pybatfish
Python API and utilities for Batfish
What it is and what it does
Pybatfish provides a Python interface to Batfish, a network configuration analysis engine that validates device settings for correctness without needing live network access. It reads device configurations (from routers, switches, firewalls, etc.) and checks them against security policies, reliability requirements, and compliance rules—catching misconfigurations before deployment. The tool can verify end-to-end reachability, test how configurations behave after link or device failures, validate ACL and firewall rules, and compare configurations across vendors.
The package wraps Batfish's analysis capabilities in a Python API suitable for automation workflows, Jupyter notebooks, or integration into CI/CD pipelines. It depends on standard libraries like pandas, requests, and PyYAML for data handling and communication with a separate Batfish server instance. Network engineers use it to close the gap between configuration changes and deployment by proving correctness before changes go live.
Use it for:
- Validate network configuration changes before deployment to catch policy violations and misconfigurations early
- Test end-to-end reachability and verify that single-link or single-device failures don't break critical paths
- Verify that ACL and firewall rule changes are correct and don't inadvertently block legitimate traffic
- Check configuration compliance against organizational standards (MTU, AAA, NTP, SSH settings, etc.)
- Analyze network behavior across different vendor devices to ensure functional equivalence
- Integrate network validation into automation workflows and CI/CD pipelines for continuous compliance
Worth the install?
AI-flagged interpretation of the facts on this page — verify before relying
Pybatfish is a Python client for Batfish, a network validation tool that analyzes device configurations to verify security, reliability, and compliance without requiring direct device access.
Yes, if you operate a network and need pre-deployment validation. Pybatfish is actively maintained, has low install friction, and solves a real gap in network automation by providing correctness guarantees without live device access. The permissive Apache 2.0 license poses no restriction. Caveat: Batfish server must be installed separately, which adds operational overhead; evaluate that dependency against your deployment model.
Install
pybatfish on PyPI
pip
pip install pybatfishuv
uv add pybatfishpoetry
poetry add pybatfishInstalling pybatfish
Before you install
Low install friction with a pure-wheel distribution and common dependencies. Actively maintained with recent releases; last commit 2026-08-12 and 242 repository stars indicate ongoing development.
License in practice
Licensed under Apache License 2.0 (permissive), allowing commercial and private use with minimal restrictions.
Quickstart
pip install pybatfish
import pybatfish
# Requires Batfish server running separately; see https://github.com/batfish/batfish
Batfish server must be installed and running separately; pybatfish is a client library only and cannot function standalone.
Verify before relying
- Whether Batfish server installation complexity or system requirements would affect typical adoption
- Performance characteristics when analyzing large or complex network configurations
- Availability of pre-built Batfish server distributions or containerized deployment options
Package facts
| License | Apache License 2.0 (permissive) |
| Python support | supports the current Python release (>=3.9) |
| Install friction | low — pure-Python wheel |
| Runtime dependencies | 10 — attrs, deepdiff, pandas, python-dateutil, PyYAML, requests, requests-toolbelt, setuptools, simplejson, urllib3 |
| Maintenance | actively maintained — 403 days since the last release |
| Last repo commit | |
| First released | |
| Downloads | 101,747/month — #12,919 on PyPI (30-day window, as of 2026-08-14) |
| Known vulnerabilities | none known (OSV.dev, checked 2026-08-14) |
Evidence: pybatfish-2025.7.7.2423-py3-none-any.whl
Keywords: network, configuration, verification
Tags
More Python Modules packages
Converts domain names between Unicode and…
permissive · top 100 on PyPI
setuptoolsSetuptools is a Python build backend and…
permissive · top 100 on PyPI
PyYAMLPyYAML parses and emits YAML 1.1 data format,…
permissive · top 100 on PyPI
pydanticPydantic validates Python data structures…
permissive · top 100 on PyPI
annotated-typesProvides reusable metadata objects for use with…
permissive · top 100 on PyPI
typing-inspectionProvides runtime tools to inspect and…
permissive · top 100 on PyPI
nbvalA pytest plugin that treats Jupyter notebooks…
permissive · top 15,000 on PyPI
nbtoolbeltnbtoolbelt provides command-line and library…
permissive · top 15,000 on PyPI
bumbleBumble is a full-featured Bluetooth stack…
permissive · top 15,000 on PyPI
nbmakeA pytest plugin that executes Jupyter notebooks…
permissive · top 15,000 on PyPI
jupyterhubJupyterHub is a multi-user server that spawns,…
permissive · top 15,000 on PyPI
nbdevnbdev is a notebook-driven development platform…
permissive · top 15,000 on PyPI
agent_governance_toolkitUnified installer that bundles policy…
permissive · top 15,000 on PyPI
pyobjc-framework-DeviceCheckProvides Python bindings to Apple's DeviceCheck…
permissive · top 15,000 on PyPI
wafw00fIdentifies and fingerprints web application…
permissive · top 15,000 on PyPI
nbsphinxnbsphinx is a Sphinx extension that parses…
permissive · top 5,000 on PyPI