
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  UpperCamelCase__		(    snake_case__,			unittest.TestCase   ):







	'''simple docstring'''
	_lowerCAmelCase							       =				CodeGenTokenizer
	_lowerCAmelCase							       =				CodeGenTokenizerFast
	_lowerCAmelCase							       =				True
	_lowerCAmelCase							       =				{"""add_prefix_space""": True}
	_lowerCAmelCase							       =				False





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

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

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





	def   __snake_case				(			self				,       **UpperCamelCase__		):
					kwargs.update(self.special_tokens_map		)
					return CodeGenTokenizer.from_pretrained(self.tmpdirname				,       **UpperCAmelCase_		)





	def   __snake_case				(			self				,       **UpperCamelCase__		):
					kwargs.update(self.special_tokens_map		)
					return CodeGenTokenizerFast.from_pretrained(self.tmpdirname				,       **UpperCAmelCase_		)





	def   __snake_case				(			self				,       UpperCamelCase__		):
					A__  :	str         =							'''lower newer'''
					A__  :	Dict         =							'''lower newer'''
					return input_text, output_text





	def   __snake_case				(			self		):
					A__  :	Union[str, Any]         =							CodeGenTokenizer(self.vocab_file				,       self.merges_file				,       **self.special_tokens_map		)
					A__  :	Optional[Any]         =							'''lower newer'''
					A__  :	str         =							['''\u0120low''', '''er''', '''\u0120''', '''n''', '''e''', '''w''', '''er''']
					A__  :	List[Any]         =							tokenizer.tokenize(UpperCAmelCase_				,       add_prefix_space=UpperCAmelCase_		)
					self.assertListEqual(UpperCAmelCase_				,       UpperCAmelCase_		)

					A__  :	Tuple         =							tokens + [tokenizer.unk_token]
					A__  :	Dict         =							[14, 15, 10, 9, 3, 2, 15, 19]
					self.assertListEqual(tokenizer.convert_tokens_to_ids(UpperCAmelCase_		)				,       UpperCAmelCase_		)





	def   __snake_case				(			self		):



					if not self.test_rust_tokenizer:
									return

					A__  :	str         =							self.get_tokenizer()
					A__  :	Union[str, Any]         =							self.get_rust_tokenizer(add_prefix_space=UpperCAmelCase_		)

					A__  :	int         =							'''lower newer'''

					# Testing tokenization
					A__  :	Dict         =							tokenizer.tokenize(UpperCAmelCase_				,       add_prefix_space=UpperCAmelCase_		)
					A__  :	Optional[Any]         =							rust_tokenizer.tokenize(UpperCAmelCase_		)
					self.assertListEqual(UpperCAmelCase_				,       UpperCAmelCase_		)

					# Testing conversion to ids without special tokens
					A__  :	Optional[int]         =							tokenizer.encode(UpperCAmelCase_				,       add_special_tokens=UpperCAmelCase_				,       add_prefix_space=UpperCAmelCase_		)
					A__  :	Optional[int]         =							rust_tokenizer.encode(UpperCAmelCase_				,       add_special_tokens=UpperCAmelCase_		)
					self.assertListEqual(UpperCAmelCase_				,       UpperCAmelCase_		)

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

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





	def   __snake_case				(			self				,       *UpperCamelCase__				,       **UpperCamelCase__		):
					pass





	def   __snake_case				(			self				,       UpperCamelCase__=15		):



					for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
									with self.subTest(F"{tokenizer.__class__.__name__} ({pretrained_name})"		):
													A__  :	Union[str, Any]         =							self.rust_tokenizer_class.from_pretrained(UpperCAmelCase_				,       **UpperCAmelCase_		)

													# Simple input
													A__  :	List[Any]         =							'''This is a simple input'''
													A__  :	Tuple         =							['''This is a simple input 1''', '''This is a simple input 2''']
													A__  :	Union[str, Any]         =							('''This is a simple input''', '''This is a pair''')
													A__  :	List[Any]         =							[
													    ('''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(UpperCAmelCase_				,       tokenizer_r.encode				,       UpperCAmelCase_				,       max_length=UpperCAmelCase_				,       padding='''max_length'''		)

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

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

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

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

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





	def   __snake_case				(			self		):
					A__  :	List[str]         =							CodeGenTokenizer.from_pretrained(self.tmpdirname				,       pad_token='''<pad>'''		)

					# Simple input
					A__  :	List[str]         =							'''This is a simple input'''
					A__  :	str         =							['''This is a simple input looooooooong''', '''This is a simple input''']
					A__  :	Optional[int]         =							('''This is a simple input''', '''This is a pair''')
					A__  :	Optional[int]         =							[
					    ('''This is a simple input loooooong''', '''This is a simple input'''),
					    ('''This is a simple pair loooooong''', '''This is a simple pair'''),
					]

					A__  :	Dict         =							tokenizer.pad_token_id

					A__  :	str         =							tokenizer(UpperCAmelCase_				,       padding='''max_length'''				,       max_length=30				,       return_tensors='''np'''		)
					A__  :	int         =							tokenizer(UpperCAmelCase_				,       padding=UpperCAmelCase_				,       truncate=UpperCAmelCase_				,       return_tensors='''np'''		)
					A__  :	Dict         =							tokenizer(*UpperCAmelCase_				,       padding='''max_length'''				,       max_length=60				,       return_tensors='''np'''		)
					A__  :	Optional[int]         =							tokenizer(UpperCAmelCase_				,       padding=UpperCAmelCase_				,       truncate=UpperCAmelCase_				,       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   __snake_case				(			self		):
					A__  :	List[str]         =							'''$$$'''
					A__  :	Tuple         =							CodeGenTokenizer.from_pretrained(self.tmpdirname				,       bos_token=UpperCAmelCase_				,       add_bos_token=UpperCAmelCase_		)

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

					A__  :	Optional[int]         =							tokenizer.bos_token_id

					A__  :	Optional[Any]         =							tokenizer(UpperCAmelCase_		)
					A__  :	str         =							tokenizer(UpperCAmelCase_		)

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

					A__  :	str         =							tokenizer.decode(out_s.input_ids		)
					A__  :	Optional[Any]         =							tokenizer.batch_decode(out_sa.input_ids		)

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





	@slow
	def   __snake_case				(			self		):
					A__  :	List[Any]         =							CodeGenTokenizer.from_pretrained('''Salesforce/codegen-350M-mono'''		)

					A__  :	Optional[Any]         =							'''\nif len_a > len_b:\n    result = a\nelse:\n    result = b\n\n\n\n#'''
					A__  :	Optional[int]         =							'''\nif len_a > len_b:      result = a\nelse:      result = b'''

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





	def   __snake_case				(			self		):
					pass

def 				SCREAMING_SNAKE_CASE     (      ) ->       Optional[int]:

				"""simple docstring"""







				A__  :	Optional[Any]         =							0
				for i in range(1							,						10_01       ):
								total += i**i
				return str(__UpperCamelCase       )[-10:]


if __name__ == "__main__":
					print(solution())