


'''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
__lowercase	:						Tuple       =	sys.version_info >= (3, 10)






def   lowerCamelCase							(_SCREAMING_SNAKE_CASE      :   int=None						,      _SCREAMING_SNAKE_CASE      :   Optional[Any]=None   ):
					return field(default_factory=lambda: default						,      metadata=_SCREAMING_SNAKE_CASE   )





@dataclass
class 							__UpperCamelCase				:
	A_				=    42
	A_				=    42
	A_				=    42
	A_				=    42





@dataclass
class 							__UpperCamelCase				:
	A_				=    42
	A_				=    field(default="toto"		,      metadata={"help": "help message"}					)





@dataclass
class 							__UpperCamelCase				:
	A_				=    False
	A_				=    True
	A_				=    None





class 							__UpperCamelCase				(		lowerCAmelCase_					):
	A_				=    "titi"
	A_				=    "toto"





class 							__UpperCamelCase				(		lowerCAmelCase_					):
	A_				=    "titi"
	A_				=    "toto"
	A_				=    42





@dataclass
class 							__UpperCamelCase				:
	A_				=    "toto"




	def       __UpperCAmelCase							(   self							):

						'''simple docstring'''





						__a			:       Any					    =  BasicEnum(self.foo							)





@dataclass
class 							__UpperCamelCase				:
	A_				=    "toto"




	def       __UpperCAmelCase							(   self							):

						'''simple docstring'''





						__a			:       Dict					    =  MixedTypeEnum(self.foo							)





@dataclass
class 							__UpperCamelCase				:
	A_				=    None
	A_				=    field(default=lowerCAmelCase_		,      metadata={"help": "help message"}					)
	A_				=    None
	A_				=    list_field(default=[]					)
	A_				=    list_field(default=[]					)





@dataclass
class 							__UpperCamelCase				:
	A_				=    list_field(default=[]					)
	A_				=    list_field(default=[1, 2, 3]					)
	A_				=    list_field(default=["Hallo", "Bonjour", "Hello"]					)
	A_				=    list_field(default=[0.1, 0.2, 0.3]					)





@dataclass
class 							__UpperCamelCase				:
	A_				=    field()
	A_				=    field()
	A_				=    field()




	def       __UpperCAmelCase							(   self							):

						'''simple docstring'''





						__a			:       List[str]					    =  BasicEnum(self.required_enum							)





@dataclass
class 							__UpperCamelCase				:
	A_				=    42
	A_				=    field()
	A_				=    None
	A_				=    field(default="toto"		,      metadata={"help": "help message"}					)
	A_				=    list_field(default=["Hallo", "Bonjour", "Hello"]					)


if is_python_no_less_than_3_10:





	@dataclass
	class 							__UpperCamelCase				:
		A_				=    False
		A_				=    True
		A_				=    None





	@dataclass
	class 							__UpperCamelCase				:
		A_				=    None
		A_				=    field(default=lowerCAmelCase_		,      metadata={"help": "help message"}					)
		A_				=    None
		A_				=    list_field(default=[]					)
		A_				=    list_field(default=[]					)





class 							__UpperCamelCase				(		unittest.TestCase					):




	def       __UpperCAmelCase							(   self						,				__a						,				__a							):

						'''simple docstring'''





						self.assertEqual(len(a._actions							)						,				len(b._actions							)							)
						for x, y in zip(a._actions						,				b._actions							):
											__a			:       Dict					    =  {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       __UpperCAmelCase							(   self							):

						'''simple docstring'''





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




	def       __UpperCAmelCase							(   self							):

						'''simple docstring'''





						__a			:       str					    =  HfArgumentParser(__a							)

						__a			:       Union[str, 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       __UpperCAmelCase							(   self							):

						'''simple docstring'''





						__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			:       str					    =  [WithDefaultBoolExample]
						if is_python_no_less_than_3_10:
											dataclass_types.append(__a							)

						for dataclass_type in dataclass_types:
											__a			:       Dict					    =  HfArgumentParser(__a							)
											self.argparsersEqual(__a						,				__a							)

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

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

											__a			:       List[Any]					    =  parser.parse_args(['--foo', '--baz']							)
											self.assertEqual(__a						,				Namespace(foo=__a						,				baz=__a						,				opt=__a							)							)

											__a			:       int					    =  parser.parse_args(['--foo', 'True', '--baz', 'True', '--opt', 'True']							)
											self.assertEqual(__a						,				Namespace(foo=__a						,				baz=__a						,				opt=__a							)							)

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




	def       __UpperCAmelCase							(   self							):

						'''simple docstring'''





						__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			:       Union[str, Any]					    =  parser.parse_args([]							)
						self.assertEqual(args.foo						,				'toto'							)
						__a			:       Tuple					    =  parser.parse_args_into_dataclasses([]							)[0]
						self.assertEqual(enum_ex.foo						,				MixedTypeEnum.toto							)

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




	def       __UpperCAmelCase							(   self							):

						'''simple docstring'''





						@dataclass
						class 							__UpperCamelCase				:
							A_				=    "toto"



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

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




	def       __UpperCAmelCase							(   self							):

						'''simple docstring'''





						__a			:       List[Any]					    =  HfArgumentParser(__a							)

						__a			:       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			:       Union[str, Any]					    =  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			:       Tuple					    =  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       __UpperCAmelCase							(   self							):

						'''simple docstring'''





						__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			:       Any					    =  [OptionalExample]
						if is_python_no_less_than_3_10:
											dataclass_types.append(__a							)

						for dataclass_type in dataclass_types:
											__a			:       Tuple					    =  HfArgumentParser(__a							)

											self.argparsersEqual(__a						,				__a							)

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

											__a			:       Tuple					    =  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       __UpperCAmelCase							(   self							):

						'''simple docstring'''





						__a			:       Optional[int]					    =  HfArgumentParser(__a							)

						__a			:       str					    =  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       __UpperCAmelCase							(   self							):

						'''simple docstring'''





						__a			:       str					    =  HfArgumentParser(__a							)

						__a			:       Optional[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       __UpperCAmelCase							(   self							):

						'''simple docstring'''





						__a			:       Union[str, Any]					    =  HfArgumentParser(__a							)

						__a			:       Optional[Any]					    =  {
						    'foo': 12,
						    'bar': 3.14,
						    'baz': '42',
						    'flag': True,
						}

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




	def       __UpperCAmelCase							(   self							):

						'''simple docstring'''





						__a			:       Dict					    =  HfArgumentParser(__a							)

						__a			:       str					    =  {
						    'foo': 12,
						    'bar': 3.14,
						    'baz': '42',
						    'flag': True,
						    'extra': 42,
						}

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




	def       __UpperCAmelCase							(   self							):

						'''simple docstring'''





						__a			:       Dict					    =  HfArgumentParser(__a							)

						__a			:       Optional[int]					    =  {
						    'foo': 12,
						    'bar': 3.14,
						    'baz': '42',
						    'flag': True,
						}
						with tempfile.TemporaryDirectory() as tmp_dir:
											__a			:       List[str]					    =  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       __UpperCAmelCase							(   self							):

						'''simple docstring'''





						__a			:       List[str]					    =  HfArgumentParser(__a							)

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





	def       __UpperCAmelCase							(   self							):

						'''simple docstring'''





						__a			:       Tuple					    =  HfArgumentParser(__a							)
						self.assertIsNotNone(__a							)







'''simple docstring'''



from typing import TYPE_CHECKING

from ...utils import (
    OptionalDependencyNotAvailable,
    _LazyModule,
    is_flax_available,
    is_tf_available,
    is_tokenizers_available,
    is_torch_available,
)


__lowercase	:						Union[str, Any]       =	{
    'configuration_blenderbot': [
        'BLENDERBOT_PRETRAINED_CONFIG_ARCHIVE_MAP',
        'BlenderbotConfig',
        'BlenderbotOnnxConfig',
    ],
    'tokenization_blenderbot': ['BlenderbotTokenizer'],
}

try:
	if not is_tokenizers_available():
		raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
	pass
else:
	__lowercase	:						List[Any]       =	['BlenderbotTokenizerFast']

try:
	if not is_torch_available():
		raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
	pass
else:
	__lowercase	:						List[Any]       =	[
	    'BLENDERBOT_PRETRAINED_MODEL_ARCHIVE_LIST',
	    'BlenderbotForCausalLM',
	    'BlenderbotForConditionalGeneration',
	    'BlenderbotModel',
	    'BlenderbotPreTrainedModel',
	]


try:
	if not is_tf_available():
		raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
	pass
else:
	__lowercase	:						Union[str, Any]       =	[
	    'TFBlenderbotForConditionalGeneration',
	    'TFBlenderbotModel',
	    'TFBlenderbotPreTrainedModel',
	]


try:
	if not is_flax_available():
		raise OptionalDependencyNotAvailable()
except OptionalDependencyNotAvailable:
	pass
else:
	__lowercase	:						Dict       =	[
	    'FlaxBlenderbotForConditionalGeneration',
	    'FlaxBlenderbotModel',
	    'FlaxBlenderbotPreTrainedModel',
	]


if TYPE_CHECKING:
	from .configuration_blenderbot import (
	    BLENDERBOT_PRETRAINED_CONFIG_ARCHIVE_MAP,
	    BlenderbotConfig,
	    BlenderbotOnnxConfig,
	)
	from .tokenization_blenderbot import BlenderbotTokenizer

	try:
		if not is_tokenizers_available():
			raise OptionalDependencyNotAvailable()
	except OptionalDependencyNotAvailable:
		pass
	else:
		from .tokenization_blenderbot_fast import BlenderbotTokenizerFast

	try:
		if not is_torch_available():
			raise OptionalDependencyNotAvailable()
	except OptionalDependencyNotAvailable:
		pass
	else:
		from .modeling_blenderbot import (
		    BLENDERBOT_PRETRAINED_MODEL_ARCHIVE_LIST,
		    BlenderbotForCausalLM,
		    BlenderbotForConditionalGeneration,
		    BlenderbotModel,
		    BlenderbotPreTrainedModel,
		)

	try:
		if not is_tf_available():
			raise OptionalDependencyNotAvailable()
	except OptionalDependencyNotAvailable:
		pass
	else:
		from .modeling_tf_blenderbot import (
		    TFBlenderbotForConditionalGeneration,
		    TFBlenderbotModel,
		    TFBlenderbotPreTrainedModel,
		)

	try:
		if not is_flax_available():
			raise OptionalDependencyNotAvailable()
	except OptionalDependencyNotAvailable:
		pass
	else:
		from .modeling_flax_blenderbot import (
		    FlaxBlenderbotForConditionalGeneration,
		    FlaxBlenderbotModel,
		    FlaxBlenderbotPreTrainedModel,
		)

else:
	import sys

	__lowercase	:						str       =	_LazyModule(__name__, globals()['__file__'], _import_structure, module_spec=__spec__)



