stack.md

page_title	subcategory	description
zenml_stack Resource - terraform-provider-zenml		Manages a ZenML stack.

zenml_stack (Resource)

Manages a ZenML stack, which is a collection of components that define the infrastructure for your ML pipelines.

Example Usage

# First, create the required stack components
resource "zenml_stack_component" "artifact_store" {
  name      = "my-artifact-store"
  type      = "artifact_store"
  flavor    = "gcp"
  workspace = "default"
  
  configuration = {
    path = "gs://my-bucket/artifacts"
  }
}

resource "zenml_stack_component" "orchestrator" {
  name      = "my-orchestrator"
  type      = "orchestrator"
  flavor    = "kubernetes"
  workspace = "default"
  
  configuration = {
    kubernetes_context = "my-k8s-cluster"
  }
}

# Then create the stack using the component IDs
resource "zenml_stack" "my_stack" {
  name = "my-production-stack"
  
  # Map component types to their IDs
  components = {
    artifact_store = zenml_stack_component.artifact_store.id
    orchestrator   = zenml_stack_component.orchestrator.id
  }
  
  labels = {
    environment = "production"
    team        = "ml-ops"
  }
}

Argument Reference

• name - (Required) The name of the stack.
• components - (Required) A map where keys are component types and values are component IDs. Each component type can only have one component. Valid component types include:
  • artifact_store
  • container_registry
  • orchestrator
  • step_operator
  • model_deployer
  • experiment_tracker
  • alerter
  • annotator
  • data_validator
  • feature_store
  • image_builder
• labels - (Optional) A map of labels to associate with the stack.
• workspace - (Optional) The workspace to create the stack in. Defaults to "default". Forces new resource if changed.

-> Note If no workspace is specified, the stack will be created in the "default" workspace.

Attributes Reference

In addition to all arguments above, the following attributes are exported:

• id - The ID of the stack.

Import

Stacks can be imported using the id, e.g.

$ terraform import zenml_stack.example 12345678-1234-1234-1234-123456789012