code: def _try_get_attrs(arima):
      # show we can get all these attrs without getting an error
      attrs = {
          "aic",
          "aicc",
          "arparams",
          "arroots",
          "bic",
          "bse",
          "conf_int",
          "df_model",
          "df_resid",
          "hqic",
          "maparams",
          "maroots",
          "params",
          "pvalues",
          "resid",
          "fittedvalues",
      }
  
      # this just shows all of these attrs work.
      for attr in attrs:
          getattr(arima, attr)()
  
imports: import numpy
  import pandas
  from pmdarima.arima import ARIMA, auto_arima, AutoARIMA, ARMAtoMA
  from pmdarima.arima import _validation
  from pmdarima.compat.pytest import pytest_error_str
  from pmdarima.datasets import load_lynx, load_wineind, load_heartrate
  from numpy.random import RandomState
  from numpy.testing import assert_array_almost_equal, assert_almost_equal, assert_allclose
  from statsmodels import api
  from sklearn.metrics import mean_squared_error
  import datetime
  import joblib
  import os
  import pickle
  import pytest
  import tempfile
  import time
label_desc: Use image node_id 12 for calling a global function with example usage: _try_get_attrs(arima) without return types