
'''simple docstring'''






import argparse
import json
import os
import sys
import tempfile
import unittest
from argparse import Namespace
from dataclasses import dataclass, field
from enum import Enum
from pathlib import Path
from typing import List, Literal, Optional

import yaml

from transformers import HfArgumentParser, TrainingArguments
from transformers.hf_argparser import make_choice_type_function, string_to_bool


# Since Python 3.10, we can use the builtin `|` operator for Union types
# See PEP 604: https://peps.python.org/pep-0604
UpperCAmelCase_       :   Dict   =       sys.version_info >= (3, 10)







def 		A_       (	_lowerCAmelCase   :    List[str]=None				,	_lowerCAmelCase   :    Tuple=None							):



      """simple docstring"""




      return field(default_factory=lambda: default				,	metadata=_lowerCAmelCase							)

@dataclass
class  UpperCAmelCase__						:
    lowerCAmelCase_				    =		42
    lowerCAmelCase_				    =		42
    lowerCAmelCase_				    =		42
    lowerCAmelCase_				    =		42


@dataclass
class  UpperCAmelCase__						:
    lowerCAmelCase_				    =		42
    lowerCAmelCase_				    =		field(default='toto'						,	metadata={'help': 'help message'} )


@dataclass
class  UpperCAmelCase__						:
    lowerCAmelCase_				    =		False
    lowerCAmelCase_				    =		True
    lowerCAmelCase_				    =		None


class  UpperCAmelCase__						(       A ):
    lowerCAmelCase_				    =		'titi'
    lowerCAmelCase_				    =		'toto'


class  UpperCAmelCase__						(       A ):
    lowerCAmelCase_				    =		'titi'
    lowerCAmelCase_				    =		'toto'
    lowerCAmelCase_				    =		42


@dataclass
class  UpperCAmelCase__						:
    lowerCAmelCase_				    =		"toto"



    def   lowerCamelCase_  (	self      :       Optional[Any]     ):
          _lowerCamelCase				:   List[Any]								=   BasicEnum(self.foo     )


@dataclass
class  UpperCAmelCase__						:
    lowerCAmelCase_				    =		"toto"



    def   lowerCamelCase_  (	self      :       str     ):
          _lowerCamelCase				:   Tuple								=   MixedTypeEnum(self.foo     )


@dataclass
class  UpperCAmelCase__						:
    lowerCAmelCase_				    =		None
    lowerCAmelCase_				    =		field(default=A						,	metadata={'help': 'help message'} )
    lowerCAmelCase_				    =		None
    lowerCAmelCase_				    =		list_field(default=[] )
    lowerCAmelCase_				    =		list_field(default=[] )


@dataclass
class  UpperCAmelCase__						:
    lowerCAmelCase_				    =		list_field(default=[] )
    lowerCAmelCase_				    =		list_field(default=[1, 2, 3] )
    lowerCAmelCase_				    =		list_field(default=['Hallo', 'Bonjour', 'Hello'] )
    lowerCAmelCase_				    =		list_field(default=[0.1, 0.2, 0.3] )


@dataclass
class  UpperCAmelCase__						:
    lowerCAmelCase_				    =		field()
    lowerCAmelCase_				    =		field()
    lowerCAmelCase_				    =		field()



    def   lowerCamelCase_  (	self      :       Tuple     ):
          _lowerCamelCase				:   Union[str, Any]								=   BasicEnum(self.required_enum     )


@dataclass
class  UpperCAmelCase__						:
    lowerCAmelCase_				    =		42
    lowerCAmelCase_				    =		field()
    lowerCAmelCase_				    =		None
    lowerCAmelCase_				    =		field(default='toto'						,	metadata={'help': 'help message'} )
    lowerCAmelCase_				    =		list_field(default=['Hallo', 'Bonjour', 'Hello'] )


if is_python_no_less_than_3_10:

 @dataclass
 class  UpperCAmelCase__						:
     lowerCAmelCase_				    =		False
     lowerCAmelCase_				    =		True
     lowerCAmelCase_				    =		None


 @dataclass
 class  UpperCAmelCase__						:
     lowerCAmelCase_				    =		None
     lowerCAmelCase_				    =		field(default=A						,	metadata={'help': 'help message'} )
     lowerCAmelCase_				    =		None
     lowerCAmelCase_				    =		list_field(default=[] )
     lowerCAmelCase_				    =		list_field(default=[] )



class  UpperCAmelCase__						(       unittest.TestCase ):



    def   lowerCamelCase_  (	self      :       int,__A      :       argparse.ArgumentParser,__A      :       argparse.ArgumentParser     ):
          self.assertEqual(len(a._actions     ),len(b._actions     )     )
          for x, y in zip(a._actions,b._actions     ):
                _lowerCamelCase				:   List[str]								=   {k: v for k, v in vars(__A     ).items() if k != "container"}
                _lowerCamelCase				:   List[Any]								=   {k: v for k, v in vars(__A     ).items() if k != "container"}

                # Choices with mixed type have custom function as "type"
                # So we need to compare results directly for equality
                if xx.get("choices",__A     ) and yy.get("choices",__A     ):
                      for expected_choice in yy["choices"] + xx["choices"]:
                            self.assertEqual(xx["type"](__A     ),yy["type"](__A     )     )
                      del xx["type"], yy["type"]

                self.assertEqual(__A,__A     )



    def   lowerCamelCase_  (	self      :       Union[str, Any]     ):
          _lowerCamelCase				:   Optional[int]								=   HfArgumentParser(__A     )

          _lowerCamelCase				:   Union[str, Any]								=   argparse.ArgumentParser()
          expected.add_argument("--foo",type=__A,required=__A     )
          expected.add_argument("--bar",type=__A,required=__A     )
          expected.add_argument("--baz",type=__A,required=__A     )
          expected.add_argument("--flag",type=__A,default=__A,const=__A,nargs="?"     )
          self.argparsersEqual(__A,__A     )

          _lowerCamelCase				:   Any								=   ["--foo", "1", "--baz", "quux", "--bar", "0.5"]
          ((_lowerCamelCase)						,		)				:   Tuple								=   parser.parse_args_into_dataclasses(__A,look_for_args_file=__A     )
          self.assertFalse(example.flag     )



    def   lowerCamelCase_  (	self      :       Union[str, Any]     ):
          _lowerCamelCase				:   Optional[int]								=   HfArgumentParser(__A     )

          _lowerCamelCase				:   Optional[int]								=   argparse.ArgumentParser()
          expected.add_argument("--foo",default=4_2,type=__A     )
          expected.add_argument("--baz",default="toto",type=__A,help="help message"     )
          self.argparsersEqual(__A,__A     )



    def   lowerCamelCase_  (	self      :       Tuple     ):
          _lowerCamelCase				:   List[Any]								=   argparse.ArgumentParser()
          expected.add_argument("--foo",type=__A,default=__A,const=__A,nargs="?"     )
          expected.add_argument("--baz",type=__A,default=__A,const=__A,nargs="?"     )
          # A boolean no_* argument always has to come after its "default: True" regular counter-part
          # and its default must be set to False
          expected.add_argument("--no_baz",action="store_false",default=__A,dest="baz"     )
          expected.add_argument("--opt",type=__A,default=__A     )

          _lowerCamelCase				:   Tuple								=   [WithDefaultBoolExample]
          if is_python_no_less_than_3_10:
                dataclass_types.append(__A     )

          for dataclass_type in dataclass_types:
                _lowerCamelCase				:   str								=   HfArgumentParser(__A     )
                self.argparsersEqual(__A,__A     )

                _lowerCamelCase				:   Optional[Any]								=   parser.parse_args([]     )
                self.assertEqual(__A,Namespace(foo=__A,baz=__A,opt=__A     )     )

                _lowerCamelCase				:   Dict								=   parser.parse_args(["--foo", "--no_baz"]     )
                self.assertEqual(__A,Namespace(foo=__A,baz=__A,opt=__A     )     )

                _lowerCamelCase				:   Optional[Any]								=   parser.parse_args(["--foo", "--baz"]     )
                self.assertEqual(__A,Namespace(foo=__A,baz=__A,opt=__A     )     )

                _lowerCamelCase				:   Optional[int]								=   parser.parse_args(["--foo", "True", "--baz", "True", "--opt", "True"]     )
                self.assertEqual(__A,Namespace(foo=__A,baz=__A,opt=__A     )     )

                _lowerCamelCase				:   List[str]								=   parser.parse_args(["--foo", "False", "--baz", "False", "--opt", "False"]     )
                self.assertEqual(__A,Namespace(foo=__A,baz=__A,opt=__A     )     )



    def   lowerCamelCase_  (	self      :       Union[str, Any]     ):
          _lowerCamelCase				:   List[str]								=   HfArgumentParser(__A     )

          _lowerCamelCase				:   Union[str, Any]								=   argparse.ArgumentParser()
          expected.add_argument(
              "--foo",default="toto",choices=["titi", "toto", 4_2],type=make_choice_type_function(["titi", "toto", 4_2]     ),)
          self.argparsersEqual(__A,__A     )

          _lowerCamelCase				:   Optional[Any]								=   parser.parse_args([]     )
          self.assertEqual(args.foo,"toto"     )
          _lowerCamelCase				:   str								=   parser.parse_args_into_dataclasses([]     )[0]
          self.assertEqual(enum_ex.foo,MixedTypeEnum.toto     )

          _lowerCamelCase				:   int								=   parser.parse_args(["--foo", "titi"]     )
          self.assertEqual(args.foo,"titi"     )
          _lowerCamelCase				:   Optional[Any]								=   parser.parse_args_into_dataclasses(["--foo", "titi"]     )[0]
          self.assertEqual(enum_ex.foo,MixedTypeEnum.titi     )

          _lowerCamelCase				:   Optional[int]								=   parser.parse_args(["--foo", "42"]     )
          self.assertEqual(args.foo,4_2     )
          _lowerCamelCase				:   Any								=   parser.parse_args_into_dataclasses(["--foo", "42"]     )[0]
          self.assertEqual(enum_ex.foo,MixedTypeEnum.fourtytwo     )



    def   lowerCamelCase_  (	self      :       Union[str, Any]     ):

          @dataclass
          class  UpperCAmelCase__						:
              lowerCAmelCase_				    =		"toto"


          _lowerCamelCase				:   int								=   HfArgumentParser(__A     )

          _lowerCamelCase				:   str								=   argparse.ArgumentParser()
          expected.add_argument(
              "--foo",default="toto",choices=("titi", "toto", 4_2),type=make_choice_type_function(["titi", "toto", 4_2]     ),)
          self.argparsersEqual(__A,__A     )

          _lowerCamelCase				:   Any								=   parser.parse_args([]     )
          self.assertEqual(args.foo,"toto"     )

          _lowerCamelCase				:   Optional[Any]								=   parser.parse_args(["--foo", "titi"]     )
          self.assertEqual(args.foo,"titi"     )

          _lowerCamelCase				:   int								=   parser.parse_args(["--foo", "42"]     )
          self.assertEqual(args.foo,4_2     )



    def   lowerCamelCase_  (	self      :       int     ):
          _lowerCamelCase				:   Optional[int]								=   HfArgumentParser(__A     )

          _lowerCamelCase				:   Any								=   argparse.ArgumentParser()
          expected.add_argument("--foo_int",nargs="+",default=[],type=__A     )
          expected.add_argument("--bar_int",nargs="+",default=[1, 2, 3],type=__A     )
          expected.add_argument("--foo_str",nargs="+",default=["Hallo", "Bonjour", "Hello"],type=__A     )
          expected.add_argument("--foo_float",nargs="+",default=[0.1, 0.2, 0.3],type=__A     )

          self.argparsersEqual(__A,__A     )

          _lowerCamelCase				:   Union[str, Any]								=   parser.parse_args([]     )
          self.assertEqual(
              __A,Namespace(foo_int=[],bar_int=[1, 2, 3],foo_str=["Hallo", "Bonjour", "Hello"],foo_float=[0.1, 0.2, 0.3]     ),)

          _lowerCamelCase				:   Any								=   parser.parse_args("--foo_int 1 --bar_int 2 3 --foo_str a b c --foo_float 0.1 0.7".split()     )
          self.assertEqual(__A,Namespace(foo_int=[1],bar_int=[2, 3],foo_str=["a", "b", "c"],foo_float=[0.1, 0.7]     )     )



    def   lowerCamelCase_  (	self      :       Tuple     ):
          _lowerCamelCase				:   Optional[Any]								=   argparse.ArgumentParser()
          expected.add_argument("--foo",default=__A,type=__A     )
          expected.add_argument("--bar",default=__A,type=__A,help="help message"     )
          expected.add_argument("--baz",default=__A,type=__A     )
          expected.add_argument("--ces",nargs="+",default=[],type=__A     )
          expected.add_argument("--des",nargs="+",default=[],type=__A     )

          _lowerCamelCase				:   Optional[int]								=   [OptionalExample]
          if is_python_no_less_than_3_10:
                dataclass_types.append(__A     )

          for dataclass_type in dataclass_types:
                _lowerCamelCase				:   Any								=   HfArgumentParser(__A     )

                self.argparsersEqual(__A,__A     )

                _lowerCamelCase				:   Union[str, Any]								=   parser.parse_args([]     )
                self.assertEqual(__A,Namespace(foo=__A,bar=__A,baz=__A,ces=[],des=[]     )     )

                _lowerCamelCase				:   Any								=   parser.parse_args("--foo 12 --bar 3.14 --baz 42 --ces a b c --des 1 2 3".split()     )
                self.assertEqual(__A,Namespace(foo=1_2,bar=3.14,baz="42",ces=["a", "b", "c"],des=[1, 2, 3]     )     )



    def   lowerCamelCase_  (	self      :       str     ):
          _lowerCamelCase				:   Optional[Any]								=   HfArgumentParser(__A     )

          _lowerCamelCase				:   str								=   argparse.ArgumentParser()
          expected.add_argument("--required_list",nargs="+",type=__A,required=__A     )
          expected.add_argument("--required_str",type=__A,required=__A     )
          expected.add_argument(
              "--required_enum",type=make_choice_type_function(["titi", "toto"]     ),choices=["titi", "toto"],required=__A,)
          self.argparsersEqual(__A,__A     )



    def   lowerCamelCase_  (	self      :       Tuple     ):
          _lowerCamelCase				:   Optional[int]								=   HfArgumentParser(__A     )

          _lowerCamelCase				:   int								=   argparse.ArgumentParser()
          expected.add_argument("--foo",type=__A,required=__A     )
          expected.add_argument(
              "--required_enum",type=make_choice_type_function(["titi", "toto"]     ),choices=["titi", "toto"],required=__A,)
          expected.add_argument("--opt",type=__A,default=__A     )
          expected.add_argument("--baz",default="toto",type=__A,help="help message"     )
          expected.add_argument("--foo_str",nargs="+",default=["Hallo", "Bonjour", "Hello"],type=__A     )
          self.argparsersEqual(__A,__A     )



    def   lowerCamelCase_  (	self      :       List[str]     ):
          _lowerCamelCase				:   Tuple								=   HfArgumentParser(__A     )

          _lowerCamelCase				:   Optional[Any]								=   {
              "foo": 1_2,
              "bar": 3.14,
              "baz": "42",
              "flag": True,
          }

          _lowerCamelCase				:   Tuple								=   parser.parse_dict(__A     )[0]
          _lowerCamelCase				:   str								=   BasicExample(**__A     )
          self.assertEqual(__A,__A     )



    def   lowerCamelCase_  (	self      :       List[str]     ):
          _lowerCamelCase				:   Tuple								=   HfArgumentParser(__A     )

          _lowerCamelCase				:   str								=   {
              "foo": 1_2,
              "bar": 3.14,
              "baz": "42",
              "flag": True,
              "extra": 4_2,
          }

          self.assertRaises(__A,parser.parse_dict,__A,allow_extra_keys=__A     )



    def   lowerCamelCase_  (	self      :       Union[str, Any]     ):
          _lowerCamelCase				:   Optional[int]								=   HfArgumentParser(__A     )

          _lowerCamelCase				:   List[str]								=   {
              "foo": 1_2,
              "bar": 3.14,
              "baz": "42",
              "flag": True,
          }
          with tempfile.TemporaryDirectory() as tmp_dir:
                _lowerCamelCase				:   Dict								=   os.path.join(__A,"temp_json"     )
                os.mkdir(__A     )
                with open(temp_local_path + ".json","w+"     ) as f:
                      json.dump(__A,__A     )
                _lowerCamelCase				:   Tuple								=   parser.parse_yaml_file(Path(temp_local_path + ".json"     )     )[0]

          _lowerCamelCase				:   List[Any]								=   BasicExample(**__A     )
          self.assertEqual(__A,__A     )



    def   lowerCamelCase_  (	self      :       List[str]     ):
          _lowerCamelCase				:   Union[str, Any]								=   HfArgumentParser(__A     )

          _lowerCamelCase				:   List[str]								=   {
              "foo": 1_2,
              "bar": 3.14,
              "baz": "42",
              "flag": True,
          }
          with tempfile.TemporaryDirectory() as tmp_dir:
                _lowerCamelCase				:   Tuple								=   os.path.join(__A,"temp_yaml"     )
                os.mkdir(__A     )
                with open(temp_local_path + ".yaml","w+"     ) as f:
                      yaml.dump(__A,__A     )
                _lowerCamelCase				:   List[str]								=   parser.parse_yaml_file(Path(temp_local_path + ".yaml"     )     )[0]
          _lowerCamelCase				:   Optional[int]								=   BasicExample(**__A     )
          self.assertEqual(__A,__A     )



    def   lowerCamelCase_  (	self      :       List[Any]     ):
          _lowerCamelCase				:   List[str]								=   HfArgumentParser(__A     )
          self.assertIsNotNone(__A     )

'''simple docstring'''






def 		A_       (	_lowerCAmelCase   :    float							):



      """simple docstring"""




      return 10 - x * x







def 		A_       (	_lowerCAmelCase   :    float				,	_lowerCAmelCase   :    float							):



      """simple docstring"""




      if equation(_lowerCAmelCase							) * equation(_lowerCAmelCase							) >= 0:
            raise ValueError("Wrong space!"							)

      _lowerCamelCase				:   List[str]								=   a
      while (b - a) >= 0.0_1:
            # Find middle point
            _lowerCamelCase				:   Union[str, Any]								=   (a + b) / 2
            # Check if middle point is root
            if equation(_lowerCAmelCase							) == 0.0:
                  break
            # Decide the side to repeat the steps
            if equation(_lowerCAmelCase							) * equation(_lowerCAmelCase							) < 0:
                  _lowerCamelCase				:   Union[str, Any]								=   c
            else:
                  _lowerCamelCase				:   Any								=   c
      return c


if __name__ == "__main__":
 import doctest

 doctest.testmod()

 print(bisection(-2, 5))
 print(bisection(0, 6))