





"""simple docstring"""






import pickle
import shutil
import tempfile
import unittest

from transformers import SPIECE_UNDERLINE, XGLMTokenizer, XGLMTokenizerFast
from transformers.testing_utils import get_tests_dir, require_sentencepiece, require_tokenizers, slow
from transformers.utils import cached_property

from ...test_tokenization_common import TokenizerTesterMixin


lowerCAmelCase_			=							get_tests_dir('''fixtures/test_sentencepiece.model''')



@require_sentencepiece
@require_tokenizers
class 	lowerCAmelCase					(      snake_case			,	unittest.TestCase							):
       lowerCAmelCase__						 =  XGLMTokenizer
       lowerCAmelCase__						 =  XGLMTokenizerFast
       lowerCAmelCase__						 =  True
       lowerCAmelCase__						 =  True






       def 							__A (   self     ):
              super().setUp()

              # We have a SentencePiece fixture for testing
              _UpperCAmelCase     =     XGLMTokenizer(a__    ,  keep_accents=a__     )
              tokenizer.save_pretrained(self.tmpdirname     )






       def 							__A (   self     ):
              _UpperCAmelCase     =     '<pad>'
              _UpperCAmelCase     =     1

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






       def 							__A (   self     ):
              _UpperCAmelCase     =     list(self.get_tokenizer().get_vocab().keys()     )

              self.assertEqual(vocab_keys[0]    ,  '<s>'     )
              self.assertEqual(vocab_keys[1]    ,  '<pad>'     )
              self.assertEqual(len(a__     )    ,  10_08     )






       def 							__A (   self     ):
              self.assertEqual(self.get_tokenizer().vocab_size    ,  10_08     )






       def 							__A (   self     ):
              _UpperCAmelCase     =     XGLMTokenizer(a__    ,  keep_accents=a__     )

              _UpperCAmelCase     =     tokenizer.tokenize('This is a test'     )
              self.assertListEqual(a__    ,  ['▁This', '▁is', '▁a', '▁t', 'est']     )

              self.assertListEqual(
                  tokenizer.convert_tokens_to_ids(a__     )    ,  [value + tokenizer.fairseq_offset for value in [2_85, 46, 10, 1_70, 3_82]]    ,  )

              _UpperCAmelCase     =     tokenizer.tokenize('I was born in 92000, and this is falsé.'     )
              self.assertListEqual(
                  a__    ,  [
                      SPIECE_UNDERLINE + 'I',
                      SPIECE_UNDERLINE + 'was',
                      SPIECE_UNDERLINE + 'b',
                      'or',
                      'n',
                      SPIECE_UNDERLINE + 'in',
                      SPIECE_UNDERLINE + '',
                      '9',
                      '2',
                      '0',
                      '0',
                      '0',
                      ',',
                      SPIECE_UNDERLINE + 'and',
                      SPIECE_UNDERLINE + 'this',
                      SPIECE_UNDERLINE + 'is',
                      SPIECE_UNDERLINE + 'f',
                      'al',
                      's',
                      'é',
                      '.',
                  ]    ,  )
              _UpperCAmelCase     =     tokenizer.convert_tokens_to_ids(a__     )
              self.assertListEqual(
                  a__    ,  [
                      value + tokenizer.fairseq_offset
                      for value in [8, 21, 84, 55, 24, 19, 7, 2, 6_02, 3_47, 3_47, 3_47, 3, 12, 66, 46, 72, 80, 6, 2, 4]
                  ]    ,  )

              _UpperCAmelCase     =     tokenizer.convert_ids_to_tokens(a__     )
              self.assertListEqual(
                  a__    ,  [
                      SPIECE_UNDERLINE + 'I',
                      SPIECE_UNDERLINE + 'was',
                      SPIECE_UNDERLINE + 'b',
                      'or',
                      'n',
                      SPIECE_UNDERLINE + 'in',
                      SPIECE_UNDERLINE + '',
                      '<unk>',
                      '2',
                      '0',
                      '0',
                      '0',
                      ',',
                      SPIECE_UNDERLINE + 'and',
                      SPIECE_UNDERLINE + 'this',
                      SPIECE_UNDERLINE + 'is',
                      SPIECE_UNDERLINE + 'f',
                      'al',
                      's',
                      '<unk>',
                      '.',
                  ]    ,  )






       @cached_property
       def 							__A (   self     ):
              return XGLMTokenizer.from_pretrained('facebook/xglm-564M'     )






       def 							__A (   self     ):
              with tempfile.NamedTemporaryFile() as f:
                     shutil.copyfile(a__    ,  f.name     )
                     _UpperCAmelCase     =     XGLMTokenizer(f.name    ,  keep_accents=a__     )
                     _UpperCAmelCase     =     pickle.dumps(a__     )
              pickle.loads(a__     )






       def 							__A (   self     ):
              if not self.test_rust_tokenizer:
                     return

              _UpperCAmelCase     =     self.get_tokenizer()
              _UpperCAmelCase     =     self.get_rust_tokenizer()

              _UpperCAmelCase     =     'I was born in 92000, and this is falsé.'

              _UpperCAmelCase     =     tokenizer.tokenize(a__     )
              _UpperCAmelCase     =     rust_tokenizer.tokenize(a__     )
              self.assertListEqual(a__    ,  a__     )

              _UpperCAmelCase     =     tokenizer.encode(a__    ,  add_special_tokens=a__     )
              _UpperCAmelCase     =     rust_tokenizer.encode(a__    ,  add_special_tokens=a__     )
              self.assertListEqual(a__    ,  a__     )

              _UpperCAmelCase     =     self.get_rust_tokenizer()
              _UpperCAmelCase     =     tokenizer.encode(a__     )
              _UpperCAmelCase     =     rust_tokenizer.encode(a__     )
              self.assertListEqual(a__    ,  a__     )






       @slow
       def 							__A (   self     ):
              _UpperCAmelCase     =     'Hello World!'
              _UpperCAmelCase     =     [2, 3_12_27, 44_47, 35]

              self.assertListEqual(a__    ,  self.big_tokenizer.encode(a__     )     )






       @slow
       def 							__A (   self     ):
              _UpperCAmelCase     =     (
                  'This is a very long text with a lot of weird characters, such as: . , ~ ? ( ) " [ ] ! : - . Also we will'
                  ' add words that should not exsist and be tokenized to unk, such as saoneuhaoesuth'
              )
              # fmt: off
              _UpperCAmelCase     =     [2, 10_18, 67, 11, 19_88, 26_17, 56_31, 2_78, 11, 34_07, 48, 7_16_30, 2_80_85, 4, 32_34, 1_57, 13, 6, 5, 6, 4, 35_26, 7_68, 15, 6_59, 57, 2_98, 39_83, 8_64, 1_29, 21, 6, 5, 1_36_75, 3_77, 6_52, 75_80, 1_03_41, 1_55, 28_17, 4_22, 16_66, 7, 16_74, 53, 1_13, 20_22_77, 1_78_92, 33, 60, 87, 4, 32_34, 1_57, 61, 26_67, 5_23_76, 19, 88, 23, 7_35]
              # fmt: on

              self.assertListEqual(a__    ,  self.big_tokenizer.encode(a__     )     )






       @slow
       def 							__A (   self     ):
              # fmt: off
              _UpperCAmelCase     =     {
                  'input_ids': [[2, 10_88_25, 11_63, 15, 8_80_10, 4_73, 1_58_98, 1_57, 1_36_72, 18_57, 3_12, 8, 23_80_21, 11_63, 53, 1_36_72, 18_57, 3_12, 8, 5_32_83, 18_23_96, 8, 1_85_66, 16, 3_67_33, 41_01, 8, 2_30, 24_40_17, 12_25_53, 7, 15, 13_25_97, 4, 2_93, 1_25_11, 76_10, 4, 34_14, 13_25_97, 9, 4, 3_23_61, 3_62, 4, 7_34, 2_85_12, 3_25_69, 18, 4, 3_23_61, 2_60_96, 1_49_82, 73, 1_87_15, 2_14_33, 23_52_61, 15, 4_92, 1_24_27, 16, 53, 1_87_15, 2_14_33, 6_54_54, 15, 2_36_59, 5_63, 16, 2_78, 5_97, 28_43, 5_95, 79_31, 18_23_96, 6_41_86, 22, 8_86, 5_95, 13_29_81, 53, 2_55_40, 34_49, 4_39_82, 3_99_01, 59_51, 8_78, 3_30, 4, 2_76_94, 8_02_69, 3_12, 53, 65_17, 1_17_80, 6_11, 2_04_08, 5], [2, 6, 13_25_97, 67, 4_28_97, 33, 5_92, 8, 16_37_29, 2_55_40, 3_61, 13_69_97, 10_95_14, 17_32_30, 7, 5_01, 60, 10_29_13, 1_96, 56_31, 2_35, 6_32_43, 4_73, 6, 23_17_57, 74, 52_77, 79_05, 53, 30_95, 3_73_17, 22, 4_54, 18_38_74, 5], [2, 2_68, 3_12_98, 4_65_30, 6, 13_29_35, 4_38_31, 7, 5_97, 32, 24, 36_88, 98_65, 5]],
                  '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, 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, 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

              self.tokenizer_integration_test_util(
                  expected_encoding=a__    ,  model_name='facebook/xglm-564M'    ,  padding=a__    ,  )













"""simple docstring"""






import argparse
import os
import re


lowerCAmelCase_			=							'''src/transformers/models/auto'''


# re pattern that matches mapping introductions:
#    SUPER_MODEL_MAPPING_NAMES = OrderedDict or SUPER_MODEL_MAPPING = OrderedDict
lowerCAmelCase_			=							re.compile(r'''[A-Z_]+_MAPPING(\s+|_[A-Z_]+\s+)=\s+OrderedDict''')
# re pattern that matches identifiers in mappings
lowerCAmelCase_			=							re.compile(r'''\s*\(\s*"(\S[^"]+)"''')

def       __lowerCamelCase    (       SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE = False							)		->       Optional[Any]:






       """simple docstring"""




       with open(SCREAMING_SNAKE_CASE,'r',encoding='utf-8'							) as f:
              _UpperCAmelCase     =     f.read()

       _UpperCAmelCase     =     content.split('\n'							)
       _UpperCAmelCase     =     []
       _UpperCAmelCase     =     0
       while line_idx < len(SCREAMING_SNAKE_CASE							):
              if _re_intro_mapping.search(lines[line_idx]							) is not None:
                     _UpperCAmelCase     =     len(re.search(R'^(\s*)\S',lines[line_idx]							).groups()[0]							) + 8
                     # Start of a new mapping!
                     while not lines[line_idx].startswith(' ' * indent + '('							):
                            new_lines.append(lines[line_idx]							)
                            line_idx += 1

                     _UpperCAmelCase     =     []
                     while lines[line_idx].strip() != "]":
                            # Blocks either fit in one line or not
                            if lines[line_idx].strip() == "(":
                                   _UpperCAmelCase     =     line_idx
                                   while not lines[line_idx].startswith(' ' * indent + ')'							):
                                          line_idx += 1
                                   blocks.append('\n'.join(lines[start_idx : line_idx + 1]							)							)
                            else:
                                   blocks.append(lines[line_idx]							)
                            line_idx += 1

                     # Sort blocks by their identifiers
                     _UpperCAmelCase     =     sorted(SCREAMING_SNAKE_CASE,key=lambda SCREAMING_SNAKE_CASE							: _re_identifier.search(SCREAMING_SNAKE_CASE							).groups()[0]							)
                     new_lines += blocks
              else:
                     new_lines.append(lines[line_idx]							)
                     line_idx += 1

       if overwrite:
              with open(SCREAMING_SNAKE_CASE,'w',encoding='utf-8'							) as f:
                     f.write('\n'.join(SCREAMING_SNAKE_CASE							)							)
       elif "\n".join(SCREAMING_SNAKE_CASE							) != content:
              return True

def       __lowerCamelCase    (       SCREAMING_SNAKE_CASE = False							)		->       Union[str, Any]:






       """simple docstring"""




       _UpperCAmelCase     =     [os.path.join(SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE							) for f in os.listdir(SCREAMING_SNAKE_CASE							) if f.endswith('.py'							)]
       _UpperCAmelCase     =     [sort_auto_mapping(SCREAMING_SNAKE_CASE,overwrite=SCREAMING_SNAKE_CASE							) for fname in fnames]

       if not overwrite and any(SCREAMING_SNAKE_CASE							):
              _UpperCAmelCase     =     [f for f, d in zip(SCREAMING_SNAKE_CASE,SCREAMING_SNAKE_CASE							) if d]
              raise ValueError(
                  F"""The following files have auto mappings that need sorting: {", ".join(SCREAMING_SNAKE_CASE							)}. Run `make style` to fix"""
                  ' this.'							)


if __name__ == "__main__":
    lowerCAmelCase_			=							argparse.ArgumentParser()
    parser.add_argument('''--check_only''', action='''store_true''', help='''Whether to only check or fix style.''')
    lowerCAmelCase_			=							parser.parse_args()

    sort_all_auto_mappings(not args.check_only)






