Review and apply changes

Create a plan

datamuru plan --config datamuru.yml

Plan actions:

Symbol	Action	Meaning
+	create	desired resource is not in observed or local state
~	update	resource fingerprint differs
=	no-op	desired and current fingerprints match
-	destroy	state contains a resource no longer declared

Review the plan

Before applying, verify:

• the environment and workspace;
• each resource address;
• every destroy action;
• whether the provider mode is state-only or live-apply;
• that unrelated resources are not included.

Apply interactively

datamuru apply --config datamuru.yml

For automation or a reviewed narrow target:

datamuru apply --config datamuru.yml --target catalog:analytics --auto-approve

Re-plan

datamuru plan --config datamuru.yml --target catalog:analytics

A stable configuration should produce no required changes. If it repeatedly shows updates, inspect live observation, state, and generated attributes.

Handle partial failure

DataMuru records successful resources and reports failures separately. Child schemas are skipped when their parent catalog fails. Fix the parent error and re-plan instead of assuming the whole apply rolled back.