




'''simple docstring'''


import json
import os
import unittest

from transformers import CLIPTokenizer, CLIPTokenizerFast
from transformers.models.clip.tokenization_clip import VOCAB_FILES_NAMES
from transformers.testing_utils import require_ftfy, require_tokenizers

from ...test_tokenization_common import TokenizerTesterMixin

@require_tokenizers
class     A					(	_a  ,unittest.TestCase					):
							lowercase_           =       CLIPTokenizer
							lowercase_           =       CLIPTokenizerFast
							lowercase_           =       True
							lowercase_           =       {}
							lowercase_           =       False







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


														"""simple docstring"""


														super().setUp()

														# fmt: off
														_a			  =       ['''l''', '''o''', '''w''', '''e''', '''r''', '''s''', '''t''', '''i''', '''d''', '''n''', '''lo''', '''l</w>''', '''w</w>''', '''r</w>''', '''t</w>''', '''low</w>''', '''er</w>''', '''lowest</w>''', '''newer</w>''', '''wider''', '''<unk>''', '''<|startoftext|>''', '''<|endoftext|>''']
														# fmt: on
														_a			  =       dict(zip(lowerCAmelCase_							,    range(len(lowerCAmelCase_      )      )      )      )
														_a			  =       ['''#version: 0.2''', '''l o''', '''lo w</w>''', '''e r</w>''']
														_a			  =       {'''unk_token''': '''<unk>'''}

														_a			  =       os.path.join(self.tmpdirname							,    VOCAB_FILES_NAMES['''vocab_file''']      )
														_a			  =       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 :						str							,    **lowerCAmelCase_ :						str      )    ->							List[str]:


														"""simple docstring"""


														kwargs.update(self.special_tokens_map      )
														return CLIPTokenizer.from_pretrained(self.tmpdirname							,    **lowerCAmelCase_      )







							def      __lowerCAmelCase    (						self :						Dict							,    **lowerCAmelCase_ :						Optional[Any]      )    ->							int:


														"""simple docstring"""


														kwargs.update(self.special_tokens_map      )
														return CLIPTokenizerFast.from_pretrained(self.tmpdirname							,    **lowerCAmelCase_      )







							def      __lowerCAmelCase    (						self :						Optional[Any]							,    lowerCAmelCase_ :						List[Any]      )    ->							Union[str, Any]:


														"""simple docstring"""


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







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


														"""simple docstring"""


														_a			  =       CLIPTokenizer(self.vocab_file							,    self.merges_file							,    **self.special_tokens_map      )
														_a			  =       '''lower newer'''
														_a			  =       ['''lo''', '''w''', '''er</w>''', '''n''', '''e''', '''w''', '''er</w>''']
														_a			  =       tokenizer.tokenize(lowerCAmelCase_      )
														self.assertListEqual(lowerCAmelCase_							,    lowerCAmelCase_      )

														_a			  =       tokens + [tokenizer.unk_token]
														_a			  =       [10, 2, 16, 9, 3, 2, 16, 20]
														self.assertListEqual(tokenizer.convert_tokens_to_ids(lowerCAmelCase_      )							,    lowerCAmelCase_      )







							@require_ftfy
							def      __lowerCAmelCase    (						self :						Union[str, Any]      )    ->							Optional[int]:


														"""simple docstring"""


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

																												_a			  =       '''A\n\'ll 11p223RF☆ho!!to?\'d\'d\'\'d of a cat to-$\'\'d.'''
																												_a			  =       tokenizer_s.tokenize(lowerCAmelCase_      )
																												_a			  =       tokenizer_r.tokenize(lowerCAmelCase_      )

																												self.assertListEqual(lowerCAmelCase_							,    lowerCAmelCase_      )

																												# Test that the tokenization is identical on an example containing a character (Latin Small Letter A
																												# with Tilde) encoded in 2 different ways
																												_a			  =       '''xa\u0303y''' + ''' ''' + '''x\xe3y'''
																												_a			  =       tokenizer_s.tokenize(lowerCAmelCase_      )
																												_a			  =       tokenizer_r.tokenize(lowerCAmelCase_      )

																												self.assertListEqual(lowerCAmelCase_							,    lowerCAmelCase_      )

																												# Test that the tokenization is identical on unicode of space type
																												_a			  =       [
																												    '''\u0009''',  # (horizontal tab, '\t')
																												    '''\u000B''',  # (vertical tab)
																												    '''\u000C''',  # (form feed)
																												    '''\u0020''',  # (space, ' ')
																												    '''\u200E''',  # (left-to-right mark):w
																												    '''\u200F''',  # (right-to-left mark)
																												]
																												for unicode_seq in spaces_unicodes:
																																			_a			  =       tokenizer_s.tokenize(lowerCAmelCase_      )
																																			_a			  =       tokenizer_r.tokenize(lowerCAmelCase_      )

																																			self.assertListEqual(lowerCAmelCase_							,    lowerCAmelCase_      )

																												# Test that the tokenization is identical on unicode of line break type
																												_a			  =       [
																												    '''\u000A''',  # (line feed, '\n')
																												    '''\r\n''',  # (carriage return and line feed, '\r\n')
																												    '''\u000D''',  # (carriage return, '\r')
																												    '''\r''',  # (carriage return, '\r')
																												    '''\u000D''',  # (carriage return, '\r')
																												    '''\u2028''',  # (line separator)
																												    '''\u2029''',  # (paragraph separator)
																												    # "\u0085", # (next line)
																												]

																												# The tokenization is not identical for the character "\u0085" (next line). The slow version using ftfy transforms
																												# it into the Horizontal Ellipsis character "…" ("\u2026") while the fast version transforms it into a
																												# space (and thus into an empty list).

																												for unicode_seq in line_break_unicodes:
																																			_a			  =       tokenizer_s.tokenize(lowerCAmelCase_      )
																																			_a			  =       tokenizer_r.tokenize(lowerCAmelCase_      )

																																			self.assertListEqual(lowerCAmelCase_							,    lowerCAmelCase_      )







							def      __lowerCAmelCase    (						self :						Dict      )    ->							Dict:


														"""simple docstring"""


														for tokenizer, pretrained_name, kwargs in self.tokenizers_list:
																					with self.subTest(F'{tokenizer.__class__.__name__} ({pretrained_name})'      ):
																												_a			  =       '''hello'''  # `hello` is a token in the vocabulary of `pretrained_name`
																												_a			  =       F'{text_of_1_token} {text_of_1_token}'

																												_a			  =       self.rust_tokenizer_class.from_pretrained(
																												    lowerCAmelCase_							,    use_fast=lowerCAmelCase_							,    )
																												_a			  =       tokenizer_r(lowerCAmelCase_							,    return_offsets_mapping=lowerCAmelCase_							,    add_special_tokens=lowerCAmelCase_      )
																												self.assertEqual(encoding.offset_mapping[0]							,    (0, len(lowerCAmelCase_      ))      )
																												self.assertEqual(
																												    encoding.offset_mapping[1]							,    (len(lowerCAmelCase_      ) + 1, len(lowerCAmelCase_      ) + 1 + len(lowerCAmelCase_      ))							,    )

																												_a			  =       F' {text}'

																												_a			  =       self.rust_tokenizer_class.from_pretrained(
																												    lowerCAmelCase_							,    use_fast=lowerCAmelCase_							,    )
																												_a			  =       tokenizer_r(lowerCAmelCase_							,    return_offsets_mapping=lowerCAmelCase_							,    add_special_tokens=lowerCAmelCase_      )
																												self.assertEqual(encoding.offset_mapping[0]							,    (1, 1 + len(lowerCAmelCase_      ))      )
																												self.assertEqual(
																												    encoding.offset_mapping[1]							,    (1 + len(lowerCAmelCase_      ) + 1, 1 + len(lowerCAmelCase_      ) + 1 + len(lowerCAmelCase_      ))							,    )







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


														"""simple docstring"""


														with self.assertRaises(lowerCAmelCase_      ) as context:
																					self.rust_tokenizer_class.from_pretrained('''robot-test/old-clip-tokenizer'''      )

														self.assertTrue(
														    context.exception.args[0].startswith(
														        '''The `backend_tokenizer` provided does not match the expected format.'''      )      )







							@require_ftfy
							def      __lowerCAmelCase    (						self :						Optional[int]      )    ->							List[Any]:


														"""simple docstring"""


														super().test_tokenization_python_rust_equals()







							def      __lowerCAmelCase    (						self :						Dict      )    ->							int:


														"""simple docstring"""


														pass







'''simple docstring'''


import math
import unittest
def 	snake_case_					(UpperCamelCase :						int   ):





							'''simple docstring'''


							assert isinstance(UpperCamelCase				,		UpperCamelCase   ) and (
							    number >= 0
							), "'number' must been an int and positive"

							if 1 < number < 4:
														# 2 and 3 are primes
														return True
							elif number < 2 or number % 2 == 0 or number % 3 == 0:
														# Negatives, 0, 1, all even numbers, all multiples of 3 are not primes
														return False

							# All primes number are in format of 6k +/- 1
							for i in range(5				,		int(math.sqrt(UpperCamelCase   ) + 1   )				,		6   ):
														if number % i == 0 or number % (i + 2) == 0:
																					return False
							return True

class     A					(	unittest.TestCase					):







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


														"""simple docstring"""


														self.assertTrue(is_prime(2      )      )
														self.assertTrue(is_prime(3      )      )
														self.assertTrue(is_prime(5      )      )
														self.assertTrue(is_prime(7      )      )
														self.assertTrue(is_prime(11      )      )
														self.assertTrue(is_prime(13      )      )
														self.assertTrue(is_prime(17      )      )
														self.assertTrue(is_prime(19      )      )
														self.assertTrue(is_prime(23      )      )
														self.assertTrue(is_prime(29      )      )







							def      __lowerCAmelCase    (						self :						Any      )    ->							Dict:


														"""simple docstring"""


														with self.assertRaises(lowerCAmelCase_      ):
																					is_prime(-19      )
														self.assertFalse(
														    is_prime(0      )							,    '''Zero doesn\'t have any positive factors, primes must have exactly two.'''							,    )
														self.assertFalse(
														    is_prime(1      )							,    '''One only has 1 positive factor, primes must have exactly two.'''							,    )
														self.assertFalse(is_prime(2 * 2      )      )
														self.assertFalse(is_prime(2 * 3      )      )
														self.assertFalse(is_prime(3 * 3      )      )
														self.assertFalse(is_prime(3 * 5      )      )
														self.assertFalse(is_prime(3 * 5 * 7      )      )


if __name__ == "__main__":
				unittest.main()

