code: def test_given_anm_with_autogluon_regressor_model_when_drawing_samples_then_returns_samples():
      with tempfile.TemporaryDirectory() as temp_dir:
          autogluon_sem = AdditiveNoiseModel(
              AutoGluonClassifier(path=temp_dir, time_limit=5)
          )
          autogluon_sem.fit(
              np.random.normal(0, 1, (100, 3)),
              np.random.normal(0, 1, (100, 1)),
          )
      autogluon_sem.draw_samples(np.random.normal(0, 1, (5, 3)))
  
file_path: dowhy/tests/gcm/ml/test_autogluon.py
imports: import tempfile
  import numpy
  from flaky import flaky
  from pytest import approx, importorskip, mark
  from sklearn.model_selection import train_test_split
  from dowhy.gcm.causal_mechanisms import AdditiveNoiseModel, ClassifierFCM
  from dowhy.gcm.ml.autogluon import AutoGluonClassifier, AutoGluonRegressor
  from dowhy.gcm.util.general import shape_into_2d
label_desc: Use image node_id 4 for calling a global function with example usage: test_given_anm_with_autogluon_regressor_model_when_drawing_samples_then_returns_samples() without return types