code: def test_CorrelationVisualization_phik(monkeypatch):
      state = AnalysisState(
          {
              "correlations": {"train_data": __get_train_data()},
              "correlations_method": "phik",
          }
      )
      heatmap_args = dict(vmin=0, vmax=1, center=0, cmap="Spectral")
      __test_internal(
          monkeypatch,
          "correlations",
          state,
          heatmap_args,
          CorrelationVisualization,
          "**`train_data` - `phik` correlation matrix**",
          headers=True,
      )
  
imports: from unittest.mock import ANY, MagicMock
  import matplotlib.pyplot
  import numpy
  import pandas
  import pytest
  import scipy
  import seaborn
  from hamcrest.library.integration import match_equality
  from pandas import DataFrame
  from sklearn.inspection import PartialDependenceDisplay
  import autogluon.eda.auto
  from autogluon.common.features.types import R_BOOL, R_CATEGORY, R_FLOAT, R_INT, R_OBJECT
  from autogluon.eda import AnalysisState
  from autogluon.eda.visualization import CorrelationSignificanceVisualization, CorrelationVisualization, FeatureInteractionVisualization, PDPInteractions
  from autogluon.eda.visualization.interaction import FeatureDistanceAnalysisVisualization
label_desc: Use image node_id 3 for calling a global function with example usage: test_CorrelationVisualization_phik(monkeypatch) without return types