code: def test_argparse_kernel(self) -> None:
      covar_module_kwargs = covar_module_argparse(
          Kernel,
          botorch_model_class=SingleTaskGP,
          dataset=self.dataset,
      )
  
      self.assertEqual(covar_module_kwargs, {})
  
      covar_module_kwargs = covar_module_argparse(
          Kernel,
          botorch_model_class=SingleTaskGP,
          dataset=self.dataset,
          ard_num_dims=19,
          batch_shape=torch.Size([10]),
      )
  
      self.assertEqual(
          covar_module_kwargs,
          {"ard_num_dims": 19, "batch_shape": torch.Size([10])},
      )
  
imports: from __future__ import annotations
  from unittest.mock import patch
  import torch
  from ax.models.torch.botorch_modular.input_constructors.covar_modules import covar_module_argparse
  from ax.models.torch.botorch_modular.kernels import ScaleMaternKernel
  from ax.utils.common.testutils import TestCase
  from botorch.models.gp_regression import SingleTaskGP
  from botorch.models.multitask import MultiTaskGP
  from botorch.utils.datasets import SupervisedDataset
  from gpytorch.kernels.kernel import Kernel
  from gpytorch.priors import GammaPrior
label_desc: Use image node_id 5 for calling the CovarModuleArgparseTest obj's underlying member method code with example usage: obj.test_argparse_kernel() without return types