Upload components.py

components.py

@@ -599,3 +599,21 @@ def computation_view(data: pd.DataFrame, models_to_plot: set[str]):
         fig.update_xaxes(title_text="Available historical observations (#)")
         fig.update_yaxes(title_text="CPU usage (hours)")
         st.plotly_chart(fig, use_container_width=True)
+
+    st.divider()
+
+    cpu_per_building_table = (
+        data_to_plot.pivot(index="model", columns="unique_id", values="resource_usage.CPU")
+    )
+
+    def custom_table(styler: Styler):
+        styler.background_gradient(cmap="seismic", axis=None)
+        styler.format(precision=2)
+
+        # center text and increase font size
+        styler.map(lambda x: "text-align: center; font-size: 14px;")
+        return styler
+
+    st.markdown(f"#### Computational time per building")
+    styled_table = cpu_per_building_table.style.pipe(custom_table)
+    st.dataframe(styled_table, use_container_width=True)