






'''simple docstring'''

class     a_						:

  def __init__(				self      ,		_SCREAMING_SNAKE_CASE				)  ->				List[str]:



        """simple docstring"""






        UpperCamelCase      = val
        UpperCamelCase      = None
        UpperCamelCase      = None


  def   A__						(				self      ,		_SCREAMING_SNAKE_CASE				)  ->				Optional[int]:



        """simple docstring"""






        if self.val:
              if val < self.val:
                    if self.left is None:
                          UpperCamelCase      = Node(_SCREAMING_SNAKE_CASE				)
                    else:
                          self.left.insert(_SCREAMING_SNAKE_CASE				)
              elif val > self.val:
                    if self.right is None:
                          UpperCamelCase      = Node(_SCREAMING_SNAKE_CASE				)
                    else:
                          self.right.insert(_SCREAMING_SNAKE_CASE				)
        else:
              UpperCamelCase      = val







def    lowercase__			(				__UpperCamelCase		,						__UpperCamelCase   )->			Dict:
      # Recursive traversal
      if root:
            inorder(root.left		,						_lowerCAmelCase   )
            res.append(root.val   )
            inorder(root.right		,						_lowerCAmelCase   )







def    lowercase__			(				__UpperCamelCase   )->			List[Any]:
      # Build BST
      if len(_lowerCAmelCase   ) == 0:
            return arr
      UpperCamelCase      = Node(arr[0]   )
      for i in range(1		,						len(_lowerCAmelCase   )   ):
            root.insert(arr[i]   )
      # Traverse BST in order.
      UpperCamelCase      = []
      inorder(_lowerCAmelCase		,						_lowerCAmelCase   )
      return res


if __name__ == "__main__":
     print(tree_sort([1_0, 1, 3, 2, 9, 1_4, 1_3]))










'''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     a_						(      lowerCamelCase    ):
  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      ,		*_SCREAMING_SNAKE_CASE      ,		**_SCREAMING_SNAKE_CASE				)  ->				Any:



        """simple docstring"""






        requires_backends(self      ,		["""vision"""]				)
        super().__init__(*_SCREAMING_SNAKE_CASE      ,		**_SCREAMING_SNAKE_CASE				)

  def   A__						(				self      ,		_SCREAMING_SNAKE_CASE				)  ->				str:



        """simple docstring"""






        return self.pre_processor(images=_SCREAMING_SNAKE_CASE      ,		return_tensors="""pt"""				)

  def   A__						(				self      ,		_SCREAMING_SNAKE_CASE				)  ->				str:



        """simple docstring"""






        return self.model.generate(**_SCREAMING_SNAKE_CASE				)


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



        """simple docstring"""






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