"""simple docstring"""







import os

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

from .logging import get_logger


_SCREAMING_SNAKE_CASE  :		Optional[Any]        =      2 << 2_0  # 2mb
_SCREAMING_SNAKE_CASE  :		int        =      get_logger(__name__)






class     _SCREAMING_SNAKE_CASE       ( lowercase_							):



   '''simple docstring'''



   def       _A							(  self  ):


      '''simple docstring'''

      __lowerCamelCase								=				self._options.get_all_options().get('runner'  )
      return runner in [None, "DirectRunner", "PortableRunner"]



def 			A__						(  lowercase_    :  Optional[int]			,   lowercase_    :  Tuple			,   lowercase_    :  Dict=False	)     ->       Any:

   '''simple docstring'''





   __lowerCamelCase								=				FileSystems
   if fs.exists(lowercase_	):
      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(lowercase_	) as remote_file:
      with open(lowercase_			,   'rb'	) as local_file:
         __lowerCamelCase								=				local_file.read(lowercase_	)
         while chunk:
            remote_file.write(lowercase_	)
            __lowerCamelCase								=				local_file.read(lowercase_	)



def 			A__						(  lowercase_    :  Union[str, Any]			,   lowercase_    :  Union[str, Any]			,   lowercase_    :  Optional[Any]=False	)     ->       Optional[int]:

   '''simple docstring'''





   __lowerCamelCase								=				FileSystems
   if os.path.exists(lowercase_	):
      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(lowercase_	) as remote_file:
      with open(lowercase_			,   'wb'	) as local_file:
         __lowerCamelCase								=				remote_file.read(lowercase_	)
         while chunk:
            local_file.write(lowercase_	)
            __lowerCamelCase								=				remote_file.read(lowercase_	)







"""simple docstring"""







from __future__ import annotations

from collections.abc import Callable



def 			A__						(  lowercase_    :  Callable[[int | float], int | float]			,   lowercase_    :  int | float			,   lowercase_    :  int | float			,   lowercase_    :  int = 100			,   )     ->       float:
   __lowerCamelCase								=				x_start
   __lowerCamelCase								=				fnc(lowercase_	)
   __lowerCamelCase								=				0.0

   for _ in range(lowercase_	):
      # Approximates small segments of curve as linear and solve
      # for trapezoidal area
      __lowerCamelCase								=				(x_end - x_start) / steps + xa
      __lowerCamelCase								=				fnc(lowercase_	)
      area += abs(fxa + fxa	) * (xa - xa) / 2

      # Increment step
      __lowerCamelCase								=				xa
      __lowerCamelCase								=				fxa
   return area


if __name__ == "__main__":



     def 			A__						(  lowercase_    :  Union[str, Any]	)     ->       int:
        return x**3

     print('''f(x) = x^3''')
     print('''The area between the curve, x = -10, x = 10 and the x axis is:''')
     _SCREAMING_SNAKE_CASE  :		Any        =      1_0
     while i <= 1_0_0_0_0_0:
          _SCREAMING_SNAKE_CASE  :		List[str]        =      trapezoidal_area(f, -5, 5, i)
          print(F"with {i} steps: {area}")
          i *= 1_0






