code: def test_invalid_orders():
      endog = np.arange(2) * 1.0
      # TODO: shouldn't allow ar_order >= dataset
      hannan_rissanen(endog, ar_order=2)
      # TODO: shouldn't allow ma_order >= dataset
      hannan_rissanen(endog, ma_order=2)
  
imports: import numpy
  import pytest
  from numpy.testing import assert_allclose
  from statsmodels.tsa.innovations.arma_innovations import arma_innovations
  from statsmodels.tsa.arima.datasets.brockwell_davis_2002 import lake
  from statsmodels.tsa.arima.estimators.hannan_rissanen import hannan_rissanen, _validate_fixed_params, _package_fixed_and_free_params_info, _stitch_fixed_and_free_params
  from statsmodels.tsa.arima.specification import SARIMAXSpecification
  from statsmodels.tools.tools import Bunch
label_desc: Use image node_id 4 for calling a global function with example usage: test_invalid_orders() without return types