still trying to make the leaderboard

app.py

@@ -25,8 +25,7 @@ def evaluate_boundary(filename):
         raw = f.read()
         data_dict = json.loads(raw)
     result = evaluate_problem(data_dict['problem_type'], local_path)
-    # vis = make_visual(json.loads(data_dict['boundary_json']))
-    # data_dict['vis'] = vis
+    
     write_results(data_dict, result)
     return
 
@@ -96,7 +95,7 @@ def gradio_interface() -> gr.Blocks:
                     boundary_file = gr.File(label="Boundary JSON File (.json)")
 
                 boundary_file
-                message = gr.Textbox(label="Submission Status", lines=3, visible=False)
+                message = gr.Textbox(lines=1, visible=False)
                 submit_btn = gr.Button("Evaluate")
                 submit_btn.click(
                     submit_boundary,

evaluation.py

@@ -23,6 +23,8 @@ def evaluate_problem(
         data_dict = json.loads(raw)
         data = data_dict['boundary_json']
 
+    print("Starting evaluation.")
+
     match problem_type:
         case "geometrical":
             boundary = load_boundary(data)
@@ -35,4 +37,6 @@ def evaluate_problem(
             result = problems.MHDStableQIStellarator().evaluate(boundaries)
         case _:
             raise ValueError(f"Unknown problem type: {problem_type}")
+        
+    print("Finished evaluation.")
     return result

submit.py

@@ -51,7 +51,6 @@ def submit_boundary(
             "boundary_json": file_content.decode("utf-8"),
             "evaluated": False,
             "user": user_state,
-            # "vis": "None"
         }
         with tempfile.NamedTemporaryFile(mode="w", suffix=".json", delete=False) as tmp:
             json.dump(record, tmp, indent=2)

utils.py

@@ -28,10 +28,14 @@ def write_results(record, result):
     record['result_filename'] = record['submission_filename'].rstrip('.json') + '_results.json'
     print(record['result_filename'])
     record['evaluated'] = True
-    if 'objectives' in record.keys():
-        record['objective'] = record.pop('objectives')
-        record['minimize_objective'] = True
 
+    record["objectives"] = json.dumps(record.get("objectives", []))
+    record["feasibilities"] = json.dumps(record.get("feasibility", []))
+    
+    if 'objective' not in record.keys():
+        record['objective'] = 0.0
+        record['minimize_objective'] = True
+        record['feasibility'] = sum(record['feasibilities'])/len(record['feasibilities'])
 
     with tempfile.NamedTemporaryFile(mode="w", suffix=".json", delete=False) as tmp:
         json.dump(record, tmp, indent=2)

visualize.py

@@ -3,9 +3,10 @@ from constellaration.utils import (
     visualization,
     visualization_utils,
 )
-import plotly.express as px
+import gradio as gr
+import plotly.graph_objects as go
 
 def make_visual(boundary):
     vis = visualization.plot_surface(boundary)
-    div = vis.to_html(full_html=False)
-    return div
+    # div = vis.to_html(full_html=False)
+    return vis