
import unittest

from diffusers import __version__
from diffusers.utils import deprecate







class 							lowercase						(   unittest.TestCase						):
							lowercase_			:			Optional[int]			   ='''.'''.join([str(int(__version__.split('''.'''						)[0]						) + 1						)] + __version__.split('''.'''						)[1:]						)
							lowercase_			:			List[Any]			   ='''0.0.1'''




							def 					A__ (							self):
												lowercase		      =		{'''deprecated_arg''': 4}

												with self.assertWarns(A__) as warning:
																	lowercase		      =		deprecate('''deprecated_arg'''  ,self.higher_version  ,'''message'''  ,take_from=A__)

												assert output == 4
												assert (
												    str(warning.warning)
												    == f'The `deprecated_arg` argument is deprecated and will be removed in version {self.higher_version}.'
												    " message"
												)




							def 					A__ (							self):
												lowercase		      =		{'''deprecated_arg''': 4}

												with self.assertWarns(A__) as warning:
																	lowercase		      =		deprecate(('''deprecated_arg''', self.higher_version, '''message''')  ,take_from=A__)

												assert output == 4
												assert (
												    str(warning.warning)
												    == f'The `deprecated_arg` argument is deprecated and will be removed in version {self.higher_version}.'
												    " message"
												)




							def 					A__ (							self):
												lowercase		      =		{'''deprecated_arg_1''': 4, '''deprecated_arg_2''': 8}
												with self.assertWarns(A__) as warning:
																	lowercase      ,		lowercase		      =		deprecate(
																	    ('''deprecated_arg_1''', self.higher_version, '''Hey''')  ,('''deprecated_arg_2''', self.higher_version, '''Hey''')  ,take_from=A__  ,)
												assert output_a == 4
												assert output_a == 8
												assert (
												    str(warning.warnings[0].message)
												    == "The `deprecated_arg_1` argument is deprecated and will be removed in version"
												    f' {self.higher_version}. Hey'
												)
												assert (
												    str(warning.warnings[1].message)
												    == "The `deprecated_arg_2` argument is deprecated and will be removed in version"
												    f' {self.higher_version}. Hey'
												)




							def 					A__ (							self):
												lowercase		      =		{'''deprecated_arg''': 4}

												with self.assertRaises(A__) as error:
																	deprecate(('''wrong_arg''', self.higher_version, '''message''')  ,take_from=A__)

												assert "test_deprecate_function_incorrect_arg in" in str(error.exception)
												assert "line" in str(error.exception)
												assert "got an unexpected keyword argument `deprecated_arg`" in str(error.exception)




							def 					A__ (							self):
												with self.assertWarns(A__) as warning:
																	deprecate(('''deprecated_arg''', self.higher_version, '''message'''))

												assert (
												    str(warning.warning)
												    == f'`deprecated_arg` is deprecated and will be removed in version {self.higher_version}. message'
												)




							def 					A__ (							self):
												with self.assertWarns(A__) as warning:
																	deprecate(
																	    ('''deprecated_arg_1''', self.higher_version, '''Hey''')  ,('''deprecated_arg_2''', self.higher_version, '''Hey''')  ,)
												assert (
												    str(warning.warnings[0].message)
												    == f'`deprecated_arg_1` is deprecated and will be removed in version {self.higher_version}. Hey'
												)
												assert (
												    str(warning.warnings[1].message)
												    == f'`deprecated_arg_2` is deprecated and will be removed in version {self.higher_version}. Hey'
												)




							def 					A__ (							self):







												class 							lowercase						:
																			lowercase_			:			str			   =5

												with self.assertWarns(A__) as warning:
																	lowercase		      =		deprecate(('''arg''', self.higher_version, '''message''')  ,take_from=Args())

												assert arg == 5
												assert (
												    str(warning.warning)
												    == f'The `arg` attribute is deprecated and will be removed in version {self.higher_version}. message'
												)




							def 					A__ (							self):







												class 							lowercase						:
																			lowercase_			:			Any			   =5
																			lowercase_			:			Tuple			   =7

												with self.assertWarns(A__) as warning:
																	lowercase      ,		lowercase		      =		deprecate(
																	    ('''arg''', self.higher_version, '''message''')  ,('''foo''', self.higher_version, '''message''')  ,('''does not exist''', self.higher_version, '''message''')  ,take_from=Args()  ,)

												assert arg_a == 5
												assert arg_a == 7
												assert (
												    str(warning.warning)
												    == f'The `arg` attribute is deprecated and will be removed in version {self.higher_version}. message'
												)
												assert (
												    str(warning.warnings[0].message)
												    == f'The `arg` attribute is deprecated and will be removed in version {self.higher_version}. message'
												)
												assert (
												    str(warning.warnings[1].message)
												    == f'The `foo` attribute is deprecated and will be removed in version {self.higher_version}. message'
												)




							def 					A__ (							self):
												lowercase		      =		{'''deprecated_arg''': 4}

												with self.assertRaises(A__) as error:
																	deprecate(('''wrong_arg''', self.lower_version, '''message''')  ,take_from=A__)

												assert (
												    str(error.exception)
												    == "The deprecation tuple ('wrong_arg', '0.0.1', 'message') should be removed since diffusers' version"
												    f' {__version__} is >= {self.lower_version}'
												)




							def 					A__ (							self):
												with self.assertWarns(A__) as warning:
																	deprecate(('''deprecated_arg''', self.higher_version, '''This message is better!!!''')  ,standard_warn=A__)

												assert str(warning.warning) == "This message is better!!!"





							def 					A__ (							self):
												with self.assertWarns(A__) as warning:
																	deprecate(('''deprecated_arg''', self.higher_version, '''This message is better!!!''')  ,standard_warn=A__)
												assert str(warning.warning) == "This message is better!!!"
												assert "diffusers/tests/others/test_utils.py" in warning.filename






import warnings
from contextlib import contextmanager

from ...processing_utils import ProcessorMixin







class 							lowercase						(   SCREAMING_SNAKE_CASE__						):
							lowercase_			:			Dict			   =['''image_processor''', '''tokenizer''']
							lowercase_			:			List[str]			   ='''AutoImageProcessor'''
							lowercase_			:			Optional[Any]			   ='''AutoTokenizer'''




							def __init__(							self  ,A__=None  ,A__=None  ,**A__):
												lowercase		      =		None
												if "feature_extractor" in kwargs:
																	warnings.warn(
																	    '''The `feature_extractor` argument is deprecated and will be removed in v5, use `image_processor`'''
																	    ''' instead.'''  ,A__  ,)
																	lowercase		      =		kwargs.pop('''feature_extractor''')

												lowercase		      =		image_processor if image_processor is not None else feature_extractor
												if image_processor is None:
																	raise ValueError('''You need to specify an `image_processor`.''')
												if tokenizer is None:
																	raise ValueError('''You need to specify a `tokenizer`.''')

												super().__init__(A__  ,A__)
												lowercase		      =		self.image_processor
												lowercase		      =		False




							def __call__(							self  ,*A__  ,**A__):
												# For backward compatibility
												if self._in_target_context_manager:
																	return self.current_processor(*A__  ,**A__)

												lowercase		      =		kwargs.pop('''images'''  ,A__)
												lowercase		      =		kwargs.pop('''text'''  ,A__)
												if len(A__) > 0:
																	lowercase		      =		args[0]
																	lowercase		      =		args[1:]

												if images is None and text is None:
																	raise ValueError('''You need to specify either an `images` or `text` input to process.''')

												if images is not None:
																	lowercase		      =		self.image_processor(A__  ,*A__  ,**A__)
												if text is not None:
																	lowercase		      =		self.tokenizer(A__  ,**A__)

												if text is None:
																	return inputs
												elif images is None:
																	return encodings
												else:
																	lowercase		      =		encodings['''input_ids''']
																	return inputs




							def 					A__ (							self  ,*A__  ,**A__):
												return self.tokenizer.batch_decode(*A__  ,**A__)




							def 					A__ (							self  ,*A__  ,**A__):
												return self.tokenizer.decode(*A__  ,**A__)




							@contextmanager
							def 					A__ (							self):
												warnings.warn(
												    '''`as_target_processor` is deprecated and will be removed in v5 of Transformers. You can process your '''
												    '''labels by using the argument `text` of the regular `__call__` method (either in the same call as '''
												    '''your images inputs, or in a separate call.''')
												lowercase		      =		True
												lowercase		      =		self.tokenizer
												yield
												lowercase		      =		self.image_processor
												lowercase		      =		False




							@property
							def 					A__ (							self):
												warnings.warn(
												    '''`feature_extractor_class` is deprecated and will be removed in v5. Use `image_processor_class` instead.'''  ,A__  ,)
												return self.image_processor_class





							@property
							def 					A__ (							self):
												warnings.warn(
												    '''`feature_extractor` is deprecated and will be removed in v5. Use `image_processor` instead.'''  ,A__  ,)
												return self.image_processor




