




"""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 typing import TYPE_CHECKING

from ..models.auto import AutoModelForVisionaSeq
from ..utils import requires_backends
from .base import PipelineTool


if TYPE_CHECKING:
   from PIL import Image





class 	lowerCamelCase_							(				__lowerCamelCase ):


 '''simple docstring'''







 lowercase_       =   """Salesforce/blip-image-captioning-base"""
 lowercase_       =   (
     """This is a tool that generates a description of an image. It takes an input named `image` which should be the """
     """image to caption, and returns a text that contains the description in English."""
 )
 lowercase_       =   """image_captioner"""
 lowercase_       =   AutoModelForVisionaSeq

 lowercase_       =   ["""image"""]
 lowercase_       =   ["""text"""]



 def __init__(							self  :		Optional[int]    ,    *_lowerCAmelCase  :		List[Any]    ,    **_lowerCAmelCase  :		Any						):
       requires_backends(self    ,    ['vision']						)
       super().__init__(*__lowercase    ,    **__lowercase						)



 def 				lowerCAmelCase_  (							self  :		List[str]    ,    _lowerCAmelCase  :		"Image"						):
       return self.pre_processor(images=__lowercase    ,    return_tensors='pt'						)



 def 				lowerCAmelCase_  (							self  :		Optional[Any]    ,    _lowerCAmelCase  :		Dict						):
       return self.model.generate(**__lowercase						)




 def 				lowerCAmelCase_  (							self  :		Tuple    ,    _lowerCAmelCase  :		List[Any]						):
       return self.pre_processor.batch_decode(__lowercase    ,    skip_special_tokens=__lowercase						)[0].strip()





import random
from typing import Any

def  UpperCAmelCase_							(				__UpperCAmelCase						:     list							) ->			list[Any]:
      for _ in range(len(__UpperCAmelCase							)							):
            SCREAMING_SNAKE_CASE_     						=      random.randint(0      ,      len(__UpperCAmelCase							) - 1							)
            SCREAMING_SNAKE_CASE_     						=      random.randint(0      ,      len(__UpperCAmelCase							) - 1							)
            SCREAMING_SNAKE_CASE_						,			SCREAMING_SNAKE_CASE_     						=      data[b], data[a]
      return data


if __name__ == "__main__":
   lowerCamelCase__			:       Union[str, Any]         =							[0, 1, 2, 3, 4, 5, 6, 7]
   lowerCamelCase__			:       Optional[int]         =							['python', 'says', 'hello', '!']
   print('Fisher-Yates Shuffle:')
   print('List', integers, strings)
   print('FY Shuffle', fisher_yates_shuffle(integers), fisher_yates_shuffle(strings))