






# 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


snake_case    				=		logging.get_logger(__name__)

snake_case    				=		{}
snake_case    				=		{}
snake_case    				=		{}


def   lowerCamelCase__			(     lowercase						,     lowercase						,     lowercase = None						,     ):

  """simple docstring"""






  SCREAMING_SNAKE_CASE       :      Optional[int]							=    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__})'''				)
  SCREAMING_SNAKE_CASE       :      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})'''				)
    SCREAMING_SNAKE_CASE       :      List[Any]							=    format_type


def   lowerCamelCase__			(     lowercase						,     lowercase						,     lowercase = None				):

  """simple docstring"""






  SCREAMING_SNAKE_CASE       :      Tuple							=    aliases if aliases is not None else []
  for alias in set(aliases + [format_type]				):
    SCREAMING_SNAKE_CASE       :      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:
   snake_case    				=		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:
   snake_case    				=		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:
   snake_case    				=		ValueError("""JAX needs to be installed to be able to return JAX arrays.""")
   _register_unavailable_formatter(_jax_error, """jax""", aliases=[])


def   lowerCamelCase__			(     lowercase				):

  """simple docstring"""






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


def   lowerCamelCase__			(     lowercase						,     **lowercase				):

  """simple docstring"""






  SCREAMING_SNAKE_CASE       :      List[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}\''''				)














snake_case    				=		"""Tobias Carryer"""

from time import time


class  SCREAMING_SNAKE_CASE			:
     '''simple docstring'''


     def __init__(				self       :	List[Any]					, UpperCAmelCase_       :	List[str]					, UpperCAmelCase_       :	Optional[int]					, UpperCAmelCase_       :	Any					, UpperCAmelCase_       :	int=int(time()      )      ):  # noqa: B008
       SCREAMING_SNAKE_CASE       :      Optional[Any]							=    multiplier
       SCREAMING_SNAKE_CASE       :      Tuple							=    increment
       SCREAMING_SNAKE_CASE       :      int							=    modulo
       SCREAMING_SNAKE_CASE       :      Optional[int]							=    seed






     def 				_A       (				self       :	Tuple      ):
       SCREAMING_SNAKE_CASE       :      Optional[Any]							=    (self.multiplier * self.seed + self.increment) % self.modulo
       return self.seed


if __name__ == "__main__":
   # Show the LCG in action.
   snake_case    				=		LinearCongruentialGenerator(1_664_525, 1_013_904_223, 2 << 31)
   while True:
      print(lcg.next_number())






