still trying to make the leaderboard

app.py

@@ -6,7 +6,7 @@ import json
 import pandas as pd
 
 import gradio as gr
-from datasets import load_dataset, Dataset
+from datasets import load_dataset
 from huggingface_hub import upload_file, hf_hub_download
 from gradio_leaderboard import ColumnFilter, Leaderboard, SelectColumns
 from evaluation import evaluate_problem
@@ -50,13 +50,20 @@ def gradio_interface() -> gr.Blocks:
                     select_columns=["submission_time", "feasibility", "score", "objective", "user"],
                     search_columns=["submission_time", "score", "user"],
                     hide_columns=["result_filename", "submission_filename", "minimize_objective", "boundary_json", "evaluated"],
-                    filter_columns=["problem_type", "submission_time"],
+                    filter_columns=["problem_type"],
                 )
 
                 # def update_leaderboard(problem_type):
                 #     return get_leaderboard(problem_type)
                 
                 # leaderboard_type.change(fn=update_leaderboard, inputs=leaderboard_type, outputs=leaderboard_df)
+            with gr.TabItem("About", elem_id="boundary-benchmark-tab-table"):
+                gr.Markdown(
+                    """
+                # Welcome to the Fusion Challenge!
+                Upload your plasma boundary JSON and select the problem type to get your score.
+                """
+                )
 
             with gr.TabItem("Submit", elem_id="boundary-benchmark-tab-table"):
                 gr.Markdown(
@@ -88,13 +95,12 @@ def gradio_interface() -> gr.Blocks:
                     fn=show_output_box,
                     inputs=[message],
                     outputs=[message],
-                )
-                '''.then(
+                ).then(
                     fn=evaluate_boundary,
                     inputs=[filename],
                     outputs=[eval_state]
                 )
-                .then(
+                '''.then(
                     fn=update_leaderboard,
                     inputs=[problem_type],
                     outputs=[leaderboard_df]

visualize.py

@@ -6,5 +6,6 @@ from constellaration.utils import (
 import plotly.express as px
 
 def make_visual(boundary):
-    visualization.plot_surface(boundary)
-    return
+    vis = visualization.plot_surface(boundary)
+    div = vis.to_html(full_html=False)
+    return div