code: def test_dask(self):
      df = dd.from_pandas(self.df, npartitions=1)
  
      X = extract_features(
          df,
          column_id="my_id",
          column_sort="time",
          column_kind="dimension",
          column_value="value",
          default_fc_parameters=MinimalFCParameters(),
      ).compute()
      self.assertIn("1__mean", X.columns)
      self.assertAlmostEqual(X.loc["5", "1__mean"], 5.516e-05, 4)
      self.assertIn("11", X.index)
      self.assertEqual(X.shape, (100, 20))
  
      X = extract_features(
          df,
          column_id="my_id",
          column_sort="time",
          column_kind="dimension",
          default_fc_parameters=MinimalFCParameters(),
      ).compute()
      self.assertIn("1__mean", X.columns)
      self.assertAlmostEqual(X.loc["5", "1__mean"], 5.516e-05, 4)
      self.assertIn("11", X.index)
      self.assertEqual(X.shape, (100, 20))
  
      X = extract_features(
          df.drop(columns=["dimension"]),
          column_id="my_id",
          column_sort="time",
          default_fc_parameters=MinimalFCParameters(),
      ).compute()
      self.assertIn("value__mean", X.columns)
      self.assertAlmostEqual(X.loc["5", "value__mean"], 5.516e-05, 4)
      self.assertIn("11", X.index)
      self.assertEqual(X.shape, (100, 10))
  
      X = extract_features(
          df.drop(columns=["dimension", "time"]),
          column_id="my_id",
          default_fc_parameters=MinimalFCParameters(),
      ).compute()
      self.assertIn("value__mean", X.columns)
      self.assertAlmostEqual(X.loc["5", "value__mean"], 5.516e-05, 4)
      self.assertIn("11", X.index)
      self.assertEqual(X.shape, (100, 10))
  
file_path: tsfresh/tests/integrations/test_feature_extraction.py
imports: from unittest import TestCase
  import dask.dataframe
  import pandas
  from tsfresh import extract_features, extract_relevant_features
  from tsfresh.examples.driftbif_simulation import load_driftbif
  from tsfresh.feature_extraction import MinimalFCParameters
label_desc: Use image node_id 4 for calling the FeatureExtractionTestCase obj's underlying member method code with example usage: obj.test_dask() without return types