Commit
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71d6f99
1
Parent(s):
76fb80b
speed test script
Browse files- network-speed-test.py +126 -0
network-speed-test.py
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#!/usr/bin/env python3
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# /// script
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# requires-python = ">=3.10"
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# dependencies = []
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# ///
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"""
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Simple network speed test for HF Jobs.
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Tests download speed by fetching a file from Hugging Face Hub.
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Useful for verifying network performance in different HF Jobs flavors.
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Usage:
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# Run locally
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uv run network-speed-test.py
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# Run on HF Jobs
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hfjobs run --flavor l4x1 \
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-e HF_TOKEN=$(python3 -c "from huggingface_hub import get_token; print(get_token())") \
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uv run https://huggingface.co/datasets/uv-scripts/jobs-utils/raw/main/network-speed-test.py
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Example output:
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Testing download speed...
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Downloaded 100.0 MB in 2.34 seconds
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Download speed: 42.74 MB/s (341.89 Mbps)
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"""
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import sys
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import time
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import urllib.request
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import argparse
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from typing import Optional
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def format_bytes(bytes_value: int) -> str:
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"""Convert bytes to human-readable format."""
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for unit in ["B", "KB", "MB", "GB"]:
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if bytes_value < 1024.0:
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return f"{bytes_value:.2f} {unit}"
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bytes_value /= 1024.0
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return f"{bytes_value:.2f} TB"
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def test_download_speed(url: str, size_hint: Optional[int] = None) -> tuple[float, int]:
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"""
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Download a file and measure speed.
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Returns:
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Tuple of (duration_seconds, bytes_downloaded)
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"""
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print(f"Testing download speed from: {url}")
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print("Downloading...", flush=True)
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start_time = time.time()
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with urllib.request.urlopen(url) as response:
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data = response.read()
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duration = time.time() - start_time
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bytes_downloaded = len(data)
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return duration, bytes_downloaded
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def main():
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parser = argparse.ArgumentParser(
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description="Test network speed for HF Jobs",
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formatter_class=argparse.RawDescriptionHelpFormatter,
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)
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parser.add_argument(
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"--url",
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type=str,
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default="https://huggingface.co/datasets/OpenWebText/resolve/main/README.md",
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help="URL to download for testing (default: sample HF file)",
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)
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parser.add_argument(
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"--large",
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action="store_true",
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help="Use a larger file for testing (~100MB model file)",
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)
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args = parser.parse_args()
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# If --large flag is set, use a bigger file
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test_url = args.url
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if args.large:
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# Use a model file that's about 100MB
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test_url = "https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2/resolve/main/pytorch_model.bin"
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print("Using large file test (~100MB)")
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print("=" * 60)
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print("HF Jobs Network Speed Test")
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print("=" * 60)
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print()
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try:
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duration, bytes_downloaded = test_download_speed(test_url)
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# Calculate speeds
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mb_downloaded = bytes_downloaded / (1024 * 1024)
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speed_mbps = (bytes_downloaded * 8) / (duration * 1_000_000) # Megabits per second
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speed_mb_s = mb_downloaded / duration # Megabytes per second
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print()
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print("=" * 60)
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print("Results:")
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print("=" * 60)
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print(f"Downloaded: {format_bytes(bytes_downloaded)}")
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print(f"Time: {duration:.2f} seconds")
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print(f"Speed: {speed_mb_s:.2f} MB/s ({speed_mbps:.2f} Mbps)")
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print("=" * 60)
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# Exit successfully
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return 0
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except urllib.error.URLError as e:
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print(f"\n❌ Error downloading file: {e}", file=sys.stderr)
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print("\nThis could indicate network connectivity issues.", file=sys.stderr)
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return 1
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except Exception as e:
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print(f"\n❌ Unexpected error: {e}", file=sys.stderr)
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return 1
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if __name__ == "__main__":
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sys.exit(main())
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