fix

app.py

@@ -5,7 +5,7 @@ import os
 import time
 import datetime
 from typing import Dict, Any
-from utils import fetch_competition_summary, fetch_models_evaluation, highlight_score_column, get_competitions
+from utils import fetch_competition_summary, fetch_models_evaluation, highlight_score_column, get_competitions, get_latest_evaluation_time
 # from dotenv import load_dotenv
 from cfg import * 
 # load_dotenv()
@@ -86,8 +86,11 @@ def main():
         for competition_info in competitions:
             competition = competition_info[0]
             if not competition_summaries[competition].empty:
+                # get only competition sumaries that heppen after latest evaluation time
+                evaluation_time = get_latest_evaluation_time(competition_info[1])
+                filtered_competition_summaries = competition_summaries[competition][competition_summaries[competition]["Created At"] > evaluation_time]
                 # get all winning hotkeys and number of wins
-                winning_hotkeys = competition_summaries[competition]["Winning Hotkey"].value_counts()
+                winning_hotkeys = filtered_competition_summaries["Winning Hotkey"].value_counts()
 
                 # if not empty, get the best hotkey
                 if not winning_hotkeys.empty:

utils.py

@@ -2,7 +2,7 @@ import streamlit as st
 import pandas as pd
 import wandb
 import time
-from datetime import datetime
+from datetime import datetime, timedelta
 import requests
 
 
@@ -26,6 +26,40 @@ def get_competitions(CONFIG_URL):
     return competitions
 
 
+def get_latest_evaluation_time(evaluation_times):
+    """
+    Get the latest UTC evaluation time as a datetime object (either today or yesterday).
+    
+    Args:
+        evaluation_times (list): List of evaluation times as strings (in HH:MM format).
+        
+    Returns:
+        datetime: Latest evaluation time as a datetime object.
+    """
+    
+    # Get the current UTC date and time
+    current_utc_datetime = datetime.utcnow()
+    current_utc_time = current_utc_datetime.time()
+    
+    # Convert evaluation times to datetime.time objects
+    eval_times = [datetime.strptime(time, "%H:%M").time() for time in evaluation_times]
+    
+    # Sort the evaluation times to ensure they are in chronological order
+    eval_times.sort()
+    
+    # Loop through the evaluation times in reverse to find the latest time that has passed
+    for eval_time in reversed(eval_times):
+        if current_utc_time >= eval_time:
+            # If the time has passed today, return today's date with that time
+            return current_utc_datetime.replace(hour=eval_time.hour, minute=eval_time.minute, second=0, microsecond=0)
+    
+    # If none of the evaluation times have passed, return the latest one from the previous day
+    yesterday = current_utc_datetime - timedelta(days=1)
+    latest_eval_time = eval_times[-1]
+    
+    return yesterday.replace(hour=latest_eval_time.hour, minute=latest_eval_time.minute, second=0, microsecond=0)
+
+
 def fetch_competition_summary(api, entity, project):
     data = []