



'''simple docstring'''

import json
import os
import shutil
import tempfile
import unittest

from transformers.models.wavaveca import WavaVecaCTCTokenizer, WavaVecaFeatureExtractor, WavaVecaProcessor
from transformers.models.wavaveca.tokenization_wavaveca import VOCAB_FILES_NAMES
from transformers.utils import FEATURE_EXTRACTOR_NAME

from .test_feature_extraction_wavaveca import floats_list



class 		lowerCamelCase__   (    unittest.TestCase  ):




					'''simple docstring'''



					def     __UpperCAmelCase  (	self					:						Optional[Any]       )	->							List[str]:



						'''simple docstring'''





						_lowercase       :							str  	=		'<pad> <s> </s> <unk> | E T A O N I H S R D L U M W C F G Y P B V K \' X J Q Z'.split(' '       )
						_lowercase       :							Optional[int]  	=		dict(zip(UpperCamelCase_  ,	range(len(UpperCamelCase_       )       )       )       )

						_lowercase       :							Tuple  	=		{
						    'pad_token': '<pad>',
						    'unk_token': '<unk>',
						    'bos_token': '<s>',
						    'eos_token': '</s>',
						}
						_lowercase       :							List[str]  	=		{
						    'feature_size': 1,
						    'padding_value': 0.0,
						    'sampling_rate': 1_6000,
						    'return_attention_mask': False,
						    'do_normalize': True,
						}

						_lowercase       :							List[Any]  	=		tempfile.mkdtemp()
						_lowercase       :							Optional[int]  	=		os.path.join(self.tmpdirname  ,	VOCAB_FILES_NAMES['vocab_file']       )
						_lowercase       :							Optional[Any]  	=		os.path.join(self.tmpdirname  ,	UpperCamelCase_       )
						with open(self.vocab_file  ,	'w'  ,	encoding='utf-8'       ) as fp:
							fp.write(json.dumps(UpperCamelCase_       ) + '\n'       )

						with open(self.feature_extraction_file  ,	'w'  ,	encoding='utf-8'       ) as fp:
							fp.write(json.dumps(UpperCamelCase_       ) + '\n'       )




					def     __UpperCAmelCase  (	self					:						str  ,	**UpperCamelCase_					:						Union[str, Any]       )	->							List[str]:



						'''simple docstring'''





						_lowercase       :							str  	=		self.add_kwargs_tokens_map.copy()
						kwargs.update(UpperCamelCase_       )
						return WavaVecaCTCTokenizer.from_pretrained(self.tmpdirname  ,	**UpperCamelCase_       )




					def     __UpperCAmelCase  (	self					:						Optional[int]  ,	**UpperCamelCase_					:						str       )	->							Optional[int]:



						'''simple docstring'''





						return WavaVecaFeatureExtractor.from_pretrained(self.tmpdirname  ,	**UpperCamelCase_       )




					def     __UpperCAmelCase  (	self					:						int       )	->							Tuple:



						'''simple docstring'''





						shutil.rmtree(self.tmpdirname       )




					def     __UpperCAmelCase  (	self					:						Optional[Any]       )	->							Tuple:



						'''simple docstring'''





						_lowercase       :							Optional[int]  	=		self.get_tokenizer()
						_lowercase       :							Optional[int]  	=		self.get_feature_extractor()

						_lowercase       :							Union[str, Any]  	=		WavaVecaProcessor(tokenizer=UpperCamelCase_  ,	feature_extractor=UpperCamelCase_       )

						processor.save_pretrained(self.tmpdirname       )
						_lowercase       :							Union[str, Any]  	=		WavaVecaProcessor.from_pretrained(self.tmpdirname       )

						self.assertEqual(processor.tokenizer.get_vocab()  ,	tokenizer.get_vocab()       )
						self.assertIsInstance(processor.tokenizer  ,	UpperCamelCase_       )

						self.assertEqual(processor.feature_extractor.to_json_string()  ,	feature_extractor.to_json_string()       )
						self.assertIsInstance(processor.feature_extractor  ,	UpperCamelCase_       )




					def     __UpperCAmelCase  (	self					:						List[Any]       )	->							Dict:



						'''simple docstring'''





						_lowercase       :							Union[str, Any]  	=		WavaVecaProcessor(tokenizer=self.get_tokenizer()  ,	feature_extractor=self.get_feature_extractor()       )
						processor.save_pretrained(self.tmpdirname       )

						_lowercase       :							Any  	=		self.get_tokenizer(bos_token='(BOS)'  ,	eos_token='(EOS)'       )
						_lowercase       :							Optional[int]  	=		self.get_feature_extractor(do_normalize=UpperCamelCase_  ,	padding_value=1.0       )

						_lowercase       :							Dict  	=		WavaVecaProcessor.from_pretrained(
						    self.tmpdirname  ,	bos_token='(BOS)'  ,	eos_token='(EOS)'  ,	do_normalize=UpperCamelCase_  ,	padding_value=1.0       )

						self.assertEqual(processor.tokenizer.get_vocab()  ,	tokenizer_add_kwargs.get_vocab()       )
						self.assertIsInstance(processor.tokenizer  ,	UpperCamelCase_       )

						self.assertEqual(processor.feature_extractor.to_json_string()  ,	feature_extractor_add_kwargs.to_json_string()       )
						self.assertIsInstance(processor.feature_extractor  ,	UpperCamelCase_       )




					def     __UpperCAmelCase  (	self					:						int       )	->							List[Any]:



						'''simple docstring'''





						_lowercase       :							Tuple  	=		self.get_feature_extractor()
						_lowercase       :							Any  	=		self.get_tokenizer()

						_lowercase       :							Dict  	=		WavaVecaProcessor(tokenizer=UpperCamelCase_  ,	feature_extractor=UpperCamelCase_       )

						_lowercase       :							Union[str, Any]  	=		floats_list((3, 1000)       )

						_lowercase       :							Union[str, Any]  	=		feature_extractor(UpperCamelCase_  ,	return_tensors='np'       )
						_lowercase       :							Optional[int]  	=		processor(UpperCamelCase_  ,	return_tensors='np'       )

						for key in input_feat_extract.keys():
							self.assertAlmostEqual(input_feat_extract[key].sum()  ,	input_processor[key].sum()  ,	delta=1E-2       )




					def     __UpperCAmelCase  (	self					:						Dict       )	->							List[Any]:



						'''simple docstring'''





						_lowercase       :							Optional[Any]  	=		self.get_feature_extractor()
						_lowercase       :							int  	=		self.get_tokenizer()

						_lowercase       :							int  	=		WavaVecaProcessor(tokenizer=UpperCamelCase_  ,	feature_extractor=UpperCamelCase_       )

						_lowercase       :							Union[str, Any]  	=		'This is a test string'

						_lowercase       :							Optional[Any]  	=		processor(text=UpperCamelCase_       )

						_lowercase       :							Dict  	=		tokenizer(UpperCamelCase_       )

						for key in encoded_tok.keys():
							self.assertListEqual(encoded_tok[key]  ,	encoded_processor[key]       )




					def     __UpperCAmelCase  (	self					:						str       )	->							Any:



						'''simple docstring'''





						_lowercase       :							List[Any]  	=		self.get_feature_extractor()
						_lowercase       :							Dict  	=		self.get_tokenizer()

						_lowercase       :							Tuple  	=		WavaVecaProcessor(tokenizer=UpperCamelCase_  ,	feature_extractor=UpperCamelCase_       )

						_lowercase       :							Optional[Any]  	=		[[1, 4, 5, 8, 1, 0, 8], [3, 4, 3, 1, 1, 8, 9]]

						_lowercase       :							Dict  	=		processor.batch_decode(UpperCamelCase_       )
						_lowercase       :							Tuple  	=		tokenizer.batch_decode(UpperCamelCase_       )

						self.assertListEqual(UpperCamelCase_  ,	UpperCamelCase_       )




					def     __UpperCAmelCase  (	self					:						Dict       )	->							str:



						'''simple docstring'''





						_lowercase       :							List[str]  	=		self.get_feature_extractor()
						_lowercase       :							int  	=		self.get_tokenizer()

						_lowercase       :							Tuple  	=		WavaVecaProcessor(tokenizer=UpperCamelCase_  ,	feature_extractor=UpperCamelCase_       )

						self.assertListEqual(
						    processor.model_input_names  ,	feature_extractor.model_input_names  ,	msg='`processor` and `feature_extractor` model input names do not match'  ,	)


import unittest

from diffusers import __version__
from diffusers.utils import deprecate







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






				def 				_lowerCamelCase						(		self   : Dict  ):






							'''simple docstring'''







							lowerCAmelCase__ : Tuple   =						{'deprecated_arg': 4}

							with self.assertWarns(a  ) as warning:
										lowerCAmelCase__ : Optional[int]   =						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 				_lowerCamelCase						(		self   : Tuple  ):






							'''simple docstring'''







							lowerCAmelCase__ : Dict   =						{'deprecated_arg': 4}

							with self.assertWarns(a  ) as warning:
										lowerCAmelCase__ : Optional[Any]   =						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 				_lowerCamelCase						(		self   : Tuple  ):






							'''simple docstring'''







							lowerCAmelCase__ : Any   =						{'deprecated_arg_1': 4, 'deprecated_arg_2': 8}
							with self.assertWarns(a  ) as warning:
										lowerCAmelCase__ ,							lowerCAmelCase__ : List[str]   =						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 				_lowerCamelCase						(		self   : Union[str, Any]  ):






							'''simple docstring'''







							lowerCAmelCase__ : Optional[int]   =						{'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 				_lowerCamelCase						(		self   : int  ):






							'''simple docstring'''







							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 				_lowerCamelCase						(		self   : int  ):






							'''simple docstring'''







							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 				_lowerCamelCase						(		self   : Optional[Any]  ):






							'''simple docstring'''







							class 	A__				:
											lowercase            =    5

							with self.assertWarns(a  ) as warning:
										lowerCAmelCase__ : List[str]   =						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 				_lowerCamelCase						(		self   : str  ):






							'''simple docstring'''







							class 	A__				:
											lowercase            =    5
											lowercase            =    7

							with self.assertWarns(a  ) as warning:
										lowerCAmelCase__ ,							lowerCAmelCase__ : List[str]   =						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 				_lowerCamelCase						(		self   : Union[str, Any]  ):






							'''simple docstring'''







							lowerCAmelCase__ : List[str]   =						{'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 				_lowerCamelCase						(		self   : Dict  ):






							'''simple docstring'''







							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 				_lowerCamelCase						(		self   : int  ):






							'''simple docstring'''







							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