Skip to main content

HFT-grade Linux infrastructure validator. Audits kernel, CPU, network, and clock settings against trading latency best practices.

Project description

latency-audit

PyPI version Python Versions License: MIT Code style: Ruff Pre-commit CI Codecov

The HFT Validator. A ruthless CLI tool that audits Linux infrastructure against Tier 1 High-Frequency Trading standards.


The Problem

Default Linux kernels are tuned for throughput (web servers), not latency (trading).

A single misconfigured setting can cost you:

Misconfiguration Latency Penalty
swappiness > 0 +100µs (page fault)
transparent_hugepages=always +50µs (compaction stalls)
GRO/LRO enabled +30µs per packet
Wrong CPU governor +200µs (frequency scaling)
C-States enabled +500µs (wake-up latency)

In HFT, 1 microsecond = $1M/year. These defaults are silent killers.


What It Checks

Kernel

  • Swappiness (should be 0)
  • Transparent Hugepages (should be never)
  • Kernel preemption model

CPU

  • Frequency Governor (should be performance)
  • C-States (should be disabled)
  • Core Isolation (isolcpus configuration)
  • NUMA topology awareness

Network

  • NIC Offloads (GRO/LRO/TSO should be OFF for latency-critical paths)
  • IRQ affinity
  • Ring buffer sizes

Clock

  • TSC reliability (constant_tsc, nonstop_tsc)
  • Clocksource configuration

Installation

pip install latency-audit

Or install from source for the latest:

pip install git+https://github.com/padalan/latency-audit.git

Usage

Quick Audit (Read-Only)

latency-audit

Example output:

latency-audit v0.1.2

┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃                           KERNEL CONFIGURATION                            ┃
┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┛
  [PASS] swappiness = 0
  [FAIL] transparent_hugepages = always (should be: never)
  [PASS] kernel.sched_min_granularity_ns = 100000

┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┓
┃                            CPU CONFIGURATION                              ┃
┗━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┛
  [PASS] governor = performance (all cores)
  [FAIL] C-States enabled (max_cstate = 9, should be: 0)

JSON Output (for CI/CD)

latency-audit --json
{
  "score": 72,
  "checks": [
    {"name": "swappiness", "status": "pass", "value": 0},
    {"name": "thp", "status": "fail", "value": "always", "expected": "never"}
  ]
}

Check Specific Categories

latency-audit --category kernel
latency-audit --category cpu
latency-audit --category network

Security

This tool is read-only by design. It:

  • Reads /proc and /sys filesystem
  • Reads sysctl values
  • Inspects NIC settings via ethtool
  • Never modifies any settings
  • Never requires root (though some checks are more complete with it)

Contributing

Contributions are welcome! Please read CONTRIBUTING.md for guidelines.

# Clone and install dev dependencies
git clone https://github.com/padalan/latency-audit.git
cd latency-audit
pip install -e ".[dev]"

# Install pre-commit hooks
pre-commit install

# Run tests
pytest

Roadmap

  • --fix mode with guided remediation
  • Benchmark mode (measure actual latency)
  • Docker container for isolated testing
  • Ansible playbook generation
  • Integration with Prometheus/Grafana

License

MIT © Nikhil Padala


Built with obsessive attention to microseconds.

Project details


Download files

Download the file for your platform. If you're not sure which to choose, learn more about installing packages.

Source Distribution

latency_audit-0.1.3.tar.gz (23.9 kB view details)

Uploaded Source

Built Distribution

If you're not sure about the file name format, learn more about wheel file names.

latency_audit-0.1.3-py3-none-any.whl (18.1 kB view details)

Uploaded Python 3

File details

Details for the file latency_audit-0.1.3.tar.gz.

File metadata

  • Download URL: latency_audit-0.1.3.tar.gz
  • Upload date:
  • Size: 23.9 kB
  • Tags: Source
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for latency_audit-0.1.3.tar.gz
Algorithm Hash digest
SHA256 69bf4be8300370e29dfbe02f65d79ad27de4c172d3c3c534d75a732d0acf1972
MD5 330a3c4821c6f87813bcb0ce1fd77249
BLAKE2b-256 19908fe2582f126a64d535b502b40022106b5e0ead675cab35eecd578e700240

See more details on using hashes here.

Provenance

The following attestation bundles were made for latency_audit-0.1.3.tar.gz:

Publisher: publish.yml on padalan/latency-audit

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

File details

Details for the file latency_audit-0.1.3-py3-none-any.whl.

File metadata

  • Download URL: latency_audit-0.1.3-py3-none-any.whl
  • Upload date:
  • Size: 18.1 kB
  • Tags: Python 3
  • Uploaded using Trusted Publishing? Yes
  • Uploaded via: twine/6.1.0 CPython/3.13.7

File hashes

Hashes for latency_audit-0.1.3-py3-none-any.whl
Algorithm Hash digest
SHA256 d7f04ff0bac15fdedf8bd28ea28652199c148b141254de66600bd6033857a8d1
MD5 88f8fb170cf64f8a81171d6997bc1cbb
BLAKE2b-256 19498d5477f8b26ac1f2329b086843d2eca8034fdb9c04fc86027441553f8bf3

See more details on using hashes here.

Provenance

The following attestation bundles were made for latency_audit-0.1.3-py3-none-any.whl:

Publisher: publish.yml on padalan/latency-audit

Attestations: Values shown here reflect the state when the release was signed and may no longer be current.

Supported by

AWS Cloud computing and Security Sponsor Datadog Monitoring Depot Continuous Integration Fastly CDN Google Download Analytics Pingdom Monitoring Sentry Error logging StatusPage Status page