add

app.py

@@ -34,11 +34,11 @@ LEADERBOARD_COLUMNS = [
     ("Website", "string"),
     ("Total Issues", "number"),
     ("Total Discussions", "number"),
+    ("Total Wanted Issues", "number"),
     ("Issue Resolved Rate (%)", "number"),
     ("Discussion Resolved Rate (%)", "number"),
-    ("Total Wanted Issues", "number"),
-    ("Resolved Wanted Issues", "number"),
     ("Wanted Issue Resolved Rate (%)", "number"),
+    ("Resolved Wanted Issues", "number"),
     ("Resolved Issues", "number"),
     ("Resolved Discussions", "number"),
 ]
@@ -497,8 +497,6 @@ def get_leaderboard_dataframe():
         total_issues = data.get('total_issues', 0)
         total_discussions = data.get('total_discussions', 0)
         total_wanted_issues = data.get('total_wanted_issues', 0)
-        resolved_wanted_issues = data.get('resolved_wanted_issues', 0)
-        wanted_issue_resolved_rate = data.get('wanted_issue_resolved_rate', 0.0)
 
         # Filter out assistants with no activity (all four metrics are zero)
         if total_issues == 0 and total_discussions == 0 and total_wanted_issues == 0:
@@ -511,11 +509,11 @@ def get_leaderboard_dataframe():
             data.get('website', 'N/A'),
             total_issues,  # Total Issues
             total_discussions,  # Total Discussions
+            total_wanted_issues,  # Total Wanted Issues
             data.get('resolved_rate', 0.0),  # Issue Resolved Rate (%)
             data.get('discussion_resolved_rate', 0.0),  # Discussion Resolved Rate (%)
-            total_wanted_issues,  # Total Wanted Issues
-            resolved_wanted_issues,  # Resolved Wanted Issues
-            wanted_issue_resolved_rate,  # Wanted Issue Resolved Rate (%)
+            data.get('wanted_issue_resolved_rate', 0.0),  # Wanted Issue Resolved Rate (%)
+            data.get('resolved_wanted_issues', 0),  # Resolved Wanted Issues
             data.get('resolved_issues', 0),  # Resolved Issues
             data.get('resolved_discussions', 0),  # Resolved Discussions
         ])
@@ -529,9 +527,9 @@ def get_leaderboard_dataframe():
 
     # Ensure numeric types
     numeric_cols = [
-        "Total Issues", "Total Discussions",
+        "Total Issues", "Total Discussions", "Total Wanted Issues",
         "Issue Resolved Rate (%)", "Discussion Resolved Rate (%)",
-        "Total Wanted Issues", "Resolved Wanted Issues", "Wanted Issue Resolved Rate (%)",
+        "Wanted Issue Resolved Rate (%)", "Resolved Wanted Issues", 
         "Resolved Issues", "Resolved Discussions"
     ]
     for col in numeric_cols:
@@ -539,8 +537,8 @@ def get_leaderboard_dataframe():
             df[col] = pd.to_numeric(df[col], errors='coerce').fillna(0)
 
     # Sort by Total Wanted Issues descending (primary metric for this leaderboard)
-    if "Total Wanted Issues" in df.columns and not df.empty:
-        df = df.sort_values(by="Total Wanted Issues", ascending=False).reset_index(drop=True)
+    if "Issue Resolved Rate (%)" in df.columns and not df.empty:
+        df = df.sort_values(by="Issue Resolved Rate (%)", ascending=False).reset_index(drop=True)
 
     print(f"Final DataFrame shape: {df.shape}")
     print("="*60 + "\n")

msr.py

@@ -9,9 +9,6 @@ import duckdb
 import backoff
 import requests
 import requests.exceptions
-from apscheduler.schedulers.blocking import BlockingScheduler
-from apscheduler.triggers.cron import CronTrigger
-import logging
 import traceback
 import re
 
@@ -57,17 +54,6 @@ BATCH_SIZE_DAYS = 1  # Process 1 day at a time (~24 hourly files)
 # Retry configuration
 MAX_RETRIES = 5
 
-# Upload configuration
-UPLOAD_DELAY_SECONDS = 5
-UPLOAD_MAX_BACKOFF = 3600
-
-# Scheduler configuration
-SCHEDULE_ENABLED = False
-SCHEDULE_DAY_OF_WEEK = 'fri'  # Friday
-SCHEDULE_HOUR = 0
-SCHEDULE_MINUTE = 0
-SCHEDULE_TIMEZONE = 'UTC'
-
 # =============================================================================
 # UTILITY FUNCTIONS
 # =============================================================================
@@ -1249,51 +1235,9 @@ def mine_all_agents():
             except Exception as e:
                 print(f"   ⚠ Failed to remove cache file: {str(e)}")
 
-
-# =============================================================================
-# SCHEDULER SETUP
-# =============================================================================
-
-def setup_scheduler():
-    """Set up APScheduler to run mining jobs periodically."""
-    logging.basicConfig(
-        level=logging.INFO,
-        format='%(asctime)s - %(name)s - %(levelname)s - %(message)s'
-    )
-
-    logging.getLogger('httpx').setLevel(logging.WARNING)
-
-    scheduler = BlockingScheduler(timezone=SCHEDULE_TIMEZONE)
-
-    trigger = CronTrigger(
-        day_of_week=SCHEDULE_DAY_OF_WEEK,
-        hour=SCHEDULE_HOUR,
-        minute=SCHEDULE_MINUTE,
-        timezone=SCHEDULE_TIMEZONE
-    )
-
-    scheduler.add_job(
-        mine_all_agents,
-        trigger=trigger,
-        id='mine_all_agents',
-        name='Mine GHArchive data for all assistants',
-        replace_existing=True
-    )
-
-    next_run = trigger.get_next_fire_time(None, datetime.now(trigger.timezone))
-    print(f"Scheduler: Weekly on {SCHEDULE_DAY_OF_WEEK} at {SCHEDULE_HOUR:02d}:{SCHEDULE_MINUTE:02d} {SCHEDULE_TIMEZONE}")
-    print(f"Next run: {next_run}\n")
-
-    print(f"\nScheduler started")
-    scheduler.start()
-
-
 # =============================================================================
 # ENTRY POINT
 # =============================================================================
 
 if __name__ == "__main__":
-    if SCHEDULE_ENABLED:
-        setup_scheduler()
-    else:
-        mine_all_agents()
+    mine_all_agents()