# Path: dftimewolf/metawolf/utils.py
# DFTIMEWOLF = 'dftimewolf'
# LAST_ACTIVE_SESSION = 'last_active_session'
# LAST_ACTIVE_RECIPE = 'last_active_recipe'
# LAST_ACTIVE_PROCESSES = 'last_active_processes'
# SESSION_ID_SETTABLE = 'session_id'
# def GetDFTool() -> dftimewolf_recipes.DFTimewolfTool:
# def CreateNewSessionID() -> str:
# def IsInt(value: str) -> bool:
# def IsFloat(value: str) -> bool:
# def Str2Bool(value: str) -> Optional[bool]:
# def GetType(value: str) -> Any:
# def CastToType(value: str, value_type: Any) -> Any:
# def Marshal(st: session.SessionSettable) -> Dict[str, Any]:
# def Unmarshal(st: Dict[str, Any]) -> session.SessionSettable:
# def RunInBackground(processes: List['output.MetawolfProcess']) -> bool:
#   def __init__(self, session_path: str = '') -> None:
#   def ReadSessionFromFile(self, unmarshal: bool = True) -> Dict[str, Any]:
#   def PrepareDFTimewolfCommand(
#       self,
#       recipe: str,
#       session_settables: Dict[str, session.SessionSettable]
#   ) -> List[str]:
#   def GetRecipes(self) -> Dict[str, str]:
# class MetawolfUtils:


import hashlib
import subprocess
import time
import psutil
from datetime import datetime
from datetime import timezone
from typing import Any, List, Optional, Dict
from dftimewolf.metawolf import utils
        and stderr.
    timestamp_readable (str): The timestamp at which this process was run.
    interrupted (bool): True if this process was killed manually, False
        otherwise.
  """

  def __init__(
      self,
      session_id: Optional[str] = None,
      cmd: Optional[List[str]] = None,
      output_id: Optional[int] = None,
      from_dict: Optional[Dict[str, str]] = None,
      metawolf_utils: Optional[utils.MetawolfUtils] = None
  ) -> None:
    """Initialize MetawolfProcess.

    Args:
      session_id (str): Optional. The session ID this process belongs to.
      cmd (List[str]): Optional. The command this process is running. This
          should be of the form [dftimewolf, recipe_name, recipe_arguments...].
      output_id (int): Optional. The output ID that this process corresponds to.
      from_dict (Dict[str, str]): Optional. A json-like dictionary that
          contains the attributes of this object.
      metawolf_utils (MetawolfUtils): Optional. Metawolf utilities. If not
          provided, a default utility object is created.

    Raises:
      ValueError: If the cmd does not match a valid dftimewolf invocation.
    """
    # pylint: disable=line-too-long

# Path: dftimewolf/metawolf/utils.py
# DFTIMEWOLF = 'dftimewolf'
# LAST_ACTIVE_SESSION = 'last_active_session'
# LAST_ACTIVE_RECIPE = 'last_active_recipe'
# LAST_ACTIVE_PROCESSES = 'last_active_processes'
# SESSION_ID_SETTABLE = 'session_id'
# def GetDFTool() -> dftimewolf_recipes.DFTimewolfTool:
# def CreateNewSessionID() -> str:
# def IsInt(value: str) -> bool:
# def IsFloat(value: str) -> bool:
# def Str2Bool(value: str) -> Optional[bool]:
# def GetType(value: str) -> Any:
# def CastToType(value: str, value_type: Any) -> Any:
# def Marshal(st: session.SessionSettable) -> Dict[str, Any]:
# def Unmarshal(st: Dict[str, Any]) -> session.SessionSettable:
# def RunInBackground(processes: List['output.MetawolfProcess']) -> bool:
#   def __init__(self, session_path: str = '') -> None:
#   def ReadSessionFromFile(self, unmarshal: bool = True) -> Dict[str, Any]:
#   def PrepareDFTimewolfCommand(
#       self,
#       recipe: str,
#       session_settables: Dict[str, session.SessionSettable]
#   ) -> List[str]:
#   def GetRecipes(self) -> Dict[str, str]:
# class MetawolfUtils:


# Path: dftimewolf/metawolf/output.py
import hashlib
import subprocess
import time
import psutil
from datetime import datetime
from datetime import timezone
from typing import Any, List, Optional, Dict
from dftimewolf.metawolf import utils

        and stderr.
    timestamp_readable (str): The timestamp at which this process was run.
    interrupted (bool): True if this process was killed manually, False
        otherwise.
  """

  def __init__(
      self,
      session_id: Optional[str] = None,
      cmd: Optional[List[str]] = None,
      output_id: Optional[int] = None,
      from_dict: Optional[Dict[str, str]] = None,
      metawolf_utils: Optional[utils.MetawolfUtils] = None
  ) -> None:
    """Initialize MetawolfProcess.

    Args:
      session_id (str): Optional. The session ID this process belongs to.
      cmd (List[str]): Optional. The command this process is running. This
          should be of the form [dftimewolf, recipe_name, recipe_arguments...].
      output_id (int): Optional. The output ID that this process corresponds to.
      from_dict (Dict[str, str]): Optional. A json-like dictionary that
          contains the attributes of this object.
      metawolf_utils (MetawolfUtils): Optional. Metawolf utilities. If not
          provided, a default utility object is created.

    Raises:
      ValueError: If the cmd does not match a valid dftimewolf invocation.
    """
    # pylint: disable=line-too-long

    self.metawolf_utils = metawolf_utils if metawolf_utils else utils.MetawolfUtils()