code: def test_resource_allocation_combined_valid(
      mock_system_resources_ctx_mgr, test_args
  ):
      should_raise = test_args.get("should_raise", False)
      if should_raise:
          with pytest.raises(AssertionError) as e:
              _test_functionality(
                  mock_system_resources_ctx_mgr=mock_system_resources_ctx_mgr,
                  test_args=test_args,
              )
      else:
          _test_functionality(
              mock_system_resources_ctx_mgr=mock_system_resources_ctx_mgr,
              test_args=test_args,
          )
  
imports: import time
  import numpy
  import pandas
  import pytest
  from autogluon.core.hpo.executors import CustomHpoExecutor, RayHpoExecutor
  from autogluon.core.models.ensemble.bagged_ensemble_model import BaggedEnsembleModel
  from autogluon.core.models.ensemble.fold_fitting_strategy import ParallelLocalFoldFittingStrategy, SequentialLocalFoldFittingStrategy
  from autogluon.tabular.models import AbstractModel
label_desc: Use image node_id 6 for calling a global function with example usage: test_resource_allocation_combined_valid(mock_system_resources_ctx_mgr, test_args) without return types