code: def base_user_settings(sagemaker_session, cpu_instance_type):
      return {
          "role_arn": ROLE,
          "s3_model_data_url": DESTINATION_BUCKET,
          "sagemaker_session": sagemaker_session,
          "instance_type": cpu_instance_type,
          "port": 8080,
      }
  
imports: from __future__ import absolute_import
  import os
  import shutil
  import pytest
  import pathlib
  import collections
  import platform
  from numpy import loadtxt
  from xgboost import XGBClassifier
  from sklearn.model_selection import train_test_split
  from sagemaker import serve, image_uris
  from tests.integ import DATA_DIR
  from tests.integ.timeout import timeout
label_desc: Use image node_id 1 for calling a global function with example usage: base_user_settings(sagemaker_session, cpu_instance_type) and returns: dict