



'''simple docstring'''






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_							: Dict						 =	sys.version_info >= (3, 1_0)




def     snake_case_					(     lowerCAmelCase_=None       ,   lowerCAmelCase_=None		)->		Union[str, Any]:





       '''simple docstring'''


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



@dataclass
class 							lowercase       :


 """simple docstring"""


 UpperCAmelCase							=  42
 UpperCAmelCase							=  42
 UpperCAmelCase							=  42
 UpperCAmelCase							=  42







@dataclass
class 							lowercase       :


 """simple docstring"""


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







@dataclass
class 							lowercase       :


 """simple docstring"""


 UpperCAmelCase							=  False
 UpperCAmelCase							=  True
 UpperCAmelCase							=  None







class 							lowercase       (  _lowerCamelCase				):


 """simple docstring"""


 UpperCAmelCase							=  """titi"""
 UpperCAmelCase							=  """toto"""







class 							lowercase       (  _lowerCamelCase				):


 """simple docstring"""


 UpperCAmelCase							=  """titi"""
 UpperCAmelCase							=  """toto"""
 UpperCAmelCase							=  42







@dataclass
class 							lowercase       :


 """simple docstring"""


 UpperCAmelCase							=  "toto"







 def _snake_case (							self							)		->   List[Any]:
        _UpperCAmelCase  :						List[Any]			     = BasicEnum(self.foo							)







@dataclass
class 							lowercase       :


 """simple docstring"""


 UpperCAmelCase							=  "toto"







 def _snake_case (							self							)		->   List[Any]:
        _UpperCAmelCase  :						Optional[Any]			     = MixedTypeEnum(self.foo							)







@dataclass
class 							lowercase       :


 """simple docstring"""


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







@dataclass
class 							lowercase       :


 """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 							lowercase       :


 """simple docstring"""


 UpperCAmelCase							=  field()
 UpperCAmelCase							=  field()
 UpperCAmelCase							=  field()







 def _snake_case (							self							)		->   Tuple:
        _UpperCAmelCase  :						Union[str, Any]			     = BasicEnum(self.required_enum							)







@dataclass
class 							lowercase       :


 """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 							lowercase       :


    """simple docstring"""


    UpperCAmelCase							=  False
    UpperCAmelCase							=  True
    UpperCAmelCase							=  None







   @dataclass
   class 							lowercase       :


    """simple docstring"""


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



class 							lowercase       (  unittest.TestCase				):


 """simple docstring"""


 def _snake_case (							self  ,a_  ,a_							)		->   str:
        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(a_							).items() if k != """container"""}
               _UpperCAmelCase  :						List[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							)		->   Dict:
        _UpperCAmelCase  :						Optional[Any]			     = HfArgumentParser(a_							)

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







 def _snake_case (							self							)		->   int:
        _UpperCAmelCase  :						Union[str, Any]			     = HfArgumentParser(a_							)

        _UpperCAmelCase  :						Optional[Any]			     = 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							)		->   str:
        _UpperCAmelCase  :						Dict			     = 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  :						Union[str, Any]			     = HfArgumentParser(a_							)
               self.argparsersEqual(a_  ,a_							)

               _UpperCAmelCase  :						Any			     = parser.parse_args([]							)
               self.assertEqual(a_  ,Namespace(foo=a_  ,baz=a_  ,opt=a_							)							)

               _UpperCAmelCase  :						List[str]			     = parser.parse_args(["""--foo""", """--no_baz"""]							)
               self.assertEqual(a_  ,Namespace(foo=a_  ,baz=a_  ,opt=a_							)							)

               _UpperCAmelCase  :						str			     = parser.parse_args(["""--foo""", """--baz"""]							)
               self.assertEqual(a_  ,Namespace(foo=a_  ,baz=a_  ,opt=a_							)							)

               _UpperCAmelCase  :						int			     = parser.parse_args(["""--foo""", """True""", """--baz""", """True""", """--opt""", """True"""]							)
               self.assertEqual(a_  ,Namespace(foo=a_  ,baz=a_  ,opt=a_							)							)

               _UpperCAmelCase  :						Any			     = parser.parse_args(["""--foo""", """False""", """--baz""", """False""", """--opt""", """False"""]							)
               self.assertEqual(a_  ,Namespace(foo=a_  ,baz=a_  ,opt=a_							)							)







 def _snake_case (							self							)		->   Dict:
        _UpperCAmelCase  :						Any			     = HfArgumentParser(a_							)

        _UpperCAmelCase  :						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_							)

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

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

        _UpperCAmelCase  :						Union[str, Any]			     = parser.parse_args(["""--foo""", """42"""]							)
        self.assertEqual(args.foo  ,42							)
        _UpperCAmelCase  :						Any			     = parser.parse_args_into_dataclasses(["""--foo""", """42"""]							)[0]
        self.assertEqual(enum_ex.foo  ,MixedTypeEnum.fourtytwo							)







 def _snake_case (							self							)		->   Tuple:



        @dataclass
        class 							lowercase       :


         """simple docstring"""


         UpperCAmelCase							=  "toto"







        _UpperCAmelCase  :						Tuple			     = HfArgumentParser(a_							)

        _UpperCAmelCase  :						Optional[Any]			     = argparse.ArgumentParser()
        expected.add_argument(
            """--foo"""  ,default="""toto"""  ,choices=("""titi""", """toto""", 42)  ,type=make_choice_type_function(["""titi""", """toto""", 42]							)  ,)
        self.argparsersEqual(a_  ,a_							)

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

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

        _UpperCAmelCase  :						Union[str, Any]			     = parser.parse_args(["""--foo""", """42"""]							)
        self.assertEqual(args.foo  ,42							)







 def _snake_case (							self							)		->   Optional[Any]:
        _UpperCAmelCase  :						str			     = HfArgumentParser(a_							)

        _UpperCAmelCase  :						str			     = 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  :						List[str]			     = 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  :						List[str]			     = 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							)		->   Optional[int]:
        _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  :						Any			     = [OptionalExample]
        if is_python_no_less_than_3_10:
               dataclass_types.append(a_							)

        for dataclass_type in dataclass_types:
               _UpperCAmelCase  :						List[Any]			     = HfArgumentParser(a_							)

               self.argparsersEqual(a_  ,a_							)

               _UpperCAmelCase  :						Tuple			     = parser.parse_args([]							)
               self.assertEqual(a_  ,Namespace(foo=a_  ,bar=a_  ,baz=a_  ,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(a_  ,Namespace(foo=12  ,bar=3.14  ,baz="""42"""  ,ces=["""a""", """b""", """c"""]  ,des=[1, 2, 3]							)							)







 def _snake_case (							self							)		->   int:
        _UpperCAmelCase  :						Union[str, Any]			     = HfArgumentParser(a_							)

        _UpperCAmelCase  :						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							)		->   int:
        _UpperCAmelCase  :						Optional[int]			     = 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 _snake_case (							self							)		->   Dict:
        _UpperCAmelCase  :						int			     = HfArgumentParser(a_							)

        _UpperCAmelCase  :						str			     = {
            """foo""": 12,
            """bar""": 3.14,
            """baz""": """42""",
            """flag""": True,
        }

        _UpperCAmelCase  :						List[str]			     = parser.parse_dict(a_							)[0]
        _UpperCAmelCase  :						Optional[int]			     = BasicExample(**a_							)
        self.assertEqual(a_  ,a_							)







 def _snake_case (							self							)		->   Optional[int]:
        _UpperCAmelCase  :						Dict			     = HfArgumentParser(a_							)

        _UpperCAmelCase  :						Optional[Any]			     = {
            """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							)		->   Dict:
        _UpperCAmelCase  :						Any			     = HfArgumentParser(a_							)

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

        _UpperCAmelCase  :						List[str]			     = BasicExample(**a_							)
        self.assertEqual(a_  ,a_							)







 def _snake_case (							self							)		->   Optional[Any]:
        _UpperCAmelCase  :						List[Any]			     = HfArgumentParser(a_							)

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







 def _snake_case (							self							)		->   Any:
        _UpperCAmelCase  :						Tuple			     = HfArgumentParser(a_							)
        self.assertIsNotNone(a_							)








'''simple docstring'''






from typing import TYPE_CHECKING

from ...utils import _LazyModule


A_							: int						 =	{"""tokenization_bertweet""": ["""BertweetTokenizer"""]}


if TYPE_CHECKING:
   from .tokenization_bertweet import BertweetTokenizer

else:
   import sys

   A_							: int						 =	_LazyModule(__name__, globals()["""__file__"""], _import_structure, module_spec=__spec__)



