code: def test_with_incompatible_dependencies(
      sagemaker_session,
      dummy_container_without_error,
      cpu_instance_type,
  ):
      """
      This test is limited by the python version it is run with.
      It is currently working with python 3.8+. However, running it with older versions
      or versions in the future may require changes to 'old_deps_requirements.txt'
      to fulfill testing scenario.
  
      """
  
      dependencies_path = os.path.join(
          DATA_DIR, "remote_function", "old_deps_requirements.txt"
      )
  
      @remote(
          role=ROLE,
          image_uri=dummy_container_without_error,
          dependencies=dependencies_path,
          instance_type=cpu_instance_type,
          sagemaker_session=sagemaker_session,
          keep_alive_period_in_seconds=30,
      )
      def mul_ten(df: pd.DataFrame):
          return df.mul(10)
  
      df1 = pd.DataFrame(
          {
              "A": [14, 4, 5, 4, 1],
              "B": [5, 2, 54, 3, 2],
              "C": [20, 20, 7, 3, 8],
              "D": [14, 3, 6, 2, 6],
          }
      )
  
      with pytest.raises(DeserializationError):
          mul_ten(df1)
  
imports: from __future__ import absolute_import
  import time
  from typing import Union
  import pytest
  import os
  import logging
  import random
  import string
  import pandas
  import subprocess
  import shlex
  from sagemaker.experiments.run import Run, load_run
  from sagemaker.remote_function import CheckpointLocation
  from tests.integ.sagemaker.experiments.helpers import cleanup_exp_resources
  from sagemaker.experiments.trial_component import _TrialComponent
  from sagemaker.experiments._api_types import _TrialComponentStatusType
  from sagemaker.remote_function import remote
  from sagemaker.remote_function.spark_config import SparkConfig
  from sagemaker.remote_function.custom_file_filter import CustomFileFilter
  from sagemaker.remote_function.runtime_environment.runtime_environment_manager import RuntimeEnvironmentError
  from sagemaker.remote_function.errors import DeserializationError, SerializationError
  from sagemaker.utils import unique_name_from_base
  from tests.integ.kms_utils import get_or_create_kms_key
  from tests.integ import DATA_DIR
  from tests.integ.s3_utils import assert_s3_files_exist
label_desc: Use image node_id 15 for calling a global function with example usage: test_with_incompatible_dependencies(sagemaker_session, dummy_container_without_error, cpu_instance_type) and returns: df