How to use the new Constructed Inventory Feature in Ansible Automation Platform 2.4

June 29, 2023 by Alan Rominger

The New Constructed Inventory Feature

In this blog we introduced the idea for a new smarter way of handling inventory based on the Ansible constructed plugin. Now in Ansible Automation Platform 2.4, we have introduced this as a fully supported feature and this blog aims to introduce you to it! 

Constructed inventory is the successor to the existing Smart Inventory feature, and  is now presented as another choice when creating an Inventory in Ansible Automation Platform controller. This will take a list of ‘normal’ inventories as input, perform user-defined operations, filter, and produce a resultant inventory with content from the input inventories.


What is Constructed Inventory?

The function is similar to the existing smart inventory - in that it allows users to run jobs against hosts in multiple inventories. 

Constructed inventory however introduces new capabilities, including the built in ability to define and use both hostvars and groupvars:

  • Groups are present in constructed inventory and play a key role in its configuration.
  • User-defined logic (to add groups, vars, and down-select hosts) is run via ansible-inventory, which controller does for you, and is shown in the UI through an inventory update.
  • The format of user-defined logic is the widely-used Ansible-style jinja2.

A guiding principle is that to create a constructed inventory, you think the same as when writing a playbook. This is in contrast to smart inventory where you had to think about the inventory as the application saw it.


Constructed Inventory in the UI

After you click “Add constructed inventory” under Inventories, this is the menu you will see:


There are three key items unique to constructed inventory.

  • Input inventories is where you will list existing inventories that the constructed inventory will get inventory content (hosts, groups, etc.) from.
  • Limit is passed directly to ansible-inventory, and allows filtering the hosts using the standard syntax for Ansible host patterns.
  • Source vars is the input to the ansible.builtin.constructed inventory plugin.

NOTE: The input inventories are ordered so that in the event of host name and variable conflicts, variables from the last inventory will take precedence. Variables are merged, so this will not unset a variable from a prior input inventory. If there are no host name conflicts this will not matter, so the example used here will mention ordering.

Don’t worry about these right now, as they will be explored using an example below.


Constructed Inventory In Its Simplest Form

You must have at least one input inventory, but the other fields are not necessary to fill in. In some situations, it might make sense to provide two or more input inventories and leave limit and source-vars blank. Then you can run jobs that act on the combination of the inventory content from both of those input inventories. 


More Advanced Constructed Inventory Use Cases

In order to explain the function of limit and Source vars which provides the ultimate feature power, it will help to have a concrete example.


Setting up the Constructed Inventory

Imagine that you have two inventories that come from the same cloud provider, but cover different regions and so have different sets of hosts. These inventories are kept separate, due to separate accounts, separate functions, and separate locations. In this example, we imagine simple East / West region input inventories.

We will source the inventories from Git based .ini files, which we maintain using a config-as-code approach using devops type practices.

First set up a new Project and sync it so that we know where to source the inventory information from. Select Projects in the UI and click Add:

Once filled out and saved, the project will automatically sync:

Now we create the new Inventories that will reference the information from the Project files. Under Inventories click Create:

Now click on the Inventory Sources and Add:

We provide a Name for this source, in this case for the East Region hosts, define the Source as Sourced from a Project, and provide the just added Project and appropriate east.ini source file:

Once saved, click the Sync button to pull in the information:

Once synced, you’ll be able to see what’s been processed if you view the job output:

In this case, you’ll see it’s discovered and automatically added 3 hosts and 3 groups. You can see this information in the UI, under Hosts.

Now we must do the same for the West Region. I’ll leave that up to you as an exercise following the above example, but using west.ini information as the source.

For this hypothetical scenario, we would like to run jobs against some of the hosts from the East and West regions simultaneously, based on criteria that we define.

So let’s now create a new Constructed Inventory in the UI:

We add both cloud inventories as inputs. Then we will use source-vars to construct a new group “target_group”, and then use limit to filter on that group:


Once synced, you can see what happens through the job output:

We now have 4 groups with 4 hosts, which you’ll be able to browse under Hosts and Groups in the UI to confirm the result. Let’s look at groups for this particular example:

When the constructed inventory update ran, it copied the “account_1234”, “account_4321”, and the “accounts” groups from the input inventories into the resultant constructed inventory. 

We also see that the constructed inventory also includes the “target_group” group which we will talk about shortly.

If this constructed inventory was used by a job template to run a job, any of the groups defined would be usable by the job.

Now for the main magic, if you refer to the source-vars in the constructed inventory form, you can find the definition of the new “target_group” group.

    plugin: constructed
    strict: true
        target_group: account_alias | default("") == "product_dev"

The “target_group” was not present in the original East and West inventories. It was created by the constructed inventory plugin when the update happened. 

In this case, hosts are added to the group when the jinja2 template false resolves to a truthy value (like 1, “1”, or True) for a given host. 

During the update, these templates are rendered by Ansible for every host in the input inventories to make these evaluations. For larger input inventories, this can be expected to take in the order of minutes to complete the update. 

Constructed inventories will automatically update before a job run of any template that uses it, but if those updates are taking too long, you can relax the frequency of updates with the Update cache timeout option in the Constructed Inventory settings in the UI. Setting this option to a value > 1 will cache the results of the constructed inventory update for that many seconds.

The jinja2 template to create “target_group” will include a host if, when inspecting that host, the hostvar of “account_aliasexists and is equal toproduct_dev”. 

The “| default” syntax is necessary in the event that the variable is not defined for some hosts. 

The “strict: true” dictates that referencing an undefined variable will fail the inventory update, making the “| default” necessary. 

Using “|default| and the strict parameter is best practice, in order to force you to make the undefined case explicit.

Constructing groups can be useful to add groups on-the-fly to be referenced by playbooks. Why would you want to? Sometimes it is convenient to synthesize groups from hostvars, because you can do things with groups that you can’t do with hostvars, like using in host patterns, like with limit in this example. 

If you look at all the produced hosts for our constructed inventory:

We can see in this example that host3 in the east inventory and host5 in the west inventory are not included. This is because in the input inventories, they are in a different account (account_4321) which has an “account_alias” that does not match our specified “product_dev” value. Note that even though the group for account_4321 was imported into the constructed inventory, no hosts in that group matched our requirement so the imported group is empty in our constructed inventory.

Source vars input can include host variables, in addition to adding groups.

Alan’s Github repository also contains another example, which you may find useful. In construct.yml we resolve the ‘state’ of a host, and assign it to a number of groups based on whether its shutdown or part of a particular environment (dev). The source of truth for this .yml file can come from other systems outside of Ansible Automation Platform, and we can use it to perform automation runs against subsets of hosts on-the-fly.


Debugging Tips

To use the prior example, when developing the constructed inventory, consider that you delete the limit value and change the source-vars to the following content.


This will run a similar template of and save it to a variable named “effective_account_alias”. By making limit blank, we will be sure to get all hosts from the input inventories. This would allow us to inspect fine-grained details of the inclusion criteria on individual hosts, shown below for host3.


Here, we see the hostvar “effective_account_alias” evaluated value is “sustaining” and not “product_dev”. 

The constructed inventory plugin has a number of other options which can be very useful and powerful. Refer to the plugin documentation at for further details.

A few other examples can also be found in the user guide at



Hopefully this has given a picture of the practical use of constructed inventory inside of Ansible Automation Platform. 

Because the underlying concepts like host pattern and the constructed inventory plugin are general Ansible concepts, users will be able to add groups, variables, or include hosts based on arbitrarily complex criteria.

The benefits include:

  • The ability to create groups dynamically from multiple sources of truth.
  • The ability to filter out, parse and limit hosts from multiple inventories, but allowing them to be used in automation runs.
  • The ability to make use of pre-defined hostvars when filtering.
  • Multiple teams can own their own inventory and metadata associated with their hosts and it can be used centrally through Ansible Automation Platform.



AWX, Ansible Automation Platform


Alan Rominger

Backend engineer for Red Hat Ansible Automation Platform - automation controller

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