122 lines
5.4 KiB
Markdown
122 lines
5.4 KiB
Markdown
---
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layout: "docs"
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page_title: "Resource Graph"
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sidebar_current: "docs-internals-graph"
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description: |-
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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.
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---
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# Resource Graph
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Terraform builds a
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[dependency graph](https://en.wikipedia.org/wiki/Dependency_graph)
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from the Terraform configurations, and walks this graph to
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generate plans, refresh state, and more. This page documents
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the details of what are contained in this graph, what types
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of nodes there are, and how the edges of the graph are determined.
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~> **Advanced Topic!** This page covers technical details
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of Terraform. You don't need to understand these details to
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effectively use Terraform. The details are documented here for
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those who wish to learn about them without having to go
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spelunking through the source code.
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For some background on graph theory, and a summary of how
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Terraform applies it, see the HashiCorp 2016 presentation
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[_Applying Graph Theory to Infrastructure as Code_](https://www.youtube.com/watch?v=Ce3RNfRbdZ0).
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This presentation also covers some similar ideas to the following
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guide.
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## Graph Nodes
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There are only a handful of node types that can exist within the
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graph. We'll cover these first before explaining how they're
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determined and built:
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* **Resource Node** - Represents a single resource. If you have
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the `count` metaparameter set, then there will be one resource
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node for each count. The configuration, diff, state, etc. of
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the resource under change is attached to this node.
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* **Provider Configuration Node** - Represents the time to fully
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configure a provider. This is when the provider configuration
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block is given to a provider, such as AWS security credentials.
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* **Resource Meta-Node** - Represents a group of resources, but
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does not represent any action on its own. This is done for
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convenience on dependencies and making a prettier graph. This
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node is only present for resources that have a `count`
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parameter greater than 1.
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When visualizing a configuration with `terraform graph`, you can
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see all of these nodes present.
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## Building the Graph
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Building the graph is done in a series of sequential steps:
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1. Resources nodes are added based on the configuration. If a
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diff (plan) or state is present, that meta-data is attached
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to each resource node.
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1. Resources are mapped to provisioners if they have any
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defined. This must be done after all resource nodes are
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created so resources with the same provisioner type can
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share the provisioner implementation.
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1. Explicit dependencies from the `depends_on` meta-parameter
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are used to create edges between resources.
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1. If a state is present, any "orphan" resources are added to
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the graph. Orphan resources are any resources that are no
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longer present in the configuration but are present in the
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state file. Orphans never have any configuration associated
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with them, since the state file does not store configuration.
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1. Resources are mapped to providers. Provider configuration
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nodes are created for these providers, and edges are created
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such that the resources depend on their respective provider
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being configured.
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1. Interpolations are parsed in resource and provider configurations
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to determine dependencies. References to resource attributes
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are turned into dependencies from the resource with the interpolation
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to the resource being referenced.
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1. Create a root node. The root node points to all resources and
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is created so there is a single root to the dependency graph. When
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traversing the graph, the root node is ignored.
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1. If a diff is present, traverse all resource nodes and find resources
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that are being destroyed. These resource nodes are split into two:
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one node that destroys the resource and another that creates
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the resource (if it is being recreated). The reason the nodes must
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be split is because the destroy order is often different from the
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create order, and so they can't be represented by a single graph
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node.
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1. Validate the graph has no cycles and has a single root.
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## Walking the Graph
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<a id="walking-the-graph"></a>
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To walk the graph, a standard depth-first traversal is done. Graph
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walking is done in parallel: a node is walked as soon as all of its
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dependencies are walked.
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The amount of parallelism is limited using a semaphore to prevent too many
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concurrent operations from overwhelming the resources of the machine running
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Terraform. By default, up to 10 nodes in the graph will be processed
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concurrently. This number can be set using the `-parallelism` flag on the
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[plan](/docs/cli/commands/plan.html), [apply](/docs/cli/commands/apply.html), and
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[destroy](/docs/cli/commands/destroy.html) commands.
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Setting `-parallelism` is considered an advanced operation and should not be
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necessary for normal usage of Terraform. It may be helpful in certain special
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use cases or to help debug Terraform issues.
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Note that some providers (AWS, for example), handle API rate limiting issues at
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a lower level by implementing graceful backoff/retry in their respective API
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clients. For this reason, Terraform does not use this `parallelism` feature to
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address API rate limits directly.
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