code: def test_resource_allocation_and_time_limit():
      num_iterations = 100
  
      search_space = dict(
          num_jobs=space.Int(1, 100),
          num_folds_parallel=space.Int(1, 200),
          time_limit=space.Int(60, 60 * 60 * 24),
      )
  
      searcher = LocalRandomSearcher(search_space=search_space)
  
      for i in range(num_iterations):
          config = searcher.get_config()
          _test_resource_allocation_and_time_limit(**config)
  
file_path: autogluon/core/tests/unittests/test_parallel_local_folding.py
imports: import math
  import time
  from unittest.mock import patch
  import numpy
  import pandas
  from autogluon.common import space
  from autogluon.common.utils.resource_utils import ResourceManager
  from autogluon.core.models import AbstractModel
  from autogluon.core.models.ensemble.bagged_ensemble_model import BaggedEnsembleModel
  from autogluon.core.models.ensemble.fold_fitting_strategy import ParallelLocalFoldFittingStrategy
  from autogluon.core.searcher import LocalRandomSearcher
label_desc: Use image node_id 4 for calling a global function with example usage: test_resource_allocation_and_time_limit() without return types