code: def test_vw_deep_dive_smoke(notebooks, output_notebook, kernel_name):
      notebook_path = notebooks["vowpal_wabbit_deep_dive"]
      execute_notebook(
          notebook_path,
          output_notebook,
          kernel_name=kernel_name,
          parameters=dict(MOVIELENS_DATA_SIZE="100k"),
      )
      results = read_notebook(output_notebook)
  
      assert results["rmse"] == pytest.approx(
          0.985920, rel=TOL, abs=ABS_TOL
      )
      assert results["mae"] == pytest.approx(
          0.71292, rel=TOL, abs=ABS_TOL
      )
      assert results["rsquared"] == pytest.approx(
          0.231199, rel=TOL, abs=ABS_TOL
      )
      assert results["exp_var"] == pytest.approx(
          0.231337, rel=TOL, abs=ABS_TOL
      )
      assert results["map"] == pytest.approx(
          0.012535, rel=TOL, abs=ABS_TOL
      )
      assert results["ndcg"] == pytest.approx(
          0.096594, rel=TOL, abs=ABS_TOL
      )
      assert results["precision"] == pytest.approx(
          0.097770, rel=TOL, abs=ABS_TOL
      )
      assert results["recall"] == pytest.approx(
          0.037612, rel=TOL, abs=ABS_TOL
      )
  
file_path: recommenders/tests/smoke/examples/test_notebooks_python.py
imports: import pytest
  from recommenders.utils.notebook_utils import execute_notebook, read_notebook
label_desc: Use image node_id 4 for calling a global function with example usage: test_vw_deep_dive_smoke(notebooks, output_notebook, kernel_name) without return types