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





def    __lowercase     (						lowerCamelCase					:     str=None  ,  lowerCamelCase					:     List[Any]=None	):
 return field(default_factory=lambda: default  ,  metadata=SCREAMING_SNAKE_CASE_	)





@dataclass
class 		_lowercase						:
 lowercase				     =   42
 lowercase				     =   42
 lowercase				     =   42
 lowercase				     =   42





@dataclass
class 		_lowercase						:
 lowercase				     =   4_2
 lowercase				     =   field(default='toto'						,      metadata={'help': 'help message'}       )





@dataclass
class 		_lowercase						:
 lowercase				     =   False
 lowercase				     =   True
 lowercase				     =   None





class 		_lowercase						(					snake_case_       ):
 lowercase				     =   "titi"
 lowercase				     =   "toto"





class 		_lowercase						(					snake_case_       ):
 lowercase				     =   "titi"
 lowercase				     =   "toto"
 lowercase				     =   4_2





@dataclass
class 		_lowercase						:
 lowercase				     =   "toto"

 def 						SCREAMING_SNAKE_CASE__   ( self	:							str			)   ->						Optional[int]:

  """simple docstring"""





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





@dataclass
class 		_lowercase						:
 lowercase				     =   "toto"

 def 						SCREAMING_SNAKE_CASE__   ( self	:							int			)   ->						str:

  """simple docstring"""





  UpperCamelCase_					:						int =					MixedTypeEnum(self.foo			)





@dataclass
class 		_lowercase						:
 lowercase				     =   None
 lowercase				     =   field(default=snake_case_						,      metadata={'help': 'help message'}       )
 lowercase				     =   None
 lowercase				     =   list_field(default=[]       )
 lowercase				     =   list_field(default=[]       )





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





@dataclass
class 		_lowercase						:
 lowercase				     =   field()
 lowercase				     =   field()
 lowercase				     =   field()

 def 						SCREAMING_SNAKE_CASE__   ( self	:							Optional[Any]			)   ->						Optional[int]:

  """simple docstring"""





  UpperCamelCase_					:						str =					BasicEnum(self.required_enum			)





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


if is_python_no_less_than_3_10:





   @dataclass
   class 		_lowercase						:
    lowercase				     =   False
    lowercase				     =   True
    lowercase				     =   None





   @dataclass
   class 		_lowercase						:
    lowercase				     =   None
    lowercase				     =   field(default=snake_case_						,      metadata={'help': 'help message'}       )
    lowercase				     =   None
    lowercase				     =   list_field(default=[]       )
    lowercase				     =   list_field(default=[]       )






class 		_lowercase						(					unittest.TestCase       ):

 def 						SCREAMING_SNAKE_CASE__   ( self	:							Optional[int]   ,      snake_case	:							Optional[Any]   ,      snake_case	:							int			)   ->						Tuple:

  """simple docstring"""





  self.assertEqual(len(a._actions			)   ,      len(b._actions			)			)
  for x, y in zip(a._actions   ,      b._actions			):
   UpperCamelCase_					:						Dict =					{k: v for k, v in vars(__A			).items() if k != "container"}
   UpperCamelCase_					:						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 						SCREAMING_SNAKE_CASE__   ( self	:							Any			)   ->						Optional[Any]:

  """simple docstring"""





  UpperCamelCase_					:						Optional[int] =					HfArgumentParser(__A			)

  UpperCamelCase_					:						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			)

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

 def 						SCREAMING_SNAKE_CASE__   ( self	:							List[Any]			)   ->						Dict:

  """simple docstring"""





  UpperCamelCase_					:						List[Any] =					HfArgumentParser(__A			)

  UpperCamelCase_					:						List[str] =					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 						SCREAMING_SNAKE_CASE__   ( self	:							Dict			)   ->						Any:

  """simple docstring"""





  UpperCamelCase_					:						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			)

  UpperCamelCase_					:						str =					[WithDefaultBoolExample]
  if is_python_no_less_than_3_10:
   dataclass_types.append(__A			)

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

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

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

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

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

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

 def 						SCREAMING_SNAKE_CASE__   ( self	:							List[Any]			)   ->						Optional[int]:

  """simple docstring"""





  UpperCamelCase_					:						Dict =					HfArgumentParser(__A			)

  UpperCamelCase_					:						Dict =					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			)

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

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

  UpperCamelCase_					:						Dict =					parser.parse_args(['--foo', '42']			)
  self.assertEqual(args.foo   ,      4_2			)
  UpperCamelCase_					:						int =					parser.parse_args_into_dataclasses(['--foo', '42']			)[0]
  self.assertEqual(enum_ex.foo   ,      MixedTypeEnum.fourtytwo			)

 def 						SCREAMING_SNAKE_CASE__   ( self	:							Optional[Any]			)   ->						Dict:

  """simple docstring"""





  @dataclass
  class 		_lowercase						:
   lowercase				     =   "toto"
  UpperCamelCase_					:						Tuple =					HfArgumentParser(__A			)

  UpperCamelCase_					:						Tuple =					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			)

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

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

  UpperCamelCase_					:						List[Any] =					parser.parse_args(['--foo', '42']			)
  self.assertEqual(args.foo   ,      4_2			)

 def 						SCREAMING_SNAKE_CASE__   ( self	:							Optional[int]			)   ->						Any:

  """simple docstring"""





  UpperCamelCase_					:						Optional[int] =					HfArgumentParser(__A			)

  UpperCamelCase_					:						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			)

  UpperCamelCase_					:						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]			)   ,      )

  UpperCamelCase_					:						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 						SCREAMING_SNAKE_CASE__   ( self	:							Optional[int]			)   ->						Tuple:

  """simple docstring"""





  UpperCamelCase_					:						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			)

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

  for dataclass_type in dataclass_types:
   UpperCamelCase_					:						str =					HfArgumentParser(__A			)

   self.argparsersEqual(__A   ,      __A			)

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

   UpperCamelCase_					:						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=1_2   ,      bar=3.14   ,      baz='42'   ,      ces=['a', 'b', 'c']   ,      des=[1, 2, 3]			)			)

 def 						SCREAMING_SNAKE_CASE__   ( self	:							List[Any]			)   ->						Union[str, Any]:

  """simple docstring"""





  UpperCamelCase_					:						Optional[Any] =					HfArgumentParser(__A			)

  UpperCamelCase_					:						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 						SCREAMING_SNAKE_CASE__   ( self	:							int			)   ->						Union[str, Any]:

  """simple docstring"""





  UpperCamelCase_					:						Tuple =					HfArgumentParser(__A			)

  UpperCamelCase_					:						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 						SCREAMING_SNAKE_CASE__   ( self	:							List[str]			)   ->						Optional[Any]:

  """simple docstring"""





  UpperCamelCase_					:						int =					HfArgumentParser(__A			)

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

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

 def 						SCREAMING_SNAKE_CASE__   ( self	:							List[Any]			)   ->						List[Any]:

  """simple docstring"""





  UpperCamelCase_					:						str =					HfArgumentParser(__A			)

  UpperCamelCase_					:						Tuple =					{
      "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 						SCREAMING_SNAKE_CASE__   ( self	:							Tuple			)   ->						Optional[int]:

  """simple docstring"""





  UpperCamelCase_					:						Optional[Any] =					HfArgumentParser(__A			)

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

  UpperCamelCase_					:						Union[str, Any] =					BasicExample(**__A			)
  self.assertEqual(__A   ,      __A			)

 def 						SCREAMING_SNAKE_CASE__   ( self	:							Tuple			)   ->						List[str]:

  """simple docstring"""





  UpperCamelCase_					:						Optional[int] =					HfArgumentParser(__A			)

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


 def 						SCREAMING_SNAKE_CASE__   ( self	:							int			)   ->						Any:

  """simple docstring"""





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







def 		lowercase_(  SCREAMING_SNAKE_CASE_	):


  '''simple docstring'''

  for i in range(len(SCREAMING_SNAKE_CASE_	) - 1      ,						0      ,						-1	):
    lowerCamelCase :					Tuple    =				False

    for j in range(SCREAMING_SNAKE_CASE_      ,						0      ,						-1	):
      if unsorted[j] < unsorted[j - 1]:
        lowerCamelCase    ,	lowerCamelCase :					int    =				unsorted[j - 1], unsorted[j]
        lowerCamelCase :					Optional[int]    =				True

    for j in range(SCREAMING_SNAKE_CASE_	):
      if unsorted[j] > unsorted[j + 1]:
        lowerCamelCase    ,	lowerCamelCase :					Union[str, Any]    =				unsorted[j + 1], unsorted[j]
        lowerCamelCase :					Optional[Any]    =				True

    if not swapped:
      break
  return unsorted


if __name__ == "__main__":
   import doctest

   doctest.testmod()
   _snake_case             =     input('''Enter numbers separated by a comma:\n''').strip()
   _snake_case             =     [int(item) for item in user_input.split(''',''')]
   print(f'''{cocktail_shaker_sort(unsorted) = }''')



