


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      :Optional[int]			    =       sys.version_info >= (3, 1_0)




def      _a     (						_lowercase :     Optional[Any]=None      , _lowercase :     List[Any]=None  ):





     '''simple docstring'''






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



@dataclass
class      a    :


     """simple docstring"""






     SCREAMING_SNAKE_CASE	:			int
     SCREAMING_SNAKE_CASE	:			float
     SCREAMING_SNAKE_CASE	:			str
     SCREAMING_SNAKE_CASE	:			bool



@dataclass
class      a    :


     """simple docstring"""






     SCREAMING_SNAKE_CASE	:			int							       =       4_2
     SCREAMING_SNAKE_CASE	:			str							       =       field(default="toto"     ,  metadata={"help": "help message"}	)



@dataclass
class      a    :


     """simple docstring"""






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



class      a    (		_UpperCAmelCase	):


     """simple docstring"""






     SCREAMING_SNAKE_CASE	:			Any							       =       'titi'
     SCREAMING_SNAKE_CASE	:			Optional[Any]							       =       'toto'



class      a    (		_UpperCAmelCase	):


     """simple docstring"""






     SCREAMING_SNAKE_CASE	:			Any							       =       'titi'
     SCREAMING_SNAKE_CASE	:			Optional[Any]							       =       'toto'
     SCREAMING_SNAKE_CASE	:			int							       =       4_2



@dataclass
class      a    :


     """simple docstring"""






     SCREAMING_SNAKE_CASE	:			BasicEnum							       =       "toto"

     def 			lowerCamelCase__			(    self					:		Optional[Any]      )						->							Any:
          __UpperCAmelCase     :			str  							=      BasicEnum(self.foo      )



@dataclass
class      a    :


     """simple docstring"""






     SCREAMING_SNAKE_CASE	:			MixedTypeEnum							       =       "toto"

     def 			lowerCamelCase__			(    self					:		Optional[Any]      )						->							Any:
          __UpperCAmelCase     :			Dict  							=      MixedTypeEnum(self.foo      )



@dataclass
class      a    :


     """simple docstring"""






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



@dataclass
class      a    :


     """simple docstring"""






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



@dataclass
class      a    :


     """simple docstring"""






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

     def 			lowerCamelCase__			(    self					:		List[Any]      )						->							Union[str, Any]:
          __UpperCAmelCase     :			Dict  							=      BasicEnum(self.required_enum      )



@dataclass
class      a    :


     """simple docstring"""






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


if is_python_no_less_than_3_10:



      @dataclass
      class      a    :


           """simple docstring"""






           SCREAMING_SNAKE_CASE	:			bool							       =       False
           SCREAMING_SNAKE_CASE	:			bool							       =       True
           SCREAMING_SNAKE_CASE	:			bool | None							       =       None



      @dataclass
      class      a    :


           """simple docstring"""






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



class      a    (		unittest.TestCase	):


     """simple docstring"""






     def 			lowerCamelCase__			(    self					:		List[str]							,			snake_case					:		Union[str, Any]							,			snake_case					:		Tuple      )						->							Any:
          self.assertEqual(len(a._actions      )							,			len(b._actions      )      )
          for x, y in zip(a._actions							,			b._actions      ):
               __UpperCAmelCase     :			List[str]  							=      {k: v for k, v in vars(SCREAMING_SNAKE_CASE_      ).items() if k != """container"""}
               __UpperCAmelCase     :			int  							=      {k: v for k, v in vars(SCREAMING_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'''							,			SCREAMING_SNAKE_CASE_      ) and yy.get('''choices'''							,			SCREAMING_SNAKE_CASE_      ):
                    for expected_choice in yy["choices"] + xx["choices"]:
                         self.assertEqual(xx['''type'''](SCREAMING_SNAKE_CASE_      )							,			yy['''type'''](SCREAMING_SNAKE_CASE_      )      )
                    del xx["type"], yy["type"]

               self.assertEqual(SCREAMING_SNAKE_CASE_							,			SCREAMING_SNAKE_CASE_      )

     def 			lowerCamelCase__			(    self					:		Any      )						->							str:
          __UpperCAmelCase     :			int  							=      HfArgumentParser(SCREAMING_SNAKE_CASE_      )

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

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

     def 			lowerCamelCase__			(    self					:		int      )						->							Any:
          __UpperCAmelCase     :			Tuple  							=      HfArgumentParser(SCREAMING_SNAKE_CASE_      )

          __UpperCAmelCase     :			Optional[Any]  							=      argparse.ArgumentParser()
          expected.add_argument('''--foo'''							,			default=42							,			type=SCREAMING_SNAKE_CASE_      )
          expected.add_argument('''--baz'''							,			default='''toto'''							,			type=SCREAMING_SNAKE_CASE_							,			help='''help message'''      )
          self.argparsersEqual(SCREAMING_SNAKE_CASE_							,			SCREAMING_SNAKE_CASE_      )

     def 			lowerCamelCase__			(    self					:		Union[str, Any]      )						->							Optional[Any]:
          __UpperCAmelCase     :			Any  							=      argparse.ArgumentParser()
          expected.add_argument('''--foo'''							,			type=SCREAMING_SNAKE_CASE_							,			default=SCREAMING_SNAKE_CASE_							,			const=SCREAMING_SNAKE_CASE_							,			nargs='''?'''      )
          expected.add_argument('''--baz'''							,			type=SCREAMING_SNAKE_CASE_							,			default=SCREAMING_SNAKE_CASE_							,			const=SCREAMING_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=SCREAMING_SNAKE_CASE_							,			dest='''baz'''      )
          expected.add_argument('''--opt'''							,			type=SCREAMING_SNAKE_CASE_							,			default=SCREAMING_SNAKE_CASE_      )

          __UpperCAmelCase     :			List[str]  							=      [WithDefaultBoolExample]
          if is_python_no_less_than_3_10:
               dataclass_types.append(SCREAMING_SNAKE_CASE_      )

          for dataclass_type in dataclass_types:
               __UpperCAmelCase     :			Optional[Any]  							=      HfArgumentParser(SCREAMING_SNAKE_CASE_      )
               self.argparsersEqual(SCREAMING_SNAKE_CASE_							,			SCREAMING_SNAKE_CASE_      )

               __UpperCAmelCase     :			Union[str, Any]  							=      parser.parse_args([]      )
               self.assertEqual(SCREAMING_SNAKE_CASE_							,			Namespace(foo=SCREAMING_SNAKE_CASE_							,			baz=SCREAMING_SNAKE_CASE_							,			opt=SCREAMING_SNAKE_CASE_      )      )

               __UpperCAmelCase     :			Tuple  							=      parser.parse_args(['''--foo''', '''--no_baz''']      )
               self.assertEqual(SCREAMING_SNAKE_CASE_							,			Namespace(foo=SCREAMING_SNAKE_CASE_							,			baz=SCREAMING_SNAKE_CASE_							,			opt=SCREAMING_SNAKE_CASE_      )      )

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

               __UpperCAmelCase     :			Union[str, Any]  							=      parser.parse_args(['''--foo''', '''True''', '''--baz''', '''True''', '''--opt''', '''True''']      )
               self.assertEqual(SCREAMING_SNAKE_CASE_							,			Namespace(foo=SCREAMING_SNAKE_CASE_							,			baz=SCREAMING_SNAKE_CASE_							,			opt=SCREAMING_SNAKE_CASE_      )      )

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

     def 			lowerCamelCase__			(    self					:		Tuple      )						->							List[str]:
          __UpperCAmelCase     :			Optional[int]  							=      HfArgumentParser(SCREAMING_SNAKE_CASE_      )

          __UpperCAmelCase     :			Any  							=      argparse.ArgumentParser()
          expected.add_argument(
              '''--foo'''							,			default='''toto'''							,			choices=['''titi''', '''toto''', 42]							,			type=make_choice_type_function(['''titi''', '''toto''', 42]      )							,			)
          self.argparsersEqual(SCREAMING_SNAKE_CASE_							,			SCREAMING_SNAKE_CASE_      )

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

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

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

     def 			lowerCamelCase__			(    self					:		Any      )						->							Dict:



          @dataclass
          class      a    :


               """simple docstring"""






               SCREAMING_SNAKE_CASE	:			Literal["titi", "toto", 4_2]							       =       "toto"



          __UpperCAmelCase     :			Optional[Any]  							=      HfArgumentParser(SCREAMING_SNAKE_CASE_      )

          __UpperCAmelCase     :			str  							=      argparse.ArgumentParser()
          expected.add_argument(
              '''--foo'''							,			default='''toto'''							,			choices=('''titi''', '''toto''', 42)							,			type=make_choice_type_function(['''titi''', '''toto''', 42]      )							,			)
          self.argparsersEqual(SCREAMING_SNAKE_CASE_							,			SCREAMING_SNAKE_CASE_      )

          __UpperCAmelCase     :			Tuple  							=      parser.parse_args([]      )
          self.assertEqual(args.foo							,			'''toto'''      )

          __UpperCAmelCase     :			Optional[int]  							=      parser.parse_args(['''--foo''', '''titi''']      )
          self.assertEqual(args.foo							,			'''titi'''      )

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

     def 			lowerCamelCase__			(    self					:		List[str]      )						->							str:
          __UpperCAmelCase     :			str  							=      HfArgumentParser(SCREAMING_SNAKE_CASE_      )

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

          self.argparsersEqual(SCREAMING_SNAKE_CASE_							,			SCREAMING_SNAKE_CASE_      )

          __UpperCAmelCase     :			Optional[Any]  							=      parser.parse_args([]      )
          self.assertEqual(
              SCREAMING_SNAKE_CASE_							,			Namespace(foo_int=[]							,			bar_int=[1, 2, 3]							,			foo_str=['''Hallo''', '''Bonjour''', '''Hello''']							,			foo_float=[0.1, 0.2, 0.3]      )							,			)

          __UpperCAmelCase     :			Optional[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(SCREAMING_SNAKE_CASE_							,			Namespace(foo_int=[1]							,			bar_int=[2, 3]							,			foo_str=['''a''', '''b''', '''c''']							,			foo_float=[0.1, 0.7]      )      )

     def 			lowerCamelCase__			(    self					:		Tuple      )						->							Union[str, Any]:
          __UpperCAmelCase     :			Dict  							=      argparse.ArgumentParser()
          expected.add_argument('''--foo'''							,			default=SCREAMING_SNAKE_CASE_							,			type=SCREAMING_SNAKE_CASE_      )
          expected.add_argument('''--bar'''							,			default=SCREAMING_SNAKE_CASE_							,			type=SCREAMING_SNAKE_CASE_							,			help='''help message'''      )
          expected.add_argument('''--baz'''							,			default=SCREAMING_SNAKE_CASE_							,			type=SCREAMING_SNAKE_CASE_      )
          expected.add_argument('''--ces'''							,			nargs='''+'''							,			default=[]							,			type=SCREAMING_SNAKE_CASE_      )
          expected.add_argument('''--des'''							,			nargs='''+'''							,			default=[]							,			type=SCREAMING_SNAKE_CASE_      )

          __UpperCAmelCase     :			Optional[Any]  							=      [OptionalExample]
          if is_python_no_less_than_3_10:
               dataclass_types.append(SCREAMING_SNAKE_CASE_      )

          for dataclass_type in dataclass_types:
               __UpperCAmelCase     :			List[Any]  							=      HfArgumentParser(SCREAMING_SNAKE_CASE_      )

               self.argparsersEqual(SCREAMING_SNAKE_CASE_							,			SCREAMING_SNAKE_CASE_      )

               __UpperCAmelCase     :			Dict  							=      parser.parse_args([]      )
               self.assertEqual(SCREAMING_SNAKE_CASE_							,			Namespace(foo=SCREAMING_SNAKE_CASE_							,			bar=SCREAMING_SNAKE_CASE_							,			baz=SCREAMING_SNAKE_CASE_							,			ces=[]							,			des=[]      )      )

               __UpperCAmelCase     :			int  							=      parser.parse_args('''--foo 12 --bar 3.14 --baz 42 --ces a b c --des 1 2 3'''.split()      )
               self.assertEqual(SCREAMING_SNAKE_CASE_							,			Namespace(foo=12							,			bar=3.14							,			baz='''42'''							,			ces=['''a''', '''b''', '''c''']							,			des=[1, 2, 3]      )      )

     def 			lowerCamelCase__			(    self					:		Any      )						->							str:
          __UpperCAmelCase     :			List[Any]  							=      HfArgumentParser(SCREAMING_SNAKE_CASE_      )

          __UpperCAmelCase     :			int  							=      argparse.ArgumentParser()
          expected.add_argument('''--required_list'''							,			nargs='''+'''							,			type=SCREAMING_SNAKE_CASE_							,			required=SCREAMING_SNAKE_CASE_      )
          expected.add_argument('''--required_str'''							,			type=SCREAMING_SNAKE_CASE_							,			required=SCREAMING_SNAKE_CASE_      )
          expected.add_argument(
              '''--required_enum'''							,			type=make_choice_type_function(['''titi''', '''toto''']      )							,			choices=['''titi''', '''toto''']							,			required=SCREAMING_SNAKE_CASE_							,			)
          self.argparsersEqual(SCREAMING_SNAKE_CASE_							,			SCREAMING_SNAKE_CASE_      )

     def 			lowerCamelCase__			(    self					:		List[Any]      )						->							Optional[int]:
          __UpperCAmelCase     :			Optional[Any]  							=      HfArgumentParser(SCREAMING_SNAKE_CASE_      )

          __UpperCAmelCase     :			List[Any]  							=      argparse.ArgumentParser()
          expected.add_argument('''--foo'''							,			type=SCREAMING_SNAKE_CASE_							,			required=SCREAMING_SNAKE_CASE_      )
          expected.add_argument(
              '''--required_enum'''							,			type=make_choice_type_function(['''titi''', '''toto''']      )							,			choices=['''titi''', '''toto''']							,			required=SCREAMING_SNAKE_CASE_							,			)
          expected.add_argument('''--opt'''							,			type=SCREAMING_SNAKE_CASE_							,			default=SCREAMING_SNAKE_CASE_      )
          expected.add_argument('''--baz'''							,			default='''toto'''							,			type=SCREAMING_SNAKE_CASE_							,			help='''help message'''      )
          expected.add_argument('''--foo_str'''							,			nargs='''+'''							,			default=['''Hallo''', '''Bonjour''', '''Hello''']							,			type=SCREAMING_SNAKE_CASE_      )
          self.argparsersEqual(SCREAMING_SNAKE_CASE_							,			SCREAMING_SNAKE_CASE_      )

     def 			lowerCamelCase__			(    self					:		str      )						->							str:
          __UpperCAmelCase     :			Optional[int]  							=      HfArgumentParser(SCREAMING_SNAKE_CASE_      )

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

          __UpperCAmelCase     :			Optional[Any]  							=      parser.parse_dict(SCREAMING_SNAKE_CASE_      )[0]
          __UpperCAmelCase     :			Optional[int]  							=      BasicExample(**SCREAMING_SNAKE_CASE_      )
          self.assertEqual(SCREAMING_SNAKE_CASE_							,			SCREAMING_SNAKE_CASE_      )

     def 			lowerCamelCase__			(    self					:		List[str]      )						->							List[Any]:
          __UpperCAmelCase     :			Any  							=      HfArgumentParser(SCREAMING_SNAKE_CASE_      )

          __UpperCAmelCase     :			Optional[int]  							=      {
              """foo""": 12,
              """bar""": 3.14,
              """baz""": """42""",
              """flag""": True,
              """extra""": 42,
          }

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

     def 			lowerCamelCase__			(    self					:		int      )						->							List[Any]:
          __UpperCAmelCase     :			Tuple  							=      HfArgumentParser(SCREAMING_SNAKE_CASE_      )

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

          __UpperCAmelCase     :			Optional[Any]  							=      BasicExample(**SCREAMING_SNAKE_CASE_      )
          self.assertEqual(SCREAMING_SNAKE_CASE_							,			SCREAMING_SNAKE_CASE_      )

     def 			lowerCamelCase__			(    self					:		List[Any]      )						->							Optional[Any]:
          __UpperCAmelCase     :			List[Any]  							=      HfArgumentParser(SCREAMING_SNAKE_CASE_      )

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






     def 			lowerCamelCase__			(    self					:		str      )						->							Any:
          __UpperCAmelCase     :			Optional[Any]  							=      HfArgumentParser(SCREAMING_SNAKE_CASE_      )
          self.assertIsNotNone(SCREAMING_SNAKE_CASE_      )



'''simple docstring'''



from typing import TYPE_CHECKING

from ...utils import OptionalDependencyNotAvailable, _LazyModule, is_tf_available, is_torch_available


__UpperCAmelCase      :Union[str, Any]			    =       {
    "configuration_rag": ["RagConfig"],
    "retrieval_rag": ["RagRetriever"],
    "tokenization_rag": ["RagTokenizer"],
}

try:
      if not is_torch_available():
            raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
      pass
else:
      __UpperCAmelCase      :Dict			    =       [
          "RagModel",
          "RagPreTrainedModel",
          "RagSequenceForGeneration",
          "RagTokenForGeneration",
      ]

try:
      if not is_tf_available():
            raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
      pass
else:
      __UpperCAmelCase      :Dict			    =       [
          "TFRagModel",
          "TFRagPreTrainedModel",
          "TFRagSequenceForGeneration",
          "TFRagTokenForGeneration",
      ]


if TYPE_CHECKING:
      from .configuration_rag import RagConfig
      from .retrieval_rag import RagRetriever
      from .tokenization_rag import RagTokenizer

      try:
            if not is_torch_available():
                  raise OptionalDependencyNotAvailable()
      except OptionalDependencyNotAvailable:
            pass
      else:
            from .modeling_rag import RagModel, RagPreTrainedModel, RagSequenceForGeneration, RagTokenForGeneration

      try:
            if not is_tf_available():
                  raise OptionalDependencyNotAvailable()
      except OptionalDependencyNotAvailable:
            pass
      else:
            from .modeling_tf_rag import (
                TFRagModel,
                TFRagPreTrainedModel,
                TFRagSequenceForGeneration,
                TFRagTokenForGeneration,
            )

else:
      import sys

      __UpperCAmelCase      :Any			    =       _LazyModule(__name__, globals()["__file__"], _import_structure, module_spec=__spec__)