File size: 2,322 Bytes
c125779 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 74 75 76 | #!/usr/bin/env -S uv run
# /// script
# requires-python = ">=3.10"
# dependencies = [
# "datasets",
# "huggingface_hub",
# ]
# ///
"""
MCP Clients Pipeline
Runs the full extract → deduplicate pipeline for the MCP clients dataset.
Usage:
uv run https://huggingface.co/datasets/evalstate/mcp-clients/resolve/main/pipeline.py
The pipeline:
1. Extracts unique clients from evalstate/hf-mcp-logs
2. Pushes to evalstate/mcp-clients (raw split)
3. Creates deduplicated view
4. Pushes to evalstate/mcp-clients (deduplicated split)
"""
import subprocess
import sys
from datetime import datetime
def run_script(url: str, args: list[str]) -> bool:
"""Run a script via uv run and return success status."""
cmd = ["uv", "run", url] + args
print(f"[{datetime.now().isoformat()}] Running: {' '.join(cmd)}", file=sys.stderr)
result = subprocess.run(cmd, capture_output=False)
if result.returncode == 0:
print(f"[{datetime.now().isoformat()}] Success", file=sys.stderr)
return True
else:
print(f"[{datetime.now().isoformat()}] Failed with exit code {result.returncode}", file=sys.stderr)
return False
def main():
base_url = "https://huggingface.co/datasets/evalstate/mcp-clients/resolve/main"
print(f"[{datetime.now().isoformat()}] Starting MCP clients pipeline...", file=sys.stderr)
# Step 1: Extract to raw split
print(f"[{datetime.now().isoformat()}] Step 1: Extracting clients from hf-mcp-logs...", file=sys.stderr)
success = run_script(
f"{base_url}/extract_mcp_clients.py",
["--push-to-hub", "--split", "raw"]
)
if not success:
print(f"[{datetime.now().isoformat()}] Pipeline failed at extract step", file=sys.stderr)
sys.exit(1)
# Step 2: Deduplicate to deduplicated split
print(f"[{datetime.now().isoformat()}] Step 2: Creating deduplicated view...", file=sys.stderr)
success = run_script(
f"{base_url}/deduplicate_clients.py",
["--push-to-hub"]
)
if not success:
print(f"[{datetime.now().isoformat()}] Pipeline failed at dedup step", file=sys.stderr)
sys.exit(1)
print(f"[{datetime.now().isoformat()}] Pipeline complete!", file=sys.stderr)
if __name__ == "__main__":
main()
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