



from collections.abc import Sequence
from queue import Queue

class       _SCREAMING_SNAKE_CASE	:





     def __init__(       self :							Any     ,  UpperCamelCase :							Optional[int]     ,  UpperCamelCase :							Dict     ,  UpperCamelCase :							Tuple     ,  UpperCamelCase :							int=None     ,  UpperCamelCase :							Optional[int]=None				)->int:
      __SCREAMING_SNAKE_CASE       :    Tuple       =	start
      __SCREAMING_SNAKE_CASE       :    str       =	end
      __SCREAMING_SNAKE_CASE       :    Tuple       =	val
      __SCREAMING_SNAKE_CASE       :    int       =	(start + end) // 2
      __SCREAMING_SNAKE_CASE       :    Tuple       =	left
      __SCREAMING_SNAKE_CASE       :    Optional[Any]       =	right






     def __repr__(       self :							Dict				)->List[Any]:
      return F"""SegmentTreeNode(start={self.start}, end={self.end}, val={self.val})"""






class       _SCREAMING_SNAKE_CASE	:





     def __init__(       self :							Optional[int]     ,  UpperCamelCase :							Sequence     ,  UpperCamelCase :							Any				)->Any:
      __SCREAMING_SNAKE_CASE       :    Optional[Any]       =	collection
      __SCREAMING_SNAKE_CASE       :    str       =	function
      if self.collection:
       __SCREAMING_SNAKE_CASE       :    Optional[int]       =	self._build_tree(0     ,  len(UpperCamelCase				) - 1				)





     def 	__snake_case    (       self :							int     ,  UpperCamelCase :							Optional[int]     ,  UpperCamelCase :							str				)->Dict:
      self._update_tree(self.root     ,  UpperCamelCase     ,  UpperCamelCase				)





     def 	__snake_case    (       self :							str     ,  UpperCamelCase :							List[str]     ,  UpperCamelCase :							List[Any]				)->List[str]:
      return self._query_range(self.root     ,  UpperCamelCase     ,  UpperCamelCase				)





     def 	__snake_case    (       self :							int     ,  UpperCamelCase :							Optional[Any]     ,  UpperCamelCase :							Union[str, Any]				)->List[str]:
      if start == end:
       return SegmentTreeNode(UpperCamelCase     ,  UpperCamelCase     ,  self.collection[start]				)
      __SCREAMING_SNAKE_CASE       :    Dict       =	(start + end) // 2
      __SCREAMING_SNAKE_CASE       :    Dict       =	self._build_tree(UpperCamelCase     ,  UpperCamelCase				)
      __SCREAMING_SNAKE_CASE       :    Tuple       =	self._build_tree(mid + 1     ,  UpperCamelCase				)
      return SegmentTreeNode(UpperCamelCase     ,  UpperCamelCase     ,  self.fn(left.val     ,  right.val				)     ,  UpperCamelCase     ,  UpperCamelCase				)





     def 	__snake_case    (       self :							Any     ,  UpperCamelCase :							int     ,  UpperCamelCase :							Tuple     ,  UpperCamelCase :							List[str]				)->Any:
      if node.start == i and node.end == i:
       __SCREAMING_SNAKE_CASE       :    str       =	val
       return
      if i <= node.mid:
       self._update_tree(node.left     ,  UpperCamelCase     ,  UpperCamelCase				)
      else:
       self._update_tree(node.right     ,  UpperCamelCase     ,  UpperCamelCase				)
      __SCREAMING_SNAKE_CASE       :    str       =	self.fn(node.left.val     ,  node.right.val				)





     def 	__snake_case    (       self :							Tuple     ,  UpperCamelCase :							List[str]     ,  UpperCamelCase :							List[str]     ,  UpperCamelCase :							List[Any]				)->Union[str, Any]:
      if node.start == i and node.end == j:
       return node.val

      if i <= node.mid:
       if j <= node.mid:
        # range in left child tree
        return self._query_range(node.left     ,  UpperCamelCase     ,  UpperCamelCase				)
       else:
        # range in left child tree and right child tree
        return self.fn(
            self._query_range(node.left     ,  UpperCamelCase     ,  node.mid				)     ,  self._query_range(node.right     ,  node.mid + 1     ,  UpperCamelCase				)     ,  )
      else:
       # range in right child tree
       return self._query_range(node.right     ,  UpperCamelCase     ,  UpperCamelCase				)






     def 	__snake_case    (       self :							Any				)->List[Any]:
      if self.root is not None:
       __SCREAMING_SNAKE_CASE       :    str       =	Queue()
       queue.put(self.root				)
       while not queue.empty():
        __SCREAMING_SNAKE_CASE       :    Dict       =	queue.get()
        yield node

        if node.left is not None:
         queue.put(node.left				)

        if node.right is not None:
         queue.put(node.right				)


if __name__ == "__main__":
      import operator

      for fn in [operator.add, max, min]:
            print("""*""" * 50)
            _lowerCamelCase						    =  SegmentTree([2, 1, 5, 3, 4], fn)
            for node in arr.traverse():
                  print(node)
            print()

            arr.update(1, 5)
            for node in arr.traverse():
                  print(node)
            print()

            print(arr.query_range(3, 4))  # 7
            print(arr.query_range(2, 2))  # 5
            print(arr.query_range(1, 3))  # 13
            print()











# 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.auto import AutoModelForSeqaSeqLM, AutoTokenizer
from .base import PipelineTool

class       _SCREAMING_SNAKE_CASE	(UpperCamelCase ):
     lowerCAmelCase					=			"""philschmid/bart-large-cnn-samsum"""
     lowerCAmelCase					=			(
         """This is a tool that summarizes an English text. It takes an input `text` containing the text to summarize, """
         """and returns a summary of the text."""
     )
     lowerCAmelCase					=			"""summarizer"""
     lowerCAmelCase					=			AutoTokenizer
     lowerCAmelCase					=			AutoModelForSeqaSeqLM

     lowerCAmelCase					=			["""text"""]
     lowerCAmelCase					=			["""text"""]





     def 	__snake_case    (       self :							Union[str, Any]     ,  UpperCamelCase :							Tuple				)->Tuple:
      return self.pre_processor(UpperCamelCase     ,  return_tensors="pt"     ,  truncation=UpperCamelCase				)





     def 	__snake_case    (       self :							Dict     ,  UpperCamelCase :							List[Any]				)->Optional[Any]:
      return self.model.generate(**UpperCamelCase				)[0]






     def 	__snake_case    (       self :							Tuple     ,  UpperCamelCase :							Dict				)->Optional[int]:
      return self.pre_processor.decode(UpperCamelCase     ,  skip_special_tokens=UpperCamelCase     ,  clean_up_tokenization_spaces=UpperCamelCase				)






