




'''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 		lowercase_   (			A					,  unittest.TestCase       ):


   """simple docstring"""

   lowerCamelCase_      =						CodeGenTokenizer
   lowerCamelCase_      =						CodeGenTokenizerFast
   lowerCamelCase_      =						True
   lowerCamelCase_      =						{'''add_prefix_space''': True}
   lowerCamelCase_      =						False



   def 							lowerCAmelCase_      (   self :     Tuple   ):

      """simple docstring"""
      super().setUp()

      # Adapted from Sennrich et al. 2015 and https://github.com/rsennrich/subword-nmt
      _SCREAMING_SNAKE_CASE	=				[
          "l",
          "o",
          "w",
          "e",
          "r",
          "s",
          "t",
          "i",
          "d",
          "n",
          "\u0120",
          "\u0120l",
          "\u0120n",
          "\u0120lo",
          "\u0120low",
          "er",
          "\u0120lowest",
          "\u0120newer",
          "\u0120wider",
          "<unk>",
          "<|endoftext|>",
      ]
      _SCREAMING_SNAKE_CASE	=				dict(zip(__lowerCamelCase  ,				range(len(__lowerCamelCase   )   )   )   )
      _SCREAMING_SNAKE_CASE	=				["#version: 0.2", "\u0120 l", "\u0120l o", "\u0120lo w", "e r", ""]
      _SCREAMING_SNAKE_CASE	=				{"unk_token": "<unk>"}

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



   def 							lowerCAmelCase_      (   self :     Any  ,				**__lowerCamelCase :     Dict   ):

      """simple docstring"""
      kwargs.update(self.special_tokens_map   )
      return CodeGenTokenizer.from_pretrained(self.tmpdirname  ,				**__lowerCamelCase   )



   def 							lowerCAmelCase_      (   self :     Any  ,				**__lowerCamelCase :     Union[str, Any]   ):

      """simple docstring"""
      kwargs.update(self.special_tokens_map   )
      return CodeGenTokenizerFast.from_pretrained(self.tmpdirname  ,				**__lowerCamelCase   )



   def 							lowerCAmelCase_      (   self :     Tuple  ,				__lowerCamelCase :     List[str]   ):

      """simple docstring"""
      _SCREAMING_SNAKE_CASE	=				"lower newer"
      _SCREAMING_SNAKE_CASE	=				"lower newer"
      return input_text, output_text



   def 							lowerCAmelCase_      (   self :     Tuple   ):

      """simple docstring"""
      _SCREAMING_SNAKE_CASE	=				CodeGenTokenizer(self.vocab_file  ,				self.merges_file  ,				**self.special_tokens_map   )
      _SCREAMING_SNAKE_CASE	=				"lower newer"
      _SCREAMING_SNAKE_CASE	=				["\u0120low", "er", "\u0120", "n", "e", "w", "er"]
      _SCREAMING_SNAKE_CASE	=				tokenizer.tokenize(__lowerCamelCase  ,				add_prefix_space=__lowerCamelCase   )
      self.assertListEqual(__lowerCamelCase  ,				__lowerCamelCase   )

      _SCREAMING_SNAKE_CASE	=				tokens + [tokenizer.unk_token]
      _SCREAMING_SNAKE_CASE	=				[1_4, 1_5, 1_0, 9, 3, 2, 1_5, 1_9]
      self.assertListEqual(tokenizer.convert_tokens_to_ids(__lowerCamelCase   )  ,				__lowerCamelCase   )



   def 							lowerCAmelCase_      (   self :     List[str]   ):

      """simple docstring"""
      if not self.test_rust_tokenizer:
         return

      _SCREAMING_SNAKE_CASE	=				self.get_tokenizer()
      _SCREAMING_SNAKE_CASE	=				self.get_rust_tokenizer(add_prefix_space=__lowerCamelCase   )

      _SCREAMING_SNAKE_CASE	=				"lower newer"

      # Testing tokenization
      _SCREAMING_SNAKE_CASE	=				tokenizer.tokenize(__lowerCamelCase  ,				add_prefix_space=__lowerCamelCase   )
      _SCREAMING_SNAKE_CASE	=				rust_tokenizer.tokenize(__lowerCamelCase   )
      self.assertListEqual(__lowerCamelCase  ,				__lowerCamelCase   )

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

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

      # Testing the unknown token
      _SCREAMING_SNAKE_CASE	=				tokens + [rust_tokenizer.unk_token]
      _SCREAMING_SNAKE_CASE	=				[1_4, 1_5, 1_0, 9, 3, 2, 1_5, 1_9]
      self.assertListEqual(rust_tokenizer.convert_tokens_to_ids(__lowerCamelCase   )  ,				__lowerCamelCase   )



   def 							lowerCAmelCase_      (   self :     List[str]  ,				*__lowerCamelCase :     Any  ,				**__lowerCamelCase :     Dict   ):

      """simple docstring"""
      pass



   def 							lowerCAmelCase_      (   self :     str  ,				__lowerCamelCase :     Dict=1_5   ):

      """simple docstring"""
      for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
         with self.subTest(F"""{tokenizer.__class__.__name__} ({pretrained_name})"""   ):
            _SCREAMING_SNAKE_CASE	=				self.rust_tokenizer_class.from_pretrained(__lowerCamelCase  ,				**__lowerCamelCase   )

            # Simple input
            _SCREAMING_SNAKE_CASE	=				"This is a simple input"
            _SCREAMING_SNAKE_CASE	=				["This is a simple input 1", "This is a simple input 2"]
            _SCREAMING_SNAKE_CASE	=				("This is a simple input", "This is a pair")
            _SCREAMING_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(__lowerCamelCase  ,				tokenizer_r.encode  ,				__lowerCamelCase  ,				max_length=__lowerCamelCase  ,				padding="max_length"   )

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

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

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

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

            # Pair input
            self.assertRaises(
                __lowerCamelCase  ,				tokenizer_r.batch_encode_plus  ,				__lowerCamelCase  ,				max_length=__lowerCamelCase  ,				padding="max_length"  ,				)



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

      """simple docstring"""
      _SCREAMING_SNAKE_CASE	=				CodeGenTokenizer.from_pretrained(self.tmpdirname  ,				pad_token="<pad>"   )

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

      _SCREAMING_SNAKE_CASE	=				tokenizer.pad_token_id

      _SCREAMING_SNAKE_CASE	=				tokenizer(__lowerCamelCase  ,				padding="max_length"  ,				max_length=3_0  ,				return_tensors="np"   )
      _SCREAMING_SNAKE_CASE	=				tokenizer(__lowerCamelCase  ,				padding=__lowerCamelCase  ,				truncate=__lowerCamelCase  ,				return_tensors="np"   )
      _SCREAMING_SNAKE_CASE	=				tokenizer(*__lowerCamelCase  ,				padding="max_length"  ,				max_length=6_0  ,				return_tensors="np"   )
      _SCREAMING_SNAKE_CASE	=				tokenizer(__lowerCamelCase  ,				padding=__lowerCamelCase  ,				truncate=__lowerCamelCase  ,				return_tensors="np"   )

      # s
      # test single string max_length padding
      self.assertEqual(out_s["input_ids"].shape[-1]  ,				3_0   )
      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]  ,				3_3   )
      # 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]  ,				6_0   )
      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]  ,				5_2   )
      # 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 							lowerCAmelCase_      (   self :     int   ):

      """simple docstring"""
      _SCREAMING_SNAKE_CASE	=				"$$$"
      _SCREAMING_SNAKE_CASE	=				CodeGenTokenizer.from_pretrained(self.tmpdirname  ,				bos_token=__lowerCamelCase  ,				add_bos_token=__lowerCamelCase   )

      _SCREAMING_SNAKE_CASE	=				"This is a simple input"
      _SCREAMING_SNAKE_CASE	=				["This is a simple input 1", "This is a simple input 2"]

      _SCREAMING_SNAKE_CASE	=				tokenizer.bos_token_id

      _SCREAMING_SNAKE_CASE	=				tokenizer(__lowerCamelCase   )
      _SCREAMING_SNAKE_CASE	=				tokenizer(__lowerCamelCase   )

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

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

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



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

      """simple docstring"""
      _SCREAMING_SNAKE_CASE	=				CodeGenTokenizer.from_pretrained("Salesforce/codegen-350M-mono"   )

      _SCREAMING_SNAKE_CASE	=				"\nif len_a > len_b:\n    result = a\nelse:\n    result = b\n\n\n\n#"
      _SCREAMING_SNAKE_CASE	=				"\nif len_a > len_b:      result = a\nelse:      result = b"

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



   def 							lowerCAmelCase_      (   self :     List[str]   ):

      """simple docstring"""
      pass







'''simple docstring'''



lowerCamelCase_			=						'Tobias Carryer'

from time import time







class 		lowercase_   :


   """simple docstring"""

   def __init__(   self :     Tuple  ,				__lowerCamelCase :     int  ,				__lowerCamelCase :     List[Any]  ,				__lowerCamelCase :     Optional[int]  ,				__lowerCamelCase :     Dict=int(time()   )   ):  # noqa: B008

      """simple docstring"""
      _SCREAMING_SNAKE_CASE	=				multiplier
      _SCREAMING_SNAKE_CASE	=				increment
      _SCREAMING_SNAKE_CASE	=				modulo
      _SCREAMING_SNAKE_CASE	=				seed



   def 							lowerCAmelCase_      (   self :     List[str]   ):

      """simple docstring"""
      _SCREAMING_SNAKE_CASE	=				(self.multiplier * self.seed + self.increment) % self.modulo
      return self.seed


if __name__ == "__main__":
 # Show the LCG in action.
 lowerCamelCase_			=						LinearCongruentialGenerator(1_66_45_25, 10_13_90_42_23, 2 << 31)
 while True:
  print(lcg.next_number())

