adjust test

app.py

@@ -578,65 +578,64 @@ def format_hyperlink(username):
     return f'<a target="_blank" href="https://huggingface.co/{username}" style="color: var(--link-text-color);">{username}</a>'
 
 
+
 @tasks.loop(minutes=10)
 async def remove_huggingfolks():
     try:
-        # remove huggingfolks
-        global community_global_df
-        global community_global_df_with_id   
-        global community_global_df_gradio
-
-        community_global_df = global_df.copy()
-        
         guild = bot.get_guild(879548962464493619)
         role = discord.utils.get(guild.roles, id=897376942817419265)
+        await guild.chunk()
         members_with_role = [member.id for member in guild.members if role in member.roles]
 
-        # remove L formatting (doesn't affect main global_df)
-        community_global_df['discord_user_id'] = community_global_df['discord_user_id'].str.strip('L').astype(str)
-        
-        for member_id in members_with_role:
-            community_global_df = community_global_df[community_global_df.iloc[:, 0] != str(member_id)]
-
-        # make a copy while discord id column still exists -> use for rank in discord embeds
-        community_global_df_with_id = community_global_df_with_id.copy()
-
-        # reorder (switching from discord_user_name to hf_user_name)
-        reorder = ['discord_user_id', 'hf_user_name', 'discord_exp','discord_level', 'discord_user_name', 'hub_exp', 'total_exp', 'verified_date']
-        community_global_df = community_global_df[reorder]
-
-        # drop first column (discord id -> this is so we can display the important stuff in the leaderboard)
-        community_global_df.drop(community_global_df.columns[0], axis=1, inplace=True)
-        community_global_df.drop(community_global_df.columns[1], axis=1, inplace=True)
-        community_global_df.drop(community_global_df.columns[2], axis=1, inplace=True)
-        community_global_df.drop(community_global_df.columns[2], axis=1, inplace=True)
-        community_global_df.drop(community_global_df.columns[3], axis=1, inplace=True)
-        # drop rows (records) where hf_user_name does not exist (we display only verified users)
-        community_global_df = community_global_df.dropna(subset=['hf_user_name'])
-        community_global_df['total_exp'] = community_global_df['total_exp'].str.strip('L').astype(int)
-        community_global_df['total_exp'] = pd.to_numeric(community_global_df['total_exp'], errors='coerce').fillna(0).astype(int)
-        community_global_df = community_global_df.nlargest(len(community_global_df), 'total_exp')  
-        # add profile hyperlinks to gradio demo
-        community_global_df_gradio = community_global_df.copy() # must be a COPY, otherwise it adds a new name for the same dataframe.
-        community_global_df_gradio['hf_user_name'] = community_global_df_gradio['hf_user_name'].apply(format_hyperlink)
-
-        top_num = 30
-        top_num_exp = community_global_df.nlargest(top_num, 'total_exp')
-        
-        top_num_exp['D'] = ['🥇','🥈','🥉'] + [''] * (top_num - 3)
-        top_num_rows = top_num_exp.values.tolist()
+        top_num_rows = await asyncio.to_thread(_remove_huggingfolks_sync, members_with_role)
 
-        #print(top_30_rows)
         channel = bot.get_channel(1197143964994773023)
         message = await channel.fetch_message(1197148293164187678)
 
-        # put into message / leaderboard
         new_table = tabulate(top_num_rows, headers=["Name", "Level", "Experience", "Rank"], tablefmt="plain")
         await message.edit(content=f"Updated Leaderboard:\n```\n{new_table}\n```")
         print("Updated discord leaderboard!")
-        print("------------------------------------------------------------------------")        
+        print("------------------------------------------------------------------------")
     except Exception as e:
-        print(f"remove_huggingfolks Error: {e}") 
+        print(f"remove_huggingfolks Error: {e}")
+
+
+def _remove_huggingfolks_sync(members_with_role):
+    global community_global_df
+    global community_global_df_with_id
+    global community_global_df_gradio
+
+
+    community_global_df = global_df.copy()
+
+    community_global_df['discord_user_id'] = community_global_df['discord_user_id'].str.strip('L').astype(str)
+
+    for member_id in members_with_role:
+        community_global_df = community_global_df[community_global_df['discord_user_id'] != str(member_id)]
+
+    community_global_df_with_id = community_global_df.copy()
+
+    reorder = ['discord_user_id', 'hf_user_name', 'discord_exp', 'discord_level', 'discord_user_name', 'hub_exp', 'total_exp', 'verified_date']
+    community_global_df = community_global_df[reorder]
+
+    columns_to_drop = ['discord_user_id', 'discord_exp', 'discord_level', 'discord_user_name', 'hub_exp']
+    community_global_df.drop(columns=columns_to_drop, inplace=True)
+
+    community_global_df.dropna(subset=['hf_user_name'], inplace=True)
+
+    community_global_df['total_exp'] = community_global_df['total_exp'].str.strip('L').astype(int)
+    community_global_df['total_exp'] = pd.to_numeric(community_global_df['total_exp'], errors='coerce').fillna(0).astype(int)
+    community_global_df.sort_values(by='total_exp', ascending=False, inplace=True)
+
+    community_global_df_gradio = community_global_df.copy()
+    community_global_df_gradio['hf_user_name'] = community_global_df_gradio['hf_user_name'].apply(format_hyperlink)
+
+    top_num = 30
+    top_num_exp = community_global_df.head(top_num).copy()
+    top_num_exp['Rank'] = ['🥇', '🥈', '🥉'] + [''] * (top_num - 3)
+    top_num_rows = top_num_exp.values.tolist()
+    return top_num_rows
+
 
 
 @bot.command(name='xp_help')