code: def launch_hub_from_yaml(
      hub_config, no_browser, port, no_dashboard=False
  ):
      hub = ExplainerHub.from_config(hub_config)
  
      if port is None:
          port = hub.port
          if port is None:
              port = 8050
          click.echo(
              f"explainerhub ===> Setting port to {port}, override with e.g. --port 8051"
          )
  
      if not no_browser and not os.environ.get("WERKZEUG_RUN_MAIN"):
          click.echo(
              f"explainerhub ===> launching browser at {f'http://localhost:{port}/'}"
          )
          webbrowser.open_new(f"http://localhost:{port}/")
  
      click.echo(f"explainerhub ===> Starting dashboard:")
      if not no_dashboard:
          waitress.serve(hub.flask_server(), host="0.0.0.0", port=port)
      return
  
imports: import os
  import webbrowser
  from pathlib import Path
  from importlib import import_module
  from copy import deepcopy
  import pickle
  import oyaml
  import pandas
  import joblib
  import click
  import waitress
  from explainerdashboard import *
  from explainerdashboard.explainers import BaseExplainer
  from explainerdashboard.dashboards import ExplainerDashboard
label_desc: Use image node_id 5 for calling a global function with example usage: launch_hub_from_yaml(hub_config, no_browser, port, no_dashboard) without return types