Update app.py

app.py

@@ -139,14 +139,13 @@ if len(gene_list) > 1:
     plotly_fig['layout'] = {'xaxis': {'title': 'SHAP value (impact on model output)'}}
     max_display=8
     feature_names=df_shap.columns
-   #feature_order = np.argsort(np.sum(np.abs(shap_values), axis=0)[:-1])
-   #feature_order = feature_order[-min(max_display, len(feature_order)):]
-   #text = [feature_names[i] for i in feature_order]
-    text = [i for i in gene_list]
-   #text = iter(text)
+    gene_index = df_shap.index
+    #feature_order = np.argsort(np.sum(np.abs(shap_values), axis=0)[:-1])
+    #feature_order = feature_order[-min(max_display, len(feature_order)):]
+    #text = [feature_names[i] for i in feature_order]
+    #text = iter(text)
     for i in range(1, len(plotly_fig['data']), 2):
-        for gene in gene_list:
-            t = gene #text.__next__()
+        t = gene_index #plotly_fig['data']
         plotly_fig['data'][i]['name'] = ''
         plotly_fig['data'][i]['text'] = t
         plotly_fig['data'][i]['hoverinfo'] = 'text'