



'''simple docstring'''






from __future__ import annotations

# This is the precision for this function which can be altered.
# It is recommended for users to keep this number greater than or equal to 10.
UpperCamelCase__:  Dict				      =     10


def 					snake_case_	(   _lowerCAmelCase    :		Optional[int]  , _lowerCAmelCase    :		int  , _lowerCAmelCase    :		Union[str, Any]  , _lowerCAmelCase    :		str    ) ->  int:






							for i in range(lowercase_  , lowercase_    ):
														if array[i] == target:
																					return i
							return -1


def 					snake_case_	(   _lowerCAmelCase    :		Union[str, Any]  , _lowerCAmelCase    :		int    ) ->  int:
							UpperCAmelCase					:			Any									=						0
							UpperCAmelCase					:			List[Any]									=						len(lowercase_    )
							while left <= right:
														if right - left < precision:
																					return lin_search(lowercase_  , lowercase_  , lowercase_  , lowercase_    )

														UpperCAmelCase					:			Dict									=						(left + right) // 3 + 1
														UpperCAmelCase					:			Union[str, Any]									=						2 * (left + right) // 3 + 1

														if array[one_third] == target:
																					return one_third
														elif array[two_third] == target:
																					return two_third

														elif target < array[one_third]:
																					UpperCAmelCase					:			Any									=						one_third - 1
														elif array[two_third] < target:
																					UpperCAmelCase					:			Tuple									=						two_third + 1

														else:
																					UpperCAmelCase					:			Dict									=						one_third + 1
																					UpperCAmelCase					:			Union[str, Any]									=						two_third - 1
							else:
														return -1


def 					snake_case_	(   _lowerCAmelCase    :		Optional[Any]  , _lowerCAmelCase    :		List[Any]  , _lowerCAmelCase    :		Union[str, Any]  , _lowerCAmelCase    :		List[Any]    ) ->  int:






							if left < right:
														if right - left < precision:
																					return lin_search(lowercase_  , lowercase_  , lowercase_  , lowercase_    )
														UpperCAmelCase					:			Union[str, Any]									=						(left + right) // 3 + 1
														UpperCAmelCase					:			Optional[Any]									=						2 * (left + right) // 3 + 1

														if array[one_third] == target:
																					return one_third
														elif array[two_third] == target:
																					return two_third

														elif target < array[one_third]:
																					return rec_ternary_search(lowercase_  , one_third - 1  , lowercase_  , lowercase_    )
														elif array[two_third] < target:
																					return rec_ternary_search(two_third + 1  , lowercase_  , lowercase_  , lowercase_    )
														else:
																					return rec_ternary_search(one_third + 1  , two_third - 1  , lowercase_  , lowercase_    )
							else:
														return -1


if __name__ == "__main__":
						import doctest

						doctest.testmod()

						UpperCamelCase__:  str				      =     input("Enter numbers separated by comma:\n").strip()
						UpperCamelCase__:  Dict				      =     [int(item.strip()) for item in user_input.split(",")]
						assert collection == sorted(collection), F"List must be ordered.\n{collection}."
						UpperCamelCase__:  List[Any]				      =     int(input("Enter the number to be found in the list:\n").strip())
						UpperCamelCase__:  Union[str, Any]				      =     ite_ternary_search(collection, target)
						UpperCamelCase__:  Optional[Any]				      =     rec_ternary_search(0, len(collection) - 1, collection, target)
						if resulta != -1:
												print(F"Iterative search: {target} found at positions: {resulta}")
												print(F"Recursive search: {target} found at positions: {resulta}")
						else:
												print("Not found")







# Copyright 2021 The HuggingFace 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.

import argparse

from ...utils.dataclasses import (
    ComputeEnvironment,
    DistributedType,
    DynamoBackend,
    PrecisionType,
    SageMakerDistributedType,
)
from ..menu import BulletMenu


lowerCamelCase__     :		Optional[int]        = [
    """EAGER""",
    """AOT_EAGER""",
    """INDUCTOR""",
    """NVFUSER""",
    """AOT_NVFUSER""",
    """AOT_CUDAGRAPHS""",
    """OFI""",
    """FX2TRT""",
    """ONNXRT""",
    """IPEX""",
]

def 		UpperCamelCase						(   lowercase_			,			lowercase_=None			,			lowercase_=None			,			lowercase_=None )		->						Optional[Any]:


  '''simple docstring'''






  lowercase__	: List[Any]     		=   True
  while ask_again:
    lowercase__	: Tuple     		=   input(lowercase_ )
    try:
      if default is not None and len(lowercase_ ) == 0:
        return default
      return convert_value(lowercase_ ) if convert_value is not None else result
    except Exception:
      if error_message is not None:
        print(lowercase_ )

def 		UpperCamelCase						(   lowercase_			,			lowercase_=[]			,			lowercase_=None			,			lowercase_=0 )		->						Union[str, Any]:


  '''simple docstring'''






  lowercase__	: List[Any]     		=   BulletMenu(lowercase_			,			lowercase_ )
  lowercase__	: Any     		=   menu.run(default_choice=lowercase_ )
  return convert_value(lowercase_ ) if convert_value is not None else result

def 		UpperCamelCase						(   lowercase_ )		->						str:


  '''simple docstring'''






  lowercase__	: Union[str, Any]     		=   int(lowercase_ )
  return ComputeEnvironment(["""LOCAL_MACHINE""", """AMAZON_SAGEMAKER"""][value] )

def 		UpperCamelCase						(   lowercase_ )		->						Optional[int]:


  '''simple docstring'''






  lowercase__	: List[str]     		=   int(lowercase_ )
  return DistributedType(["""NO""", """MULTI_CPU""", """MULTI_XPU""", """MULTI_GPU""", """MULTI_NPU""", """TPU"""][value] )

def 		UpperCamelCase						(   lowercase_ )		->						str:


  '''simple docstring'''






  lowercase__	: str     		=   int(lowercase_ )
  return DynamoBackend(DYNAMO_BACKENDS[value] ).value

def 		UpperCamelCase						(   lowercase_ )		->						Union[str, Any]:


  '''simple docstring'''






  lowercase__	: List[Any]     		=   int(lowercase_ )
  return PrecisionType(["""no""", """fp16""", """bf16""", """fp8"""][value] )

def 		UpperCamelCase						(   lowercase_ )		->						Optional[int]:


  '''simple docstring'''






  lowercase__	: List[Any]     		=   int(lowercase_ )
  return SageMakerDistributedType(["""NO""", """DATA_PARALLEL""", """MODEL_PARALLEL"""][value] )

def 		UpperCamelCase						(   lowercase_ )		->						Optional[int]:


  '''simple docstring'''






  return {"yes": True, "no": False}[value.lower()]



class    _snake_case (						argparse.RawDescriptionHelpFormatter				):


 def   lowercase__  (       self       ,	SCREAMING_SNAKE_CASE_       ,	SCREAMING_SNAKE_CASE_       ,	SCREAMING_SNAKE_CASE_       ,	SCREAMING_SNAKE_CASE_):


   '''simple docstring'''




   lowercase__	: int     		=   super()._format_usage(SCREAMING_SNAKE_CASE_       ,	SCREAMING_SNAKE_CASE_       ,	SCREAMING_SNAKE_CASE_       ,	SCREAMING_SNAKE_CASE_)
   lowercase__	: Optional[Any]     		=   usage.replace("""<command> [<args>] """       ,	"""""")
   return usage






