




'''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


UpperCAmelCase_							:	int	     =		logging.get_logger(__name__)

UpperCAmelCase_							:	Dict	     =		{}
UpperCAmelCase_							:	List[Any]	     =		{}
UpperCAmelCase_							:	int	     =		{}







def       _UpperCamelCase			(_lowerCamelCase				:  type ,						_lowerCamelCase				:  Optional[str] ,						_lowerCamelCase				:  Optional[List[str]] = None ,						)-> Any:




     '''simple docstring'''





     __snake_case            =	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__})'''						)
     __snake_case            =	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})'''						)
          __snake_case            =	format_type







def       _UpperCamelCase			(_lowerCamelCase				:  Exception ,						_lowerCamelCase				:  Optional[str] ,						_lowerCamelCase				:  Optional[List[str]] = None						)-> str:




     '''simple docstring'''





     __snake_case            =	aliases if aliases is not None else []
     for alias in set(aliases + [format_type]						):
          __snake_case            =	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:
     UpperCAmelCase_							:	str	     =		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:
     UpperCAmelCase_							:	Union[str, 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:
     UpperCAmelCase_							:	Union[str, Any]	     =		ValueError('''JAX needs to be installed to be able to return JAX arrays.''')
     _register_unavailable_formatter(_jax_error, '''jax''', aliases=[])







def       _UpperCamelCase			(_lowerCamelCase				:  Optional[str]						)-> Optional[str]:




     '''simple docstring'''





     if format_type in _FORMAT_TYPES_ALIASES:
          return _FORMAT_TYPES_ALIASES[format_type]
     else:
          return format_type







def       _UpperCamelCase			(_lowerCamelCase				:  Optional[str] ,						**_lowerCamelCase				:  Optional[Any]						)-> Formatter:




     '''simple docstring'''





     __snake_case            =	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}\''''						)









a__												=						'''Input must be a string of 8 numbers plus letter'''
a__												=						'''TRWAGMYFPDXBNJZSQVHLCKE'''



def   __UpperCAmelCase					(      __a :     str      )     ->	bool:

					"""simple docstring"""

					if not isinstance(__a						,__a      ):
										_a      :       List[str]   =						F"""Expected string as input, found {type(__a      ).__name__}"""
										raise TypeError(__a      )

					_a      :       List[Any]   =						spanish_id.replace('''-'''						,''''''      ).upper()
					if len(__a      ) != 9:
										raise ValueError(__a      )

					try:
										_a      :       Any   =						int(spanish_id_clean[0:8]      )
										_a      :       str   =						spanish_id_clean[8]
					except ValueError as ex:
										raise ValueError(__a      ) from ex

					if letter.isdigit():
										raise ValueError(__a      )

					return letter == LOOKUP_LETTERS[number % 23]


if __name__ == "__main__":
			import doctest

			doctest.testmod()



