Upload mcp_remote_daily_job.py with huggingface_hub

mcp_remote_daily_job.py

@@ -13,28 +13,26 @@ This script analyzes the evalstate/hf-mcp-logs dataset to calculate what proport
 of sessions included "mcp-remote" in the client name on a daily basis.
 
 Usage:
-    uv run mcp_remote_daily_job.py [--limit N]
+    uv run mcp_remote_daily_job.py
 """
 
 import sys
+import os
 import re
-import argparse
 from datetime import datetime
 from collections import defaultdict
 from datasets import load_dataset
 
 
 def main():
-    parser = argparse.ArgumentParser(description="Analyze daily mcp-remote usage")
-    parser.add_argument("--limit", type=int, default=None, help="Limit processing to N rows (for testing)")
-    args = parser.parse_args()
+    # Get HF_TOKEN from environment (passed as secret in HF Jobs)
+    hf_token = os.environ.get("HF_TOKEN")
 
     print(f"[{datetime.now().isoformat()}] Loading dataset from evalstate/hf-mcp-logs...", file=sys.stderr)
-    if args.limit:
-        print(f"[{datetime.now().isoformat()}] LIMIT MODE: Will process at most {args.limit:,} rows", file=sys.stderr)
 
     # Load the source dataset (streaming for large datasets)
-    ds = load_dataset('evalstate/hf-mcp-logs', 'sessions', streaming=True)
+    # Pass token explicitly for private dataset access
+    ds = load_dataset('evalstate/hf-mcp-logs', 'sessions', streaming=True, token=hf_token)
     sessions_ds = ds['sessions']
 
     # Pattern to detect mcp-remote suffix (any version)
@@ -59,10 +57,6 @@ def main():
             print(f"[{datetime.now().isoformat()}] Progress: {total_rows:,} rows processed "
                   f"({rate:.0f} rows/sec)", file=sys.stderr)
 
-        if args.limit and total_rows >= args.limit:
-            print(f"[{datetime.now().isoformat()}] Reached limit of {args.limit:,} rows", file=sys.stderr)
-            break
-
         for i in range(batch_len):
             time_str = batch['time'][i]
             name = batch['name'][i]