


import unittest

from transformers import BarthezTokenizer, BarthezTokenizerFast, BatchEncoding
from transformers.testing_utils import require_sentencepiece, require_tokenizers, require_torch, slow

from ...test_tokenization_common import TokenizerTesterMixin







@require_tokenizers
@require_sentencepiece
@slow  # see https://github.com/huggingface/transformers/issues/11457
class  snake_case__(							snake_case_,  unittest.TestCase							):







						'''simple docstring'''




						SCREAMING_SNAKE_CASE__					:     int    =							BarthezTokenizer
						SCREAMING_SNAKE_CASE__					:     Dict    =							BarthezTokenizerFast
						SCREAMING_SNAKE_CASE__					:     Optional[Any]    =							True
						SCREAMING_SNAKE_CASE__					:     Tuple    =							True




						def   lowercase_       ( self							)    ->			Union[str, Any]:
										super().setUp()

										lowerCAmelCase_       :					List[str]			 = BarthezTokenizerFast.from_pretrained('''moussaKam/mbarthez'''							)
										tokenizer.save_pretrained(self.tmpdirname							)
										tokenizer.save_pretrained(self.tmpdirname      ,  legacy_format=__lowercase							)
										lowerCAmelCase_       :					Any			 = tokenizer




						def   lowercase_       ( self							)    ->			Tuple:
										lowerCAmelCase_       :					Optional[Any]			 = '''<pad>'''
										lowerCAmelCase_       :					Any			 = 1

										self.assertEqual(self.get_tokenizer()._convert_token_to_id(__lowercase							)      ,  __lowercase							)
										self.assertEqual(self.get_tokenizer()._convert_id_to_token(__lowercase							)      ,  __lowercase							)




						def   lowercase_       ( self							)    ->			str:
										lowerCAmelCase_       :					List[str]			 = list(self.get_tokenizer().get_vocab().keys()							)

										self.assertEqual(vocab_keys[0]      ,  '''<s>'''							)
										self.assertEqual(vocab_keys[1]      ,  '''<pad>'''							)
										self.assertEqual(vocab_keys[-1]      ,  '''<mask>'''							)
										self.assertEqual(len(__lowercase							)      ,  1_0_1_1_2_2							)




						def   lowercase_       ( self							)    ->			Union[str, Any]:
										self.assertEqual(self.get_tokenizer().vocab_size      ,  1_0_1_1_2_2							)




						@require_torch
						def   lowercase_       ( self							)    ->			Any:
										lowerCAmelCase_       :					Tuple			 = ['''A long paragraph for summarization.''', '''Another paragraph for summarization.''']
										lowerCAmelCase_       :					Optional[Any]			 = [0, 5_7, 3_0_1_8, 7_0_3_0_7, 9_1, 2]

										lowerCAmelCase_       :					Any			 = self.tokenizer(
										    __lowercase      ,  max_length=len(__lowercase							)      ,  padding=__lowercase      ,  truncation=__lowercase      ,  return_tensors='''pt'''							)
										self.assertIsInstance(__lowercase      ,  __lowercase							)

										self.assertEqual((2, 6)      ,  batch.input_ids.shape							)
										self.assertEqual((2, 6)      ,  batch.attention_mask.shape							)
										lowerCAmelCase_       :					Dict			 = batch.input_ids.tolist()[0]
										self.assertListEqual(__lowercase      ,  __lowercase							)




						def   lowercase_       ( self							)    ->			Optional[Any]:
										if not self.test_rust_tokenizer:
														return

										lowerCAmelCase_       :					Optional[int]			 = self.get_tokenizer()
										lowerCAmelCase_       :					List[Any]			 = self.get_rust_tokenizer()

										lowerCAmelCase_       :					Union[str, Any]			 = '''I was born in 92000, and this is falsé.'''

										lowerCAmelCase_       :					int			 = tokenizer.tokenize(__lowercase							)
										lowerCAmelCase_       :					List[Any]			 = rust_tokenizer.tokenize(__lowercase							)
										self.assertListEqual(__lowercase      ,  __lowercase							)

										lowerCAmelCase_       :					Union[str, Any]			 = tokenizer.encode(__lowercase      ,  add_special_tokens=__lowercase							)
										lowerCAmelCase_       :					Union[str, Any]			 = rust_tokenizer.encode(__lowercase      ,  add_special_tokens=__lowercase							)
										self.assertListEqual(__lowercase      ,  __lowercase							)

										lowerCAmelCase_       :					Union[str, Any]			 = self.get_rust_tokenizer()
										lowerCAmelCase_       :					List[Any]			 = tokenizer.encode(__lowercase							)
										lowerCAmelCase_       :					List[Any]			 = rust_tokenizer.encode(__lowercase							)
										self.assertListEqual(__lowercase      ,  __lowercase							)




						@slow
						def   lowercase_       ( self							)    ->			Optional[int]:
										# fmt: off
										lowerCAmelCase_       :					str			 = {'''input_ids''': [[0, 4_9_0, 1_4_3_2_8, 4_5_0_7, 3_5_4, 4_7, 4_3_6_6_9, 9_5, 2_5, 7_8_1_1_7, 2_0_2_1_5, 1_9_7_7_9, 1_9_0, 2_2, 4_0_0, 4, 3_5_3_4_3, 8_0_3_1_0, 6_0_3, 8_6, 2_4_9_3_7, 1_0_5, 3_3_4_3_8, 9_4_7_6_2, 1_9_6, 3_9_6_4_2, 7, 1_5, 1_5_9_3_3, 1_7_3, 2, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1], [0, 1_0_5_3_4, 8_7, 2_5, 6_6, 3_3_5_8, 1_9_6, 5_5_2_8_9, 8, 8_2_9_6_1, 8_1, 2_2_0_4, 7_5_2_0_3, 7, 1_5, 7_6_3, 1_2_9_5_6, 2_1_6, 1_7_8, 1_4_3_2_8, 9_5_9_5, 1_3_7_7, 6_9_6_9_3, 7, 4_4_8, 7_1_0_2_1, 1_9_6, 1_8_1_0_6, 1_4_3_7, 1_3_9_7_4, 1_0_8, 9_0_8_3, 4, 4_9_3_1_5, 7, 3_9, 8_6, 1_3_2_6, 2_7_9_3, 4_6_3_3_3, 4, 4_4_8, 1_9_6, 7_4_5_8_8, 7, 4_9_3_1_5, 7, 3_9, 2_1, 8_2_2, 3_8_4_7_0, 7_4, 2_1, 6_6_7_2_3, 6_2_4_8_0, 8, 2_2_0_5_0, 5, 2]], '''attention_mask''': [[1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0], [1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1]]}  # noqa: E501
										# fmt: on

										# moussaKam/mbarthez is a french model. So we also use french texts.
										lowerCAmelCase_       :					List[Any]			 = [
										    '''Le transformeur est un modèle d\'apprentissage profond introduit en 2017, '''
										    '''utilisé principalement dans le domaine du traitement automatique des langues (TAL).''',
										    '''À l\'instar des réseaux de neurones récurrents (RNN), les transformeurs sont conçus '''
										    '''pour gérer des données séquentielles, telles que le langage naturel, pour des tâches '''
										    '''telles que la traduction et la synthèse de texte.''',
										]

										self.tokenizer_integration_test_util(
										    expected_encoding=__lowercase      ,  model_name='''moussaKam/mbarthez'''      ,  revision='''c2e4ecbca5e3cd2c37fe1ac285ca4fbdf1366fb6'''      ,  sequences=__lowercase      ,  )







import collections
import importlib.util
import os
import re
from pathlib import Path


lowercase  							=					"src/transformers"


# Matches is_xxx_available()
lowercase  							=					re.compile(r"is\_([a-z_]*)_available()")
# Catches a one-line _import_struct = {xxx}
lowercase  							=					re.compile(r"^_import_structure\s+=\s+\{([^\}]+)\}")
# Catches a line with a key-values pattern: "bla": ["foo", "bar"]
lowercase  							=					re.compile(r"\s+\"\S*\":\s+\[([^\]]*)\]")
# Catches a line if not is_foo_available
lowercase  							=					re.compile(r"^\s*if\s+not\s+is\_[a-z_]*\_available\(\)")
# Catches a line _import_struct["bla"].append("foo")
lowercase  							=					re.compile(r"^\s*_import_structure\[\"\S*\"\]\.append\(\"(\S*)\"\)")
# Catches a line _import_struct["bla"].extend(["foo", "bar"]) or _import_struct["bla"] = ["foo", "bar"]
lowercase  							=					re.compile(r"^\s*_import_structure\[\S*\](?:\.extend\(|\s*=\s+)\[([^\]]*)\]")
# Catches a line with an object between quotes and a comma:     "MyModel",
lowercase  							=					re.compile("^\s+\"([^\"]+)\",")
# Catches a line with objects between brackets only:    ["foo", "bar"],
lowercase  							=					re.compile("^\s+\[([^\]]+)\]")
# Catches a line with from foo import bar, bla, boo
lowercase  							=					re.compile(r"\s+from\s+\S*\s+import\s+([^\(\s].*)\n")
# Catches a line with try:
lowercase  							=					re.compile(r"^\s*try:")
# Catches a line with else:
lowercase  							=					re.compile(r"^\s*else:")





def 						__UpperCAmelCase			(     a_):
							if _re_test_backend.search(a_) is None:
														return None
							snake_case_				=							[b[0] for b in _re_backend.findall(a_)]
							backends.sort()
							return "_and_".join(a_)





def 						__UpperCAmelCase			(     a_):
							with open(a_							,     'r'							,     encoding='utf-8'							,     newline='\n') as f:
														snake_case_				=							f.readlines()

							snake_case_				=							0
							while line_index < len(a_) and not lines[line_index].startswith('_import_structure = {'):
														line_index += 1

							# If this is a traditional init, just return.
							if line_index >= len(a_):
														return None

							# First grab the objects without a specific backend in _import_structure
							snake_case_				=							[]
							while not lines[line_index].startswith('if TYPE_CHECKING') and find_backend(lines[line_index]) is None:
														snake_case_				=							lines[line_index]
														# If we have everything on a single line, let's deal with it.
														if _re_one_line_import_struct.search(a_):
																					snake_case_				=							_re_one_line_import_struct.search(a_).groups()[0]
																					snake_case_				=							re.findall('\[([^\]]+)\]'							,     a_)
																					for imp in imports:
																												objects.extend([obj[1:-1] for obj in imp.split(', ')])
																					line_index += 1
																					continue
														snake_case_				=							_re_import_struct_key_value.search(a_)
														if single_line_import_search is not None:
																					snake_case_				=							[obj[1:-1] for obj in single_line_import_search.groups()[0].split(', ') if len(a_) > 0]
																					objects.extend(a_)
														elif line.startswith(' ' * 8 + '"'):
																					objects.append(line[9:-3])
														line_index += 1

							snake_case_				=							{'none': objects}
							# Let's continue with backend-specific objects in _import_structure
							while not lines[line_index].startswith('if TYPE_CHECKING'):
														# If the line is an if not is_backend_available, we grab all objects associated.
														snake_case_				=							find_backend(lines[line_index])
														# Check if the backend declaration is inside a try block:
														if _re_try.search(lines[line_index - 1]) is None:
																					snake_case_				=							None

														if backend is not None:
																					line_index += 1

																					# Scroll until we hit the else block of try-except-else
																					while _re_else.search(lines[line_index]) is None:
																												line_index += 1

																					line_index += 1

																					snake_case_				=							[]
																					# Until we unindent, add backend objects to the list
																					while len(lines[line_index]) <= 1 or lines[line_index].startswith(' ' * 4):
																												snake_case_				=							lines[line_index]
																												if _re_import_struct_add_one.search(a_) is not None:
																																			objects.append(_re_import_struct_add_one.search(a_).groups()[0])
																												elif _re_import_struct_add_many.search(a_) is not None:
																																			snake_case_				=							_re_import_struct_add_many.search(a_).groups()[0].split(', ')
																																			snake_case_				=							[obj[1:-1] for obj in imports if len(a_) > 0]
																																			objects.extend(a_)
																												elif _re_between_brackets.search(a_) is not None:
																																			snake_case_				=							_re_between_brackets.search(a_).groups()[0].split(', ')
																																			snake_case_				=							[obj[1:-1] for obj in imports if len(a_) > 0]
																																			objects.extend(a_)
																												elif _re_quote_object.search(a_) is not None:
																																			objects.append(_re_quote_object.search(a_).groups()[0])
																												elif line.startswith(' ' * 8 + '"'):
																																			objects.append(line[9:-3])
																												elif line.startswith(' ' * 12 + '"'):
																																			objects.append(line[13:-3])
																												line_index += 1

																					snake_case_				=							objects
														else:
																					line_index += 1

    # At this stage we are in the TYPE_CHECKING part, first grab the objects without a specific backend
							snake_case_				=							[]
							while (
							    line_index < len(a_)
							    and find_backend(lines[line_index]) is None
							    and not lines[line_index].startswith('else')
							):
														snake_case_				=							lines[line_index]
														snake_case_				=							_re_import.search(a_)
														if single_line_import_search is not None:
																					objects.extend(single_line_import_search.groups()[0].split(', '))
														elif line.startswith(' ' * 8):
																					objects.append(line[8:-2])
														line_index += 1

							snake_case_				=							{'none': objects}
							# Let's continue with backend-specific objects
							while line_index < len(a_):
														# If the line is an if is_backend_available, we grab all objects associated.
														snake_case_				=							find_backend(lines[line_index])
														# Check if the backend declaration is inside a try block:
														if _re_try.search(lines[line_index - 1]) is None:
																					snake_case_				=							None

														if backend is not None:
																					line_index += 1

																					# Scroll until we hit the else block of try-except-else
																					while _re_else.search(lines[line_index]) is None:
																												line_index += 1

																					line_index += 1

																					snake_case_				=							[]
																					# Until we unindent, add backend objects to the list
																					while len(lines[line_index]) <= 1 or lines[line_index].startswith(' ' * 8):
																												snake_case_				=							lines[line_index]
																												snake_case_				=							_re_import.search(a_)
																												if single_line_import_search is not None:
																																			objects.extend(single_line_import_search.groups()[0].split(', '))
																												elif line.startswith(' ' * 12):
																																			objects.append(line[12:-2])
																												line_index += 1

																					snake_case_				=							objects
														else:
																					line_index += 1

							return import_dict_objects, type_hint_objects





def 						__UpperCAmelCase			(     a_							,     a_):

							def find_duplicates(a_):
														return [k for k, v in collections.Counter(a_).items() if v > 1]

							if list(import_dict_objects.keys()) != list(type_hint_objects.keys()):
														return ["Both sides of the init do not have the same backends!"]

							snake_case_				=							[]
							for key in import_dict_objects.keys():
														snake_case_				=							find_duplicates(import_dict_objects[key])
														if duplicate_imports:
																					errors.append(f'''Duplicate _import_structure definitions for: {duplicate_imports}''')
														snake_case_				=							find_duplicates(type_hint_objects[key])
														if duplicate_type_hints:
																					errors.append(f'''Duplicate TYPE_CHECKING objects for: {duplicate_type_hints}''')

														if sorted(set(import_dict_objects[key])) != sorted(set(type_hint_objects[key])):
																					snake_case_				=							'base imports' if key == 'none' else f'''{key} backend'''
																					errors.append(f'''Differences for {name}:''')
																					for a in type_hint_objects[key]:
																												if a not in import_dict_objects[key]:
																																			errors.append(f'''  {a} in TYPE_HINT but not in _import_structure.''')
																					for a in import_dict_objects[key]:
																												if a not in type_hint_objects[key]:
																																			errors.append(f'''  {a} in _import_structure but not in TYPE_HINT.''')
							return errors





def 						__UpperCAmelCase			(     ):
							snake_case_				=							[]
							for root, _, files in os.walk(a_):
														if "__init__.py" in files:
																					snake_case_				=							os.path.join(a_							,     '__init__.py')
																					snake_case_				=							parse_init(a_)
																					if objects is not None:
																												snake_case_				=							analyze_results(*a_)
																												if len(a_) > 0:
																																			snake_case_				=							f'''Problem in {fname}, both halves do not define the same objects.\n{errors[0]}'''
																																			failures.append('\n'.join(a_))
							if len(a_) > 0:
														raise ValueError('\n\n'.join(a_))





def 						__UpperCAmelCase			(     ):
							snake_case_				=							[]
							for path, directories, files in os.walk(a_):
														for folder in directories:
																					# Ignore private modules
																					if folder.startswith('_'):
																												directories.remove(a_)
																												continue
																					# Ignore leftovers from branches (empty folders apart from pycache)
																					if len(list((Path(a_) / folder).glob('*.py'))) == 0:
																												continue
																					snake_case_				=							str((Path(a_) / folder).relative_to(a_))
																					snake_case_				=							short_path.replace(os.path.sep							,     '.')
																					submodules.append(a_)
														for fname in files:
																					if fname == "__init__.py":
																												continue
																					snake_case_				=							str((Path(a_) / fname).relative_to(a_))
																					snake_case_				=							short_path.replace('.py'							,     '').replace(os.path.sep							,     '.')
																					if len(submodule.split('.')) == 1:
																												submodules.append(a_)
							return submodules


lowercase  							=					[
    "convert_pytorch_checkpoint_to_tf2",
    "modeling_flax_pytorch_utils",
]





def 						__UpperCAmelCase			(     ):
							# This is to make sure the transformers module imported is the one in the repo.
							snake_case_				=							importlib.util.spec_from_file_location(
							    'transformers'							,     os.path.join(a_							,     '__init__.py')							,     submodule_search_locations=[PATH_TO_TRANSFORMERS]							,     )
							snake_case_				=							spec.loader.load_module()

							snake_case_				=							[
							    module
							    for module in get_transformers_submodules()
							    if module not in IGNORE_SUBMODULES and module not in transformers._import_structure.keys()
							]
							if len(a_) > 0:
														snake_case_				=							'\n'.join(f'''- {module}''' for module in module_not_registered)
														raise ValueError(
														    'The following submodules are not properly registered in the main init of Transformers:\n'
														    f'''{list_of_modules}\n'''
														    'Make sure they appear somewhere in the keys of `_import_structure` with an empty list as value.')


if __name__ == "__main__":
	check_all_inits()
	check_submodules()





