code: def render(obj, backend=None, **kwargs):
      """
      Renders the HoloViews object to the corresponding object in the
      specified backend, e.g. a Matplotlib or Bokeh figure.
  
      The backend defaults to the currently declared default
      backend. The resulting object can then be used with other objects
      in the specified backend. For instance, if you want to make a
      multi-part Bokeh figure using a plot type only available in
      HoloViews, you can use this function to return a Bokeh figure that
      you can use like any hand-constructed Bokeh figure in a Bokeh
      layout.
  
      Arguments
      ---------
      obj: HoloViews object
          The HoloViews object to render
      backend: string
          A valid HoloViews rendering backend
      **kwargs: dict
          Additional keyword arguments passed to the renderer,
          e.g. fps for animations
  
      Returns
      -------
      rendered:
          The rendered representation of the HoloViews object, e.g.
          if backend='matplotlib' a matplotlib Figure or FuncAnimation
      """
      backend = backend or Store.current_backend
      renderer_obj = renderer(backend)
      if kwargs:
          renderer_obj = renderer_obj.instance(**kwargs)
      if backend == "matplotlib":
          plot = renderer_obj.get_plot(obj)
          if len(plot) > 1:
              return plot.anim(fps=renderer_obj.fps)
      return renderer_obj.get_plot_state(obj)
  
imports: import inspect
  import os
  import shutil
  import sys
  from collections import defaultdict
  from inspect import Parameter, Signature
  from pathlib import Path
  from types import FunctionType
  import param
  from pyviz_comms import extension
  from ..core import Dataset, Dimensioned, DynamicMap, HoloMap, Store, StoreOptions, ViewableElement, util
  from ..core.operation import Operation, OperationCallable
  from ..core.options import Keywords, Options, options_policy
  from ..core.overlay import Overlay
  from ..core.util import merge_options_to_dict
  from ..operation.element import function
  from ..streams import Params, Stream, streams_list_from_dict
  from .settings import OutputSettings, list_backends, list_formats
label_desc: Use image node_id 4 for calling a global function with example usage: render(obj, backend) and returns: renderer_obj, plot