


"""simple docstring"""



import math
import unittest







def     __lowerCAmelCase		(		lowercase    :    int					)      ->		bool:


    """simple docstring"""





    assert isinstance(lowercase		,				lowercase					) 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(lowercase					) + 1					)		,				6					):
        if number % i == 0 or number % (i + 2) == 0:
            return False
    return True







class _lowerCAmelCase							( unittest.TestCase      ):







   def 					lowerCamelCase						(      self		)      ->						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		)      ->						Tuple:

       '''simple docstring'''




       with self.assertRaises(UpperCamelCase__		):
           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()









"""simple docstring"""



# Copyright 2023 The HuggingFace Inc. team. All rights reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
#     http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from ..models.whisper import WhisperForConditionalGeneration, WhisperProcessor
from .base import PipelineTool







class _lowerCAmelCase							( snake_case_      ):
   __UpperCAmelCase					:			List[str]				    =    '''openai/whisper-base'''
   __UpperCAmelCase					:			Any				    =    (
       '''This is a tool that transcribes an audio into text. It takes an input named `audio` and returns the '''
       '''transcribed text.'''
   )
   __UpperCAmelCase					:			Tuple				    =    '''transcriber'''
   __UpperCAmelCase					:			Union[str, Any]				    =    WhisperProcessor
   __UpperCAmelCase					:			str				    =    WhisperForConditionalGeneration

   __UpperCAmelCase					:			int				    =    ['''audio''']
   __UpperCAmelCase					:			Optional[int]				    =    ['''text''']







   def 					lowerCamelCase						(      self		,      UpperCamelCase__		)      ->						Tuple:

       '''simple docstring'''




       return self.pre_processor(UpperCamelCase__		,      return_tensors="pt"		).input_features







   def 					lowerCamelCase						(      self		,      UpperCamelCase__		)      ->						int:

       '''simple docstring'''




       return self.model.generate(inputs=UpperCamelCase__		)







   def 					lowerCamelCase						(      self		,      UpperCamelCase__		)      ->						Optional[Any]:

       '''simple docstring'''




       return self.pre_processor.batch_decode(UpperCamelCase__		,      skip_special_tokens=UpperCamelCase__		)[0]





