





# 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 							SCREAMING_SNAKE_CASE__       (  snake_case__  :type			,							snake_case__  :Optional[str]			,							snake_case__  :Optional[List[str]] = None			,							)      ->						str:
  _lowercase							= 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__})"""     )
  _lowercase							= 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})"""     )
    _lowercase							= format_type

def 							SCREAMING_SNAKE_CASE__       (  snake_case__  :Exception			,							snake_case__  :Optional[str]			,							snake_case__  :Optional[List[str]] = None     )      ->						Optional[Any]:
  _lowercase							= aliases if aliases is not None else []
  for alias in set(aliases + [format_type]     ):
    _lowercase							= 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 							SCREAMING_SNAKE_CASE__       (  snake_case__  :Optional[str]     )      ->						Optional[str]:
  if format_type in _FORMAT_TYPES_ALIASES:
    return _FORMAT_TYPES_ALIASES[format_type]
  else:
    return format_type







def 							SCREAMING_SNAKE_CASE__       (  snake_case__  :Optional[str]			,							**snake_case__  :Optional[Any]     )      ->						Formatter:
  _lowercase							= get_format_type_from_alias(snake_case__     )
  if format_type in _FORMAT_TYPES:
    return _FORMAT_TYPES[format_type](**snake_case__     )
  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 				=       8.3_144_598

def 							SCREAMING_SNAKE_CASE__       (  snake_case__  :float			,							snake_case__  :float     )      ->						float:
  if temperature < 0:
    raise Exception('Temperature cannot be less than 0 K'     )
  if molar_mass <= 0:
    raise Exception('Molar mass cannot be less than or equal to 0 kg/mol'     )
  else:
    return (3 * UNIVERSAL_GAS_CONSTANT * temperature / molar_mass) ** 0.5


if __name__ == "__main__":
      import doctest

      # run doctest
      doctest.testmod()

      # example
      snake_case 				=       3_0_0
      snake_case 				=       2_8
      snake_case 				=       rms_speed_of_molecule(temperature, molar_mass)
      print(F"""Vrms of Nitrogen gas at 300 K is {vrms} m/s""")