

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 							__SCREAMING_SNAKE_CASE     (   a__    :   Any=None			,a__    :   Dict=None       )					->				Union[str, Any]:
	return field(default_factory=lambda: default			,metadata=a__       )






@dataclass
class      lowerCamelCase_      :
	_lowercase		:   int
	_lowercase		:   float
	_lowercase		:   str
	_lowercase		:   bool






@dataclass
class      lowerCamelCase_      :
	_lowercase		:   int     					=				42
	_lowercase		:   str     					=				field(default='''toto'''						,      metadata={'''help''': '''help message'''}	)






@dataclass
class      lowerCamelCase_      :
	_lowercase		:   bool     					=				False
	_lowercase		:   bool     					=				True
	_lowercase		:   Optional[bool]     					=				None






class      lowerCamelCase_      (	_lowercase	):
	_lowercase		:   int     					=				'''titi'''
	_lowercase		:   Union[str, Any]     					=				'''toto'''






class      lowerCamelCase_      (	_lowercase	):
	_lowercase		:   List[Any]     					=				'''titi'''
	_lowercase		:   List[Any]     					=				'''toto'''
	_lowercase		:   Optional[Any]     					=				42






@dataclass
class      lowerCamelCase_      :
	_lowercase		:   BasicEnum     					=				"toto"




	def        lowerCAmelCase_       (     self						:     Optional[Any]							):
		__A :			List[str]		    =			BasicEnum(self.foo							)






@dataclass
class      lowerCamelCase_      :
	_lowercase		:   MixedTypeEnum     					=				"toto"




	def        lowerCAmelCase_       (     self						:     int							):
		__A :			Optional[int]		    =			MixedTypeEnum(self.foo							)






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






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






@dataclass
class      lowerCamelCase_      :
	_lowercase		:   List[int]     					=				field()
	_lowercase		:   str     					=				field()
	_lowercase		:   BasicEnum     					=				field()




	def        lowerCAmelCase_       (     self						:     str							):
		__A :			List[str]		    =			BasicEnum(self.required_enum							)






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


if is_python_no_less_than_3_10:






			@dataclass
			class      lowerCamelCase_      :
				_lowercase		:   bool     					=				False
				_lowercase		:   bool     					=				True
				_lowercase		:   bool | None     					=				None






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







class      lowerCamelCase_      (	unittest.TestCase	):




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

		__A :			List[str]		    =			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							)

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




	def        lowerCAmelCase_       (     self						:     Union[str, Any]							):
		__A :			Any		    =			HfArgumentParser(__A							)

		__A :			Optional[int]		    =			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        lowerCAmelCase_       (     self						:     List[str]							):
		__A :			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							)

		__A :			Optional[Any]		    =			[WithDefaultBoolExample]
		if is_python_no_less_than_3_10:
			dataclass_types.append(__A							)

		for dataclass_type in dataclass_types:
			__A :			List[Any]		    =			HfArgumentParser(__A							)
			self.argparsersEqual(__A					,      __A							)

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

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

			__A :			Union[str, Any]		    =			parser.parse_args(["""--foo""", """--baz"""]							)
			self.assertEqual(__A					,      Namespace(foo=__A					,      baz=__A					,      opt=__A							)							)

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

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




	def        lowerCAmelCase_       (     self						:     int							):
		__A :			Tuple		    =			HfArgumentParser(__A							)

		__A :			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							)

		__A :			Tuple		    =			parser.parse_args([]							)
		self.assertEqual(args.foo					,      """toto"""							)
		__A :			Optional[int]		    =			parser.parse_args_into_dataclasses([]							)[0]
		self.assertEqual(enum_ex.foo					,      MixedTypeEnum.toto							)

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

		__A :			List[str]		    =			parser.parse_args(["""--foo""", """42"""]							)
		self.assertEqual(args.foo					,      42							)
		__A :			Dict		    =			parser.parse_args_into_dataclasses(["""--foo""", """42"""]							)[0]
		self.assertEqual(enum_ex.foo					,      MixedTypeEnum.fourtytwo							)




	def        lowerCAmelCase_       (     self						:     str							):






		@dataclass
		class      lowerCamelCase_      :
			_lowercase		:   Literal["titi", "toto", 42]     					=				"toto"






		__A :			int		    =			HfArgumentParser(__A							)

		__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(__A					,      __A							)

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

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

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




	def        lowerCAmelCase_       (     self						:     Optional[Any]							):
		__A :			Union[str, Any]		    =			HfArgumentParser(__A							)

		__A :			List[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							)

		__A :			int		    =			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]							)					,      )

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




	def        lowerCAmelCase_       (     self						:     Tuple							):
		__A :			int		    =			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							)

		__A :			str		    =			[OptionalExample]
		if is_python_no_less_than_3_10:
			dataclass_types.append(__A							)

		for dataclass_type in dataclass_types:
			__A :			Optional[int]		    =			HfArgumentParser(__A							)

			self.argparsersEqual(__A					,      __A							)

			__A :			str		    =			parser.parse_args([]							)
			self.assertEqual(__A					,      Namespace(foo=__A					,      bar=__A					,      baz=__A					,      ces=[]					,      des=[]							)							)

			__A :			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=3.1_4					,      baz="""42"""					,      ces=["""a""", """b""", """c"""]					,      des=[1, 2, 3]							)							)




	def        lowerCAmelCase_       (     self						:     int							):
		__A :			List[Any]		    =			HfArgumentParser(__A							)

		__A :			int		    =			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        lowerCAmelCase_       (     self						:     List[Any]							):
		__A :			str		    =			HfArgumentParser(__A							)

		__A :			Union[str, 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        lowerCAmelCase_       (     self						:     str							):
		__A :			Optional[Any]		    =			HfArgumentParser(__A							)

		__A :			Union[str, Any]		    =			{
		    """foo""": 12,
		    """bar""": 3.1_4,
		    """baz""": """42""",
		    """flag""": True,
		}

		__A :			List[Any]		    =			parser.parse_dict(__A							)[0]
		__A :			List[str]		    =			BasicExample(**__A							)
		self.assertEqual(__A					,      __A							)




	def        lowerCAmelCase_       (     self						:     Tuple							):
		__A :			List[str]		    =			HfArgumentParser(__A							)

		__A :			List[str]		    =			{
		    """foo""": 12,
		    """bar""": 3.1_4,
		    """baz""": """42""",
		    """flag""": True,
		    """extra""": 42,
		}

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




	def        lowerCAmelCase_       (     self						:     Tuple							):
		__A :			Optional[int]		    =			HfArgumentParser(__A							)

		__A :			Any		    =			{
		    """foo""": 12,
		    """bar""": 3.1_4,
		    """baz""": """42""",
		    """flag""": True,
		}
		with tempfile.TemporaryDirectory() as tmp_dir:
			__A :			Optional[int]		    =			os.path.join(__A					,      """temp_json"""							)
			os.mkdir(__A							)
			with open(temp_local_path + """.json"""					,      """w+"""							) as f:
				json.dump(__A					,      __A							)
			__A :			Tuple		    =			parser.parse_yaml_file(Path(temp_local_path + """.json"""							)							)[0]

		__A :			str		    =			BasicExample(**__A							)
		self.assertEqual(__A					,      __A							)




	def        lowerCAmelCase_       (     self						:     Tuple							):
		__A :			str		    =			HfArgumentParser(__A							)

		__A :			int		    =			{
		    """foo""": 12,
		    """bar""": 3.1_4,
		    """baz""": """42""",
		    """flag""": True,
		}
		with tempfile.TemporaryDirectory() as tmp_dir:
			__A :			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							)
			__A :			Union[str, Any]		    =			parser.parse_yaml_file(Path(temp_local_path + """.yaml"""							)							)[0]
		__A :			str		    =			BasicExample(**__A							)
		self.assertEqual(__A					,      __A							)




	def        lowerCAmelCase_       (     self						:     List[Any]							):
		__A :			str		    =			HfArgumentParser(__A							)
		self.assertIsNotNone(__A							)









from math import isqrt




def       a_ (       SCREAMING_SNAKE_CASE__   : int	):
       '''simple docstring'''





       _lowerCamelCase			:						Optional[int]            =[True] * max_number
       for i in range(2						,     isqrt(max_number - 1	) + 1	):
              if is_prime[i]:
                     for j in range(i**2						,     SCREAMING_SNAKE_CASE__						,     SCREAMING_SNAKE_CASE__	):
                            _lowerCamelCase			:						str            =False

       return [i for i in range(2						,     SCREAMING_SNAKE_CASE__	) if is_prime[i]]




def       a_ (       SCREAMING_SNAKE_CASE__   : int = 10**8	):
       '''simple docstring'''





       _lowerCamelCase			:						Union[str, Any]            =calculate_prime_numbers(max_number // 2	)

       _lowerCamelCase			:						Dict            =0
       _lowerCamelCase			:						int            =0
       _lowerCamelCase			:						Optional[Any]            =len(SCREAMING_SNAKE_CASE__	) - 1
       while left <= right:
              while prime_numbers[left] * prime_numbers[right] >= max_number:
                     right -= 1
              semiprimes_count += right - left + 1
              left += 1

       return semiprimes_count


if __name__ == "__main__":
 print(F"""{solution() = }""")


