Nested dynamic blocks in Terraform - Time & Space Complexity

Time Complexity: Nested dynamic blocks

O(n * m)

Understanding Time Complexity

When using nested dynamic blocks in Terraform, it's important to understand how the number of operations grows as you add more items.

We want to know how the work Terraform does changes when the input lists get bigger.

Scenario Under Consideration

Analyze the time complexity of the following operation sequence.

resource "example_resource" "example" {
  dynamic "outer_block" {
    for_each = var.outer_list
    content {
      dynamic "inner_block" {
        for_each = outer_block.value.inner_list
        content {
          name = inner_block.value
        }
      }
    }
  }
}

This code creates resources with nested blocks, where each outer block contains multiple inner blocks.

Identify Repeating Operations

Identify the API calls, resource provisioning, data transfers that repeat.

• Primary operation: Creating each inner_block inside each outer_block.
• How many times: Number of outer blocks multiplied by number of inner blocks per outer block.

How Execution Grows With Input

As you add more outer blocks and more inner blocks inside each, the total operations grow by multiplying these counts.

Input Size (n)	Approx. API Calls/Operations
10 outer blocks, 5 inner blocks each	50
100 outer blocks, 5 inner blocks each	500
100 outer blocks, 100 inner blocks each	10,000

Pattern observation: The total work grows by multiplying the number of outer and inner blocks.

Final Time Complexity

Time Complexity: O(n * m)

This means the work grows proportionally to the number of outer blocks times the number of inner blocks.

Common Mistake

[X] Wrong: "The time grows only with the number of outer blocks, ignoring inner blocks."

[OK] Correct: Because each outer block contains multiple inner blocks, the total work depends on both counts multiplied together.

Interview Connect

Understanding how nested loops or blocks multiply work is a key skill. It helps you predict how changes in input size affect deployment time and resource usage.

Self-Check

"What if the inner dynamic block used a fixed small list instead of a variable list? How would the time complexity change?"

Practice

1.

What is the main purpose of using nested dynamic blocks in Terraform?

easy

A. To write static configuration without loops

B. To create repeated blocks inside other repeated blocks dynamically

C. To define provider settings only

D. To manage Terraform state files

Solution

1. Step 1: Understand dynamic blocks

   Dynamic blocks allow repeating a block multiple times based on a list or map.

2. Step 2: Understand nested dynamic blocks

   Nested dynamic blocks repeat blocks inside other repeated blocks, useful for complex nested lists.

3. Final Answer:

   To create repeated blocks inside other repeated blocks dynamically -> Option B

4. Quick Check:

   Nested dynamic blocks = repeated blocks inside repeated blocks [OK]

Hint: Think of loops inside loops for nested resources [OK]

Common Mistakes:

• Confusing dynamic blocks with static blocks
• Using nested dynamic blocks for simple flat lists
• Thinking dynamic blocks manage state files

2.

Which of the following is the correct syntax to start a nested dynamic block named subnet inside a dynamic block named network?

dynamic "network" {
  for_each = var.networks
  content {
    name = network.value.name
    // What goes here?
  }
}

easy

A. dynamic "subnet" { for_each = network.value.subnets content { cidr_block = subnet.value } }

B. dynamic subnet { for_each = network.value.subnets content { cidr_block = subnet.value } }

C. dynamic "subnet" for_each = network.value.subnets { content { cidr_block = subnet.value } }

D. dynamic "subnet" { for_each = var.subnets content { cidr_block = subnet.value } }

Solution

1. Step 1: Identify correct dynamic block syntax

   Dynamic blocks require the keyword dynamic, block name in quotes, then for_each and content blocks.

2. Step 2: Check nested dynamic block context

   Inside the network dynamic block, use network.value.subnets for for_each and define content with subnet.value.

3. Final Answer:

   dynamic "subnet" { for_each = network.value.subnets content { cidr_block = subnet.value } } -> Option A

4. Quick Check:

   Correct syntax uses quotes and nested for_each [OK]

Hint: Remember dynamic block name must be in quotes [OK]

Common Mistakes:

• Omitting quotes around block name
• Using wrong variable for for_each
• Placing for_each outside the braces

3.

Given the following Terraform snippet, what will be the value of resource.aws_vpc.example tags after deployment?

variable "vpcs" {
  default = [
    { name = "vpc1", tags = ["tag1", "tag2"] },
    { name = "vpc2", tags = ["tag3"] }
  ]
}

resource "aws_vpc" "example" {
  for_each = { for v in var.vpcs : v.name => v }
  cidr_block = "10.0.0.0/16"

  dynamic "tags" {
    for_each = each.value.tags
    content {
      key   = tags.value
      value = "true"
    }
  }
}

medium

A. Tags will be empty because tags block is not supported inside aws_vpc

B. {"tags" = ["tag1", "tag2"]} for vpc1 and {"tags" = ["tag3"]} for vpc2

C. No tags will be created because dynamic blocks cannot be nested

D. {"tag1" = "true", "tag2" = "true"} for vpc1 and {"tag3" = "true"} for vpc2

Solution

1. Step 1: Understand for_each on resource

   Resource creates two VPCs named vpc1 and vpc2 with their respective tags list.

2. Step 2: Analyze nested dynamic block for tags

   Dynamic block iterates over each.value.tags, creating a tag key with value "true" for each tag string.

3. Final Answer:

   {"tag1" = "true", "tag2" = "true"} for vpc1 and {"tag3" = "true"} for vpc2 -> Option D

4. Quick Check:

   Dynamic tags create key-value pairs from list items [OK]

Hint: Dynamic blocks create repeated nested blocks from lists [OK]

Common Mistakes:

• Assuming tags remain as list instead of key-value map
• Thinking dynamic blocks cannot be nested
• Ignoring the for_each on resource

4.

Identify the error in this nested dynamic block snippet:

dynamic "network" {
  for_each = var.networks
  content {
    name = network.value.name
    dynamic "subnet" {
      for_each = var.subnets
      content {
        cidr_block = subnet.value.cidr
      }
    }
  }
}

medium

A. Incorrect use of content block inside dynamic

B. Missing quotes around subnet in dynamic block

C. Using var.subnets instead of network.value.subnets for nested for_each

D. network.value.name is invalid syntax

Solution

1. Step 1: Check nested for_each source

   The nested dynamic block should iterate over subnets related to the current network, not the entire var.subnets list.

2. Step 2: Confirm correct variable usage

   Using var.subnets ignores the current network context; it should be network.value.subnets to nest properly.

3. Final Answer:

   Using var.subnets instead of network.value.subnets for nested for_each -> Option C

4. Quick Check:

   Nested for_each must use parent block's value [OK]

Hint: Nested loops must use parent block's current item [OK]

Common Mistakes:

• Using global variables instead of nested context
• Forgetting quotes around dynamic block names
• Misplacing content blocks

5.

You have a variable var.services which is a list of maps. Each map has a name and a list of ports. You want to create an aws_security_group resource with nested dynamic blocks to create ingress rules for each port of each service. Which Terraform code snippet correctly implements this?

hard

A. resource "aws_security_group" "example" {
for_each = { for s in var.services : s.name => s }
name = each.key

dynamic "ingress" {
for_each = each.value.ports
content {
from_port = ingress.value
to_port = ingress.value
protocol = "tcp"
cidr_blocks = ["0.0.0.0/0"]
}
}
}

B. resource "aws_security_group" "example" {
for_each = var.services
name = each.value.name

dynamic ingress {
for_each = each.value.ports
content {
from_port = ingress.value
to_port = ingress.value
protocol = "tcp"
cidr_blocks = ["0.0.0.0/0"]
}
}
}

C. resource "aws_security_group" "example" {
for_each = { for s in var.services : s.name => s }
name = each.key

dynamic "ingress" {
for_each = each.value.ports
content {
from_port = ports.value
to_port = ports.value
protocol = "tcp"
cidr_blocks = ["0.0.0.0/0"]
}
}
}

D. resource "aws_security_group" "example" {
for_each = { for s in var.services : s.name => s }
name = each.key

dynamic "ingress" {
for_each = each.value.ports
content {
from_port = ingress.key
to_port = ingress.key
protocol = "tcp"
cidr_blocks = ["0.0.0.0/0"]
}
}
}

Solution

1. Step 1: Use for_each on resource with map keyed by service name

   This allows referencing each service by name with each.key and each.value.

2. Step 2: Use nested dynamic block for ingress rules

   Dynamic block named "ingress" iterates over each.value.ports with for_each and uses ingress.value for port numbers.

3. Final Answer:

   Code snippet in Option A correctly uses nested dynamic blocks with proper variable references -> Option A

4. Quick Check:

   Nested dynamic blocks need correct for_each and value references [OK]

Hint: Use each.value and ingress.value inside nested dynamic blocks [OK]

Common Mistakes:

• Omitting quotes around dynamic block name
• Using wrong variable names like ports.value instead of ingress.value
• Not using map for resource for_each