


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					:       Union[str, Any]			    =     sys.version_info >= (3, 10)



def UpperCamelCase_				(				__a=None			,				__a=None      )	->   Union[str, Any]:
      return field(default_factory=lambda: default			,				metadata=__a      )



@dataclass
class A__     :



  """simple docstring"""



  _lowercase									=		4_2
  _lowercase									=		4_2
  _lowercase									=		4_2
  _lowercase									=		4_2




@dataclass
class A__     :



  """simple docstring"""



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




@dataclass
class A__     :



  """simple docstring"""



  _lowercase									=		False
  _lowercase									=		True
  _lowercase									=		None




class A__     ( _lowercase  ):



  """simple docstring"""



  _lowercase									=		'titi'
  _lowercase									=		'toto'




class A__     ( _lowercase  ):



  """simple docstring"""



  _lowercase									=		'titi'
  _lowercase									=		'toto'
  _lowercase									=		4_2




@dataclass
class A__     :



  """simple docstring"""



  _lowercase									=		'toto'

  def    _UpperCamelCase( self			:  Optional[int]       ):
        a__	:  List[Any]     =   BasicEnum(self.foo       )




@dataclass
class A__     :



  """simple docstring"""



  _lowercase									=		'toto'

  def    _UpperCamelCase( self			:  str       ):
        a__	:  Tuple     =   MixedTypeEnum(self.foo       )




@dataclass
class A__     :



  """simple docstring"""



  _lowercase									=		None
  _lowercase									=		field(default=_lowercase				,		metadata={'help': 'help message'}  )
  _lowercase									=		None
  _lowercase									=		list_field(default=[]  )
  _lowercase									=		list_field(default=[]  )




@dataclass
class A__     :



  """simple docstring"""



  _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 A__     :



  """simple docstring"""



  _lowercase									=		field()
  _lowercase									=		field()
  _lowercase									=		field()

  def    _UpperCamelCase( self			:  List[str]       ):
        a__	:  Dict     =   BasicEnum(self.required_enum       )




@dataclass
class A__     :



  """simple docstring"""



  _lowercase									=		4_2
  _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 A__     :



      """simple docstring"""



      _lowercase									=		False
      _lowercase									=		True
      _lowercase									=		None




    @dataclass
    class A__     :



      """simple docstring"""



      _lowercase									=		None
      _lowercase									=		field(default=_lowercase				,		metadata={'help': 'help message'}  )
      _lowercase									=		None
      _lowercase									=		list_field(default=[]  )
      _lowercase									=		list_field(default=[]  )



class A__     ( unittest.TestCase  ):



  """simple docstring"""



  def    _UpperCamelCase( self			:  Dict				,				lowerCamelCase__			:  argparse.ArgumentParser				,				lowerCamelCase__			:  argparse.ArgumentParser       ):
        self.assertEqual(len(a._actions       )				,				len(b._actions       )       )
        for x, y in zip(a._actions				,				b._actions       ):
              a__	:  Union[str, Any]     =   {k: v for k, v in vars(_snake_case       ).items() if k != "container"}
              a__	:  Tuple     =   {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    _UpperCamelCase( self			:  str       ):
        a__	:  Tuple     =   HfArgumentParser(_snake_case       )

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

  def    _UpperCamelCase( self			:  Union[str, Any]       ):
        a__	:  Any     =   HfArgumentParser(_snake_case       )

        a__	:  Dict     =   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    _UpperCamelCase( self			:  Any       ):
        a__	:  Union[str, 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__	:  int     =   [WithDefaultBoolExample]
        if is_python_no_less_than_3_10:
              dataclass_types.append(_snake_case       )

        for dataclass_type in dataclass_types:
              a__	:  Dict     =   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__	:  List[str]     =   parser.parse_args(["--foo", "--no_baz"]       )
              self.assertEqual(_snake_case				,				Namespace(foo=_snake_case				,				baz=_snake_case				,				opt=_snake_case       )       )

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

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

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

  def    _UpperCamelCase( self			:  Optional[int]       ):
        a__	:  List[str]     =   HfArgumentParser(_snake_case       )

        a__	:  int     =   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__	:  Optional[int]     =   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__	:  List[str]     =   parser.parse_args_into_dataclasses(["--foo", "titi"]       )[0]
        self.assertEqual(enum_ex.foo				,				MixedTypeEnum.titi       )

        a__	:  Dict     =   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    _UpperCamelCase( self			:  Union[str, Any]       ):



        @dataclass
        class A__     :



          """simple docstring"""



          _lowercase									=		'toto'




        a__	:  List[Any]     =   HfArgumentParser(_snake_case       )

        a__	:  List[Any]     =   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__	:  Dict     =   parser.parse_args([]       )
        self.assertEqual(args.foo				,				"toto"       )

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

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

  def    _UpperCamelCase( self			:  str       ):
        a__	:  Tuple     =   HfArgumentParser(_snake_case       )

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

  def    _UpperCamelCase( self			:  Union[str, Any]       ):
        a__	:  Any     =   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__	:  Tuple     =   [OptionalExample]
        if is_python_no_less_than_3_10:
              dataclass_types.append(_snake_case       )

        for dataclass_type in dataclass_types:
              a__	:  Optional[Any]     =   HfArgumentParser(_snake_case       )

              self.argparsersEqual(_snake_case				,				_snake_case       )

              a__	:  Union[str, Any]     =   parser.parse_args([]       )
              self.assertEqual(_snake_case				,				Namespace(foo=_snake_case				,				bar=_snake_case				,				baz=_snake_case				,				ces=[]				,				des=[]       )       )

              a__	:  Dict     =   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    _UpperCamelCase( self			:  Any       ):
        a__	:  Optional[int]     =   HfArgumentParser(_snake_case       )

        a__	:  List[str]     =   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    _UpperCamelCase( self			:  Optional[int]       ):
        a__	:  Union[str, Any]     =   HfArgumentParser(_snake_case       )

        a__	:  int     =   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    _UpperCamelCase( self			:  Tuple       ):
        a__	:  str     =   HfArgumentParser(_snake_case       )

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

        a__	:  Optional[int]     =   parser.parse_dict(_snake_case       )[0]
        a__	:  Tuple     =   BasicExample(**_snake_case       )
        self.assertEqual(_snake_case				,				_snake_case       )

  def    _UpperCamelCase( self			:  str       ):
        a__	:  Optional[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    _UpperCamelCase( self			:  List[Any]       ):
        a__	:  Optional[Any]     =   HfArgumentParser(_snake_case       )

        a__	:  List[str]     =   {
            "foo": 12,
            "bar": 3.14,
            "baz": "42",
            "flag": True,
        }
        with tempfile.TemporaryDirectory() as tmp_dir:
              a__	:  List[Any]     =   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__	:  List[str]     =   parser.parse_yaml_file(Path(temp_local_path + ".json"       )       )[0]

        a__	:  int     =   BasicExample(**_snake_case       )
        self.assertEqual(_snake_case				,				_snake_case       )

  def    _UpperCamelCase( self			:  Union[str, Any]       ):
        a__	:  Optional[int]     =   HfArgumentParser(_snake_case       )

        a__	:  int     =   {
            "foo": 12,
            "bar": 3.14,
            "baz": "42",
            "flag": True,
        }
        with tempfile.TemporaryDirectory() as tmp_dir:
              a__	:  str     =   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__	:  Optional[int]     =   parser.parse_yaml_file(Path(temp_local_path + ".yaml"       )       )[0]
        a__	:  Dict     =   BasicExample(**_snake_case       )
        self.assertEqual(_snake_case				,				_snake_case       )

  def    _UpperCamelCase( self			:  int       ):
        a__	:  Tuple     =   HfArgumentParser(_snake_case       )
        self.assertIsNotNone(_snake_case       )



"""simple docstring"""





from __future__ import annotations
def 				A_  (__a					):

					'''simple docstring'''





					A_								=    0.00
					A_								=    0
					for resistor in resistors:
										if resistor <= 0:
															A_								=    f'Resistor at index {index} has a negative or zero value!'
															raise ValueError(__a					)
										first_sum += 1 / float(__a					)
										index += 1
					return 1 / first_sum
def 				A_  (__a					):

					'''simple docstring'''





					A_								=    0.00
					A_								=    0
					for resistor in resistors:
										sum_r += resistor
										if resistor < 0:
															A_								=    f'Resistor at index {index} has a negative value!'
															raise ValueError(__a					)
										index += 1
					return sum_r


if __name__ == "__main__":
		import doctest

		doctest.testmod()




