





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
SCREAMING_SNAKE_CASE__							:      List[str]         =    sys.version_info >= (3, 1_0)






def    _A	(   lowerCamelCase=None				,			lowerCamelCase=None ):
   return field(default_factory=lambda: default				,			metadata=lowerCamelCase )







@dataclass
class 	__lowerCAmelCase      :
   _UpperCamelCase			:    int
   _UpperCamelCase			:    float
   _UpperCamelCase			:    str
   _UpperCamelCase			:    bool







@dataclass
class 	__lowerCAmelCase      :
   _UpperCamelCase			:    int  		=					42
   _UpperCamelCase			:    str  		=					field(default="""toto"""		,metadata={"""help""": """help message"""}	)







@dataclass
class 	__lowerCAmelCase      :
   _UpperCamelCase			:    bool  		=					False
   _UpperCamelCase			:    bool  		=					True
   _UpperCamelCase			:    Optional[bool]  		=					None







class 	__lowerCAmelCase      (       _UpperCamelCase	):
   _UpperCamelCase			:    List[Any]  		=					"""titi"""
   _UpperCamelCase			:    Any  		=					"""toto"""







class 	__lowerCAmelCase      (       _UpperCamelCase	):
   _UpperCamelCase			:    Optional[Any]  		=					"""titi"""
   _UpperCamelCase			:    List[str]  		=					"""toto"""
   _UpperCamelCase			:    str  		=					42







@dataclass
class 	__lowerCAmelCase      :
   _UpperCamelCase			:    BasicEnum  		=					"toto"





   def 						_snake_case			(			self   )					->	List[Any]:
      """simple docstring"""





      a__						:    List[Any]   		=	BasicEnum(self.foo   )







@dataclass
class 	__lowerCAmelCase      :
   _UpperCamelCase			:    MixedTypeEnum  		=					"toto"





   def 						_snake_case			(			self   )					->	Optional[int]:
      """simple docstring"""





      a__						:    int   		=	MixedTypeEnum(self.foo   )







@dataclass
class 	__lowerCAmelCase      :
   _UpperCamelCase			:    Optional[int]  		=					None
   _UpperCamelCase			:    Optional[float]  		=					field(default=_UpperCamelCase		,metadata={"""help""": """help message"""}	)
   _UpperCamelCase			:    Optional[str]  		=					None
   _UpperCamelCase			:    Optional[List[str]]  		=					list_field(default=[]	)
   _UpperCamelCase			:    Optional[List[int]]  		=					list_field(default=[]	)







@dataclass
class 	__lowerCAmelCase      :
   _UpperCamelCase			:    List[int]  		=					list_field(default=[]	)
   _UpperCamelCase			:    List[int]  		=					list_field(default=[1, 2, 3]	)
   _UpperCamelCase			:    List[str]  		=					list_field(default=["""Hallo""", """Bonjour""", """Hello"""]	)
   _UpperCamelCase			:    List[float]  		=					list_field(default=[0.1, 0.2, 0.3]	)







@dataclass
class 	__lowerCAmelCase      :
   _UpperCamelCase			:    List[int]  		=					field()
   _UpperCamelCase			:    str  		=					field()
   _UpperCamelCase			:    BasicEnum  		=					field()





   def 						_snake_case			(			self   )					->	Optional[Any]:
      """simple docstring"""





      a__						:    Optional[int]   		=	BasicEnum(self.required_enum   )







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


if is_python_no_less_than_3_10:







  @dataclass
  class 	__lowerCAmelCase      :
     _UpperCamelCase			:    bool  		=					False
     _UpperCamelCase			:    bool  		=					True
     _UpperCamelCase			:    bool | None  		=					None







  @dataclass
  class 	__lowerCAmelCase      :
     _UpperCamelCase			:    int | None  		=					None
     _UpperCamelCase			:    float | None  		=					field(default=_UpperCamelCase		,metadata={"""help""": """help message"""}	)
     _UpperCamelCase			:    str | None  		=					None
     _UpperCamelCase			:    list[str] | None  		=					list_field(default=[]	)
     _UpperCamelCase			:    list[int] | None  		=					list_field(default=[]	)







class 	__lowerCAmelCase      (       unittest.TestCase	):





   def 						_snake_case			(			self       ,      snake_case       ,      snake_case   )					->	List[str]:
      """simple docstring"""





      self.assertEqual(len(a._actions   )       ,      len(b._actions   )   )
      for x, y in zip(a._actions       ,      b._actions   ):
         a__						:    Optional[Any]   		=	{k: v for k, v in vars(snake_case   ).items() if k != "container"}
         a__						:    Optional[int]   		=	{k: v for k, v in vars(snake_case   ).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"       ,      snake_case   ) and yy.get("choices"       ,      snake_case   ):
            for expected_choice in yy["choices"] + xx["choices"]:
               self.assertEqual(xx["type"](snake_case   )       ,      yy["type"](snake_case   )   )
            del xx["type"], yy["type"]

         self.assertEqual(snake_case       ,      snake_case   )





   def 						_snake_case			(			self   )					->	List[Any]:
      """simple docstring"""





      a__						:    Optional[Any]   		=	HfArgumentParser(snake_case   )

      a__						:    Any   		=	argparse.ArgumentParser()
      expected.add_argument("--foo"       ,      type=snake_case       ,      required=snake_case   )
      expected.add_argument("--bar"       ,      type=snake_case       ,      required=snake_case   )
      expected.add_argument("--baz"       ,      type=snake_case       ,      required=snake_case   )
      expected.add_argument("--flag"       ,      type=snake_case       ,      default=snake_case       ,      const=snake_case       ,      nargs="?"   )
      self.argparsersEqual(snake_case       ,      snake_case   )

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





   def 						_snake_case			(			self   )					->	List[str]:
      """simple docstring"""





      a__						:    Tuple   		=	HfArgumentParser(snake_case   )

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





   def 						_snake_case			(			self   )					->	int:
      """simple docstring"""





      a__						:    List[Any]   		=	argparse.ArgumentParser()
      expected.add_argument("--foo"       ,      type=snake_case       ,      default=snake_case       ,      const=snake_case       ,      nargs="?"   )
      expected.add_argument("--baz"       ,      type=snake_case       ,      default=snake_case       ,      const=snake_case       ,      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=snake_case       ,      dest="baz"   )
      expected.add_argument("--opt"       ,      type=snake_case       ,      default=snake_case   )

      a__						:    Optional[int]   		=	[WithDefaultBoolExample]
      if is_python_no_less_than_3_10:
         dataclass_types.append(snake_case   )

      for dataclass_type in dataclass_types:
         a__						:    str   		=	HfArgumentParser(snake_case   )
         self.argparsersEqual(snake_case       ,      snake_case   )

         a__						:    Tuple   		=	parser.parse_args([]   )
         self.assertEqual(snake_case       ,      Namespace(foo=snake_case       ,      baz=snake_case       ,      opt=snake_case   )   )

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

         a__						:    Tuple   		=	parser.parse_args(["--foo", "--baz"]   )
         self.assertEqual(snake_case       ,      Namespace(foo=snake_case       ,      baz=snake_case       ,      opt=snake_case   )   )

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

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





   def 						_snake_case			(			self   )					->	List[str]:
      """simple docstring"""





      a__						:    Any   		=	HfArgumentParser(snake_case   )

      a__						:    List[str]   		=	argparse.ArgumentParser()
      expected.add_argument(
          "--foo"       ,      default="toto"       ,      choices=["titi", "toto", 42]       ,      type=make_choice_type_function(["titi", "toto", 42]   )       ,      )
      self.argparsersEqual(snake_case       ,      snake_case   )

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

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

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





   def 						_snake_case			(			self   )					->	str:
      """simple docstring"""





      @dataclass
      class 	__lowerCAmelCase      :
         _UpperCamelCase			:    Literal["titi", "toto", 42]  		=					"toto"







      a__						:    Optional[Any]   		=	HfArgumentParser(snake_case   )

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

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

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

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





   def 						_snake_case			(			self   )					->	Optional[int]:
      """simple docstring"""





      a__						:    Optional[Any]   		=	HfArgumentParser(snake_case   )

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

      self.argparsersEqual(snake_case       ,      snake_case   )

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

      a__						:    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(snake_case       ,      Namespace(foo_int=[1]       ,      bar_int=[2, 3]       ,      foo_str=["a", "b", "c"]       ,      foo_float=[0.1, 0.7]   )   )





   def 						_snake_case			(			self   )					->	Any:
      """simple docstring"""





      a__						:    List[str]   		=	argparse.ArgumentParser()
      expected.add_argument("--foo"       ,      default=snake_case       ,      type=snake_case   )
      expected.add_argument("--bar"       ,      default=snake_case       ,      type=snake_case       ,      help="help message"   )
      expected.add_argument("--baz"       ,      default=snake_case       ,      type=snake_case   )
      expected.add_argument("--ces"       ,      nargs="+"       ,      default=[]       ,      type=snake_case   )
      expected.add_argument("--des"       ,      nargs="+"       ,      default=[]       ,      type=snake_case   )

      a__						:    List[str]   		=	[OptionalExample]
      if is_python_no_less_than_3_10:
         dataclass_types.append(snake_case   )

      for dataclass_type in dataclass_types:
         a__						:    Union[str, Any]   		=	HfArgumentParser(snake_case   )

         self.argparsersEqual(snake_case       ,      snake_case   )

         a__						:    Tuple   		=	parser.parse_args([]   )
         self.assertEqual(snake_case       ,      Namespace(foo=snake_case       ,      bar=snake_case       ,      baz=snake_case       ,      ces=[]       ,      des=[]   )   )

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





   def 						_snake_case			(			self   )					->	List[Any]:
      """simple docstring"""





      a__						:    Union[str, Any]   		=	HfArgumentParser(snake_case   )

      a__						:    Optional[Any]   		=	argparse.ArgumentParser()
      expected.add_argument("--required_list"       ,      nargs="+"       ,      type=snake_case       ,      required=snake_case   )
      expected.add_argument("--required_str"       ,      type=snake_case       ,      required=snake_case   )
      expected.add_argument(
          "--required_enum"       ,      type=make_choice_type_function(["titi", "toto"]   )       ,      choices=["titi", "toto"]       ,      required=snake_case       ,      )
      self.argparsersEqual(snake_case       ,      snake_case   )





   def 						_snake_case			(			self   )					->	Dict:
      """simple docstring"""





      a__						:    Dict   		=	HfArgumentParser(snake_case   )

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





   def 						_snake_case			(			self   )					->	Union[str, Any]:
      """simple docstring"""





      a__						:    Optional[Any]   		=	HfArgumentParser(snake_case   )

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

      a__						:    str   		=	parser.parse_dict(snake_case   )[0]
      a__						:    Optional[Any]   		=	BasicExample(**snake_case   )
      self.assertEqual(snake_case       ,      snake_case   )





   def 						_snake_case			(			self   )					->	Any:
      """simple docstring"""





      a__						:    Union[str, Any]   		=	HfArgumentParser(snake_case   )

      a__						:    Union[str, Any]   		=	{
          "foo": 12,
          "bar": 3.14,
          "baz": "42",
          "flag": True,
          "extra": 42,
      }

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





   def 						_snake_case			(			self   )					->	str:
      """simple docstring"""





      a__						:    Union[str, Any]   		=	HfArgumentParser(snake_case   )

      a__						:    Union[str, Any]   		=	{
          "foo": 12,
          "bar": 3.14,
          "baz": "42",
          "flag": True,
      }
      with tempfile.TemporaryDirectory() as tmp_dir:
         a__						:    List[str]   		=	os.path.join(snake_case       ,      "temp_json"   )
         os.mkdir(snake_case   )
         with open(temp_local_path + ".json"       ,      "w+"   ) as f:
            json.dump(snake_case       ,      snake_case   )
         a__						:    Union[str, Any]   		=	parser.parse_yaml_file(Path(temp_local_path + ".json"   )   )[0]

      a__						:    List[str]   		=	BasicExample(**snake_case   )
      self.assertEqual(snake_case       ,      snake_case   )





   def 						_snake_case			(			self   )					->	Dict:
      """simple docstring"""





      a__						:    int   		=	HfArgumentParser(snake_case   )

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





   def 						_snake_case			(			self   )					->	Optional[Any]:
      """simple docstring"""





      a__						:    Optional[int]   		=	HfArgumentParser(snake_case   )
      self.assertIsNotNone(snake_case   )








def    _A	(   lowerCamelCase = 200 ):
   a__						:    List[str]   		=	[1, 2, 5, 10, 20, 50, 100, 200]
   a__						:    Dict   		=	[0] * (pence + 1)
   a__						:    int   		=	1  # base case: 1 way to make 0 pence

   for coin in coins:
      for i in range(lowerCamelCase				,			pence + 1				,			1 ):
         number_of_ways[i] += number_of_ways[i - coin]
   return number_of_ways[pence]


if __name__ == "__main__":
  assert solution(2_0_0) == 7_3_6_8_2

