

from __future__ import annotations

import bisect

def       a__					(		UpperCAmelCase							:      int    ,			UpperCAmelCase							:      int    ,			UpperCAmelCase							:      Union[str, Any] = 0    ,			UpperCAmelCase							:      Optional[int] = -1      )  ->						int:

  if hi < 0:
    UpperCAmelCase	:							Optional[Any]						=			len(UpperCAmelCase      )

  while lo < hi:
    UpperCAmelCase	:							List[Any]						=			lo + (hi - lo) // 2
    if sorted_collection[mid] < item:
      UpperCAmelCase	:							Union[str, Any]						=			mid + 1
    else:
      UpperCAmelCase	:							Union[str, Any]						=			mid

  return lo

def       a__					(		UpperCAmelCase							:      Union[str, Any]    ,			UpperCAmelCase							:      List[str]    ,			UpperCAmelCase							:      Optional[Any] = 0    ,			UpperCAmelCase							:      List[Any] = -1      )  ->						int:

  if hi < 0:
    UpperCAmelCase	:							str						=			len(UpperCAmelCase      )

  while lo < hi:
    UpperCAmelCase	:							List[str]						=			lo + (hi - lo) // 2
    if sorted_collection[mid] <= item:
      UpperCAmelCase	:							str						=			mid + 1
    else:
      UpperCAmelCase	:							Dict						=			mid

  return lo

def       a__					(		UpperCAmelCase							:      Optional[Any]    ,			UpperCAmelCase							:      Dict    ,			UpperCAmelCase							:      str = 0    ,			UpperCAmelCase							:      Optional[int] = -1      )  ->						None:
  sorted_collection.insert(bisect_left(UpperCAmelCase    ,			UpperCAmelCase    ,			UpperCAmelCase    ,			UpperCAmelCase      )    ,			UpperCAmelCase      )

def       a__					(		UpperCAmelCase							:      List[Any]    ,			UpperCAmelCase							:      Tuple    ,			UpperCAmelCase							:      Optional[int] = 0    ,			UpperCAmelCase							:      Optional[int] = -1      )  ->						None:
  sorted_collection.insert(bisect_right(UpperCAmelCase    ,			UpperCAmelCase    ,			UpperCAmelCase    ,			UpperCAmelCase      )    ,			UpperCAmelCase      )

def       a__					(		UpperCAmelCase							:      Dict    ,			UpperCAmelCase							:      Optional[Any]      )  ->						int | None:
  UpperCAmelCase	:							Any						=			0
  UpperCAmelCase	:							int						=			len(UpperCAmelCase      ) - 1

  while left <= right:
    UpperCAmelCase	:							Optional[Any]						=			left + (right - left) // 2
    UpperCAmelCase	:							Any						=			sorted_collection[midpoint]
    if current_item == item:
      return midpoint
    elif item < current_item:
      UpperCAmelCase	:							Union[str, Any]						=			midpoint - 1
    else:
      UpperCAmelCase	:							List[str]						=			midpoint + 1
  return None

def       a__					(		UpperCAmelCase							:      Union[str, Any]    ,			UpperCAmelCase							:      Union[str, Any]      )  ->						int | None:
  UpperCAmelCase	:							Tuple						=			bisect.bisect_left(UpperCAmelCase    ,			UpperCAmelCase      )
  if index != len(UpperCAmelCase      ) and sorted_collection[index] == item:
    return index
  return None

def       a__					(		UpperCAmelCase							:      Any    ,			UpperCAmelCase							:      Any    ,			UpperCAmelCase							:      Optional[Any]    ,			UpperCAmelCase							:      int      )  ->						int | None:

  if right < left:
    return None

  UpperCAmelCase	:							Any						=			left + (right - left) // 2

  if sorted_collection[midpoint] == item:
    return midpoint
  elif sorted_collection[midpoint] > item:
    return binary_search_by_recursion(UpperCAmelCase    ,			UpperCAmelCase    ,			UpperCAmelCase    ,			midpoint - 1      )
  else:
    return binary_search_by_recursion(UpperCAmelCase    ,			UpperCAmelCase    ,			midpoint + 1    ,			UpperCAmelCase      )


if __name__ == "__main__":
     _lowerCamelCase    :       List[str]        =							input("Enter numbers separated by comma:\n").strip()
     _lowerCamelCase    :       Dict        =							sorted(int(item) for item in user_input.split(","))
     _lowerCamelCase    :       Optional[Any]        =							int(input("Enter a single number to be found in the list:\n"))
     _lowerCamelCase    :       Optional[int]        =							binary_search(collection, target)
     if result is None:
          print(f"""{target} was not found in {collection}.""")
     else:
          print(f"""{target} was found at position {result} in {collection}.""")








# 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
import os

from accelerate.utils import ComputeEnvironment

from .cluster import get_cluster_input
from .config_args import cache_dir, default_config_file, default_yaml_config_file, load_config_from_file  # noqa: F401
from .config_utils import _ask_field, _ask_options, _convert_compute_environment  # noqa: F401
from .sagemaker import get_sagemaker_input


_lowerCamelCase    :       Optional[Any]        =							"Launches a series of prompts to create and save a `default_config.yaml` configuration file for your training system. Should always be ran first on your machine"

def       a__					(		)  ->						List[Any]:
  UpperCAmelCase	:							Dict						=			_ask_options(
      '''In which compute environment are you running?'''    ,			['''This machine''', '''AWS (Amazon SageMaker)''']    ,			_convert_compute_environment    ,			)
  if compute_environment == ComputeEnvironment.AMAZON_SAGEMAKER:
    UpperCAmelCase	:							List[Any]						=			get_sagemaker_input()
  else:
    UpperCAmelCase	:							Optional[Any]						=			get_cluster_input()
  return config

def       a__					(		UpperCAmelCase							:      Union[str, Any]=None      )  ->						List[Any]:
  if subparsers is not None:
    UpperCAmelCase	:							Optional[Any]						=			subparsers.add_parser('''config'''    ,			description=UpperCAmelCase      )
  else:
    UpperCAmelCase	:							List[str]						=			argparse.ArgumentParser('''Accelerate config command'''    ,			description=UpperCAmelCase      )

  parser.add_argument(
      '''--config_file'''    ,			default=UpperCAmelCase    ,			help=(
          '''The path to use to store the config file. Will default to a file named default_config.yaml in the cache '''
          '''location, which is the content of the environment `HF_HOME` suffixed with \'accelerate\', or if you don\'t have '''
          '''such an environment variable, your cache directory (\'~/.cache\' or the content of `XDG_CACHE_HOME`) suffixed '''
          '''with \'huggingface\'.'''
      )    ,			)

  if subparsers is not None:
    parser.set_defaults(func=UpperCAmelCase      )
  return parser

def       a__					(		UpperCAmelCase							:      List[Any]      )  ->						Optional[int]:
  UpperCAmelCase	:							str						=			get_user_input()
  if args.config_file is not None:
    UpperCAmelCase	:							Any						=			args.config_file
  else:
    if not os.path.isdir(UpperCAmelCase      ):
      os.makedirs(UpperCAmelCase      )
    UpperCAmelCase	:							List[str]						=			default_yaml_config_file

  if config_file.endswith('''.json'''      ):
    config.to_json_file(UpperCAmelCase      )
  else:
    config.to_yaml_file(UpperCAmelCase      )
  print(f'''accelerate configuration saved at {config_file}'''      )

def       a__					(		)  ->						Dict:
  UpperCAmelCase	:							str						=			config_command_parser()
  UpperCAmelCase	:							str						=			parser.parse_args()
  config_command(UpperCAmelCase      )


if __name__ == "__main__":
     main()





