add warning

app.py

@@ -1,6 +1,7 @@
 import os
 
 import gradio as gr
+from gradio_banner import Banner
 import numpy as np
 import plotly.graph_objs as go
 from datasets import load_dataset
@@ -123,6 +124,16 @@ plot_style_dropdown = gr.Dropdown(choices=["2D", "3D"], label="Plot Style")
 functional_dropdown = gr.Dropdown(choices=["PBE", "PBESol", "SCAN"], label="Functional")
 finite_temp_toggle = gr.Checkbox(label="Enable Finite Temperature Estimation")
 
+banner = Banner(value="This application uses energy correction schemes directly" + 
+                " from the data providers (Alexandria, MP) and has the 2020 MP"+
+                " Compatibility scheme applied to OQMD. However, because we did"+
+                " not directly apply the compatibility schemes to Alexandria, MP"+
+                " we have noticed discrepencies in the data. While the correction"+
+                " scheme will be standardized in a soon to be released update, for"+
+                " now please take caution when analyzing the results of this"+
+                " application.", 
+                variant="warning")
+
 # Create Gradio interface
 iface = gr.Interface(
     fn=create_phase_diagram,
@@ -134,7 +145,7 @@ iface = gr.Interface(
         functional_dropdown,
         finite_temp_toggle,
     ],
-    outputs=gr.Plot(label="Phase Diagram"),
+    outputs=[banner, gr.Plot(label="Phase Diagram")],
     title="LeMaterial - Phase Diagram Viewer",
     description="Generate a phase diagram for a set of elements using LeMat-Bulk data.",
 )

requirements.txt

@@ -1,4 +1,5 @@
 plotly
 pymatgen
 gradio
-datasets
+datasets
+gradio_banner