Practice TF-003 Use the core Terraform workflow questions with full explanations on every answer.
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A team uses Terraform to manage infrastructure. After running 'terraform apply', a developer notices that a new security group rule was added, but then immediately removed. What is the most likely cause?
2During a 'terraform plan', you see the following output: 'Plan: 1 to add, 2 to change, 0 to destroy.' However, after running 'terraform apply', the actual number of resources changed is different. What is the most likely reason?
3A DevOps engineer is troubleshooting a failed 'terraform apply'. The error message says: 'Error: Error applying IAM policy: The policy failed validation'. The IAM policy is defined using HCL in a JSON-encoded string. What is the most efficient way to debug this issue?
4A team wants to ensure that all Terraform runs are recorded for audit purposes. Which practice should they implement?
5Which TWO actions are part of the core Terraform workflow? (Choose two.)
6Which THREE of the following are valid reasons to use 'terraform refresh'? (Choose three.)
7You are a DevOps engineer at a large e-commerce company. The infrastructure team uses Terraform to manage AWS resources across multiple accounts. Recently, they introduced a new module that creates an S3 bucket with a bucket policy. The module is used in several environments (dev, staging, prod). After merging a pull request that updates the bucket policy to grant cross-account access to a new partner account, the 'terraform apply' in the dev environment fails with: 'Error: Error putting S3 policy: AccessDenied: Access Denied'. The team is using a remote backend (S3) with DynamoDB locking. The CI/CD pipeline runs as an IAM role with permissions to manage infrastructure. The module uses 'aws_iam_policy_document' data source to construct the policy. The error occurs only in dev, not staging or prod. What is the most likely cause and the correct course of action?
8A team is using Terraform for infrastructure as code. They want to ensure that the state file is stored securely and can be accessed by multiple team members. Which backend type should they use?
9Which TWO of the following are valid steps in the core Terraform workflow?
10An operator runs terraform apply and receives the exhibit error. The instance was created but Terraform reports a failure. What is the most likely cause?
11A company uses Terraform to manage infrastructure in multiple AWS accounts. An engineer runs terraform plan and sees that a security group rule will be updated, but the change is not intended. The engineer wants to understand why Terraform is proposing the change without affecting other resources. Which approach should the engineer take to troubleshoot?
12A team is adopting Terraform for infrastructure deployment. They want to ensure that the core workflow (write, plan, apply) is followed effectively. Which two practices should they adopt? (Choose two.)
13What is the most likely cause of this error?
14Which three of the following are required steps in the core Terraform workflow for managing infrastructure? (Choose three.)
15Which of the following statements about the core Terraform workflow (Write, Plan, Apply) are correct? (Choose all that apply. There are four correct answers.)
16Drag and drop the steps to import existing infrastructure into Terraform state in the correct order.
17Match each Terraform workflow stage to its description.
18A user runs 'terraform plan' and the output includes a change that adds a new resource. However, the user expected the change to modify an existing resource. What is the most likely cause?
19During 'terraform apply', a user receives an error: 'Error: Error creating resource: Resource already exists'. The resource does not appear in the Terraform state. What is the most likely cause?
20A team is using Terraform with multiple environments (dev, staging, prod) and wants to use separate state files. They are considering workspaces. A senior engineer suggests using separate directory structures instead of workspaces for prod. What is the strongest reason for this recommendation?
21After modifying a Terraform configuration file, a user runs 'terraform plan' and sees 'No changes. Infrastructure is up-to-date.' What is the most likely reason?
22A user runs 'terraform plan' and it shows 'No changes. Infrastructure is up-to-date.' However, the user knows they added a new resource block to the configuration. What could explain this?
23A team uses Terraform with remote state in an S3 backend and DynamoDB for state locking. A user runs 'terraform apply' and receives the error: 'Error acquiring the state lock'. The lock info shows a lock ID and caller. What is the best immediate course of action?
24What is the primary purpose of 'terraform init'?
25A user wants to import an existing AWS EC2 instance into Terraform state so it can be managed. After writing the resource block matching the instance, what is the correct next step?
26A company uses Terraform Cloud and wants to enforce policies that prevent creating resources with public IP addresses unless explicitly approved. What Terraform Cloud feature should they use?
27Which TWO commands are part of the core Terraform workflow? (Choose two.)
28Which TWO scenarios could cause 'terraform plan' to show 'No changes' even though the configuration file was recently modified? (Choose two.)
29Which THREE are valid methods to manage Terraform state files? (Choose three.)
30A developer runs `terraform init` in a directory containing Terraform configuration files. After initialization, they notice that a provider plugin was installed. Where are provider plugins stored locally by default?
31A team uses Terraform to manage infrastructure. They have multiple configuration directories for different environments (dev, staging, prod). They want to reuse common modules across environments. Which approach aligns with the core Terraform workflow best practices?
32When running `terraform plan`, an engineer sees that Terraform proposes to destroy an existing resource even though the configuration file appears unchanged. What is the most likely cause?
33An organization uses a remote backend (S3) with DynamoDB for state locking. A developer runs `terraform plan` and gets the error: "Error acquiring the state lock: ConditionalCheckFailedException". What is the most likely cause?
34A team is using Terraform workspaces to manage multiple environments with a single configuration. They store state in an S3 backend. Which statement about Terraform workspaces is true?
35An engineer accidentally destroys a critical resource by running `terraform apply` after an incorrect `terraform plan`. They want to recover the resource quickly. What should they do?
36A company has a monolithic Terraform configuration that manages all of its AWS infrastructure. They want to break it into smaller, manageable configurations without causing downtime or resource duplication. Which approach best follows the core Terraform workflow?
37A developer is troubleshooting a Terraform configuration that fails during `terraform plan` with the error: "Error: Invalid reference". The error points to a line that references `var.environment` in a module block. What is the most likely cause?
38An organization uses Terraform with a remote backend in Azure. After a network outage, a developer attempts to run `terraform apply` and receives the error: "Error: Failed to get existing workspaces: blob (key) not found". What is the most likely cause?
39Which TWO statements accurately describe the `terraform plan` command? (Select TWO.)
40Which TWO actions are part of the core Terraform workflow? (Select TWO.)
41Which THREE are valid uses of the `terraform state` command? (Select THREE.)
42Refer to the exhibit. A developer runs `terraform init` and then `terraform plan`. The plan output shows that Terraform will create the AWS instance. However, the state file is expected to be stored in S3 under the key "prod/terraform.tfstate". Which statement is true?
43Refer to the exhibit. A developer runs `terraform plan -out=tfplan` and then `terraform apply "tfplan"`. During apply, network fails and apply is interrupted. The developer then runs `terraform apply` again (without a plan file). What will happen?
44Refer to the exhibit. A developer runs the commands shown. The Terraform configuration defines a `random_pet` resource. The developer expects the plan to show a new resource to be created, but it says "No changes." What is the most likely reason?
45A developer runs terraform plan and sees that a resource will be destroyed. They want to confirm the exact cause of the destruction before applying. What should they do?
46During a terraform apply, the process crashes mid-way. The state file may be in an inconsistent state. What is the first recommended step to recover?
47An organization uses Terraform workspaces to manage multiple environments (dev, staging, prod). They notice that terraform plan in the prod workspace unexpectedly shows changes to a resource that should be identical across workspaces. The resource uses a backend that stores state in an S3 bucket. What is the most likely cause?
48During terraform init, which TWO of the following actions occur? (Choose two.)
49Which THREE of the following are valid flags for the terraform apply command? (Choose three.)
50A team uses Terraform with remote state in Azure Storage. They have a CI/CD pipeline that runs terraform plan and apply. Recently, a team member ran terraform apply manually from their local machine and the process crashed due to a network interruption. Now, the pipeline's next run fails with an error: "Error: Error acquiring the state lock". The team is unsure who holds the lock. They need to proceed with the pipeline as soon as possible. What should they do?
51A developer is reviewing a terraform plan output and sees that a resource of type "aws_instance" with name "web" will be updated. The developer expected no changes because the configuration hasn't been modified. The instance was manually resized in the AWS console by another team. The developer wants to reconcile the state without destroying the instance. What should they do?
52A company uses Terraform workspaces to manage environments. They have a monorepo with separate configurations for each environment. They want to introduce a new team that will manage only the staging environment. The new team will run terraform commands only on the staging workspace. They are using a single S3 backend for all workspaces. The team is concerned about accidentally applying changes to other workspaces. What is the best way to restrict the team's access?
53A team is running terraform in a CI/CD pipeline that executes multiple jobs in parallel for different modules. They notice that terraform init takes a long time in each job because it downloads provider plugins repeatedly. They want to speed up the init process by caching providers. What should they do?
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