Nornir Inventory: A Detailed Guide

Nornir Inventory: A Detailed Guide

Staying ahead in the field of network management requires a combination of innovative tools. Enter Nornir, a framework that has been causing a stir in the network automation industry. Nornir Inventory is a solid network management solution created to optimize network operations, increase efficiency, and increase productivity. In this article, we’ll dive into Nornir Inventory’s complexities and look at its setup, structure, choices for modification, and real-world applications.

People walking down the aisle in a warehouse

An Overview of Nornir Inventory

Nornir is a dynamic open-source Python automation framework created primarily for network orchestration and automation. It gives network administrators and engineers a flexible toolkit for managing configurations, automating routine network activities, and improving network infrastructure. 

Nornir Inventory is an inventory management system created to collect, organize, and access data on network assets and devices. It helps network managers to preserve important information about equipment, including routers, switches, firewalls, servers, and more. The information can include IP addresses, hostnames, kinds, device access credentials, and any additional metadata required for network management.

With Nornir Inventory, network administrators can do the following:

  • Automate routine tasks, such as backups, device provisioning, and configuration changes.
  • Ensure configurations are standardized and comply with policies.
  • Monitor network changes and respond proactively to issues.
  • Enhance security by identifying and addressing vulnerabilities.
  • Streamline troubleshooting with accurate device and configuration information.
Nornir is a dynamic open-source Python automation framework created primarily for network orchestration and automation.

Why Inventory Matters in Network Automation

The importance of inventory in network automation cannot be overemphasized. Here are some reasons why.

Asset visibility: Inventory offers complete visibility into your network infrastructure. It provides a detailed list of all devices, their locations, configurations, and dependencies. This visibility is essential for accurate decision-making and troubleshooting.

Efficient task execution: Automation relies on precise knowledge of network assets to perform tasks. Inventory ensures that automation scripts can target the right devices, apply configurations, and execute tasks efficiently.

Risk mitigation: Knowing your network’s inventory helps you identify vulnerabilities, outdated devices, and configurations that pose security risks. You can then use automation to remediate these issues promptly.

Consistency: Inventory ensures consistency in network operations. Automation scripts can be applied uniformly across devices to reduce the risk of human errors and make configurations consistent and compliant.

Efficiency and time savings: Automation driven by accurate inventory data can significantly reduce manual tasks, saving time and resources.

Adaptability: Modern networks are dynamic, with devices constantly being added or replaced. Inventory tools can automatically discover and update asset information, keeping your inventory current.

A Practical Guide for Using Nornir Inventory

How to Set it Up

Before you start, make sure you have Python installed on your system as both Nornir and Nornir Inventory are Python-based tools. Once that is done, install Nornir using this command:

pip install nornir

You should get an output like this:

Now that Nornir has been initialized, we’ll use the SimpleInventory plugin. This plugin makes it possible to pass in inventory data from YAML files. Create a Nornir-project directory that will contain the files needed for Nornir inventory operations.

Understand the Structure

The Nornir Inventory structure consists of three main components:

  • Hosts: individual network devices.
  • Groups: collections of hosts.
  • Defaults: attributes that are applied to all hosts, regardless of their group assignment.

To access information about the hosts, groups, and defaults, you will have to create a file for each of them.

  • Create an inventory folder in the Nornir-project directory that you created earlier.
  • Create a hosts.yaml file in that directory. You can use any text editor of your choice to write the content of this file. It will contain information about your network devices, such as hostname, IP address, platform, operating system, and other relevant attributes as you deem fit. Here is an example you can use:
  port: 22
  username: netbox 
  password: netbox123
  platform: ios
    - cisco

  port: 22
  username: netbox 
  password: netbox123
  platform: junos
    - juniper

Once you’ve created the hosts.yaml file, create the groups.yaml file. The content of the file will include the following:

R1: {}
R2: {}

Create the defaults.yaml file, which will contain the following:

username: netbox
password: netbox123

Then create the config.yaml file.

  plugin: nornir.plugins.inventory.simple.SimpleInventory

   host_file: 'inventory/hosts.yaml'
   group_file: 'inventory/groups.yaml'
   defaults_file: 'inventory/defaults.yaml'

Next, create a file in the main directory.

# Import dependencies

from nornir import InitNornir

nr = InitNornir(config_file="config.yaml")

def my_task(task):
  print(f"Running my_task on {}")

result =

Use the following command to run the program:


The output should look like this:

For each host (R1 and R2) defined in the inventory, the script executes the my_task function. It outputs a message to each host indicating that the task is being executed.

How to Customize and Use Nornir Inventory

After you’ve initialized Nornir Inventory, you can customize it to suit your needs. For example, you can add or remove hosts, groups, and defaults. 

You can use Nornir Inventory to filter devices, run tasks, and automate config changes. For instance, here’s how to filter devices based on their platform:

from nornir import InitNornir
nr = InitNornir(config_file="config.yaml")

# Define a function to filter devices based on their platform
def filter_platform(task):

    # Specify the platform you want to filter by (e.g., "ios", "junos", etc.)
    desired_platform = "ios"
    return == desired_platform

# Filter devices based on platform
filtered_hosts = nr.filter(filter_func=filter_platform)

# Define a task to run on the filtered devices
def my_task(task):
    print(f"Running my_task on {} with platform {}")

# Run the task on the filtered devices
result =

This code will run the my_task function only on the hosts that have the specified platform (e.g., ios). You can adjust the desired_platform variable to filter hosts based on different platforms. The output should look like this:

Here is another example of how Nornir Inventory can be used to automate configuration changes:

from nornir import InitNornir
from nornir.plugins.tasks.networking import napalm_configure
from nornir.plugins.functions.text import print_result

# Initialize Nornir and load the configuration from "config.yaml"
nr = InitNornir(config_file="config.yaml")

# Define a function to filter devices based on their platform
def filter_platform(task):
    desired_platforms = ["ios", "junos"]  # Platforms you want to target
    return in desired_platforms

# Filter devices based on platform
filtered_hosts = nr.filter(filter_func=filter_platform)

# Define a configuration task using Napalm for Cisco IOS devices
def configure_ios(task):
    ios_config = [
        "interface Loopback0",
        "ip address",
        "description Nornir Loopback",
        dry_run=True,  # Set to False to actually make changes
        replace=False,  # Set to True to replace the entire configuration

# Run the configuration task on filtered devices
config_result =

# Print the results

This code shows how to use Nornir and Napalm to automate configuration updates on a subset of network devices based on their platform. Configure the configure_ios job and filtering criteria to your individual use case and network environment. The output should look like this:

This output indicates that the configuration task for two devices, and, was successful. It displays the changes performed (if any) and any cautions for each device. It configures a loopback interface on the IOS device and updates the interface configuration on the Junos device in this example.

Consider Netbox as an Inventory

Netbox is a free and open-source online application for managing network infrastructure. It’s a one-stop shop for managing and documenting everything about your network, from devices and IP addresses to circuits and rack elevations. Netbox is well-known for its versatility and comprehensive feature set, which makes it an effective tool for network engineers.

Now, here’s where the magic happens: by integrating Netbox as an inventory source for Nornir, you gain access to a wealth of data and functionalities that can supercharge your automation workflows. 

Centralized data: Netbox acts as a single source of truth for your network data. Nornir pulling information directly from Netbox helps you ensure that your automation tasks are based on the most up-to-date and accurate data.

Robust device information: Netbox stores detailed information about network devices, including their type, status, location, and connections. Nornir can harness this wealth of information to effectively execute tasks and automate configurations.

IP address management: Managing IP addresses becomes a breeze when you leverage Netbox’s IP address management capabilities. Nornir can seamlessly integrate with Netbox to allocate and manage IP addresses as needed during automation tasks.

Custom metadata: Netbox allows you to add custom metadata fields to your network objects. Whether it’s tagging devices for specific purposes or adding custom attributes, Nornir can use this metadata to drive automation decisions.

How to Use Netbox as an Inventory

You can use Netbox as a Nornir Inventory by using the nornir_netbox plugin.

To do that, you will have to install the plugin using the following command:

pip install nornir_netbox

You then need to know the following from your NetBox instance:

  • The NetBox URL
  • A NetBox API token

Once you have these there are two options to configure Nornir to use NetBoxInvetory2 as the inventory source:

  1. Defining the inventory in Nornir’s configuration config.yaml file
  2. Defining the inventory in Nornir’s InitNornir constructor

Nornir configuration file

The relevant section of the configuration is the inventory section. In this section we will have to specify the plugin you want to use and the options to configure the plugin.

  plugin: NetBoxInventory2
    nb_url: https://netbox.local:8000
    nb_token: "1234567890"

You can then use the configuration file to initialise Nornir:

from nornir import InitNornir
nr = InitNornir(config_file="config.yaml")

Nornir constructor

You can achieve the same goal by using the Nornir InitNornir constructor. InitNornir accepts an inventory argument, which allows us to specify the inventory plugin to use.

from nornir import InitNornir

nr = InitNornir(
        "options": {
            "nb_url": "https://netbox.local:8000",
            "nb_token": "1234567890"

Both options will create a Nornir Inventory object that will be populated with data from Netbox. You can then use Nornir Inventory for your needs, be it to filter devices, run tasks, and automate configuration changes. You can more detailed set up information in the official docs for the nornir_netbox inventory plugin.

For more information, check out Nornir Python Tutorial: Get Started With Network Automation.

Nornir Inventory is a powerful tool that can help you automate your network tasks.


Nornir Inventory is a powerful tool that can help you automate your network tasks. As a network engineer or administrator, you can streamline your tasks, improve network security, and guarantee the effective operation of your infrastructure by making use of its flexibility, extensibility, and parallel execution capabilities. Nornir Inventory is a network management solution that is worth exploring whether your network is small or enterprise-level.

For more information on how to use Nornir Inventory, please visit the Nornir Documentation and NetBox Blog.

This post was written by James Ajayi. James is a Software Developer and Technical Writer. He is passionate about frontend development and enjoys creating educative and engaging content that simplifies technical concepts for readers to easily understand. With his content, he helps SaaS brands to increase brand awareness, product usage, and user retention.

Share the Post:

Related Posts