
"""simple docstring"""



import copy
import re





class 				a			:
      UpperCamelCase							:   str           =     """hp"""
      UpperCamelCase							:   List[Any]           =     {}
      UpperCamelCase							:   Optional[int]           =     None



      @classmethod
      def  __snake_case							(   cls     ,	UpperCamelCase_     ,	UpperCamelCase_      ):
          UpperCAmelCase__	:      List[Any]     							=					prefix
          UpperCAmelCase__	:      Dict     							=					defaults
          cls.build_naming_info()



      @staticmethod
      def  __snake_case							(   UpperCamelCase_     ,	UpperCamelCase_      ):
          if len(UpperCamelCase_      ) == 0:
              return ""
          UpperCAmelCase__	:      Any     							=					None
          if any(char.isdigit() for char in word      ):
              raise Exception(F'''Parameters should not contain numbers: \'{word}\' contains a number'''      )
          if word in info["short_word"]:
              return info["short_word"][word]
          for prefix_len in range(1     ,	len(UpperCamelCase_      ) + 1      ):
              UpperCAmelCase__	:      List[str]     							=					word[:prefix_len]
              if prefix in info["reverse_short_word"]:
                  continue
              else:
                  UpperCAmelCase__	:      Union[str, Any]     							=					prefix
                  break

          if short_word is None:
              # Paranoid fallback
              def int_to_alphabetic(UpperCamelCase_      ):
                  UpperCAmelCase__	:      Tuple     							=					''
                  while integer != 0:
                      UpperCAmelCase__	:      str     							=					chr(ord('A'      ) + integer % 10      ) + s
                      integer //= 10
                  return s

              UpperCAmelCase__	:      Union[str, Any]     							=					0
              while True:
                  UpperCAmelCase__	:      int     							=					word + '#' + int_to_alphabetic(UpperCamelCase_      )
                  if sword in info["reverse_short_word"]:
                      continue
                  else:
                      UpperCAmelCase__	:      Optional[Any]     							=					sword
                      break

          UpperCAmelCase__	:      Optional[Any]     							=					short_word
          UpperCAmelCase__	:      Dict     							=					word
          return short_word



      @staticmethod
      def  __snake_case							(   UpperCamelCase_     ,	UpperCamelCase_      ):
          UpperCAmelCase__	:      Optional[int]     							=					param_name.split('_'      )

          UpperCAmelCase__	:      int     							=					[TrialShortNamer.shortname_for_word(UpperCamelCase_     ,	UpperCamelCase_      ) for word in words]

          # We try to create a separatorless short name, but if there is a collision we have to fallback
          # to a separated short name
          UpperCAmelCase__	:      Any     							=					['', '_']

          for separator in separators:
              UpperCAmelCase__	:      Optional[int]     							=					separator.join(UpperCamelCase_      )
              if shortname not in info["reverse_short_param"]:
                  UpperCAmelCase__	:      Dict     							=					shortname
                  UpperCAmelCase__	:      Optional[Any]     							=					param_name
                  return shortname

          return param_name



      @staticmethod
      def  __snake_case							(   UpperCamelCase_     ,	UpperCamelCase_      ):
          UpperCAmelCase__	:      Union[str, Any]     							=					TrialShortNamer.shortname_for_key(UpperCamelCase_     ,	UpperCamelCase_      )
          UpperCAmelCase__	:      Dict     							=					short_name
          UpperCAmelCase__	:      Dict     							=					param_name



      @classmethod
      def  __snake_case							(   cls      ):
          if cls.NAMING_INFO is not None:
              return

          UpperCAmelCase__	:      Tuple     							=					{
              'short_word': {},
              'reverse_short_word': {},
              'short_param': {},
              'reverse_short_param': {},
          }

          UpperCAmelCase__	:      Optional[Any]     							=					list(cls.DEFAULTS.keys()      )

          for k in field_keys:
              cls.add_new_param_name(UpperCamelCase_     ,	UpperCamelCase_      )

          UpperCAmelCase__	:      Tuple     							=					info



      @classmethod
      def  __snake_case							(   cls     ,	UpperCamelCase_      ):
          cls.build_naming_info()
          assert cls.PREFIX is not None
          UpperCAmelCase__	:      Union[str, Any]     							=					[copy.copy(cls.PREFIX      )]

          for k, v in params.items():
              if k not in cls.DEFAULTS:
                  raise Exception(F'''You should provide a default value for the param name {k} with value {v}'''      )
              if v == cls.DEFAULTS[k]:
                  # The default value is not added to the name
                  continue

              UpperCAmelCase__	:      str     							=					cls.NAMING_INFO['short_param'][k]

              if isinstance(UpperCamelCase_     ,	UpperCamelCase_      ):
                  UpperCAmelCase__	:      Optional[Any]     							=					1 if v else 0

              UpperCAmelCase__	:      Optional[Any]     							=					'' if isinstance(UpperCamelCase_     ,	(int, float)      ) else '-'
              UpperCAmelCase__	:      Union[str, Any]     							=					F'''{key}{sep}{v}'''
              name.append(UpperCamelCase_      )

          return "_".join(UpperCamelCase_      )



      @classmethod
      def  __snake_case							(   cls     ,	UpperCamelCase_      ):
          UpperCAmelCase__	:      Tuple     							=					repr[len(cls.PREFIX      ) + 1 :]
          if repr == "":
              UpperCAmelCase__	:      List[str]     							=					[]
          else:
              UpperCAmelCase__	:      Any     							=					repr.split('_'      )

          UpperCAmelCase__	:      Any     							=					{}

          for value in values:
              if "-" in value:
                  UpperCAmelCase__							,							UpperCAmelCase__	:      List[Any]     							=					value.split('-'      )
              else:
                  UpperCAmelCase__	:      Tuple     							=					re.sub('[0-9.]'     ,	''     ,	UpperCamelCase_      )
                  UpperCAmelCase__	:      Optional[Any]     							=					float(re.sub('[^0-9.]'     ,	''     ,	UpperCamelCase_      )      )

              UpperCAmelCase__	:      Tuple     							=					cls.NAMING_INFO['reverse_short_param'][p_k]

              UpperCAmelCase__	:      int     							=					p_v

          for k in cls.DEFAULTS:
              if k not in parameters:
                  UpperCAmelCase__	:      Any     							=					cls.DEFAULTS[k]

          return parameters








from dataclasses import dataclass, field
from typing import ClassVar, Dict

from ..features import Features, Value
from .base import TaskTemplate



@dataclass(frozen=__SCREAMING_SNAKE_CASE    )
class 					__snake_case	(  __SCREAMING_SNAKE_CASE    ):


    '''simple docstring'''







    lowerCamelCase__    :		str				=	field(default="""summarization"""			,     metadata={"""include_in_asdict_even_if_is_default""": True}    )
    lowerCamelCase__    :		ClassVar[Features]				=	Features({"""text""": Value("""string"""    )}    )
    lowerCamelCase__    :		ClassVar[Features]				=	Features({"""summary""": Value("""string"""    )}    )
    lowerCamelCase__    :		str				=	"text"
    lowerCamelCase__    :		str				=	"summary"



    @property
    def  lowercase_					(       self     ):





        '''simple docstring'''

        return {self.text_column: "text", self.summary_column: "summary"}
