code: def setUp(self):
      self.data = [0] * 9 + [1] + [0] * 10
      self.data5 = range(100)
      self.dlm1 = _dlmTune(self.data)
      self.dlm2 = _dlmTune(self.data)
      self.dlm6 = _dlmTune(self.data5)
      self.dlm7 = _dlmTune([0, 1, None, 1, 0, 1, -1])
      self.dlm1.builder + trend(degree=0, discount=1, w=1.0)
      self.dlm2.builder + trend(degree=0, discount=1e-12, w=1.0)
      (
          self.dlm6.builder
          + trend(degree=0, discount=0.9, w=1.0)
          + seasonality(period=2, discount=0.8, w=1.0)
          + autoReg(degree=3, discount=1.0)
      )
      self.dlm7.builder + trend(degree=0, discount=1, w=1.0)
      self.dlm1._initialize()
      self.dlm2._initialize()
      self.dlm6._initialize()
      self.dlm7._initialize()
      self.dlm1.options.innovationType = "whole"
      self.dlm2.options.innovationType = "whole"
      self.dlm6.options.innovationType = "whole"
      self.dlm7.options.innovationType = "whole"
  
file_path: pydlm/tests/tuner/test_dlmTune.py
imports: import unittest
  from pydlm.modeler.trends import trend
  from pydlm.modeler.seasonality import seasonality
  from pydlm.modeler.autoReg import autoReg
  from pydlm.tuner._dlmTune import _dlmTune
label_desc: Use image node_id 1 for calling the test_dlmTune obj's underlying member method code with example usage: obj.setUp() without return types