import pandas as pd from app.visualization import volcano_plot def test_volcano_plot(): """Test generating a volcano plot.""" results_df = pd.DataFrame({ "Protein": ["Protein1", "Protein2"], "logFC": [2.5, -1.2], "p-value": [0.001, 0.05] }) fig = volcano_plot(results_df) assert fig, "Volcano plot should return a Plotly figure object" assert "Protein1" in fig.data[0].text, "Hover text should include Protein1" assert "Protein2" in fig.data[0].text, "Hover text should include Protein2"