





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




def  __UpperCAmelCase(   lowercase_=None			,     lowercase_=None   ):
       return field(default_factory=lambda: default			,     metadata=lowercase_   )







@dataclass
class       __A							:




      """simple docstring"""







      UpperCAmelCase__							=   42
      UpperCAmelCase__							=   42
      UpperCAmelCase__							=   42
      UpperCAmelCase__							=   42







@dataclass
class       __A							:




      """simple docstring"""







      UpperCAmelCase__							=   42
      UpperCAmelCase__							=   field(default="""toto"""			,metadata={"""help""": """help message"""}	)







@dataclass
class       __A							:




      """simple docstring"""







      UpperCAmelCase__							=   False
      UpperCAmelCase__							=   True
      UpperCAmelCase__							=   None







class       __A							(   lowerCamelCase__	):




      """simple docstring"""







      UpperCAmelCase__							=   """titi"""
      UpperCAmelCase__							=   """toto"""







class       __A							(   lowerCamelCase__	):




      """simple docstring"""







      UpperCAmelCase__							=   """titi"""
      UpperCAmelCase__							=   """toto"""
      UpperCAmelCase__							=   42







@dataclass
class       __A							:




      """simple docstring"""







      UpperCAmelCase__							=   "toto"


      def 					__snake_case      (		self):



             """simple docstring"""





             _lowerCamelCase				:  Tuple						=		BasicEnum(self.foo)







@dataclass
class       __A							:




      """simple docstring"""







      UpperCAmelCase__							=   "toto"


      def 					__snake_case      (		self):



             """simple docstring"""





             _lowerCamelCase				:  List[Any]						=		MixedTypeEnum(self.foo)







@dataclass
class       __A							:




      """simple docstring"""







      UpperCAmelCase__							=   None
      UpperCAmelCase__							=   field(default=lowerCamelCase__			,metadata={"""help""": """help message"""}	)
      UpperCAmelCase__							=   None
      UpperCAmelCase__							=   list_field(default=[]	)
      UpperCAmelCase__							=   list_field(default=[]	)







@dataclass
class       __A							:




      """simple docstring"""







      UpperCAmelCase__							=   list_field(default=[]	)
      UpperCAmelCase__							=   list_field(default=[1, 2, 3]	)
      UpperCAmelCase__							=   list_field(default=["""Hallo""", """Bonjour""", """Hello"""]	)
      UpperCAmelCase__							=   list_field(default=[0.1, 0.2, 0.3]	)







@dataclass
class       __A							:




      """simple docstring"""







      UpperCAmelCase__							=   field()
      UpperCAmelCase__							=   field()
      UpperCAmelCase__							=   field()


      def 					__snake_case      (		self):



             """simple docstring"""





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







@dataclass
class       __A							:




      """simple docstring"""







      UpperCAmelCase__							=   42
      UpperCAmelCase__							=   field()
      UpperCAmelCase__							=   None
      UpperCAmelCase__							=   field(default="""toto"""			,metadata={"""help""": """help message"""}	)
      UpperCAmelCase__							=   list_field(default=["""Hallo""", """Bonjour""", """Hello"""]	)


if is_python_no_less_than_3_10:







       @dataclass
       class       __A							:




             """simple docstring"""







             UpperCAmelCase__							=   False
             UpperCAmelCase__							=   True
             UpperCAmelCase__							=   None







       @dataclass
       class       __A							:




             """simple docstring"""







             UpperCAmelCase__							=   None
             UpperCAmelCase__							=   field(default=lowerCamelCase__			,metadata={"""help""": """help message"""}	)
             UpperCAmelCase__							=   None
             UpperCAmelCase__							=   list_field(default=[]	)
             UpperCAmelCase__							=   list_field(default=[]	)







class       __A							(   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				:  Union[str, Any]						=		{k: v for k, v in vars(a__).items() if k != '''container'''}
                    _lowerCamelCase				:  Union[str, 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 					__snake_case      (		self):



             """simple docstring"""





             _lowerCamelCase				:  Optional[Any]						=		HfArgumentParser(a__)

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


      def 					__snake_case      (		self):



             """simple docstring"""





             _lowerCamelCase				:  Any						=		HfArgumentParser(a__)

             _lowerCamelCase				:  Dict						=		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				:  Union[str, 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				:  Dict						=		[WithDefaultBoolExample]
             if is_python_no_less_than_3_10:
                    dataclass_types.append(a__)

             for dataclass_type in dataclass_types:
                    _lowerCamelCase				:  Optional[int]						=		HfArgumentParser(a__)
                    self.argparsersEqual(a__   ,				a__)

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

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

                    _lowerCamelCase				:  int						=		parser.parse_args(['''--foo''', '''--baz'''])
                    self.assertEqual(a__   ,				Namespace(foo=a__   ,				baz=a__   ,				opt=a__))

                    _lowerCamelCase				:  Tuple						=		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 					__snake_case      (		self):



             """simple docstring"""





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

             _lowerCamelCase				:  str						=		parser.parse_args(['''--foo''', '''42'''])
             self.assertEqual(args.foo   ,				42)
             _lowerCamelCase				:  Tuple						=		parser.parse_args_into_dataclasses(['''--foo''', '''42'''])[0]
             self.assertEqual(enum_ex.foo   ,				MixedTypeEnum.fourtytwo)


      def 					__snake_case      (		self):



             """simple docstring"""





             @dataclass
             class       __A							:




                   """simple docstring"""







                   UpperCAmelCase__							=   "toto"
             _lowerCamelCase				:  str						=		HfArgumentParser(a__)

             _lowerCamelCase				:  str						=		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				:  int						=		parser.parse_args([])
             self.assertEqual(args.foo   ,				'''toto''')

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

             _lowerCamelCase				:  str						=		parser.parse_args(['''--foo''', '''42'''])
             self.assertEqual(args.foo   ,				42)


      def 					__snake_case      (		self):



             """simple docstring"""





             _lowerCamelCase				:  List[str]						=		HfArgumentParser(a__)

             _lowerCamelCase				:  Optional[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				:  Dict						=		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				:  Union[str, 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				:  List[str]						=		[OptionalExample]
             if is_python_no_less_than_3_10:
                    dataclass_types.append(a__)

             for dataclass_type in dataclass_types:
                    _lowerCamelCase				:  Tuple						=		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				:  Optional[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				:  int						=		HfArgumentParser(a__)

             _lowerCamelCase				:  Optional[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				:  Any						=		HfArgumentParser(a__)

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

             _lowerCamelCase				:  Optional[int]						=		{
                 '''foo''': 12,
                 '''bar''': 3.14,
                 '''baz''': '''42''',
                 '''flag''': True,
             }

             _lowerCamelCase				:  Union[str, Any]						=		parser.parse_dict(a__)[0]
             _lowerCamelCase				:  Dict						=		BasicExample(**a__)
             self.assertEqual(a__   ,				a__)


      def 					__snake_case      (		self):



             """simple docstring"""





             _lowerCamelCase				:  Dict						=		HfArgumentParser(a__)

             _lowerCamelCase				:  int						=		{
                 '''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				:  List[Any]						=		HfArgumentParser(a__)

             _lowerCamelCase				:  List[Any]						=		{
                 '''foo''': 12,
                 '''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				:  Union[str, Any]						=		parser.parse_yaml_file(Path(temp_local_path + '''.json'''))[0]

             _lowerCamelCase				:  Any						=		BasicExample(**a__)
             self.assertEqual(a__   ,				a__)


      def 					__snake_case      (		self):



             """simple docstring"""





             _lowerCamelCase				:  str						=		HfArgumentParser(a__)

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



      def 					__snake_case      (		self):



             """simple docstring"""





             _lowerCamelCase				:  Optional[Any]						=		HfArgumentParser(a__)
             self.assertIsNotNone(a__)








def  __UpperCAmelCase(   lowercase_			,     lowercase_   ):
       # "extended trapezoidal rule"
       # int(f) = dx/2 * (f1 + 2f2 + ... + fn)
       _lowerCamelCase				:  int						=		(boundary[1] - boundary[0]) / steps
       _lowerCamelCase				:  Any						=		boundary[0]
       _lowerCamelCase				:  Tuple						=		boundary[1]
       _lowerCamelCase				:  Optional[Any]						=		make_points(lowercase_			,     lowercase_			,     lowercase_   )
       _lowerCamelCase				:  Dict						=		0.0
       y += (h / 2.0) * f(lowercase_   )
       for i in x_i:
              # print(i)
              y += h * f(lowercase_   )
       y += (h / 2.0) * f(lowercase_   )
       return y




def  __UpperCAmelCase(   lowercase_			,     lowercase_			,     lowercase_   ):
       _lowerCamelCase				:  Dict						=		a + h
       while x < (b - h):
              yield x
              _lowerCamelCase				:  Dict						=		x + h




def  __UpperCAmelCase(   lowercase_   ):  # enter your function here
       _lowerCamelCase				:  List[str]						=		(x - 0) * (x - 0)
       return y




def  __UpperCAmelCase(   ):
       _lowerCamelCase				:  List[Any]						=		0.0  # Lower bound of integration
       _lowerCamelCase				:  Union[str, Any]						=		1.0  # Upper bound of integration
       _lowerCamelCase				:  Dict						=		1_0.0  # define number of steps or resolution
       _lowerCamelCase				:  Optional[int]						=		[a, b]  # define boundary of integration
       _lowerCamelCase				:  str						=		method_a(lowercase_			,     lowercase_   )
       print(F"""y = {y}"""   )


if __name__ == "__main__":
       main()

