
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


_SCREAMING_SNAKE_CASE    :      Union[str, Any]          =			logging.get_logger(__name__)

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

def 				SCREAMING_SNAKE_CASE     (      __UpperCamelCase :						Union[str, Any]							,						__UpperCamelCase :						List[Any]							,						__UpperCamelCase :						str = None							,						) ->       str:

				"""simple docstring"""







				A__  :	Dict         =							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__})"       )
				A__  :	str         =							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})"       )
								A__  :	List[str]         =							format_type

def 				SCREAMING_SNAKE_CASE     (      __UpperCamelCase :						Union[str, Any]							,						__UpperCamelCase :						str							,						__UpperCamelCase :						Union[str, Any] = None       ) ->       Dict:

				"""simple docstring"""







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

def 				SCREAMING_SNAKE_CASE     (      __UpperCamelCase :						List[Any]       ) ->       Optional[str]:

				"""simple docstring"""







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



def 				SCREAMING_SNAKE_CASE     (      __UpperCamelCase :						Union[str, Any]							,						**__UpperCamelCase :						str       ) ->       Formatter:

				"""simple docstring"""







				A__  :	List[Any]         =							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}'"       )



from PIL import Image

def 				SCREAMING_SNAKE_CASE     (      __UpperCamelCase :						Image							,						__UpperCamelCase :						float       ) ->       Image:

				"""simple docstring"""







				def brightness(__UpperCamelCase :						int       ) -> float:
								return 1_28 + level + (c - 1_28)

				if not -2_5_5.0 <= level <= 2_5_5.0:
								raise ValueError('''level must be between -255.0 (black) and 255.0 (white)'''       )
				return img.point(__UpperCamelCase       )


if __name__ == "__main__":
					# Load image
					with Image.open('image_data/lena.jpg') as img:
										# Change brightness to 100
										_SCREAMING_SNAKE_CASE    :      Dict          =			change_brightness(img, 1_0_0)
										brigt_img.save('image_data/lena_brightness.png', format='png')