





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 		SCREAMING_SNAKE_CASE__    (	_UpperCAmelCase						,				unittest.TestCase  ):
      A_						:    Any							=   CodeGenTokenizer
      A_						:    int							=   CodeGenTokenizerFast
      A_						:    Tuple							=   True
      A_						:    Union[str, Any]							=   {'add_prefix_space': True}
      A_						:    Optional[int]							=   False


      def        a			(self	:				Dict				):





         """simple docstring"""



         super().setUp()

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

         __snake_case								=       os.path.join(self.tmpdirname    ,      VOCAB_FILES_NAMES['''vocab_file''']				)
         __snake_case								=       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(a__				) + '''\n'''				)
         with open(self.merges_file    ,      '''w'''    ,      encoding='''utf-8'''				) as fp:
            fp.write('''\n'''.join(a__				)				)


      def        a			(self	:				Tuple    ,      **a__	:				Any				):





         """simple docstring"""



         kwargs.update(self.special_tokens_map				)
         return CodeGenTokenizer.from_pretrained(self.tmpdirname    ,      **a__				)


      def        a			(self	:				Dict    ,      **a__	:				Union[str, Any]				):





         """simple docstring"""



         kwargs.update(self.special_tokens_map				)
         return CodeGenTokenizerFast.from_pretrained(self.tmpdirname    ,      **a__				)


      def        a			(self	:				Tuple    ,      a__	:				Union[str, Any]				):





         """simple docstring"""



         __snake_case								=       '''lower newer'''
         __snake_case								=       '''lower newer'''
         return input_text, output_text


      def        a			(self	:				List[Any]				):





         """simple docstring"""



         __snake_case								=       CodeGenTokenizer(self.vocab_file    ,      self.merges_file    ,      **self.special_tokens_map				)
         __snake_case								=       '''lower newer'''
         __snake_case								=       ['''\u0120low''', '''er''', '''\u0120''', '''n''', '''e''', '''w''', '''er''']
         __snake_case								=       tokenizer.tokenize(a__    ,      add_prefix_space=a__				)
         self.assertListEqual(a__    ,      a__				)

         __snake_case								=       tokens + [tokenizer.unk_token]
         __snake_case								=       [14, 15, 10, 9, 3, 2, 15, 19]
         self.assertListEqual(tokenizer.convert_tokens_to_ids(a__				)    ,      a__				)


      def        a			(self	:				Optional[int]				):





         """simple docstring"""



         if not self.test_rust_tokenizer:
            return

         __snake_case								=       self.get_tokenizer()
         __snake_case								=       self.get_rust_tokenizer(add_prefix_space=a__				)

         __snake_case								=       '''lower newer'''

         # Testing tokenization
         __snake_case								=       tokenizer.tokenize(a__    ,      add_prefix_space=a__				)
         __snake_case								=       rust_tokenizer.tokenize(a__				)
         self.assertListEqual(a__    ,      a__				)

         # Testing conversion to ids without special tokens
         __snake_case								=       tokenizer.encode(a__    ,      add_special_tokens=a__    ,      add_prefix_space=a__				)
         __snake_case								=       rust_tokenizer.encode(a__    ,      add_special_tokens=a__				)
         self.assertListEqual(a__    ,      a__				)

         # Testing conversion to ids with special tokens
         __snake_case								=       self.get_rust_tokenizer(add_prefix_space=a__				)
         __snake_case								=       tokenizer.encode(a__    ,      add_prefix_space=a__				)
         __snake_case								=       rust_tokenizer.encode(a__				)
         self.assertListEqual(a__    ,      a__				)

         # Testing the unknown token
         __snake_case								=       tokens + [rust_tokenizer.unk_token]
         __snake_case								=       [14, 15, 10, 9, 3, 2, 15, 19]
         self.assertListEqual(rust_tokenizer.convert_tokens_to_ids(a__				)    ,      a__				)


      def        a			(self	:				List[Any]    ,      *a__	:				str    ,      **a__	:				int				):





         """simple docstring"""



         pass


      def        a			(self	:				List[str]    ,      a__	:				str=15				):





         """simple docstring"""



         for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
            with self.subTest(f"""{tokenizer.__class__.__name__} ({pretrained_name})"""				):
               __snake_case								=       self.rust_tokenizer_class.from_pretrained(a__    ,      **a__				)

               # Simple input
               __snake_case								=       '''This is a simple input'''
               __snake_case								=       ['''This is a simple input 1''', '''This is a simple input 2''']
               __snake_case								=       ('''This is a simple input''', '''This is a pair''')
               __snake_case								=       [
                   ('''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(a__    ,      tokenizer_r.encode    ,      a__    ,      max_length=a__    ,      padding='''max_length'''				)

               # Simple input
               self.assertRaises(a__    ,      tokenizer_r.encode_plus    ,      a__    ,      max_length=a__    ,      padding='''max_length'''				)

               # Simple input
               self.assertRaises(
                   a__    ,      tokenizer_r.batch_encode_plus    ,      a__    ,      max_length=a__    ,      padding='''max_length'''    ,      )

               # Pair input
               self.assertRaises(a__    ,      tokenizer_r.encode    ,      a__    ,      max_length=a__    ,      padding='''max_length'''				)

               # Pair input
               self.assertRaises(a__    ,      tokenizer_r.encode_plus    ,      a__    ,      max_length=a__    ,      padding='''max_length'''				)

               # Pair input
               self.assertRaises(
                   a__    ,      tokenizer_r.batch_encode_plus    ,      a__    ,      max_length=a__    ,      padding='''max_length'''    ,      )


      def        a			(self	:				Optional[int]				):





         """simple docstring"""



         __snake_case								=       CodeGenTokenizer.from_pretrained(self.tmpdirname    ,      pad_token='''<pad>'''				)

         # Simple input
         __snake_case								=       '''This is a simple input'''
         __snake_case								=       ['''This is a simple input looooooooong''', '''This is a simple input''']
         __snake_case								=       ('''This is a simple input''', '''This is a pair''')
         __snake_case								=       [
             ('''This is a simple input loooooong''', '''This is a simple input'''),
             ('''This is a simple pair loooooong''', '''This is a simple pair'''),
         ]

         __snake_case								=       tokenizer.pad_token_id

         __snake_case								=       tokenizer(a__    ,      padding='''max_length'''    ,      max_length=30    ,      return_tensors='''np'''				)
         __snake_case								=       tokenizer(a__    ,      padding=a__    ,      truncate=a__    ,      return_tensors='''np'''				)
         __snake_case								=       tokenizer(*a__    ,      padding='''max_length'''    ,      max_length=60    ,      return_tensors='''np'''				)
         __snake_case								=       tokenizer(a__    ,      padding=a__    ,      truncate=a__    ,      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        a			(self	:				Any				):





         """simple docstring"""



         __snake_case								=       '''$$$'''
         __snake_case								=       CodeGenTokenizer.from_pretrained(self.tmpdirname    ,      bos_token=a__    ,      add_bos_token=a__				)

         __snake_case								=       '''This is a simple input'''
         __snake_case								=       ['''This is a simple input 1''', '''This is a simple input 2''']

         __snake_case								=       tokenizer.bos_token_id

         __snake_case								=       tokenizer(a__				)
         __snake_case								=       tokenizer(a__				)

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

         __snake_case								=       tokenizer.decode(out_s.input_ids				)
         __snake_case								=       tokenizer.batch_decode(out_sa.input_ids				)

         self.assertEqual(decode_s.split()[0]    ,      a__				)
         self.assertTrue(all(d.split()[0] == bos_token for d in decode_sa				)				)


      @slow
      def        a			(self	:				Tuple				):





         """simple docstring"""



         __snake_case								=       CodeGenTokenizer.from_pretrained('''Salesforce/codegen-350M-mono'''				)

         __snake_case								=       '''\nif len_a > len_b:\n    result = a\nelse:\n    result = b\n\n\n\n#'''
         __snake_case								=       '''\nif len_a > len_b:      result = a\nelse:      result = b'''

         __snake_case								=       tokenizer.encode(a__				)
         __snake_case								=       ['''^#''', re.escape('''<|endoftext|>'''				), '''^\'\'\'''', '''^"""''', '''\n\n\n''']
         __snake_case								=       tokenizer.decode(a__    ,      truncate_before_pattern=a__				)
         self.assertEqual(a__    ,      a__				)


      def        a			(self	:				Union[str, Any]				):





         """simple docstring"""



         pass








from pathlib import Path

import fire






def lowerCamelCase__   (							snake_case_     :  str	,				snake_case_     :  str	,				snake_case_     :  int	)				->    str:
   __snake_case								=       Path(snake_case_	)
   __snake_case								=       Path(snake_case_	)
   dest_dir.mkdir(exist_ok=snake_case_	)
   for path in src_dir.iterdir():
      __snake_case								=       [x.rstrip() for x in list(path.open().readlines()	)][:n]
      __snake_case								=       dest_dir.joinpath(path.name	)
      print(snake_case_	)
      dest_path.open('''w'''	).write('''\n'''.join(snake_case_	)	)


if __name__ == "__main__":
    fire.Fire(minify)

