


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
_snake_case             =     sys.version_info >= (3, 10)






def 		lowercase_(  SCREAMING_SNAKE_CASE_=None      ,						SCREAMING_SNAKE_CASE_=None	):


  '''simple docstring'''

  return field(default_factory=lambda: default      ,						metadata=SCREAMING_SNAKE_CASE_	)
@dataclass
class 	UpperCAmelCase_					:

   '''simple docstring'''




   __A :      int
   __A :      float
   __A :      str
   __A :      bool



@dataclass
class 	UpperCAmelCase_					:

   '''simple docstring'''




   __A :      int     		=		42
   __A :      str     		=		field(default="toto"		, metadata={"help": "help message"}    )



@dataclass
class 	UpperCAmelCase_					:

   '''simple docstring'''




   __A :      bool     		=		False
   __A :      bool     		=		True
   __A :      Optional[bool]     		=		None



class 	UpperCAmelCase_					(					UpperCamelCase    ):

   '''simple docstring'''




   __A :      Optional[Any]     		=		"titi"
   __A :      str     		=		"toto"



class 	UpperCAmelCase_					(					UpperCamelCase    ):

   '''simple docstring'''




   __A :      str     		=		"titi"
   __A :      int     		=		"toto"
   __A :      int     		=		42



@dataclass
class 	UpperCAmelCase_					:

   '''simple docstring'''




   __A :      BasicEnum     		=		"toto"






   def _snake_case    (		self ):






     """simple docstring"""





     lowerCamelCase :					Optional[int]    =				BasicEnum(self.foo )



@dataclass
class 	UpperCAmelCase_					:

   '''simple docstring'''




   __A :      MixedTypeEnum     		=		"toto"






   def _snake_case    (		self ):






     """simple docstring"""





     lowerCamelCase :					int    =				MixedTypeEnum(self.foo )



@dataclass
class 	UpperCAmelCase_					:

   '''simple docstring'''




   __A :      Optional[int]     		=		None
   __A :      Optional[float]     		=		field(default=UpperCamelCase		, metadata={"help": "help message"}    )
   __A :      Optional[str]     		=		None
   __A :      Optional[List[str]]     		=		list_field(default=[]    )
   __A :      Optional[List[int]]     		=		list_field(default=[]    )



@dataclass
class 	UpperCAmelCase_					:

   '''simple docstring'''




   __A :      List[int]     		=		list_field(default=[]    )
   __A :      List[int]     		=		list_field(default=[1, 2, 3]    )
   __A :      List[str]     		=		list_field(default=["Hallo", "Bonjour", "Hello"]    )
   __A :      List[float]     		=		list_field(default=[0.1, 0.2, 0.3]    )



@dataclass
class 	UpperCAmelCase_					:

   '''simple docstring'''




   __A :      List[int]     		=		field()
   __A :      str     		=		field()
   __A :      BasicEnum     		=		field()






   def _snake_case    (		self ):






     """simple docstring"""





     lowerCamelCase :					str    =				BasicEnum(self.required_enum )



@dataclass
class 	UpperCAmelCase_					:

   '''simple docstring'''




   __A :      int
   __A :      "BasicEnum"     		=		field()
   __A :      "Optional[bool]"     		=		None
   __A :      "str"     		=		field(default="toto"		, metadata={"help": "help message"}    )
   __A :      "List[str]"     		=		list_field(default=["Hallo", "Bonjour", "Hello"]    )


if is_python_no_less_than_3_10:
   @dataclass
   class 	UpperCAmelCase_					:

      '''simple docstring'''




      __A :      bool     		=		False
      __A :      bool     		=		True
      __A :      bool | None     		=		None



   @dataclass
   class 	UpperCAmelCase_					:

      '''simple docstring'''




      __A :      int | None     		=		None
      __A :      float | None     		=		field(default=UpperCamelCase		, metadata={"help": "help message"}    )
      __A :      str | None     		=		None
      __A :      list[str] | None     		=		list_field(default=[]    )
      __A :      list[int] | None     		=		list_field(default=[]    )







class 	UpperCAmelCase_					(					unittest.TestCase    ):

   '''simple docstring'''




   def _snake_case    (		self						,				__A						,				__A ):






     """simple docstring"""





     self.assertEqual(len(a._actions )						,				len(b._actions ) )
     for x, y in zip(a._actions						,				b._actions ):
       lowerCamelCase :					Dict    =				{k: v for k, v in vars(__A ).items() if k != "container"}
       lowerCamelCase :					str    =				{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 _snake_case    (		self ):






     """simple docstring"""





     lowerCamelCase :					Optional[int]    =				HfArgumentParser(__A )

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






   def _snake_case    (		self ):






     """simple docstring"""





     lowerCamelCase :					List[Any]    =				HfArgumentParser(__A )

     lowerCamelCase :					List[str]    =				argparse.ArgumentParser()
     expected.add_argument("--foo"						,				default=42						,				type=__A )
     expected.add_argument("--baz"						,				default="toto"						,				type=__A						,				help="help message" )
     self.argparsersEqual(__A						,				__A )






   def _snake_case    (		self ):






     """simple docstring"""





     lowerCamelCase :					Optional[int]    =				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 :					str    =				[WithDefaultBoolExample]
     if is_python_no_less_than_3_10:
       dataclass_types.append(__A )

     for dataclass_type in dataclass_types:
       lowerCamelCase :					List[str]    =				HfArgumentParser(__A )
       self.argparsersEqual(__A						,				__A )

       lowerCamelCase :					List[str]    =				parser.parse_args([] )
       self.assertEqual(__A						,				Namespace(foo=__A						,				baz=__A						,				opt=__A ) )

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

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

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

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






   def _snake_case    (		self ):






     """simple docstring"""





     lowerCamelCase :					Dict    =				HfArgumentParser(__A )

     lowerCamelCase :					Dict    =				argparse.ArgumentParser()
     expected.add_argument(
         "--foo"						,				default="toto"						,				choices=["titi", "toto", 42]						,				type=make_choice_type_function(["titi", "toto", 42] )						,				)
     self.argparsersEqual(__A						,				__A )

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

     lowerCamelCase :					Dict    =				parser.parse_args(["--foo", "titi"] )
     self.assertEqual(args.foo						,				"titi" )
     lowerCamelCase :					Union[str, Any]    =				parser.parse_args_into_dataclasses(["--foo", "titi"] )[0]
     self.assertEqual(enum_ex.foo						,				MixedTypeEnum.titi )

     lowerCamelCase :					Dict    =				parser.parse_args(["--foo", "42"] )
     self.assertEqual(args.foo						,				42 )
     lowerCamelCase :					int    =				parser.parse_args_into_dataclasses(["--foo", "42"] )[0]
     self.assertEqual(enum_ex.foo						,				MixedTypeEnum.fourtytwo )






   def _snake_case    (		self ):






     """simple docstring"""





     @dataclass
     class 	UpperCAmelCase_					:

        '''simple docstring'''




        __A :      Literal["titi", "toto", 42]     		=		"toto"



     lowerCamelCase :					Tuple    =				HfArgumentParser(__A )

     lowerCamelCase :					Tuple    =				argparse.ArgumentParser()
     expected.add_argument(
         "--foo"						,				default="toto"						,				choices=("titi", "toto", 42)						,				type=make_choice_type_function(["titi", "toto", 42] )						,				)
     self.argparsersEqual(__A						,				__A )

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

     lowerCamelCase :					str    =				parser.parse_args(["--foo", "titi"] )
     self.assertEqual(args.foo						,				"titi" )

     lowerCamelCase :					List[Any]    =				parser.parse_args(["--foo", "42"] )
     self.assertEqual(args.foo						,				42 )






   def _snake_case    (		self ):






     """simple docstring"""





     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 :					int    =				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 _snake_case    (		self ):






     """simple docstring"""





     lowerCamelCase :					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 :					str    =				HfArgumentParser(__A )

       self.argparsersEqual(__A						,				__A )

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

       lowerCamelCase :					Union[str, 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=12						,				bar=3.14						,				baz="42"						,				ces=["a", "b", "c"]						,				des=[1, 2, 3] ) )






   def _snake_case    (		self ):






     """simple docstring"""





     lowerCamelCase :					Optional[Any]    =				HfArgumentParser(__A )

     lowerCamelCase :					Union[str, Any]    =				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 _snake_case    (		self ):






     """simple docstring"""





     lowerCamelCase :					Tuple    =				HfArgumentParser(__A )

     lowerCamelCase :					Optional[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 _snake_case    (		self ):






     """simple docstring"""





     lowerCamelCase :					int    =				HfArgumentParser(__A )

     lowerCamelCase :					Optional[Any]    =				{
         "foo": 12,
         "bar": 3.14,
         "baz": "42",
         "flag": True,
     }

     lowerCamelCase :					Dict    =				parser.parse_dict(__A )[0]
     lowerCamelCase :					Optional[int]    =				BasicExample(**__A )
     self.assertEqual(__A						,				__A )






   def _snake_case    (		self ):






     """simple docstring"""





     lowerCamelCase :					str    =				HfArgumentParser(__A )

     lowerCamelCase :					Tuple    =				{
         "foo": 12,
         "bar": 3.14,
         "baz": "42",
         "flag": True,
         "extra": 42,
     }

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






   def _snake_case    (		self ):






     """simple docstring"""





     lowerCamelCase :					Optional[Any]    =				HfArgumentParser(__A )

     lowerCamelCase :					int    =				{
         "foo": 12,
         "bar": 3.14,
         "baz": "42",
         "flag": True,
     }
     with tempfile.TemporaryDirectory() as tmp_dir:
       lowerCamelCase :					List[Any]    =				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 :					Union[str, Any]    =				BasicExample(**__A )
     self.assertEqual(__A						,				__A )






   def _snake_case    (		self ):






     """simple docstring"""





     lowerCamelCase :					Optional[int]    =				HfArgumentParser(__A )

     lowerCamelCase :					Optional[int]    =				{
         "foo": 12,
         "bar": 3.14,
         "baz": "42",
         "flag": True,
     }
     with tempfile.TemporaryDirectory() as tmp_dir:
       lowerCamelCase :					List[str]    =				os.path.join(__A						,				"temp_yaml" )
       os.mkdir(__A )
       with open(temp_local_path + ".yaml"						,				"w+" ) as f:
         yaml.dump(__A						,				__A )
       lowerCamelCase :					Any    =				parser.parse_yaml_file(Path(temp_local_path + ".yaml" ) )[0]
     lowerCamelCase :					Optional[Any]    =				BasicExample(**__A )
     self.assertEqual(__A						,				__A )






   def _snake_case    (		self ):






     """simple docstring"""





     lowerCamelCase :					Any    =				HfArgumentParser(__A )
     self.assertIsNotNone(__A )







def 		lowercase_(  SCREAMING_SNAKE_CASE_	):


  '''simple docstring'''

  if divisor % 5 == 0 or divisor % 2 == 0:
    return 0
  lowerCamelCase :					List[Any]    =				1
  lowerCamelCase :					Union[str, Any]    =				1
  while repunit:
    lowerCamelCase :					Union[str, Any]    =				(10 * repunit + 1) % divisor
    repunit_index += 1
  return repunit_index






def 		lowercase_(  SCREAMING_SNAKE_CASE_ = 1000000	):


  '''simple docstring'''

  lowerCamelCase :					List[str]    =				limit - 1
  if divisor % 2 == 0:
    divisor += 1
  while least_divisible_repunit(SCREAMING_SNAKE_CASE_	) <= limit:
    divisor += 2
  return divisor


if __name__ == "__main__":
   print(f'''{solution() = }''')



