code: def fn(
      text1,
      text2,
      num,
      slider1,
      slider2,
      single_checkbox,
      checkboxes,
      radio,
      dropdown,
      multi_dropdown,
      im1,
      # im2,
      # im3,
      im4,
      video,
      audio1,
      audio2,
      file,
      df1,
  ):
      return (
          (text1 if single_checkbox else text2)
          + ", selected:"
          + ", ".join(checkboxes),  # Text
          {
              "positive": num / (num + slider1 + slider2),
              "negative": slider1 / (num + slider1 + slider2),
              "neutral": slider2 / (num + slider1 + slider2),
          },  # Label
          (audio1[0], np.flipud(audio1[1]))
          if audio1 is not None
          else os.path.join(
              os.path.dirname(__file__), "files/cantina.wav"
          ),  # Audio
          np.flipud(im1)
          if im1 is not None
          else os.path.join(
              os.path.dirname(__file__), "files/cheetah1.jpg"
          ),  # Image
          video
          if video is not None
          else os.path.join(
              os.path.dirname(__file__), "files/world.mp4"
          ),  # Video
          [
              ("The", "art"),
              ("quick brown", "adj"),
              ("fox", "nn"),
              ("jumped", "vrb"),
              ("testing testing testing", None),
              ("over", "prp"),
              ("the", "art"),
              ("testing", None),
              ("lazy", "adj"),
              ("dogs", "nn"),
              (".", "punc"),
          ]
          + [
              (f"test {x}", f"test {x}") for x in range(10)
          ],  # HighlightedText
          # [("The testing testing testing", None), ("quick brown", 0.2), ("fox", 1), ("jumped", -1), ("testing testing testing", 0), ("over", 0), ("the", 0), ("testing", 0), ("lazy", 1), ("dogs", 0), (".", 1)] + [(f"test {x}",  x/10) for x in range(-10, 10)],  # HighlightedText
          [
              ("The testing testing testing", None),
              ("over", 0.6),
              ("the", 0.2),
              ("testing", None),
              ("lazy", -0.1),
              ("dogs", 0.4),
              (".", 0),
          ]
          + [
              (f"test", x / 10) for x in range(-10, 10)
          ],  # HighlightedText
          json.loads(JSONOBJ),  # JSON
          "<button style='background-color: red'>Click Me: "
          + radio
          + "</button>",  # HTML
          os.path.join(os.path.dirname(__file__), "files/titanic.csv"),
          df1,  # Dataframe
          np.random.randint(0, 10, (4, 4)),  # Dataframe
      )
  
imports: import os
  import json
  import numpy
  import gradio
label_desc: Use image node_id 1 for calling a global function with example usage: fn(text1, text2, num, slider1, slider2, single_checkbox, checkboxes, radio, dropdown, multi_dropdown, im1, im4, video, audio1, audio2, file, df1) and returns: unknown,  dict,  unknown,  unknown,  unknown,  unknown,  unknown,  json,  unknown,  os,  df1,  np