






'''simple docstring'''

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__						:Optional[int]          =			logging.get_logger(__name__)

UpperCAmelCase__						:Dict[Optional[str], Type[Formatter]]          =			{}
UpperCAmelCase__						:Dict[Optional[str], str]          =			{}
UpperCAmelCase__						:Dict[Optional[str], Exception]          =			{}
def     __lowercase  (_lowercase,						_lowercase,						_lowercase = None,						)   ->     List[Any]:


     """simple docstring"""
     __lowerCamelCase						:       Optional[Any]				   =				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__})"     )
     __lowerCamelCase						:       int				   =				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})"     )
          __lowerCamelCase						:       Union[str, Any]				   =				format_type
def     __lowercase  (_lowercase,						_lowercase,						_lowercase = None     )   ->     List[Any]:


     """simple docstring"""
     __lowerCamelCase						:       str				   =				aliases if aliases is not None else []
     for alias in set(aliases + [format_type]     ):
          __lowerCamelCase						:       int				   =				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__						:List[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__						:Optional[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__						:Optional[int]          =			ValueError("""JAX needs to be installed to be able to return JAX arrays.""")
 _register_unavailable_formatter(_jax_error, """jax""", aliases=[])
def     __lowercase  (_lowercase     )   ->     Optional[str]:


     """simple docstring"""
     if format_type in _FORMAT_TYPES_ALIASES:
          return _FORMAT_TYPES_ALIASES[format_type]
     else:
          return format_type
def     __lowercase  (_lowercase,						**_lowercase     )   ->     Formatter:


     """simple docstring"""
     __lowerCamelCase						:       Any				   =				get_format_type_from_alias(_lowercase     )
     if format_type in _FORMAT_TYPES:
          return _FORMAT_TYPES[format_type](**_lowercase     )
     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'''

import math
def     __lowercase  ()   ->     None:


     """simple docstring"""
     __lowerCamelCase						:       Optional[int]				   =				input("""Enter message: """     )
     __lowerCamelCase						:       Optional[Any]				   =				int(input(f"Enter key [2-{len(_lowercase     ) - 1}]: "     )     )
     __lowerCamelCase						:       Dict				   =				input("""Encryption/Decryption [e/d]: """     )

     if mode.lower().startswith("""e"""     ):
          __lowerCamelCase						:       Any				   =				encrypt_message(_lowercase,						_lowercase     )
     elif mode.lower().startswith("""d"""     ):
          __lowerCamelCase						:       int				   =				decrypt_message(_lowercase,						_lowercase     )

     # Append pipe symbol (vertical bar) to identify spaces at the end.
     print(f"Output:\n{text + '|'}"     )
def     __lowercase  (_lowercase,						_lowercase     )   ->     str:


     """simple docstring"""
     __lowerCamelCase						:       int				   =				[""""""] * key
     for col in range(_lowercase     ):
          __lowerCamelCase						:       Optional[Any]				   =				col
          while pointer < len(_lowercase     ):
               cipher_text[col] += message[pointer]
               pointer += key
     return "".join(_lowercase     )
def     __lowercase  (_lowercase,						_lowercase     )   ->     str:


     """simple docstring"""
     __lowerCamelCase						:       List[str]				   =				math.ceil(len(_lowercase     ) / key     )
     __lowerCamelCase						:       List[str]				   =				key
     __lowerCamelCase						:       Tuple				   =				(num_cols * num_rows) - len(_lowercase     )
     __lowerCamelCase						:       List[str]				   =				[""""""] * num_cols
     __lowerCamelCase						:       List[str]				   =				0
     __lowerCamelCase						:       List[Any]				   =				0

     for symbol in message:
          plain_text[col] += symbol
          col += 1

          if (
              (col == num_cols)
              or (col == num_cols - 1)
              and (row >= num_rows - num_shaded_boxes)
          ):
               __lowerCamelCase						:       int				   =				0
               row += 1

     return "".join(_lowercase     )


if __name__ == "__main__":
   import doctest

   doctest.testmod()
   main()



