




'''simple docstring'''







import json
import os
import unittest

from transformers import HerbertTokenizer, HerbertTokenizerFast
from transformers.models.herbert.tokenization_herbert import VOCAB_FILES_NAMES
from transformers.testing_utils import get_tests_dir, require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin


@require_tokenizers
class      _a    (      __a				,				unittest.TestCase					):
       __a							:	Tuple  							=   HerbertTokenizer
       __a							:	List[Any]  							=   HerbertTokenizerFast
       __a							:	List[Any]  							=   True
       def        A (      self		:      Optional[int]							):



           '''simple docstring'''

           super().setUp()

           # Use a simpler test file without japanese/chinese characters
           with open(f"{get_tests_dir()}/fixtures/sample_text_no_unicode.txt"  ,							encoding='''utf-8'''							) as f_data:
               UpperCAmelCase     			=						f_data.read().replace('''\n\n'''  ,							'''\n'''							).strip()

           UpperCAmelCase     			=						[
               '''<s>''',
               '''</s>''',
               '''l''',
               '''o''',
               '''w''',
               '''e''',
               '''r''',
               '''s''',
               '''t''',
               '''i''',
               '''d''',
               '''n''',
               '''w</w>''',
               '''r</w>''',
               '''t</w>''',
               '''lo''',
               '''low''',
               '''er</w>''',
               '''low</w>''',
               '''lowest</w>''',
               '''newer</w>''',
               '''wider</w>''',
               ''',</w>''',
               '''<unk>''',
           ]
           UpperCAmelCase     			=						dict(zip(lowercase  ,							range(len(lowercase							)							)							)							)
           UpperCAmelCase     			=						['''l o 123''', '''lo w 1456''', '''e r</w> 1789''', '''''']

           UpperCAmelCase     			=						os.path.join(self.tmpdirname  ,							VOCAB_FILES_NAMES['''vocab_file''']							)
           UpperCAmelCase     			=						os.path.join(self.tmpdirname  ,							VOCAB_FILES_NAMES['''merges_file''']							)
           with open(self.vocab_file  ,							'''w'''							) as fp:
               fp.write(json.dumps(lowercase							)							)
           with open(self.merges_file  ,							'''w'''							) as fp:
               fp.write('''\n'''.join(lowercase							)							)
       def        A (      self		:      Tuple  ,							lowercase		:      List[Any]							):



           '''simple docstring'''

           UpperCAmelCase     			=						'''lower newer'''
           UpperCAmelCase     			=						'''lower newer'''
           return input_text, output_text
       def        A (      self		:      List[Any]							):



           '''simple docstring'''

           UpperCAmelCase     			=						self.tokenizer_class(vocab_file=self.vocab_file  ,							merges_file=self.merges_file							)

           UpperCAmelCase     			=						'''lower'''
           UpperCAmelCase     			=						['''low''', '''er</w>''']
           UpperCAmelCase     			=						tokenizer.tokenize(lowercase							)
           self.assertListEqual(lowercase  ,							lowercase							)

           UpperCAmelCase     			=						tokens + ['''<unk>''']
           UpperCAmelCase     			=						[16, 17, 23]
           self.assertListEqual(tokenizer.convert_tokens_to_ids(lowercase							)  ,							lowercase							)
       def        A (      self		:      List[str]							):



           '''simple docstring'''

           if not self.test_rust_tokenizer:
               return

           UpperCAmelCase     			=						self.get_tokenizer()
           UpperCAmelCase     			=						self.get_rust_tokenizer()

           UpperCAmelCase     			=						'''lower,newer'''

           UpperCAmelCase     			=						tokenizer.tokenize(lowercase							)
           UpperCAmelCase     			=						rust_tokenizer.tokenize(lowercase							)
           self.assertListEqual(lowercase  ,							lowercase							)

           UpperCAmelCase     			=						tokenizer.encode(lowercase  ,							add_special_tokens=lowercase							)
           UpperCAmelCase     			=						rust_tokenizer.encode(lowercase  ,							add_special_tokens=lowercase							)
           self.assertListEqual(lowercase  ,							lowercase							)

           UpperCAmelCase     			=						self.get_rust_tokenizer()
           UpperCAmelCase     			=						tokenizer.encode(lowercase							)
           UpperCAmelCase     			=						rust_tokenizer.encode(lowercase							)
           self.assertListEqual(lowercase  ,							lowercase							)







       @slow
       def        A (      self		:      Union[str, Any]							):



           '''simple docstring'''

           UpperCAmelCase     			=						self.tokenizer_class.from_pretrained('''allegro/herbert-base-cased'''							)

           UpperCAmelCase     			=						tokenizer.encode('''konstruowanie sekwencji'''  ,							add_special_tokens=lowercase							)
           UpperCAmelCase     			=						tokenizer.encode('''konstruowanie wielu sekwencji'''  ,							add_special_tokens=lowercase							)

           UpperCAmelCase     			=						tokenizer.build_inputs_with_special_tokens(lowercase							)
           UpperCAmelCase     			=						tokenizer.build_inputs_with_special_tokens(lowercase  ,							lowercase							)

           assert encoded_sentence == [0] + text + [2]
           assert encoded_pair == [0] + text + [2] + text_a + [2]










'''simple docstring'''







from ...configuration_utils import PretrainedConfig
from ...utils import logging


A					       =logging.get_logger(__name__)

A					       ={
    'facebook/regnet-y-040': 'https://huggingface.co/facebook/regnet-y-040/blob/main/config.json',
}


class      _a    (      __a					):
       __a							:	Optional[int]  							=   """regnet"""
       __a							:	Optional[Any]  							=   ["""x""", """y"""]
       def __init__(      self		:      int  ,							lowercase		:      List[Any]=3  ,							lowercase		:      Union[str, Any]=32  ,							lowercase		:      Tuple=[128, 192, 512, 1_088]  ,							lowercase		:      List[Any]=[2, 6, 12, 2]  ,							lowercase		:      Optional[Any]=64  ,							lowercase		:      Optional[int]="y"  ,							lowercase		:      int="relu"  ,							**lowercase		:      int  ,							):



           '''simple docstring'''

           super().__init__(**lowercase							)
           if layer_type not in self.layer_types:
               raise ValueError(f"layer_type={layer_type} is not one of {','.join(self.layer_types							)}"							)
           UpperCAmelCase     			=						num_channels
           UpperCAmelCase     			=						embedding_size
           UpperCAmelCase     			=						hidden_sizes
           UpperCAmelCase     			=						depths
           UpperCAmelCase     			=						groups_width
           UpperCAmelCase     			=						layer_type
           UpperCAmelCase     			=						hidden_act
           # always downsample in the first stage
           UpperCAmelCase     			=						True




