



'''simple docstring'''


# flake8: noqa
# Lint as: python3

from typing import Dict, List, Optional, Type

from .. import config
from ..utils import logging
from .formatting import (
    ArrowFormatter,
    CustomFormatter,
    Formatter,
    PandasFormatter,
    PythonFormatter,
    TensorFormatter,
    format_table,
    query_table,
)
from .np_formatter import NumpyFormatter


_lowerCamelCase	:       Any      	=	logging.get_logger(__name__)

_lowerCamelCase	:       Dict[Optional[str], Type[Formatter]]      	=	{}
_lowerCamelCase	:       Dict[Optional[str], str]      	=	{}
_lowerCamelCase	:       Dict[Optional[str], Exception]      	=	{}







def 				__lowerCamelCase				(   A__    ,						A__    ,						A__ = None    ,						)       ->	Any:






   """simple docstring"""
   UpperCamelCase					=  aliases if aliases is not None else []
   if format_type in _FORMAT_TYPES:
      logger.warning(
          F"""Overwriting format type '{format_type}' ({_FORMAT_TYPES[format_type].__name__} -> {formatter_cls.__name__})"""    )
   UpperCamelCase					=  formatter_cls
   for alias in set(aliases + [format_type]    ):
      if alias in _FORMAT_TYPES_ALIASES:
         logger.warning(
             F"""Overwriting format type alias '{alias}' ({_FORMAT_TYPES_ALIASES[alias]} -> {format_type})"""    )
      UpperCamelCase					=  format_type







def 				__lowerCamelCase				(   A__    ,						A__    ,						A__ = None    )       ->	Any:






   """simple docstring"""
   UpperCamelCase					=  aliases if aliases is not None else []
   for alias in set(aliases + [format_type]    ):
      UpperCamelCase					=  unavailable_error


# Here we define all the available formatting functions that can be used by `Dataset.set_format`
_register_formatter(PythonFormatter, None, aliases=["python"])
_register_formatter(ArrowFormatter, "arrow", aliases=["pa", "pyarrow"])
_register_formatter(NumpyFormatter, "numpy", aliases=["np"])
_register_formatter(PandasFormatter, "pandas", aliases=["pd"])
_register_formatter(CustomFormatter, "custom")

if config.TORCH_AVAILABLE:
   from .torch_formatter import TorchFormatter

   _register_formatter(TorchFormatter, "torch", aliases=["pt", "pytorch"])
else:
   _lowerCamelCase	:       Optional[int]      	=	ValueError("PyTorch needs to be installed to be able to return PyTorch tensors.")
   _register_unavailable_formatter(_torch_error, "torch", aliases=["pt", "pytorch"])

if config.TF_AVAILABLE:
   from .tf_formatter import TFFormatter

   _register_formatter(TFFormatter, "tensorflow", aliases=["tf"])
else:
   _lowerCamelCase	:       Any      	=	ValueError("Tensorflow needs to be installed to be able to return Tensorflow tensors.")
   _register_unavailable_formatter(_tf_error, "tensorflow", aliases=["tf"])

if config.JAX_AVAILABLE:
   from .jax_formatter import JaxFormatter

   _register_formatter(JaxFormatter, "jax", aliases=[])
else:
   _lowerCamelCase	:       str      	=	ValueError("JAX needs to be installed to be able to return JAX arrays.")
   _register_unavailable_formatter(_jax_error, "jax", aliases=[])







def 				__lowerCamelCase				(   A__    )       ->	Optional[str]:






   """simple docstring"""
   if format_type in _FORMAT_TYPES_ALIASES:
      return _FORMAT_TYPES_ALIASES[format_type]
   else:
      return format_type







def 				__lowerCamelCase				(   A__    ,						**A__    )       ->	Formatter:






   """simple docstring"""
   UpperCamelCase					=  get_format_type_from_alias(A__    )
   if format_type in _FORMAT_TYPES:
      return _FORMAT_TYPES[format_type](**A__    )
   if format_type in _FORMAT_TYPES_ALIASES_UNAVAILABLE:
      raise _FORMAT_TYPES_ALIASES_UNAVAILABLE[format_type]
   else:
      raise ValueError(
          F"""Return type should be None or selected in {list(type for type in _FORMAT_TYPES.keys() if type != None    )}, but got '{format_type}'"""    )






'''simple docstring'''


def 				__lowerCamelCase				(   A__ = 10**9    )       ->	int:






   """simple docstring"""
   UpperCamelCase					=  1
   UpperCamelCase					=  2

   UpperCamelCase					=  0
   UpperCamelCase					=  0
   UpperCamelCase					=  0
   while perimeter <= max_perimeter:
      perimeters_sum += perimeter

      prev_value += 2 * value
      value += prev_value

      UpperCamelCase					=  2 * value + 2 if i % 2 == 0 else 2 * value - 2
      i += 1

   return perimeters_sum


if __name__ == "__main__":
   print(f'''{solution() = }''')

