



"""simple docstring"""






import json
import logging
import os
import socket

import git
import numpy as np
import torch


logging.basicConfig(
    format='''%(asctime)s - %(levelname)s - %(name)s - PID: %(process)d -  %(message)s''',
    datefmt='''%m/%d/%Y %H:%M:%S''',
    level=logging.INFO,
)
snake_case   					=				logging.getLogger(__name__)




def 			snake_case		(		lowerCAmelCase_	)						->				List[str]:
  _snake_case   	=      git.Repo(search_parent_directories=lowerCAmelCase_	)
  _snake_case   	=      {
      '''repo_id''': str(lowerCAmelCase_	),
      '''repo_sha''': str(repo.head.object.hexsha	),
      '''repo_branch''': str(repo.active_branch	),
  }

  with open(os.path.join(lowerCAmelCase_  ,						'''git_log.json'''	)  ,						'''w'''	) as f:
    json.dump(lowerCAmelCase_  ,						lowerCAmelCase_  ,						indent=4	)




def 			snake_case		(		lowerCAmelCase_	)						->				int:
  if params.n_gpu <= 0:
    _snake_case   	=      0
    _snake_case   	=      -1
    _snake_case   	=      True
    _snake_case   	=      False
    return

  assert torch.cuda.is_available()

  logger.info('''Initializing GPUs'''	)
  if params.n_gpu > 1:
    assert params.local_rank != -1

    _snake_case   	=      int(os.environ['''WORLD_SIZE''']	)
    _snake_case   	=      int(os.environ['''N_GPU_NODE''']	)
    _snake_case   	=      int(os.environ['''RANK''']	)

    # number of nodes / node ID
    _snake_case   	=      params.world_size // params.n_gpu_per_node
    _snake_case   	=      params.global_rank // params.n_gpu_per_node
    _snake_case   	=      True

    assert params.n_nodes == int(os.environ['''N_NODES''']	)
    assert params.node_id == int(os.environ['''NODE_RANK''']	)

  # local job (single GPU)
  else:
    assert params.local_rank == -1

    _snake_case   	=      1
    _snake_case   	=      0
    _snake_case   	=      0
    _snake_case   	=      0
    _snake_case   	=      1
    _snake_case   	=      1
    _snake_case   	=      False

  # sanity checks
  assert params.n_nodes >= 1
  assert 0 <= params.node_id < params.n_nodes
  assert 0 <= params.local_rank <= params.global_rank < params.world_size
  assert params.world_size == params.n_nodes * params.n_gpu_per_node

  # define whether this is the master process / if we are in multi-node distributed mode
  _snake_case   	=      params.node_id == 0 and params.local_rank == 0
  _snake_case   	=      params.n_nodes > 1

  # summary
  _snake_case   	=      f"""--- Global rank: {params.global_rank} - """
  logger.info(PREFIX + '''Number of nodes: %i''' % params.n_nodes	)
  logger.info(PREFIX + '''Node ID        : %i''' % params.node_id	)
  logger.info(PREFIX + '''Local rank     : %i''' % params.local_rank	)
  logger.info(PREFIX + '''World size     : %i''' % params.world_size	)
  logger.info(PREFIX + '''GPUs per node  : %i''' % params.n_gpu_per_node	)
  logger.info(PREFIX + '''Master         : %s''' % str(params.is_master	)	)
  logger.info(PREFIX + '''Multi-node     : %s''' % str(params.multi_node	)	)
  logger.info(PREFIX + '''Multi-GPU      : %s''' % str(params.multi_gpu	)	)
  logger.info(PREFIX + '''Hostname       : %s''' % socket.gethostname()	)

  # set GPU device
  torch.cuda.set_device(params.local_rank	)

  # initialize multi-GPU
  if params.multi_gpu:
    logger.info('''Initializing PyTorch distributed'''	)
    torch.distributed.init_process_group(
        init_method='''env://'''  ,						backend='''nccl'''  ,						)







def 			snake_case		(		lowerCAmelCase_	)						->				Dict:
  np.random.seed(args.seed	)
  torch.manual_seed(args.seed	)
  if args.n_gpu > 0:
    torch.cuda.manual_seed_all(args.seed	)









import secrets
from random import shuffle
from string import ascii_letters, ascii_lowercase, ascii_uppercase, digits, punctuation
def 							__lowerCamelCase		(					UpperCAmelCase_		:						int = 8		):




      """simple docstring"""





      a		:Optional[int]									=			ascii_letters + digits + punctuation
      return "".join(secrets.choice(UpperCAmelCase_		) for _ in range(UpperCAmelCase_		)		)
def 							__lowerCamelCase		(					UpperCAmelCase_		:						str					,    UpperCAmelCase_		:						int		):




      """simple docstring"""





      i -= len(UpperCAmelCase_		)
      a		:Tuple									=			i // 3
      a		:int									=			i % 3
      # chars = chars_incl + random_letters(ascii_letters, i / 3 + remainder) +
      #     random_number(digits, i / 3) + random_characters(punctuation, i / 3)
      a		:Union[str, Any]									=			(
          chars_incl
          + random(UpperCAmelCase_					,    quotient + remainder		)
          + random(UpperCAmelCase_					,    UpperCAmelCase_		)
          + random(UpperCAmelCase_					,    UpperCAmelCase_		)
      )
      a		:Dict									=			list(UpperCAmelCase_		)
      shuffle(UpperCAmelCase_		)
      return "".join(UpperCAmelCase_		)

      # random is a generalised function for letters, characters and numbers
def 							__lowerCamelCase		(					UpperCAmelCase_		:						str					,    UpperCAmelCase_		:						int		):




      """simple docstring"""





      return "".join(secrets.choice(UpperCAmelCase_		) for _ in range(UpperCAmelCase_		)		)
def 							__lowerCamelCase		(					UpperCAmelCase_		:						Union[str, Any]					,    UpperCAmelCase_		:						Tuple		):




      """simple docstring"""





      pass  # Put your code here...
def 							__lowerCamelCase		(					UpperCAmelCase_		:						Union[str, Any]					,    UpperCAmelCase_		:						str		):




      """simple docstring"""





      pass  # Put your code here...
def 							__lowerCamelCase		(					UpperCAmelCase_		:						str					,    UpperCAmelCase_		:						Optional[int]		):




      """simple docstring"""





      pass  # Put your code here...
def 							__lowerCamelCase		(					UpperCAmelCase_		:						str					,    UpperCAmelCase_		:						int = 8		):




      """simple docstring"""





      if len(UpperCAmelCase_		) < min_length:
            # Your Password must be at least 8 characters long
            return False

      a		:Dict									=			any(char in ascii_uppercase for char in password		)
      a		:Optional[int]									=			any(char in ascii_lowercase for char in password		)
      a		:Tuple									=			any(char in digits for char in password		)
      a		:Any									=			any(char in punctuation for char in password		)

      return upper and lower and num and spec_char
      # Passwords should contain UPPERCASE, lowerase
      # numbers, and special characters
def 							__lowerCamelCase		(					):




      """simple docstring"""





      a		:int									=			int(input('''Please indicate the max length of your password: '''		).strip()		)
      a		:Union[str, Any]									=			input(
          '''Please indicate the characters that must be in your password: '''		).strip()
      print('''Password generated:'''					,    password_generator(UpperCAmelCase_		)		)
      print(
          '''Alternative Password generated:'''					,    alternative_password_generator(UpperCAmelCase_					,    UpperCAmelCase_		)					,    )
      print('''[If you are thinking of using this passsword, You better save it.]'''		)


if __name__ == "__main__":
     main()





