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Parse, Audit, Query, Build, and Modify Cisco IOS-style and JunOS-style configs

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ciscoconfparse2

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Introduction: What is ciscoconfparse2?

Summary

ciscoconfparse2 is similar to an advanced grep and diff that handles multi-vendor network configuration files (such as those from Arista, Cisco, F5, Juniper, Palo Alto, etc); it is the next generation of ciscoconfparse, which was the primary development package from 2007 until 2023.

A ciscoconfparse2 example

Assume you have a bunch of interfaces in a configuration. How do you find which ones are shutdown?

One way is manually reading the whole Cisco IOS-XE configuration. Another option is ciscoconfparse2

>>> from ciscoconfparse2 import CiscoConfParse
>>>
>>> parse = CiscoConfParse("/path/to/config/file")
>>> intf_cmds = parse.find_parent_objects(["interface", "shutdown"])
>>>
>>> shut_intf_names = [" ".join(cmd.split()[1:]) for cmd in intf_cmds]
>>>
>>> shut_intf_names
['GigabitEthernet1/5', 'TenGigabitEthernet2/2', 'TenGigabitEthernet2/3']
>>>

Another ciscoconfparse2 example

Assume you have this IOS-XR bgp configuration:

router bgp 65534
  bgp router-id 10.0.0.100
  address-family ipv4 unicast
  !
  neighbor 10.0.0.37
    remote-as 64000
    route-policy EBGP_IN in
    route-policy EBGP_OUT out
  !
  neighbor 10.0.0.1
    remote-as 65534
    update-source Loopback0
    route-policy MANGLE_IN in
    route-policy MANGLE_OUT out
      next-hop-self
  !
  neighbor 10.0.0.34
    remote-as 64000
    route-policy EBGP_IN in
    route-policy EBGP_OUT out

You can generate the list of EBGP peers pretty quickly with this script:

from ciscoconfparse2 import CiscoConfParse

parse = CiscoConfParse(
    "/path/to/config/file"
)  # Or read directly from a list of strings

# Get all neighbor configuration branches
branches = parse.find_object_branches(("router bgp", "neighbor", "remote-as"))

# Get the local BGP ASN
bgp_cmd = branches[0][0]
local_asn = bgp_cmd.split()[-1]

# Find EBGP neighbors for any number of peers...
for branch in branches:

    # Extract individual instances for each BGP neighbor "branch"
    neighbor_obj = branch[1]
    remote_asn_obj = branch[2]

    # Use the BaseCfgLine().split() method to get the peer address and ASN
    neighbor_addr = neighbor_obj.split()[-1]
    remote_asn = remote_asn_obj.split()[-1]

    # Only grab EBGP neighbors...
    if local_asn != remote_asn:
        print(f"EBGP NEIGHBOR {neighbor_addr}, ASN {remote_asn}")

When you run that, you'll see:

$ python example.py
EBGP NEIGHBOR 10.0.0.37, ASN 64000
EBGP NEIGHBOR 10.0.0.34, ASN 64000
$

There is a lot more possible; see the tutorial.

CLI Tool

ciscoconfparse2 distributes a CLI tool that will diff and grep various network configuration or text files.

API Examples

The API examples are documented on the web

Why

ciscoconfparse2 is a Python library that helps you quickly search for questions like these in your router / switch / firewall / load-balancer / wireless text configurations:

  • What interfaces are shutdown?
  • Which interfaces are in trunk mode?
  • What address and subnet mask is assigned to each interface?
  • Which interfaces are missing a critical command?
  • Is this configuration missing a standard config line?

It can help you:

  • Audit existing router / switch / firewall / wlc configurations
  • Modify existing configurations
  • Build new configurations

Speaking generally, the library examines a text network config and breaks it into a set of linked parent / child relationships. You can perform complex queries about these relationships.

Cisco IOS config: Parent / child

What changed in ciscoconfparse2?

In late 2023, I started a rewrite because ciscoconfparse is too large and has some defaults that I wish it didn't have. I froze ciscoconfparse PYPI releases at version 1.9.52; there will be no more ciscoconfparse PYPI releases.

What do you do? Upgrade to ciscoconfparse2!

Here's why, it:

  • Includes a handy CLI command (including greps for mac addresses and IPv4 / IPv6 subnets)
  • Streamlines the API towards a simpler user interface.
  • Removes legacy and flawed methods from the original (this could be a breaking change for old scripts).
  • Adds string methods to BaseCfgLine() objects
  • Defaults ignore_blank_lines=False (this could be a breaking change for old scripts).
  • Is better at handling multiple-child-level configurations (such as IOS XR and JunOS)
  • Can search for parents and children using an arbitrary list of ancestors
  • Adds the concept of change commits; this is a config-modification performance feature that ciscoconfparse lacks
  • Adds an auto_commit keyword, which defaults True
  • Documents much more of the API
  • Intentionally requires a different import statement to minimize confusion between the original and ciscoconfparse2
  • Vasly improves Cisco IOS diffs

Cisco and Other Vendor-Specific factory parsers

Years ago, I introduced a beta-quality feature called factory, where I built vendor-specific syntax parsers to extract values from Cisco and other vendor configs.

This feature turned out to be a bad design decision; however, it's also much more popular than I imagined.

Going forward I strongly discourage people from using factory features. There will be no further development on vendor-specific factory parsers (such as models_cisco.py).

I truly apologize for any disappointment.

Docs, Installation, and Dependencies

Installation and Downloads

  • Use pip for Python3.x... :

    python -m pip install ciscoconfparse2
    

Dependencies

Pre-requisites

The ciscoconfparse2 python package requires Python versions 3.10+.

What is the pythonic way of handling script credentials?

  1. Never hard-code credentials
  2. Use python-dotenv

Other Resources

Are you releasing licensing besides GPLv3?

I will not. however, if it's truly a problem for your company, there are commercial solutions available (to include purchasing the project, or hiring me).

Bug Tracker and Support

License and Copyright

ciscoconfparse2 is licensed GPLv3

  • Copyright (C) 2026 David Michael Pennington

The word "Cisco" is a registered trademark of Cisco Systems.

Author

ciscoconfparse2 was written by David Michael Pennington and other contributors.

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