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_      (     lowerCAmelCase       ,      unittest.TestCase   ):



				"""simple docstring"""
				_lowerCAmelCase       :      List[str]     					=  CodeGenTokenizer
				_lowerCAmelCase       :      Any     					=  CodeGenTokenizerFast
				_lowerCAmelCase       :      Union[str, Any]     					=  True
				_lowerCAmelCase       :      str     					=  {"""add_prefix_space""": True}
				_lowerCAmelCase       :      Tuple     					=  False

				def 						snake_case	(			self      ):






										"""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(lowerCAmelCase						,      range(len(lowerCAmelCase      )      )      )      )
										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(lowerCAmelCase      ) + '\n'      )
										with open(self.merges_file						,      'w'						,      encoding='utf-8'      ) as fp:
																fp.write('\n'.join(lowerCAmelCase      )      )

				def 						snake_case	(			self						,      **lowerCAmelCase      ):






										"""simple docstring"""

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

				def 						snake_case	(			self						,      **lowerCAmelCase      ):






										"""simple docstring"""

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

				def 						snake_case	(			self						,      lowerCAmelCase      ):






										"""simple docstring"""

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

				def 						snake_case	(			self      ):






										"""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(lowerCAmelCase						,      add_prefix_space=lowerCAmelCase      )
										self.assertListEqual(lowerCAmelCase						,      lowerCAmelCase      )

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

				def 						snake_case	(			self      ):






										"""simple docstring"""

										if not self.test_rust_tokenizer:
																return

										snake_case        =     self.get_tokenizer()
										snake_case        =     self.get_rust_tokenizer(add_prefix_space=lowerCAmelCase      )

										snake_case        =     'lower newer'

										# Testing tokenization
										snake_case        =     tokenizer.tokenize(lowerCAmelCase						,      add_prefix_space=lowerCAmelCase      )
										snake_case        =     rust_tokenizer.tokenize(lowerCAmelCase      )
										self.assertListEqual(lowerCAmelCase						,      lowerCAmelCase      )

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

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

										# 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(lowerCAmelCase      )						,      lowerCAmelCase      )

				def 						snake_case	(			self						,      *lowerCAmelCase						,      **lowerCAmelCase      ):






										"""simple docstring"""

										pass

				def 						snake_case	(			self						,      lowerCAmelCase=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(lowerCAmelCase						,      **lowerCAmelCase      )

																						# 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(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 						snake_case	(			self      ):






										"""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(lowerCAmelCase						,      padding='max_length'						,      max_length=30						,      return_tensors='np'      )
										snake_case        =     tokenizer(lowerCAmelCase						,      padding=lowerCAmelCase						,      truncate=lowerCAmelCase						,      return_tensors='np'      )
										snake_case        =     tokenizer(*lowerCAmelCase						,      padding='max_length'						,      max_length=60						,      return_tensors='np'      )
										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]						,      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      ):






										"""simple docstring"""

										snake_case        =     '$$$'
										snake_case        =     CodeGenTokenizer.from_pretrained(self.tmpdirname						,      bos_token=lowerCAmelCase						,      add_bos_token=lowerCAmelCase      )

										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(lowerCAmelCase      )
										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      )      )

										snake_case        =     tokenizer.decode(out_s.input_ids      )
										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 						snake_case	(			self      ):






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

				def 						snake_case	(			self      ):






										"""simple docstring"""

										pass



"""simple docstring"""
import secrets
from random import shuffle
from string import ascii_letters, ascii_lowercase, ascii_uppercase, digits, punctuation





def 				lowerCAmelCase__      (     _UpperCamelCase    :			int = 8   )   ->			str:





						"""simple docstring"""






						snake_case        =     ascii_letters + digits + punctuation
						return "".join(secrets.choice(_UpperCamelCase   ) for _ in range(_UpperCamelCase   )   )





def 				lowerCAmelCase__      (     _UpperCamelCase    :			str	,     _UpperCamelCase    :			int   )   ->			str:





						"""simple docstring"""






						i -= len(_UpperCamelCase   )
						snake_case        =     i // 3
						snake_case        =     i % 3
						# chars = chars_incl + random_letters(ascii_letters, i / 3 + remainder) +
						#     random_number(digits, i / 3) + random_characters(punctuation, i / 3)
						snake_case        =     (
						    chars_incl
						    + random(_UpperCamelCase	,     quotient + remainder   )
						    + random(_UpperCamelCase	,     _UpperCamelCase   )
						    + random(_UpperCamelCase	,     _UpperCamelCase   )
						)
						snake_case        =     list(_UpperCamelCase   )
						shuffle(_UpperCamelCase   )
						return "".join(_UpperCamelCase   )

						# random is a generalised function for letters, characters and numbers





def 				lowerCAmelCase__      (     _UpperCamelCase    :			str	,     _UpperCamelCase    :			int   )   ->			str:





						"""simple docstring"""






						return "".join(secrets.choice(_UpperCamelCase   ) for _ in range(_UpperCamelCase   )   )





def 				lowerCAmelCase__      (     _UpperCamelCase    :			Optional[Any]	,     _UpperCamelCase    :			Optional[Any]   )   ->			List[Any]:





						"""simple docstring"""






						pass  # Put your code here...





def 				lowerCAmelCase__      (     _UpperCamelCase    :			Union[str, Any]	,     _UpperCamelCase    :			Optional[Any]   )   ->			Any:





						"""simple docstring"""






						pass  # Put your code here...





def 				lowerCAmelCase__      (     _UpperCamelCase    :			Dict	,     _UpperCamelCase    :			Optional[Any]   )   ->			Union[str, Any]:





						"""simple docstring"""






						pass  # Put your code here...





def 				lowerCAmelCase__      (     _UpperCamelCase    :			str	,     _UpperCamelCase    :			int = 8   )   ->			bool:





						"""simple docstring"""






						if len(_UpperCamelCase   ) < min_length:
												# Your Password must be at least 8 characters long
												return False

						snake_case        =     any(char in ascii_uppercase for char in password   )
						snake_case        =     any(char in ascii_lowercase for char in password   )
						snake_case        =     any(char in digits for char in password   )
						snake_case        =     any(char in punctuation for char in password   )

						return upper and lower and num and spec_char
						# Passwords should contain UPPERCASE, lowerase
						# numbers, and special characters





def 				lowerCAmelCase__      (     )   ->			Any:





						"""simple docstring"""






						snake_case        =     int(input('Please indicate the max length of your password: '   ).strip()   )
						snake_case        =     input(
						    'Please indicate the characters that must be in your password: '   ).strip()
						print('Password generated:'	,     password_generator(_UpperCamelCase   )   )
						print(
						    'Alternative Password generated:'	,     alternative_password_generator(_UpperCamelCase	,     _UpperCamelCase   )	,     )
						print('[If you are thinking of using this passsword, You better save it.]'   )


if __name__ == "__main__":
					main()


