lest try

app.py

@@ -3,7 +3,6 @@ import wandb
 import pandas as pd
 import os
 import time
-import pytz
 import datetime
 from typing import Dict, Any
 from utils import fetch_competition_summary, fetch_models_evaluation, highlight_score_column, get_competitions
@@ -36,23 +35,23 @@ def update_leader_info(
     competition: str, 
     best_model: Dict[str, Any]
 ) -> Dict[str, Any]:
-    start_date = best_model["Created At"]
-    current_date = datetime.datetime.now(pytz.utc)
-    days_on_top = (current_date - start_date).days
-
     if leader_info.get(competition) is None:
         leader_info[competition] = {
             "Miner hotkey": best_model["Miner hotkey"],
-            "Date": start_date,
-            "Days on Top": days_on_top,
+            "Date": time.strftime("%Y-%m-%d"),
+            # "Days on Top": 1
         }
     else:
         if leader_info[competition]["Miner hotkey"] == best_model["Miner hotkey"]:
-            leader_info[competition]["Days on Top"] += days_on_top
+            # count the number of days on top
+            start_date = datetime.datetime.strptime(leader_info[competition]["Date"], "%Y-%m-%d")
+            current_date = datetime.datetime.now()
+            days_on_top = (current_date - start_date).days
+            # leader_info[competition]["Days on Top"] = days_on_top + 1
         else:
             leader_info[competition]["Miner hotkey"] = best_model["Miner hotkey"]
-            leader_info[competition]["Date"] = start_date
-            leader_info[competition]["Days on Top"] = days_on_top
+            leader_info[competition]["Date"] = time.strftime("%Y-%m-%d")
+            # leader_info[competition]["Days on Top"] = 1
     return leader_info[competition]
 
 @st.cache_data()
@@ -60,7 +59,8 @@ def load_competition_data(last_update_time=None):
     competition_summaries = {}
     model_evaluations = {}
     competitions = get_competitions(CONFIG_URL)
-    for competition in competitions:
+    for competition_info in competitions:
+        competition = competition_info[0]
         competition_summaries[competition] = fetch_competition_summary(wandb_api, ENTITY, competition)
         model_evaluations[competition] = fetch_models_evaluation(wandb_api, ENTITY, competition)
     
@@ -83,7 +83,8 @@ def main():
     if st.session_state.last_update_time is None or (time.time() - st.session_state.last_update_time > UPDATE_INTERVAL):
         competition_summaries, model_evaluations, st.session_state.last_update_time = load_competition_data(st.session_state.last_update_time)
 
-        for competition in competitions:
+        for competition_info in competitions:
+            competition = competition_info[0]
             if not competition_summaries[competition].empty:
                 # get all winning hotkeys and number of wins
                 winning_hotkeys = competition_summaries[competition]["Winning Hotkey"].value_counts()
@@ -106,7 +107,7 @@ def main():
                 st.session_state.leader_info[competition] = {
                     "Miner hotkey": "N/A",
                     "Date": "N/A", 
-                    "Days on Top": "N/A"
+                    # "Days on Top": "N/A"
                 }
     else:
         competition_summaries, model_evaluations, _ = load_competition_data(st.session_state.last_update_time)
@@ -116,8 +117,8 @@ 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, 3, 1])
-    headers = ["Index", "Competition Name", "Date", "Miner hotkey", "Days on Top"]
+    cols = st.columns([1, 3, 2, 2, 3])
+    headers = ["Index", "Competition Name", "Date", "Miner hotkey"]
     for col, header in zip(cols, headers):
         col.write(header)
 
@@ -126,14 +127,14 @@ def main():
 
         leader_info = st.session_state.get("leader_info", {}).get(competition, {})
 
-        cols = st.columns([1, 3, 2, 2, 3, 1])
+        cols = st.columns([1, 3, 2, 2, 3])
         cols[0].write(index)
 
         if cols[1].button(competition):
             st.session_state.selected_competition = competition
         cols[2].write(leader_info.get("Date", "N/A"))
         cols[3].write(leader_info.get("Miner hotkey", "N/A"))
-        cols[4].write(leader_info.get("Days on Top", "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
         

utils.py

@@ -8,16 +8,22 @@ import requests
 
 def get_competitions(CONFIG_URL):
     """
-    Get competition names from the config URL.
+    Get competition names and their evaluation times from the config URL.
     """
-    competition_names = []
+    competitions = []
     try:
         config = requests.get(CONFIG_URL).json()
         for competition in config:
-            competition_names.append(competition["competition_id"])
+            # Extract competition name and evaluation times
+            competition_name = competition["competition_id"]
+            evaluation_times = competition.get("evaluation_times", [])
+            
+            # Store competition name and evaluation times as a tuple
+            competitions.append((competition_name, evaluation_times))
     except Exception as e:
-        st.write(f"Error loading competition names: {str(e)}")
-    return competition_names
+        print(f"Error loading competition data: {str(e)}")
+    
+    return competitions
 
 
 def fetch_competition_summary(api, entity, project):