





"""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
lowerCamelCase_       =		sys.version_info >= (3, 1_0)



def 					__lowerCamelCase       (							a_					:		str=None			,       a_					:		Any=None							)      ->				Optional[int]:
      return field(default_factory=lambda: default			,       metadata=a_							)






@dataclass
class  _SCREAMING_SNAKE_CASE:
       SCREAMING_SNAKE_CASE_       :				int
       SCREAMING_SNAKE_CASE_       :				float
       SCREAMING_SNAKE_CASE_       :				str
       SCREAMING_SNAKE_CASE_       :				bool






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






@dataclass
class  _SCREAMING_SNAKE_CASE:
       SCREAMING_SNAKE_CASE_       :				bool     						=  False
       SCREAMING_SNAKE_CASE_       :				bool     						=  True
       SCREAMING_SNAKE_CASE_       :				Optional[bool]     						=  None






class  _SCREAMING_SNAKE_CASE(       A  ):
       SCREAMING_SNAKE_CASE_       :				Optional[int]     						=  '''titi'''
       SCREAMING_SNAKE_CASE_       :				Optional[int]     						=  '''toto'''






class  _SCREAMING_SNAKE_CASE(       A  ):
       SCREAMING_SNAKE_CASE_       :				List[str]     						=  '''titi'''
       SCREAMING_SNAKE_CASE_       :				Any     						=  '''toto'''
       SCREAMING_SNAKE_CASE_       :				Optional[Any]     						=  42






@dataclass
class  _SCREAMING_SNAKE_CASE:
       SCREAMING_SNAKE_CASE_       :				BasicEnum     						=  "toto"




       def    _UpperCamelCase					(						self							)      ->				Tuple:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :Tuple		    =  BasicEnum(self.foo							)






@dataclass
class  _SCREAMING_SNAKE_CASE:
       SCREAMING_SNAKE_CASE_       :				MixedTypeEnum     						=  "toto"




       def    _UpperCamelCase					(						self							)      ->				List[Any]:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :Dict		    =  MixedTypeEnum(self.foo							)






@dataclass
class  _SCREAMING_SNAKE_CASE:
       SCREAMING_SNAKE_CASE_       :				Optional[int]     						=  None
       SCREAMING_SNAKE_CASE_       :				Optional[float]     						=  field(default=A   ,     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  _SCREAMING_SNAKE_CASE:
       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  _SCREAMING_SNAKE_CASE:
       SCREAMING_SNAKE_CASE_       :				List[int]     						=  field()
       SCREAMING_SNAKE_CASE_       :				str     						=  field()
       SCREAMING_SNAKE_CASE_       :				BasicEnum     						=  field()




       def    _UpperCamelCase					(						self							)      ->				Tuple:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :List[Any]		    =  BasicEnum(self.required_enum							)






@dataclass
class  _SCREAMING_SNAKE_CASE:
       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  _SCREAMING_SNAKE_CASE:
         SCREAMING_SNAKE_CASE_       :				bool     						=  False
         SCREAMING_SNAKE_CASE_       :				bool     						=  True
         SCREAMING_SNAKE_CASE_       :				bool | None     						=  None






  @dataclass
  class  _SCREAMING_SNAKE_CASE:
         SCREAMING_SNAKE_CASE_       :				int | None     						=  None
         SCREAMING_SNAKE_CASE_       :				float | None     						=  field(default=A   ,     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  _SCREAMING_SNAKE_CASE(       unittest.TestCase  ):




       def    _UpperCamelCase					(						self		,SCREAMING_SNAKE_CASE__		,SCREAMING_SNAKE_CASE__							)      ->				Any:





             """simple docstring"""






             self.assertEqual(len(a._actions							)		,len(b._actions							)							)
             for x, y in zip(a._actions		,b._actions							):
                   __SCREAMING_SNAKE_CASE       :Any		    =  {k: v for k, v in vars(SCREAMING_SNAKE_CASE__							).items() if k != '''container'''}
                   __SCREAMING_SNAKE_CASE       :Tuple		    =  {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    _UpperCamelCase					(						self							)      ->				Any:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :Optional[int]		    =  HfArgumentParser(SCREAMING_SNAKE_CASE__							)

             __SCREAMING_SNAKE_CASE       :Dict		    =  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__							)

             __SCREAMING_SNAKE_CASE       :int		    =  ['''--foo''', '''1''', '''--baz''', '''quux''', '''--bar''', '''0.5''']
             ((__SCREAMING_SNAKE_CASE)    ,)       :Any		    =  parser.parse_args_into_dataclasses(SCREAMING_SNAKE_CASE__		,look_for_args_file=SCREAMING_SNAKE_CASE__							)
             self.assertFalse(example.flag							)




       def    _UpperCamelCase					(						self							)      ->				str:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :List[Any]		    =  HfArgumentParser(SCREAMING_SNAKE_CASE__							)

             __SCREAMING_SNAKE_CASE       :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    _UpperCamelCase					(						self							)      ->				List[str]:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :Tuple		    =  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__							)

             __SCREAMING_SNAKE_CASE       :Union[str, Any]		    =  [WithDefaultBoolExample]
             if is_python_no_less_than_3_10:
                   dataclass_types.append(SCREAMING_SNAKE_CASE__							)

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

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

                   __SCREAMING_SNAKE_CASE       :List[str]		    =  parser.parse_args(['''--foo''', '''--no_baz''']							)
                   self.assertEqual(SCREAMING_SNAKE_CASE__		,Namespace(foo=SCREAMING_SNAKE_CASE__		,baz=SCREAMING_SNAKE_CASE__		,opt=SCREAMING_SNAKE_CASE__							)							)

                   __SCREAMING_SNAKE_CASE       :List[str]		    =  parser.parse_args(['''--foo''', '''--baz''']							)
                   self.assertEqual(SCREAMING_SNAKE_CASE__		,Namespace(foo=SCREAMING_SNAKE_CASE__		,baz=SCREAMING_SNAKE_CASE__		,opt=SCREAMING_SNAKE_CASE__							)							)

                   __SCREAMING_SNAKE_CASE       :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__							)							)

                   __SCREAMING_SNAKE_CASE       :Union[str, Any]		    =  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    _UpperCamelCase					(						self							)      ->				Optional[int]:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :Dict		    =  HfArgumentParser(SCREAMING_SNAKE_CASE__							)

             __SCREAMING_SNAKE_CASE       :Dict		    =  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__							)

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

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

             __SCREAMING_SNAKE_CASE       :List[Any]		    =  parser.parse_args(['''--foo''', '''42''']							)
             self.assertEqual(args.foo		,42							)
             __SCREAMING_SNAKE_CASE       :Any		    =  parser.parse_args_into_dataclasses(['''--foo''', '''42''']							)[0]
             self.assertEqual(enum_ex.foo		,MixedTypeEnum.fourtytwo							)




       def    _UpperCamelCase					(						self							)      ->				Tuple:





             """simple docstring"""






             @dataclass
             class  _SCREAMING_SNAKE_CASE:
                    SCREAMING_SNAKE_CASE_       :				Literal["titi", "toto", 42]     						=  "toto"




             __SCREAMING_SNAKE_CASE       :str		    =  HfArgumentParser(SCREAMING_SNAKE_CASE__							)

             __SCREAMING_SNAKE_CASE       :int		    =  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__							)

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

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

             __SCREAMING_SNAKE_CASE       :Optional[Any]		    =  parser.parse_args(['''--foo''', '''42''']							)
             self.assertEqual(args.foo		,42							)




       def    _UpperCamelCase					(						self							)      ->				Dict:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :Optional[Any]		    =  HfArgumentParser(SCREAMING_SNAKE_CASE__							)

             __SCREAMING_SNAKE_CASE       :int		    =  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__							)

             __SCREAMING_SNAKE_CASE       :str		    =  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]							)		,)

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




       def    _UpperCamelCase					(						self							)      ->				Dict:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :List[str]		    =  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__							)

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

             for dataclass_type in dataclass_types:
                   __SCREAMING_SNAKE_CASE       :Optional[Any]		    =  HfArgumentParser(SCREAMING_SNAKE_CASE__							)

                   self.argparsersEqual(SCREAMING_SNAKE_CASE__		,SCREAMING_SNAKE_CASE__							)

                   __SCREAMING_SNAKE_CASE       :Any		    =  parser.parse_args([]							)
                   self.assertEqual(SCREAMING_SNAKE_CASE__		,Namespace(foo=SCREAMING_SNAKE_CASE__		,bar=SCREAMING_SNAKE_CASE__		,baz=SCREAMING_SNAKE_CASE__		,ces=[]		,des=[]							)							)

                   __SCREAMING_SNAKE_CASE       :Optional[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=3.1_4		,baz='''42'''		,ces=['''a''', '''b''', '''c''']		,des=[1, 2, 3]							)							)




       def    _UpperCamelCase					(						self							)      ->				str:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :Optional[Any]		    =  HfArgumentParser(SCREAMING_SNAKE_CASE__							)

             __SCREAMING_SNAKE_CASE       :Tuple		    =  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    _UpperCamelCase					(						self							)      ->				List[Any]:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :Optional[int]		    =  HfArgumentParser(SCREAMING_SNAKE_CASE__							)

             __SCREAMING_SNAKE_CASE       :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    _UpperCamelCase					(						self							)      ->				List[Any]:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :Any		    =  HfArgumentParser(SCREAMING_SNAKE_CASE__							)

             __SCREAMING_SNAKE_CASE       :List[Any]		    =  {
                 '''foo''': 12,
                 '''bar''': 3.1_4,
                 '''baz''': '''42''',
                 '''flag''': True,
             }

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




       def    _UpperCamelCase					(						self							)      ->				Optional[Any]:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :int		    =  HfArgumentParser(SCREAMING_SNAKE_CASE__							)

             __SCREAMING_SNAKE_CASE       :Optional[Any]		    =  {
                 '''foo''': 12,
                 '''bar''': 3.1_4,
                 '''baz''': '''42''',
                 '''flag''': True,
                 '''extra''': 42,
             }

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




       def    _UpperCamelCase					(						self							)      ->				Dict:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :Optional[Any]		    =  HfArgumentParser(SCREAMING_SNAKE_CASE__							)

             __SCREAMING_SNAKE_CASE       :List[str]		    =  {
                 '''foo''': 12,
                 '''bar''': 3.1_4,
                 '''baz''': '''42''',
                 '''flag''': True,
             }
             with tempfile.TemporaryDirectory() as tmp_dir:
                   __SCREAMING_SNAKE_CASE       :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__							)
                   __SCREAMING_SNAKE_CASE       :List[Any]		    =  parser.parse_yaml_file(Path(temp_local_path + '''.json'''							)							)[0]

             __SCREAMING_SNAKE_CASE       :Any		    =  BasicExample(**SCREAMING_SNAKE_CASE__							)
             self.assertEqual(SCREAMING_SNAKE_CASE__		,SCREAMING_SNAKE_CASE__							)




       def    _UpperCamelCase					(						self							)      ->				Any:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :str		    =  HfArgumentParser(SCREAMING_SNAKE_CASE__							)

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




       def    _UpperCamelCase					(						self							)      ->				Union[str, Any]:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :List[Any]		    =  HfArgumentParser(SCREAMING_SNAKE_CASE__							)
             self.assertIsNotNone(SCREAMING_SNAKE_CASE__							)






"""simple docstring"""
import os
from shutil import copyfile
from typing import Any, Dict, List, Optional, Tuple

import sentencepiece as spm

from ...tokenization_utils import PreTrainedTokenizer
from ...utils import logging


lowerCamelCase_       =		logging.get_logger(__name__)

lowerCamelCase_       =		{"vocab_file": "spiece.model"}

lowerCamelCase_       =		{
    "vocab_file": {
        "bert_for_seq_generation": (
            "https://huggingface.co/google/bert_for_seq_generation_L-24_bbc_encoder/resolve/main/spiece.model"
        ),
    }
}

lowerCamelCase_       =		{"bert_for_seq_generation": 5_1_2}






class  _SCREAMING_SNAKE_CASE(       A  ):
       SCREAMING_SNAKE_CASE_       :				str     						=  VOCAB_FILES_NAMES
       SCREAMING_SNAKE_CASE_       :				Optional[Any]     						=  PRETRAINED_VOCAB_FILES_MAP
       SCREAMING_SNAKE_CASE_       :				Optional[int]     						=  PRETRAINED_POSITIONAL_EMBEDDINGS_SIZES
       SCREAMING_SNAKE_CASE_       :				List[int]     						=  []
       SCREAMING_SNAKE_CASE_       :				List[Any]     						=  ['''input_ids''', '''attention_mask''']




       def __init__(						self		,SCREAMING_SNAKE_CASE__		,SCREAMING_SNAKE_CASE__="<s>"		,SCREAMING_SNAKE_CASE__="</s>"		,SCREAMING_SNAKE_CASE__="<unk>"		,SCREAMING_SNAKE_CASE__="<pad>"		,SCREAMING_SNAKE_CASE__="<::::>"		,SCREAMING_SNAKE_CASE__ = None		,**SCREAMING_SNAKE_CASE__		,)      ->				None:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :Optional[Any]		    =  {} if sp_model_kwargs is None else sp_model_kwargs

             # Add extra_ids to the special token list
             super().__init__(
                 bos_token=SCREAMING_SNAKE_CASE__		,eos_token=SCREAMING_SNAKE_CASE__		,unk_token=SCREAMING_SNAKE_CASE__		,pad_token=SCREAMING_SNAKE_CASE__		,sep_token=SCREAMING_SNAKE_CASE__		,sp_model_kwargs=self.sp_model_kwargs		,**SCREAMING_SNAKE_CASE__		,)

             __SCREAMING_SNAKE_CASE       :Dict		    =  vocab_file

             __SCREAMING_SNAKE_CASE       :Optional[Any]		    =  spm.SentencePieceProcessor(**self.sp_model_kwargs							)
             self.sp_model.Load(SCREAMING_SNAKE_CASE__							)




       @property
       def    _UpperCamelCase					(						self							)      ->				List[str]:





             """simple docstring"""






             return self.sp_model.get_piece_size()




       def    _UpperCamelCase					(						self							)      ->				int:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :List[Any]		    =  {self.convert_ids_to_tokens(SCREAMING_SNAKE_CASE__							): i for i in range(self.vocab_size							)}
             vocab.update(self.added_tokens_encoder							)
             return vocab




       def __getstate__(						self							)      ->				Dict:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :int		    =  self.__dict__.copy()
             __SCREAMING_SNAKE_CASE       :Dict		    =  None
             return state




       def __setstate__(						self		,SCREAMING_SNAKE_CASE__							)      ->				Optional[Any]:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :List[str]		    =  d

             # for backward compatibility
             if not hasattr(self		,'''sp_model_kwargs'''							):
                   __SCREAMING_SNAKE_CASE       :str		    =  {}

             __SCREAMING_SNAKE_CASE       :str		    =  spm.SentencePieceProcessor(**self.sp_model_kwargs							)
             self.sp_model.Load(self.vocab_file							)




       def    _UpperCamelCase					(						self		,SCREAMING_SNAKE_CASE__							)      ->				List[str]:





             """simple docstring"""






             return self.sp_model.encode(SCREAMING_SNAKE_CASE__		,out_type=SCREAMING_SNAKE_CASE__							)




       def    _UpperCamelCase					(						self		,SCREAMING_SNAKE_CASE__							)      ->				int:





             """simple docstring"""






             return self.sp_model.piece_to_id(SCREAMING_SNAKE_CASE__							)




       def    _UpperCamelCase					(						self		,SCREAMING_SNAKE_CASE__							)      ->				str:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :Optional[int]		    =  self.sp_model.IdToPiece(SCREAMING_SNAKE_CASE__							)
             return token




       def    _UpperCamelCase					(						self		,SCREAMING_SNAKE_CASE__							)      ->				List[Any]:





             """simple docstring"""






             __SCREAMING_SNAKE_CASE       :int		    =  []
             __SCREAMING_SNAKE_CASE       :List[str]		    =  ''''''
             for token in tokens:
                   # make sure that special tokens are not decoded using sentencepiece model
                   if token in self.all_special_tokens:
                         out_string += self.sp_model.decode(SCREAMING_SNAKE_CASE__							) + token
                         __SCREAMING_SNAKE_CASE       :Dict		    =  []
                   else:
                         current_sub_tokens.append(SCREAMING_SNAKE_CASE__							)
             out_string += self.sp_model.decode(SCREAMING_SNAKE_CASE__							)
             return out_string.strip()




       def    _UpperCamelCase					(						self		,SCREAMING_SNAKE_CASE__		,SCREAMING_SNAKE_CASE__ = None							)      ->				Tuple[str]:





             """simple docstring"""






             if not os.path.isdir(SCREAMING_SNAKE_CASE__							):
                   logger.error(f'''Vocabulary path ({save_directory}) should be a directory'''							)
                   return
             __SCREAMING_SNAKE_CASE       :Union[str, Any]		    =  os.path.join(
                 SCREAMING_SNAKE_CASE__		,(filename_prefix + '''-''' if filename_prefix else '''''') + VOCAB_FILES_NAMES['''vocab_file''']							)

             if os.path.abspath(self.vocab_file							) != os.path.abspath(SCREAMING_SNAKE_CASE__							) and os.path.isfile(self.vocab_file							):
                   copyfile(self.vocab_file		,SCREAMING_SNAKE_CASE__							)
             elif not os.path.isfile(self.vocab_file							):
                   with open(SCREAMING_SNAKE_CASE__		,'''wb'''							) as fi:
                         __SCREAMING_SNAKE_CASE       :Tuple		    =  self.sp_model.serialized_model_proto()
                         fi.write(SCREAMING_SNAKE_CASE__							)

             return (out_vocab_file,)