removing username

app.py

@@ -32,7 +32,6 @@ wandb_api = wandb.Api()
 def update_leader_info(leader_info, competition, best_model):
     if leader_info.get(competition) is None:
         leader_info[competition] = {
-            "Username": best_model["Username"],
             "Hotkey": best_model["Hotkey"],
             "Date": time.strftime("%Y-%m-%d"),
             "Days on Top": 1
@@ -45,7 +44,6 @@ def update_leader_info(leader_info, competition, best_model):
             days_on_top = (current_date - start_date).days
             leader_info[competition]["Days on Top"] = days_on_top + 1
         else:
-            leader_info[competition]["Username"] = best_model["Username"]
             leader_info[competition]["Hotkey"] = best_model["Hotkey"]
             leader_info[competition]["Date"] = time.strftime("%Y-%m-%d")
             leader_info[competition]["Days on Top"] = 1
@@ -90,7 +88,6 @@ def main():
                     st.session_state.leader_info[competition] = update_leader_info(st.session_state.leader_info, competition, best_model)
             else:
                 st.session_state.leader_info[competition] = {
-                    "Username": "N/A",
                     "Hotkey": "N/A",
                     "Date": "N/A", 
                     "UID": "N/A", 
@@ -126,8 +123,8 @@ def main():
     st.write("#### Select a competition to view more details and rankings.")
     
     # Create a header for the table
-    cols = st.columns([1, 3, 2, 2, 2, 1, 2])
-    headers = ["Index", "Competition Name", "Leader", "Date", "Hotkey", "Days on Top"]
+    cols = st.columns([1, 3, 2, 2, 1, 2])
+    headers = ["Index", "Competition Name", "Date", "Hotkey", "Days on Top"]
     for col, header in zip(cols, headers):
         col.write(header)
 
@@ -135,15 +132,14 @@ def main():
     for index, (competition, details) in enumerate(COMPETITIONS.items(), start=1):
         leader_info = st.session_state.get("leader_info", {}).get(competition, {})
 
-        cols = st.columns([1, 3, 2, 2, 2, 1, 2])
+        cols = st.columns([1, 3, 2, 2, 1, 2])
         cols[0].write(index)
 
         if cols[1].button(competition):
             st.session_state.selected_competition = competition
-        cols[2].write(leader_info.get("Username", "N/A"))
-        cols[3].write(leader_info.get("Date", "N/A"))
-        cols[4].write(leader_info.get("Hotkey", "N/A"))
-        cols[5].write(leader_info.get("Days on Top", "N/A"))
+        cols[2].write(leader_info.get("Date", "N/A"))
+        cols[3].write(leader_info.get("Hotkey", "N/A"))
+        cols[4].write(leader_info.get("Days on Top", "N/A"))
     if st.session_state.selected_competition:
         competition_name = st.session_state.selected_competition
         competition_details = COMPETITIONS.get(competition_name, {})

utils.py

@@ -63,9 +63,9 @@ def fetch_models_evaluation(api, projects, selected_project):
             summary = run.summary
             if summary.get("score") is not None:  # Assuming runs with score are model evaluations
                 data.append({
-                    "ID": run.id,
-                    "Username": run.user.username,
-                    "Hotkey": summary.get("miner_hotkey", "N/A"),
+                    "Created At": run.created_at,
+
+                    "Miner hotkey": summary.get("miner_hotkey", "N/A"),
                     "Score": summary.get("score"),
 
                     "F1-beta": summary.get("fbeta"),
@@ -77,8 +77,6 @@ def fetch_models_evaluation(api, projects, selected_project):
 
                     "ROC AUC": summary.get("roc_auc"),
                     "Confusion Matrix": summary.get("confusion_matrix"),
-
-                    "Created At": run.created_at,
                     #TODO link to huggingface model
                 })
         except Exception as e: