code: def test_get_hyperparameter_tune_kwargs_preset__preset_exists():
      assert get_hyperparameter_tune_kwargs_preset(preset="auto") == {
          "scheduler": "local",
          "searcher": "local_random",
      }
  
file_path: autogluon/core/tests/unittests/core/scheduler/test_scheduler_factory.py
imports: import pytest
  from autogluon.core.scheduler.scheduler_factory import get_hyperparameter_tune_kwargs_preset, scheduler_factory
  from autogluon.core.scheduler.seq_scheduler import LocalSequentialScheduler
label_desc: Use image node_id 6 for calling a global function with example usage: test_get_hyperparameter_tune_kwargs_preset__preset_exists() without return types