return response[0]

def 	__lowerCamelCase							(				__a    : Letter | TreeNode      ,							__a    : str		)      ->       list[Letter]:
	if isinstance(__a      ,							__a		):
		_lowercase   =bitstring
		return [root]
	_lowercase   =root  # type: ignore
	_lowercase   =[]
	letters += traverse_tree(treenode.left      ,							bitstring + "0"		)
	letters += traverse_tree(treenode.right      ,							bitstring + "1"		)
	return letters

def 	__lowerCamelCase							(				__a    : str		)      ->       None:
	_lowercase   =parse_file(__a		)
	_lowercase   =build_tree(__a		)
	_lowercase   ={
	    k: v for letter in traverse_tree(__a      ,							""		) for k, v in letter.bitstring.items()
	}
	print(f'''Huffman Coding  of {file_path}: '''		)
	with open(__a		) as f:
		while True:
			_lowercase   =f.read(1		)
			if not c:
				break
			print(letters[c]      ,							end=" "		)
	print()


if __name__ == "__main__":
						# pass the file path to the huffman function
						huffman(sys.argv[1])




