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Batfish is a network configuration analysis tool that can find bugs and guarantee the correctness of (planned or current) network configurations. It enables network engineers to rapidly and safely evolve their network, without fear of outages or security breaches.



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Got questions, feedback, or feature requests? Join our community on Slack!


What is Batfish?

Batfish is a network validation tool that provides correctness guarantees for security, reliability, and compliance by analyzing the configuration of network devices. It builds complete models of network behavior from device configurations and finds violations of network policies (built-in, user-defined, and best-practices).

A primary use case for Batfish is to validate configuration changes before deployment (though it can be used to validate deployed configurations as well). Pre-deployment validation is a critical gap in existing network automation workflows. By including Batfish in automation workflows, network engineers can close this gap and ensure that only correct changes are deployed.

Batfish does NOT require direct access to network devices. The core analysis requires only the configuration of network devices. This analysis may be enhanced using additional information from the network such as:

  • BGP routes received from external peers
  • Topology information represented by LLDP/CDP

See for technical information on how it works.

What kinds of correctness checks does Batfish support?

The Batfish YouTube channel (subscribe!) and Python notebooks illustrate many checks. Batfish checks span a range of network behaviors.

Configuration Compliance

  • Flag undefined-but-referenced or defined-but-unreferenced structures (e.g., ACLs, route maps)
  • Configuration settings for MTUs, AAA, NTP, logging, etc. match templates
  • Devices can only be accessed using SSHv2 and password is not null


  • End-to-end reachability is not impacted for any flow after any single-link or single-device failure
  • Certain services (e.g., DNS) are globally reachable


  • Sensitive services can be reached only from specific subnets or devices
  • Paths between endpoints are as expected (e.g., traverse a firewall, have at least 2 way ECMP, etc...)

Change Analysis

  • End-to-end reachability is identical across the current and a planned configuration
  • Planned ACL or firewall changes are provably correct and causes no collateral damage for other traffic
  • Two configurations, potentially from different vendors, are functionally equivalent

How do I get started?

1. Run the Batfish service

Getting started with Batfish is easy. Just pull and run the latest allinone Docker container that includes Batfish as well as example Jupyter notebooks.

docker pull batfish/allinone

docker run --name batfish -v batfish-data:/data -p 8888:8888 -p 9997:9997 -p 9996:9996 batfish/allinone

The second command starts the Batfish service and maps the necessary TCP ports.

Advanced Docker configuration:

The amount of memory available to Batfish is determined by the Docker configuration. You may wish to supply the --memory command-line argument to explicitly set this value.

On Linux systems that run the OOM Killer, you may also wish to supply the --oom-kill-disable argument, which runs in conjunction with the --memory argument to prevent Linux from killing Batfish when there is memory pressure on the system.

2. Browse example notebooks (optional)

If you are new to Batfish, consider walking through our notebooks which highlight different capabilities and use cases of Batfish. Point your browser to http://localhost:8888, and in the Password or token: prompt, enter the token that Jupyter showed when you ran the container (e.g. token=abcdef123456...).

Jupyter will show you the list of available notebooks. "Getting Started with Batfish" is a good one to start with. This README explains what each notebook does.

3. Install Pybatfish

To analyze your network configurations, you also need Pybatfish, a Python 3 SDK to interact with the Batfish service. Though not strictly necessary, we recommend that you install Pybatfish in a virtual environment.

To install Pybatfish run the following commands (in a virtual environment if applicable):

python3 -m pip install --upgrade pybatfish

4. Develop your analysis

After installing Pybatfish, use your Python environment of choice (e.g., PyCharm, interactive Python shell, Jupyter, ..) to interact with Batfish. The notebooks provide examples of such scripts.

See complete documentation of Pybatfish on readthedocs.

System Requirements for running Batfish

Batfish can be run on any operating system that supports Docker. The containers are actively tested on Mac OS X and Ubuntu 16.04 LTS.

To get started with the example Jupyter notebooks, all you need is a reasonably capable laptop:

  • Dual core CPU
  • 8 GB RAM
  • 256 GB hard-drive

When you transition to running Batfish on your own network, we recommend a server that at least has:

  • Quad-core CPU with 2 threads per CPU
  • 32 GB RAM
  • 256 GB hard-drive

Supported Network Device and Operating System List

Batfish supports configurations for a large and growing set of (physical and virtual) devices, including:

  • A10 Networks
  • Arista
  • AWS (VPCs, Network ACLs, VPN GW, NAT GW, Internet GW, Security Groups, etc…)
  • Cisco (All Cisco NX-OS, IOS, IOS-XE, IOS-XR and ASA devices)
  • Check Point
  • Cumulus
  • F5 BIG-IP
  • Fortinet
  • Free-Range Routing (FRR)
  • iptables (on hosts)
  • Juniper (All JunOS platforms: MX, EX, QFX, SRX, T-series, PTX)
  • Palo Alto Networks
  • SONiC

Batfish has limited support for the following platforms:

  • Aruba
  • Dell Force10
  • Foundry

If you'd like support for additional vendors or currently-unsupported configuration features, let us know via Slack or GitHub. We'll try to add support. Or, you can — we welcome pull requests! :)

License and Dependencies

Batfish is released under The Apache Software License, Version 2.0. All third-party dependencies are compatible with this licensing.


Batfish is a network configuration analysis tool that can find bugs and guarantee the correctness of (planned or current) network configurations. It enables network engineers to rapidly and safely evolve their network, without fear of outages or security breaches.








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