
"""simple docstring"""




import json
import os
import re
import unittest

from transformers import CodeGenTokenizer, CodeGenTokenizerFast
from transformers.models.codegen.tokenization_codegen import VOCAB_FILES_NAMES
from transformers.testing_utils import require_tokenizers, slow

from ...test_tokenization_common import TokenizerTesterMixin

@require_tokenizers
class 		a__						(      UpperCAmelCase_,			unittest.TestCase						):
   __lowerCAmelCase            =				CodeGenTokenizer
   __lowerCAmelCase            =				CodeGenTokenizerFast
   __lowerCAmelCase            =				True
   __lowerCAmelCase            =				{"""add_prefix_space""": True}
   __lowerCAmelCase            =				False
   def 			__magic_name__			(			self				):
          super().setUp()

          # Adapted from Sennrich et al. 2015 and https://github.com/rsennrich/subword-nmt
          lowercase    :				List[str]       		=							[
              '''l''',
              '''o''',
              '''w''',
              '''e''',
              '''r''',
              '''s''',
              '''t''',
              '''i''',
              '''d''',
              '''n''',
              '''\u0120''',
              '''\u0120l''',
              '''\u0120n''',
              '''\u0120lo''',
              '''\u0120low''',
              '''er''',
              '''\u0120lowest''',
              '''\u0120newer''',
              '''\u0120wider''',
              '''<unk>''',
              '''<|endoftext|>''',
          ]
          lowercase    :				List[str]       		=							dict(zip(__lowercase	,    range(len(__lowercase				)				)				)				)
          lowercase    :				List[str]       		=							['''#version: 0.2''', '''\u0120 l''', '''\u0120l o''', '''\u0120lo w''', '''e r''', '''''']
          lowercase    :				Union[str, Any]       		=							{'''unk_token''': '''<unk>'''}

          lowercase    :				Optional[int]       		=							os.path.join(self.tmpdirname	,    VOCAB_FILES_NAMES["vocab_file"]				)
          lowercase    :				Tuple       		=							os.path.join(self.tmpdirname	,    VOCAB_FILES_NAMES["merges_file"]				)
          with open(self.vocab_file	,    "w"	,    encoding="utf-8"				) as fp:
                 fp.write(json.dumps(__lowercase				) + "\n"				)
          with open(self.merges_file	,    "w"	,    encoding="utf-8"				) as fp:
                 fp.write("\n".join(__lowercase				)				)
   def 			__magic_name__			(			self	,    **_a				):
          kwargs.update(self.special_tokens_map				)
          return CodeGenTokenizer.from_pretrained(self.tmpdirname	,    **__lowercase				)
   def 			__magic_name__			(			self	,    **_a				):
          kwargs.update(self.special_tokens_map				)
          return CodeGenTokenizerFast.from_pretrained(self.tmpdirname	,    **__lowercase				)
   def 			__magic_name__			(			self	,    _a				):
          lowercase    :				List[Any]       		=							'''lower newer'''
          lowercase    :				List[str]       		=							'''lower newer'''
          return input_text, output_text
   def 			__magic_name__			(			self				):
          lowercase    :				List[str]       		=							CodeGenTokenizer(self.vocab_file	,    self.merges_file	,    **self.special_tokens_map				)
          lowercase    :				Optional[Any]       		=							'''lower newer'''
          lowercase    :				Optional[int]       		=							['''\u0120low''', '''er''', '''\u0120''', '''n''', '''e''', '''w''', '''er''']
          lowercase    :				Tuple       		=							tokenizer.tokenize(__lowercase	,    add_prefix_space=__lowercase				)
          self.assertListEqual(__lowercase	,    __lowercase				)

          lowercase    :				int       		=							tokens + [tokenizer.unk_token]
          lowercase    :				Optional[Any]       		=							[14, 15, 10, 9, 3, 2, 15, 19]
          self.assertListEqual(tokenizer.convert_tokens_to_ids(__lowercase				)	,    __lowercase				)
   def 			__magic_name__			(			self				):
          if not self.test_rust_tokenizer:
                 return

          lowercase    :				str       		=							self.get_tokenizer()
          lowercase    :				int       		=							self.get_rust_tokenizer(add_prefix_space=__lowercase				)

          lowercase    :				Tuple       		=							'''lower newer'''

          # Testing tokenization
          lowercase    :				Dict       		=							tokenizer.tokenize(__lowercase	,    add_prefix_space=__lowercase				)
          lowercase    :				Any       		=							rust_tokenizer.tokenize(__lowercase				)
          self.assertListEqual(__lowercase	,    __lowercase				)

          # Testing conversion to ids without special tokens
          lowercase    :				Optional[Any]       		=							tokenizer.encode(__lowercase	,    add_special_tokens=__lowercase	,    add_prefix_space=__lowercase				)
          lowercase    :				List[str]       		=							rust_tokenizer.encode(__lowercase	,    add_special_tokens=__lowercase				)
          self.assertListEqual(__lowercase	,    __lowercase				)

          # Testing conversion to ids with special tokens
          lowercase    :				Tuple       		=							self.get_rust_tokenizer(add_prefix_space=__lowercase				)
          lowercase    :				Any       		=							tokenizer.encode(__lowercase	,    add_prefix_space=__lowercase				)
          lowercase    :				Dict       		=							rust_tokenizer.encode(__lowercase				)
          self.assertListEqual(__lowercase	,    __lowercase				)

          # Testing the unknown token
          lowercase    :				Union[str, Any]       		=							tokens + [rust_tokenizer.unk_token]
          lowercase    :				List[Any]       		=							[14, 15, 10, 9, 3, 2, 15, 19]
          self.assertListEqual(rust_tokenizer.convert_tokens_to_ids(__lowercase				)	,    __lowercase				)
   def 			__magic_name__			(			self	,    *_a	,    **_a				):
          # It's very difficult to mix/test pretokenization with byte-level
          # And get both CodeGen and Roberta to work at the same time (mostly an issue of adding a space before the string)
          pass
   def 			__magic_name__			(			self	,    _a=15				):
          for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
                 with self.subTest(f"""{tokenizer.__class__.__name__} ({pretrained_name})"""				):
                        lowercase    :				int       		=							self.rust_tokenizer_class.from_pretrained(__lowercase	,    **__lowercase				)

                        # Simple input
                        lowercase    :				Dict       		=							'''This is a simple input'''
                        lowercase    :				Union[str, Any]       		=							['''This is a simple input 1''', '''This is a simple input 2''']
                        lowercase    :				Any       		=							('''This is a simple input''', '''This is a pair''')
                        lowercase    :				Dict       		=							[
                            ('''This is a simple input 1''', '''This is a simple input 2'''),
                            ('''This is a simple pair 1''', '''This is a simple pair 2'''),
                        ]

                        # Simple input tests
                        self.assertRaises(__lowercase	,    tokenizer_r.encode	,    __lowercase	,    max_length=__lowercase	,    padding="max_length"				)

                        # Simple input
                        self.assertRaises(__lowercase	,    tokenizer_r.encode_plus	,    __lowercase	,    max_length=__lowercase	,    padding="max_length"				)

                        # Simple input
                        self.assertRaises(
                            __lowercase	,    tokenizer_r.batch_encode_plus	,    __lowercase	,    max_length=__lowercase	,    padding="max_length"	,    )

                        # Pair input
                        self.assertRaises(__lowercase	,    tokenizer_r.encode	,    __lowercase	,    max_length=__lowercase	,    padding="max_length"				)

                        # Pair input
                        self.assertRaises(__lowercase	,    tokenizer_r.encode_plus	,    __lowercase	,    max_length=__lowercase	,    padding="max_length"				)

                        # Pair input
                        self.assertRaises(
                            __lowercase	,    tokenizer_r.batch_encode_plus	,    __lowercase	,    max_length=__lowercase	,    padding="max_length"	,    )
   def 			__magic_name__			(			self				):
          lowercase    :				Tuple       		=							CodeGenTokenizer.from_pretrained(self.tmpdirname	,    pad_token="<pad>"				)

          # Simple input
          lowercase    :				int       		=							'''This is a simple input'''
          lowercase    :				Optional[Any]       		=							['''This is a simple input looooooooong''', '''This is a simple input''']
          lowercase    :				Any       		=							('''This is a simple input''', '''This is a pair''')
          lowercase    :				Tuple       		=							[
              ('''This is a simple input loooooong''', '''This is a simple input'''),
              ('''This is a simple pair loooooong''', '''This is a simple pair'''),
          ]

          lowercase    :				Tuple       		=							tokenizer.pad_token_id

          lowercase    :				Tuple       		=							tokenizer(__lowercase	,    padding="max_length"	,    max_length=30	,    return_tensors="np"				)
          lowercase    :				Optional[int]       		=							tokenizer(__lowercase	,    padding=__lowercase	,    truncate=__lowercase	,    return_tensors="np"				)
          lowercase    :				int       		=							tokenizer(*__lowercase	,    padding="max_length"	,    max_length=60	,    return_tensors="np"				)
          lowercase    :				Dict       		=							tokenizer(__lowercase	,    padding=__lowercase	,    truncate=__lowercase	,    return_tensors="np"				)

          # s
          # test single string max_length padding
          self.assertEqual(out_s["input_ids"].shape[-1]	,    30				)
          self.assertTrue(pad_token_id in out_s["input_ids"]				)
          self.assertTrue(0 in out_s["attention_mask"]				)

          # s2
          # test automatic padding
          self.assertEqual(out_sa["input_ids"].shape[-1]	,    33				)
          # long slice doesn't have padding
          self.assertFalse(pad_token_id in out_sa["input_ids"][0]				)
          self.assertFalse(0 in out_sa["attention_mask"][0]				)
          # short slice does have padding
          self.assertTrue(pad_token_id in out_sa["input_ids"][1]				)
          self.assertTrue(0 in out_sa["attention_mask"][1]				)

          # p
          # test single pair max_length padding
          self.assertEqual(out_p["input_ids"].shape[-1]	,    60				)
          self.assertTrue(pad_token_id in out_p["input_ids"]				)
          self.assertTrue(0 in out_p["attention_mask"]				)

          # p2
          # test automatic padding pair
          self.assertEqual(out_pa["input_ids"].shape[-1]	,    52				)
          # long slice pair doesn't have padding
          self.assertFalse(pad_token_id in out_pa["input_ids"][0]				)
          self.assertFalse(0 in out_pa["attention_mask"][0]				)
          # short slice pair does have padding
          self.assertTrue(pad_token_id in out_pa["input_ids"][1]				)
          self.assertTrue(0 in out_pa["attention_mask"][1]				)
   def 			__magic_name__			(			self				):
          lowercase    :				List[str]       		=							'''$$$'''
          lowercase    :				Optional[int]       		=							CodeGenTokenizer.from_pretrained(self.tmpdirname	,    bos_token=__lowercase	,    add_bos_token=__lowercase				)

          lowercase    :				Any       		=							'''This is a simple input'''
          lowercase    :				Union[str, Any]       		=							['''This is a simple input 1''', '''This is a simple input 2''']

          lowercase    :				str       		=							tokenizer.bos_token_id

          lowercase    :				int       		=							tokenizer(__lowercase				)
          lowercase    :				Any       		=							tokenizer(__lowercase				)

          self.assertEqual(out_s.input_ids[0]	,    __lowercase				)
          self.assertTrue(all(o[0] == bos_token_id for o in out_sa.input_ids				)				)

          lowercase    :				Any       		=							tokenizer.decode(out_s.input_ids				)
          lowercase    :				List[Any]       		=							tokenizer.batch_decode(out_sa.input_ids				)

          self.assertEqual(decode_s.split()[0]	,    __lowercase				)
          self.assertTrue(all(d.split()[0] == bos_token for d in decode_sa				)				)
   @slow
   def 			__magic_name__			(			self				):
          lowercase    :				Tuple       		=							CodeGenTokenizer.from_pretrained("Salesforce/codegen-350M-mono"				)

          lowercase    :				List[Any]       		=							'''\nif len_a > len_b:\n    result = a\nelse:\n    result = b\n\n\n\n#'''
          lowercase    :				Dict       		=							'''\nif len_a > len_b:      result = a\nelse:      result = b'''

          lowercase    :				List[Any]       		=							tokenizer.encode(__lowercase				)
          lowercase    :				str       		=							['''^#''', re.escape("<|endoftext|>"				), '''^\'\'\'''', '''^"""''', '''\n\n\n''']
          lowercase    :				Tuple       		=							tokenizer.decode(__lowercase	,    truncate_before_pattern=__lowercase				)
          self.assertEqual(__lowercase	,    __lowercase				)

   def 			__magic_name__			(			self				):
          pass



def lowerCamelCase  (   SCREAMING_SNAKE_CASE = 1  ,			SCREAMING_SNAKE_CASE = 1_000	):
    '''simple docstring'''







    __UpperCamelCase     :Union[str, Any]			  =		1
    __UpperCamelCase     :Any			  =		0

    for divide_by_number in range(SCREAMING_SNAKE_CASE  ,			digit + 1	):
        __UpperCamelCase     :list[int]			  =		[]
        __UpperCamelCase     :Optional[int]			  =		numerator
        for _ in range(1  ,			digit + 1	):
            if now_divide in has_been_divided:
                if longest_list_length < len(SCREAMING_SNAKE_CASE	):
                    __UpperCamelCase     :Optional[Any]			  =		len(SCREAMING_SNAKE_CASE	)
                    __UpperCamelCase     :int			  =		divide_by_number
            else:
                has_been_divided.append(SCREAMING_SNAKE_CASE	)
                __UpperCamelCase     :Any			  =		now_divide * 10 % divide_by_number

    return the_digit


# Tests
if __name__ == "__main__":
    import doctest

    doctest.testmod()





