code: def create_sweep_command_args(command: Dict) -> Dict[str, Any]:
      """Create various formats of command arguments for the agent.
  
      Raises:
          ValueError: improperly formatted command dict
  
      """
      if "args" not in command:
          raise ValueError('No "args" found in command: %s' % command)
      # four different formats of command args
      # (1) standard command line flags (e.g. --foo=bar)
      flags: List[str] = []
      # (2) flags without hyphens (e.g. foo=bar)
      flags_no_hyphens: List[str] = []
      # (3) flags with false booleans ommited  (e.g. --foo)
      flags_no_booleans: List[str] = []
      # (4) flags as a dictionary (used for constructing a json)
      flags_dict: Dict[str, Any] = {}
      # (5) flags without equals (e.g. --foo bar)
      args_no_equals: List[str] = []
      for param, config in command["args"].items():
          # allow 'None' as a valid value, but error if no value is found
          try:
              _value: Any = config["value"]
          except KeyError:
              raise ValueError(
                  'No "value" found for command["args"]["%s"]' % param
              )
  
          _flag: str = f"{param}={_value}"
          flags.append("--" + _flag)
          flags_no_hyphens.append(_flag)
          args_no_equals += [f"--{param}", str(_value)]
          if isinstance(_value, bool):
              # omit flags if they are boolean and false
              if _value:
                  flags_no_booleans.append("--" + param)
          else:
              flags_no_booleans.append("--" + _flag)
          flags_dict[param] = _value
      return {
          "args": flags,
          "args_no_equals": args_no_equals,
          "args_no_hyphens": flags_no_hyphens,
          "args_no_boolean_flags": flags_no_booleans,
          "args_json": [json.dumps(flags_dict)],
          "args_dict": flags_dict,
      }
  
file_path: wandb/wandb/sdk/launch/sweeps/utils.py
imports: import json
  import os
  import re
  from typing import TYPE_CHECKING, Any, Dict, List, Optional, Tuple, Union
  import yaml
  import wandb
  from wandb import util
  from wandb.sdk.launch.errors import LaunchError
label_desc: Use image node_id 8 for calling a global function with example usage: create_sweep_command_args(command) and returns: dict