
"""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 	lowerCAmelCase_						(a__ ,					unittest.TestCase  ):


				"""simple docstring"""



				__UpperCamelCase      :						List[str]					       =   CodeGenTokenizer
				__UpperCamelCase      :						int					       =   CodeGenTokenizerFast
				__UpperCamelCase      :						List[str]					       =   True
				__UpperCamelCase      :						Optional[Any]					       =   {'''add_prefix_space''': True}
				__UpperCamelCase      :						str					       =   False



				def 	__magic_name__    (self    )					->		Union[str, Any]:



											"""simple docstring"""




											super().setUp()

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

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



				def 	__magic_name__    (self   ,       **SCREAMING_SNAKE_CASE__    )					->		Dict:



											"""simple docstring"""




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



				def 	__magic_name__    (self   ,       **SCREAMING_SNAKE_CASE__    )					->		Union[str, Any]:



											"""simple docstring"""




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



				def 	__magic_name__    (self   ,       SCREAMING_SNAKE_CASE__    )					->		Tuple:



											"""simple docstring"""




											SCREAMING_SNAKE_CASE__						:       Tuple           =   """lower newer"""
											SCREAMING_SNAKE_CASE__						:       Optional[Any]           =   """lower newer"""
											return input_text, output_text



				def 	__magic_name__    (self    )					->		Dict:



											"""simple docstring"""




											SCREAMING_SNAKE_CASE__						:       str           =   CodeGenTokenizer(self.vocab_file   ,       self.merges_file   ,       **self.special_tokens_map    )
											SCREAMING_SNAKE_CASE__						:       int           =   """lower newer"""
											SCREAMING_SNAKE_CASE__						:       Dict           =   ["""\u0120low""", """er""", """\u0120""", """n""", """e""", """w""", """er"""]
											SCREAMING_SNAKE_CASE__						:       int           =   tokenizer.tokenize(SCREAMING_SNAKE_CASE__   ,       add_prefix_space=SCREAMING_SNAKE_CASE__    )
											self.assertListEqual(SCREAMING_SNAKE_CASE__   ,       SCREAMING_SNAKE_CASE__    )

											SCREAMING_SNAKE_CASE__						:       List[Any]           =   tokens + [tokenizer.unk_token]
											SCREAMING_SNAKE_CASE__						:       Tuple           =   [14, 15, 10, 9, 3, 2, 15, 19]
											self.assertListEqual(tokenizer.convert_tokens_to_ids(SCREAMING_SNAKE_CASE__    )   ,       SCREAMING_SNAKE_CASE__    )



				def 	__magic_name__    (self    )					->		Union[str, Any]:



											"""simple docstring"""




											if not self.test_rust_tokenizer:
																		return

											SCREAMING_SNAKE_CASE__						:       Any           =   self.get_tokenizer()
											SCREAMING_SNAKE_CASE__						:       str           =   self.get_rust_tokenizer(add_prefix_space=SCREAMING_SNAKE_CASE__    )

											SCREAMING_SNAKE_CASE__						:       Tuple           =   """lower newer"""

											# Testing tokenization
											SCREAMING_SNAKE_CASE__						:       List[str]           =   tokenizer.tokenize(SCREAMING_SNAKE_CASE__   ,       add_prefix_space=SCREAMING_SNAKE_CASE__    )
											SCREAMING_SNAKE_CASE__						:       List[str]           =   rust_tokenizer.tokenize(SCREAMING_SNAKE_CASE__    )
											self.assertListEqual(SCREAMING_SNAKE_CASE__   ,       SCREAMING_SNAKE_CASE__    )

											# Testing conversion to ids without special tokens
											SCREAMING_SNAKE_CASE__						:       int           =   tokenizer.encode(SCREAMING_SNAKE_CASE__   ,       add_special_tokens=SCREAMING_SNAKE_CASE__   ,       add_prefix_space=SCREAMING_SNAKE_CASE__    )
											SCREAMING_SNAKE_CASE__						:       Dict           =   rust_tokenizer.encode(SCREAMING_SNAKE_CASE__   ,       add_special_tokens=SCREAMING_SNAKE_CASE__    )
											self.assertListEqual(SCREAMING_SNAKE_CASE__   ,       SCREAMING_SNAKE_CASE__    )

											# Testing conversion to ids with special tokens
											SCREAMING_SNAKE_CASE__						:       Optional[int]           =   self.get_rust_tokenizer(add_prefix_space=SCREAMING_SNAKE_CASE__    )
											SCREAMING_SNAKE_CASE__						:       Dict           =   tokenizer.encode(SCREAMING_SNAKE_CASE__   ,       add_prefix_space=SCREAMING_SNAKE_CASE__    )
											SCREAMING_SNAKE_CASE__						:       List[Any]           =   rust_tokenizer.encode(SCREAMING_SNAKE_CASE__    )
											self.assertListEqual(SCREAMING_SNAKE_CASE__   ,       SCREAMING_SNAKE_CASE__    )

											# Testing the unknown token
											SCREAMING_SNAKE_CASE__						:       str           =   tokens + [rust_tokenizer.unk_token]
											SCREAMING_SNAKE_CASE__						:       Optional[Any]           =   [14, 15, 10, 9, 3, 2, 15, 19]
											self.assertListEqual(rust_tokenizer.convert_tokens_to_ids(SCREAMING_SNAKE_CASE__    )   ,       SCREAMING_SNAKE_CASE__    )



				def 	__magic_name__    (self   ,       *SCREAMING_SNAKE_CASE__   ,       **SCREAMING_SNAKE_CASE__    )					->		Dict:



											"""simple docstring"""




											pass



				def 	__magic_name__    (self   ,       SCREAMING_SNAKE_CASE__=15    )					->		List[str]:



											"""simple docstring"""




											for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
																		with self.subTest(F'''{tokenizer.__class__.__name__} ({pretrained_name})'''    ):
																									SCREAMING_SNAKE_CASE__						:       Tuple           =   self.rust_tokenizer_class.from_pretrained(SCREAMING_SNAKE_CASE__   ,       **SCREAMING_SNAKE_CASE__    )

																									# Simple input
																									SCREAMING_SNAKE_CASE__						:       Any           =   """This is a simple input"""
																									SCREAMING_SNAKE_CASE__						:       Tuple           =   ["""This is a simple input 1""", """This is a simple input 2"""]
																									SCREAMING_SNAKE_CASE__						:       Dict           =   ("""This is a simple input""", """This is a pair""")
																									SCREAMING_SNAKE_CASE__						:       Optional[int]           =   [
																									    ("""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(SCREAMING_SNAKE_CASE__   ,       tokenizer_r.encode   ,       SCREAMING_SNAKE_CASE__   ,       max_length=SCREAMING_SNAKE_CASE__   ,       padding="""max_length"""    )

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

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

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

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

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



				def 	__magic_name__    (self    )					->		Dict:



											"""simple docstring"""




											SCREAMING_SNAKE_CASE__						:       Optional[Any]           =   CodeGenTokenizer.from_pretrained(self.tmpdirname   ,       pad_token="""<pad>"""    )

											# Simple input
											SCREAMING_SNAKE_CASE__						:       str           =   """This is a simple input"""
											SCREAMING_SNAKE_CASE__						:       int           =   ["""This is a simple input looooooooong""", """This is a simple input"""]
											SCREAMING_SNAKE_CASE__						:       str           =   ("""This is a simple input""", """This is a pair""")
											SCREAMING_SNAKE_CASE__						:       List[Any]           =   [
											    ("""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__						:       Dict           =   tokenizer.pad_token_id

											SCREAMING_SNAKE_CASE__						:       Optional[Any]           =   tokenizer(SCREAMING_SNAKE_CASE__   ,       padding="""max_length"""   ,       max_length=30   ,       return_tensors="""np"""    )
											SCREAMING_SNAKE_CASE__						:       Optional[Any]           =   tokenizer(SCREAMING_SNAKE_CASE__   ,       padding=SCREAMING_SNAKE_CASE__   ,       truncate=SCREAMING_SNAKE_CASE__   ,       return_tensors="""np"""    )
											SCREAMING_SNAKE_CASE__						:       Dict           =   tokenizer(*SCREAMING_SNAKE_CASE__   ,       padding="""max_length"""   ,       max_length=60   ,       return_tensors="""np"""    )
											SCREAMING_SNAKE_CASE__						:       Optional[Any]           =   tokenizer(SCREAMING_SNAKE_CASE__   ,       padding=SCREAMING_SNAKE_CASE__   ,       truncate=SCREAMING_SNAKE_CASE__   ,       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    )					->		Union[str, Any]:



											"""simple docstring"""




											SCREAMING_SNAKE_CASE__						:       str           =   """$$$"""
											SCREAMING_SNAKE_CASE__						:       Optional[int]           =   CodeGenTokenizer.from_pretrained(self.tmpdirname   ,       bos_token=SCREAMING_SNAKE_CASE__   ,       add_bos_token=SCREAMING_SNAKE_CASE__    )

											SCREAMING_SNAKE_CASE__						:       Optional[int]           =   """This is a simple input"""
											SCREAMING_SNAKE_CASE__						:       List[str]           =   ["""This is a simple input 1""", """This is a simple input 2"""]

											SCREAMING_SNAKE_CASE__						:       Dict           =   tokenizer.bos_token_id

											SCREAMING_SNAKE_CASE__						:       Any           =   tokenizer(SCREAMING_SNAKE_CASE__    )
											SCREAMING_SNAKE_CASE__						:       Any           =   tokenizer(SCREAMING_SNAKE_CASE__    )

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

											SCREAMING_SNAKE_CASE__						:       Optional[int]           =   tokenizer.decode(out_s.input_ids    )
											SCREAMING_SNAKE_CASE__						:       int           =   tokenizer.batch_decode(out_sa.input_ids    )

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



				@slow
				def 	__magic_name__    (self    )					->		Tuple:



											"""simple docstring"""




											SCREAMING_SNAKE_CASE__						:       Optional[Any]           =   CodeGenTokenizer.from_pretrained("""Salesforce/codegen-350M-mono"""    )

											SCREAMING_SNAKE_CASE__						:       str           =   """\nif len_a > len_b:\n    result = a\nelse:\n    result = b\n\n\n\n#"""
											SCREAMING_SNAKE_CASE__						:       int           =   """\nif len_a > len_b:      result = a\nelse:      result = b"""

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



				def 	__magic_name__    (self    )					->		Dict:



											"""simple docstring"""




											pass










'''simple docstring'''







from ..utils import DummyObject, requires_backends


class 			_a  (	metaclass=__a ):
       __a				:     int   				=					["""flax""", """transformers"""]
       def __init__(	self						:	Optional[Any]   ,				*lowercase						:	str   ,				**lowercase						:	List[Any]				):



           '''simple docstring'''

           requires_backends(self   ,				['''flax''', '''transformers''']				)
       @classmethod
       def     A      (	cls						:	Union[str, Any]   ,				*lowercase						:	List[Any]   ,				**lowercase						:	List[str]				):



           '''simple docstring'''

           requires_backends(cls   ,				['''flax''', '''transformers''']				)







       @classmethod
       def     A      (	cls						:	Union[str, Any]   ,				*lowercase						:	Tuple   ,				**lowercase						:	int				):



           '''simple docstring'''

           requires_backends(cls   ,				['''flax''', '''transformers''']				)






class 			_a  (	metaclass=__a ):
       __a				:     int   				=					["""flax""", """transformers"""]
       def __init__(	self						:	int   ,				*lowercase						:	Tuple   ,				**lowercase						:	Dict				):



           '''simple docstring'''

           requires_backends(self   ,				['''flax''', '''transformers''']				)
       @classmethod
       def     A      (	cls						:	List[str]   ,				*lowercase						:	Optional[int]   ,				**lowercase						:	List[Any]				):



           '''simple docstring'''

           requires_backends(cls   ,				['''flax''', '''transformers''']				)







       @classmethod
       def     A      (	cls						:	Dict   ,				*lowercase						:	Union[str, Any]   ,				**lowercase						:	Union[str, Any]				):



           '''simple docstring'''

           requires_backends(cls   ,				['''flax''', '''transformers''']				)






class 			_a  (	metaclass=__a ):
       __a				:     int   				=					["""flax""", """transformers"""]
       def __init__(	self						:	Optional[int]   ,				*lowercase						:	Union[str, Any]   ,				**lowercase						:	Any				):



           '''simple docstring'''

           requires_backends(self   ,				['''flax''', '''transformers''']				)
       @classmethod
       def     A      (	cls						:	Union[str, Any]   ,				*lowercase						:	Tuple   ,				**lowercase						:	Any				):



           '''simple docstring'''

           requires_backends(cls   ,				['''flax''', '''transformers''']				)







       @classmethod
       def     A      (	cls						:	Any   ,				*lowercase						:	Dict   ,				**lowercase						:	Optional[Any]				):



           '''simple docstring'''

           requires_backends(cls   ,				['''flax''', '''transformers''']				)






class 			_a  (	metaclass=__a ):
       __a				:     Any   				=					["""flax""", """transformers"""]
       def __init__(	self						:	Any   ,				*lowercase						:	Optional[Any]   ,				**lowercase						:	Optional[int]				):



           '''simple docstring'''

           requires_backends(self   ,				['''flax''', '''transformers''']				)
       @classmethod
       def     A      (	cls						:	Dict   ,				*lowercase						:	Optional[Any]   ,				**lowercase						:	Optional[Any]				):



           '''simple docstring'''

           requires_backends(cls   ,				['''flax''', '''transformers''']				)







       @classmethod
       def     A      (	cls						:	Union[str, Any]   ,				*lowercase						:	str   ,				**lowercase						:	Any				):



           '''simple docstring'''

           requires_backends(cls   ,				['''flax''', '''transformers''']				)




