terraform/website/source/docs/internals/graph.html.md

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Resource Graph

Terraform builds a dependency graph from the Terraform configurations, and walks this graph to generate plans, refresh state, and more. This page documents the details of what are contained in this graph, what types of nodes there are, and how the edges of the graph are determined.

Advanced Topic! This page covers technical details of Terraform. You don't need to understand these details to effectively use Terraform. The details are documented here for those who wish to learn about them without having to go spelunking through the source code.

Graph Nodes

There are only a handful of node types that can exist within the graph. We'll cover these first before explaining how they're determined and built:

• Resource Node - Represents a single resource. If you have the count metaparameter set, then there will be one resource node for each count. The configuration, diff, state, etc. of the resource under change is attached to this node.

• Provider Configuration Node - Represents the time to fully configure a provider. This is when the provider configuration block is given to a provider, such as AWS security credentials.

• Resource Meta-Node - Represents a group of resources, but does not represent any action on its own. This is done for convenience on dependencies and making a prettier graph. This node is only present for resources that have a count parameter greater than 1.

When visualizing a configuration with terraform graph, you can see all of these nodes present.

Building the Graph

Building the graph is done in a series of sequential steps:

1. Resources nodes are added based on the configuration. If a diff (plan) or state is present, that meta-data is attached to each resource node.

2. Resources are mapped to provisioners if they have any defined. This must be done after all resource nodes are created so resources with the same provisioner type can share the provisioner implementation.

3. Explicit dependencies from the depends_on meta-parameter are used to create edges between resources.

4. If a state is present, any "orphan" resources are added to the graph. Orphan resources are any resources that are no longer present in the configuration but are present in the state file. Orphans never have any configuration associated with them, since the state file does not store configuration.

5. Resources are mapped to providers. Provider configuration nodes are created for these providers, and edges are created such that the resources depend on their respective provider being configured.

6. Interpolations are parsed in resource and provider configurations to determine dependencies. References to resource attributes are turned into dependencies from the resource with the interpolation to the resource being referenced.

7. Create a root node. The root node points to all resources and is created so there is a single root to the dependency graph. When traversing the graph, the root node is ignored.

8. If a diff is present, traverse all resource nodes and find resources that are being destroyed. These resource nodes are split into two: one node that destroys the resource and another that creates the resource (if it is being recreated). The reason the nodes must be split is because the destroy order is often different from the create order, and so they can't be represented by a single graph node.

9. Validate the graph has no cycles and has a single root.

Walking the Graph

To walk the graph, a standard depth-first traversal is done. Graph walking is done with as much parallelism as possible: a node is walked as soon as all of its dependencies are walked.