code: def instantiate_component(component, explainer, name=None, **kwargs):
      """Returns an instantiated ExplainerComponent.
      If the component input is just a class definition, instantiate it with
      explainer and k**wargs.
      If it is already an ExplainerComponent instance then return it.
      If it is any other instance with layout and register_components methods,
      then add a name property and return it.
  
      Args:
          component ([type]): Either a class definition or instance
          explainer ([type]): An Explainer object that will be used to instantiate class definitions
          name (str): name to assign to ExplainerComponent
          kwargs: kwargs will be passed on to the instance
  
      Raises:
          ValueError: if component is not a subclass or instance of ExplainerComponent,
                  or is an instance without layout and register_callbacks methods
  
      Returns:
          ExplainerComponent: instantiated component
      """
  
      if inspect.isclass(component) and issubclass(
          component, ExplainerComponent
      ):
          init_argspec = inspect.getfullargspec(component.__init__)
          assert (
              len(init_argspec.args) > 1
              and init_argspec.args[1] == "explainer"
          ), (
              f"The first parameter of {component.__name__}.__init__ should be 'explainer'. "
              f"Instead the __init__ is: {component.__name__}.__init__{inspect.signature(component.__init__)}"
          )
          if not init_argspec.varkw:
              kwargs = {
                  k: v
                  for k, v in kwargs.items()
                  if k in init_argspec.args + init_argspec.kwonlyargs
              }
          if "name" in init_argspec.args + init_argspec.kwonlyargs:
              component = component(explainer, name=name, **kwargs)
          else:
              print(
                  f"ExplainerComponent {component} does not accept a name parameter, "
                  f"so cannot assign name='{name}': "
                  f"{component.__name__}.__init__{inspect.signature(component.__init__)}. "
                  "Make sure to set super().__init__(name=...) explicitly yourself "
                  "inside the __init__ if you want to deploy across multiple "
                  "workers or a cluster, as otherwise each instance in the "
                  "cluster will generate its own random uuid name!"
              )
              component = component(explainer, **kwargs)
          return component
      elif isinstance(component, ExplainerComponent):
          return component
      else:
          raise ValueError(
              f"{component} is not a valid ExplainerComponent..."
          )
  
imports: import sys
  from abc import ABC
  import inspect
  import types
  from typing import Union, List, Tuple
  from pathlib import Path
  from importlib import import_module
  import socket
  import dash
  from dash import html, dcc, Input, Output, State
  from dash.exceptions import PreventUpdate
  import dash_bootstrap_components
  from .None import to_html
label_desc: Use image node_id 13 for calling a global function with example usage: instantiate_component(component, explainer, name) and returns: component, component