cloud-foundation-fabric/blueprints/data-solutions/vertex-mlops/vertex.tf

128 lines
3.8 KiB
HCL

/**
* Copyright 2022 Google LLC
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
resource "google_vertex_ai_metadata_store" "store" {
provider = google-beta
project = module.project.project_id
name = "default"
description = "Vertex Ai Metadata Store"
region = var.region
dynamic "encryption_spec" {
for_each = var.service_encryption_keys.aiplatform == null ? [] : [""]
content {
kms_key_name = var.service_encryption_keys.aiplatform
}
}
# `state` value will be decided automatically based on the result of the configuration
lifecycle {
ignore_changes = [state]
}
}
module "service-account-notebook" {
source = "../../../modules/iam-service-account"
project_id = module.project.project_id
name = "notebook-sa"
}
resource "google_notebooks_runtime" "runtime" {
for_each = { for k, v in var.notebooks : k => v if v.type == "MANAGED" }
name = "${var.prefix}-${each.key}"
project = module.project.project_id
location = var.region
access_config {
access_type = "SINGLE_USER"
runtime_owner = try(var.notebooks[each.key].owner, null)
}
software_config {
enable_health_monitoring = true
}
virtual_machine {
virtual_machine_config {
machine_type = var.notebooks[each.key].machine_type
network = local.vpc
subnet = local.subnet
internal_ip_only = var.notebooks[each.key].internal_ip_only
dynamic "encryption_config" {
for_each = var.service_encryption_keys.notebooks == null ? [] : [1]
content {
kms_key = var.service_encryption_keys.notebooks
}
}
metadata = {
notebook-disable-nbconvert = "false"
notebook-disable-downloads = "true"
notebook-disable-terminal = "false"
notebook-disable-root = "true"
}
data_disk {
initialize_params {
disk_size_gb = "100"
disk_type = "PD_STANDARD"
}
}
}
}
}
resource "google_notebooks_instance" "playground" {
for_each = { for k, v in var.notebooks : k => v if v.type == "USER_MANAGED" }
name = "${var.prefix}-${each.key}"
location = "${var.region}-b"
machine_type = var.notebooks[each.key].machine_type
project = module.project.project_id
container_image {
repository = "gcr.io/deeplearning-platform-release/base-cpu"
tag = "latest"
}
install_gpu_driver = true
boot_disk_type = "PD_SSD"
boot_disk_size_gb = 110
disk_encryption = var.service_encryption_keys.notebooks != null ? "CMEK" : null
kms_key = var.service_encryption_keys.notebooks
no_public_ip = var.notebooks[each.key].internal_ip_only
no_proxy_access = false
network = local.vpc
subnet = local.subnet
instance_owners = try(tolist(var.notebooks[each.key].owner), null)
service_account = module.service-account-notebook.email
metadata = {
notebook-disable-nbconvert = "false"
notebook-disable-downloads = "false"
notebook-disable-terminal = "false"
notebook-disable-root = "true"
}
# Remove once terraform-provider-google/issues/9164 is fixed
lifecycle {
ignore_changes = [disk_encryption, kms_key]
}
#TODO Uncomment once terraform-provider-google/issues/9273 is fixed
# tags = ["ssh"]
depends_on = [
google_project_iam_member.shared_vpc,
]
}