cloud-foundation-fabric/blueprints/data-solutions/bq-ml/vertex.tf

112 lines
3.2 KiB
HCL

# Copyright 2023 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
#
# https://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.
# tfdoc:file:description Vertex resources.
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 = try(var.service_encryption_keys.aiplatform, null) == null ? [] : [""]
content {
kms_key_name = try(var.service_encryption_keys.aiplatform, null)
}
}
# `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"
iam_project_roles = {
(module.project.project_id) = [
"roles/bigquery.admin",
"roles/bigquery.jobUser",
"roles/bigquery.dataEditor",
"roles/bigquery.user",
"roles/dialogflow.client",
"roles/storage.admin",
"roles/aiplatform.user",
"roles/iam.serviceAccountUser"
]
}
}
module "service-account-vertex" {
source = "../../../modules/iam-service-account"
project_id = module.project.project_id
name = "vertex-sa"
iam_project_roles = {
(module.project.project_id) = [
"roles/bigquery.admin",
"roles/bigquery.jobUser",
"roles/bigquery.dataEditor",
"roles/bigquery.user",
"roles/dialogflow.client",
"roles/storage.admin",
"roles/aiplatform.user"
]
}
}
resource "google_notebooks_instance" "playground" {
name = "${var.prefix}-notebook"
location = format("%s-%s", var.region, "b")
machine_type = "e2-medium"
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 = try(local.service_encryption_keys.compute != null, false) ? "CMEK" : null
kms_key = try(local.service_encryption_keys.compute, null)
no_public_ip = true
no_proxy_access = false
network = local.vpc
subnet = local.subnet
service_account = module.service-account-notebook.email
# Enable Secure Boot
shielded_instance_config {
enable_secure_boot = 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,
]
}