



"""simple docstring"""
import warnings
from collections.abc import Callable
from typing import Any

import numpy
from matplotlib import pyplot

_lowerCAmelCase					:Optional[int]  =      0.25 + 0.0j
_lowerCAmelCase					:Tuple  =      -0.4 + 0.6j
_lowerCAmelCase					:str  =      -0.1 + 0.651j
_lowerCAmelCase					:Optional[int]  =      -2.0
_lowerCAmelCase					:List[str]  =      56
_lowerCAmelCase					:List[Any]  =      2.0
_lowerCAmelCase					:Union[str, Any]  =      666





def 				lowerCamelCase_		(UpperCamelCase__	:	complex  , UpperCamelCase__	:	numpy.ndarray							):
    return numpy.exp(UpperCamelCase__							) + c_parameter





def 				lowerCamelCase_		(UpperCamelCase__	:	complex  , UpperCamelCase__	:	numpy.ndarray							):
    return z_values * z_values + c_parameter





def 				lowerCamelCase_		(UpperCamelCase__	:	float  , UpperCamelCase__	:	int							):
    _UpperCAmelCase							:						Tuple       							=					numpy.linspace(-window_size  , UpperCamelCase__  , UpperCamelCase__							)
    _UpperCAmelCase							:						Any       							=					x.reshape((nb_pixels, 1)							)
    _UpperCAmelCase							:						Union[str, Any]       							=					numpy.linspace(-window_size  , UpperCamelCase__  , UpperCamelCase__							)
    _UpperCAmelCase							:						List[str]       							=					y.reshape((1, nb_pixels)							)
    return x + 1.0J * y





def 				lowerCamelCase_		(UpperCamelCase__	:	Callable[[Any, numpy.ndarray], numpy.ndarray]  , UpperCamelCase__	:	Any  , UpperCamelCase__	:	int  , UpperCamelCase__	:	numpy.ndarray  , UpperCamelCase__	:	float | None = None  , ):
    _UpperCAmelCase							:						Dict       							=					z_a.astype('''complex64'''							)
    for _ in range(UpperCamelCase__							):
        _UpperCAmelCase							:						Optional[Any]       							=					eval_function(UpperCamelCase__  , UpperCamelCase__							)
        if infinity is not None:
            numpy.nan_to_num(UpperCamelCase__  , copy=UpperCamelCase__  , nan=UpperCamelCase__							)
            _UpperCAmelCase							:						List[Any]       							=					infinity
    return z_n





def 				lowerCamelCase_		(UpperCamelCase__	:	str  , UpperCamelCase__	:	Any  , UpperCamelCase__	:	float  , UpperCamelCase__	:	numpy.ndarray  , ):
    _UpperCAmelCase							:						int       							=					(abs(UpperCamelCase__							)).transpose()
    _UpperCAmelCase							:						str       							=					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_		():
    warnings.filterwarnings(
        '''ignore'''  , category=UpperCamelCase__  , message='''overflow encountered in multiply'''							)
    warnings.filterwarnings(
        '''ignore'''  , category=UpperCamelCase__  , message='''invalid value encountered in multiply'''  , )
    warnings.filterwarnings(
        '''ignore'''  , category=UpperCamelCase__  , message='''overflow encountered in absolute'''							)
    warnings.filterwarnings(
        '''ignore'''  , category=UpperCamelCase__  , message='''overflow encountered in exp'''							)


if __name__ == "__main__":
  _lowerCAmelCase					:Optional[int]  =      prepare_grid(window_size, nb_pixels)

  ignore_overflow_warnings()  # See file header for explanations

  _lowerCAmelCase					:Optional[Any]  =      24
  _lowerCAmelCase					:Optional[int]  =      2 * abs(c_cauliflower) + 1
  _lowerCAmelCase					:Optional[int]  =      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					:Union[str, Any]  =      64
  _lowerCAmelCase					:Optional[int]  =      2 * abs(c_polynomial_a) + 1
  _lowerCAmelCase					:Optional[Any]  =      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					:Optional[Any]  =      161
  _lowerCAmelCase					:Optional[Any]  =      2 * abs(c_polynomial_a) + 1
  _lowerCAmelCase					:Union[str, Any]  =      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					:Optional[int]  =      12
  _lowerCAmelCase					:Optional[Any]  =      10000.0
  _lowerCAmelCase					:List[str]  =      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 os

from apache_beam.io.filesystems import FileSystems
from apache_beam.pipeline import Pipeline

from .logging import get_logger


_lowerCAmelCase					:Optional[int]  =      2 << 20  # 2mb
_lowerCAmelCase					:Union[str, Any]  =      get_logger(__name__)
class 							_UpperCAmelCase							(				a   ):





     '''simple docstring'''



     def 				__lowerCAmelCase			(      self	)							->      Any:
         _UpperCAmelCase							:						str       							=					self._options.get_all_options().get('''runner'''	)
         return runner in [None, "DirectRunner", "PortableRunner"]





def 				lowerCamelCase_		(UpperCamelCase__	:	List[str]  , UpperCamelCase__	:	str  , UpperCamelCase__	:	Dict=False							):
    _UpperCAmelCase							:						Union[str, Any]       							=					FileSystems
    if fs.exists(UpperCamelCase__							):
        if force_upload:
            logger.info(F'Remote path already exist: {remote_file_path}. Overwriting it as force_upload=True.'							)
        else:
            logger.info(F'Remote path already exist: {remote_file_path}. Skipping it as force_upload=False.'							)
            return
    with fs.create(UpperCamelCase__							) as remote_file:
        with open(UpperCamelCase__  , '''rb'''							) as local_file:
            _UpperCAmelCase							:						Optional[Any]       							=					local_file.read(UpperCamelCase__							)
            while chunk:
                remote_file.write(UpperCamelCase__							)
                _UpperCAmelCase							:						List[Any]       							=					local_file.read(UpperCamelCase__							)





def 				lowerCamelCase_		(UpperCamelCase__	:	int  , UpperCamelCase__	:	Dict  , UpperCamelCase__	:	str=False							):
    _UpperCAmelCase							:						int       							=					FileSystems
    if os.path.exists(UpperCamelCase__							):
        if force_download:
            logger.info(F'Local path already exist: {remote_file_path}. Overwriting it as force_upload=True.'							)
        else:
            logger.info(F'Local path already exist: {remote_file_path}. Skipping it as force_upload=False.'							)
            return
    with fs.open(UpperCamelCase__							) as remote_file:
        with open(UpperCamelCase__  , '''wb'''							) as local_file:
            _UpperCAmelCase							:						List[str]       							=					remote_file.read(UpperCamelCase__							)
            while chunk:
                local_file.write(UpperCamelCase__							)
                _UpperCAmelCase							:						List[Any]       							=					remote_file.read(UpperCamelCase__							)


