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

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/**
* 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
*
* 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.
*/
locals {
group_iam = merge(
var.groups.gcp-ml-viewer == null ? {} : {
(var.groups.gcp-ml-viewer) = [
"roles/aiplatform.viewer",
"roles/artifactregistry.reader",
"roles/dataflow.viewer",
"roles/logging.viewer",
"roles/storage.objectViewer"
]
},
var.groups.gcp-ml-ds == null ? {} : {
(var.groups.gcp-ml-ds) = [
"roles/aiplatform.admin",
"roles/artifactregistry.admin",
"roles/bigquery.dataEditor",
"roles/bigquery.jobUser",
"roles/bigquery.user",
"roles/cloudbuild.builds.editor",
"roles/cloudfunctions.developer",
"roles/dataflow.developer",
"roles/dataflow.worker",
"roles/iam.serviceAccountUser",
"roles/logging.logWriter",
"roles/logging.viewer",
"roles/notebooks.admin",
"roles/pubsub.editor",
"roles/serviceusage.serviceUsageConsumer",
"roles/storage.admin"
]
},
var.groups.gcp-ml-eng == null ? {} : {
(var.groups.gcp-ml-eng) = [
"roles/aiplatform.admin",
"roles/artifactregistry.admin",
"roles/bigquery.dataEditor",
"roles/bigquery.jobUser",
"roles/bigquery.user",
"roles/dataflow.developer",
"roles/dataflow.worker",
"roles/iam.serviceAccountUser",
"roles/logging.logWriter",
"roles/logging.viewer",
"roles/serviceusage.serviceUsageConsumer",
"roles/storage.admin"
]
}
)
service_encryption_keys = var.service_encryption_keys
shared_vpc_project = try(var.network_config.host_project, null)
subnet = (
local.use_shared_vpc
? var.network_config.subnet_self_link
: values(module.vpc-local.0.subnet_self_links)[0]
)
vpc = (
local.use_shared_vpc
? var.network_config.network_self_link
: module.vpc-local.0.self_link
)
use_shared_vpc = var.network_config != null
shared_vpc_bindings = {
"roles/compute.networkUser" = [
"robot-df", "notebooks"
]
}
shared_vpc_role_members = {
robot-df = "serviceAccount:${module.project.service_accounts.robots.dataflow}"
notebooks = "serviceAccount:${module.project.service_accounts.robots.notebooks}"
}
# reassemble in a format suitable for for_each
shared_vpc_bindings_map = {
for binding in flatten([
for role, members in local.shared_vpc_bindings : [
for member in members : { role = role, member = member }
]
]) : "${binding.role}-${binding.member}" => binding
}
}
module "gcs-bucket" {
count = var.bucket_name == null ? 0 : 1
source = "../../../modules/gcs"
project_id = module.project.project_id
name = var.bucket_name
prefix = var.prefix
location = var.region
storage_class = "REGIONAL"
versioning = false
encryption_key = try(local.service_encryption_keys.storage, null)
}
# Default bucket for Cloud Build to prevent error: "'us' violates constraint gcp.resourceLocations"
# https://stackoverflow.com/questions/53206667/cloud-build-fails-with-resource-location-constraint
module "gcs-bucket-cloudbuild" {
source = "../../../modules/gcs"
project_id = module.project.project_id
name = "${var.project_id}_cloudbuild"
prefix = var.prefix
location = var.region
storage_class = "REGIONAL"
versioning = false
encryption_key = try(local.service_encryption_keys.storage, null)
}
module "bq-dataset" {
count = var.dataset_name == null ? 0 : 1
source = "../../../modules/bigquery-dataset"
project_id = module.project.project_id
id = var.dataset_name
location = var.region
encryption_key = try(local.service_encryption_keys.bq, null)
}
module "vpc-local" {
count = local.use_shared_vpc ? 0 : 1
source = "../../../modules/net-vpc"
project_id = module.project.project_id
name = "default"
subnets = [
{
"name" : "default",
"region" : "${var.region}",
"ip_cidr_range" : "10.4.0.0/24",
"secondary_ip_range" : null
}
]
psa_config = {
ranges = {
"vertex" : "10.13.0.0/18"
}
routes = null
}
}
module "firewall" {
count = local.use_shared_vpc ? 0 : 1
source = "../../../modules/net-vpc-firewall"
project_id = module.project.project_id
network = module.vpc-local[0].name
default_rules_config = {
disabled = true
}
ingress_rules = {
dataflow-ingress = {
description = "Dataflow service."
direction = "INGRESS"
action = "allow"
sources = ["dataflow"]
targets = ["dataflow"]
ranges = []
use_service_accounts = false
rules = [{ protocol = "tcp", ports = ["12345-12346"] }]
extra_attributes = {}
}
}
}
module "cloudnat" {
count = local.use_shared_vpc ? 0 : 1
source = "../../../modules/net-cloudnat"
project_id = module.project.project_id
region = var.region
name = "default"
router_network = module.vpc-local[0].self_link
}
module "project" {
source = "../../../modules/project"
name = var.project_id
parent = try(var.project_create.parent, null)
billing_account = try(var.project_create.billing_account_id, null)
project_create = var.project_create != null
prefix = var.prefix
group_iam = local.group_iam
iam = {
"roles/aiplatform.user" = [module.service-account-mlops.iam_email]
"roles/artifactregistry.reader" = [module.service-account-mlops.iam_email]
"roles/artifactregistry.writer" = [module.service-account-github.iam_email]
"roles/bigquery.dataEditor" = [module.service-account-mlops.iam_email]
"roles/bigquery.jobUser" = [module.service-account-mlops.iam_email]
"roles/bigquery.user" = [module.service-account-mlops.iam_email]
"roles/cloudbuild.builds.editor" = [
module.service-account-mlops.iam_email,
module.service-account-github.iam_email
]
"roles/cloudfunctions.invoker" = [module.service-account-mlops.iam_email]
"roles/dataflow.developer" = [module.service-account-mlops.iam_email]
"roles/dataflow.worker" = [module.service-account-mlops.iam_email]
"roles/iam.serviceAccountUser" = [
module.service-account-mlops.iam_email,
"serviceAccount:${module.project.service_accounts.robots.cloudbuild}"
]
"roles/monitoring.metricWriter" = [module.service-account-mlops.iam_email]
"roles/run.invoker" = [module.service-account-mlops.iam_email]
"roles/serviceusage.serviceUsageConsumer" = [
module.service-account-mlops.iam_email,
module.service-account-github.iam_email
]
"roles/storage.admin" = [
module.service-account-mlops.iam_email,
module.service-account-github.iam_email
]
}
labels = var.labels
org_policies = {
# Example of applying a project wide policy
# "compute.requireOsLogin" = {
# rules = [{ enforce = false }]
# }
}
service_encryption_key_ids = {
bq = [try(local.service_encryption_keys.bq, null)]
compute = [try(local.service_encryption_keys.compute, null)]
cloudbuild = [try(local.service_encryption_keys.storage, null)]
notebooks = [try(local.service_encryption_keys.compute, null)]
storage = [try(local.service_encryption_keys.storage, null)]
}
services = var.project_services
shared_vpc_service_config = local.shared_vpc_project == null ? null : {
attach = true
host_project = local.shared_vpc_project
}
}
module "service-account-mlops" {
source = "../../../modules/iam-service-account"
name = var.sa_mlops_name
project_id = module.project.project_id
iam = {
"roles/iam.serviceAccountUser" = [module.service-account-github.iam_email]
}
}
resource "google_project_iam_member" "shared_vpc" {
count = local.use_shared_vpc ? 1 : 0
project = var.network_config.host_project
role = "roles/compute.networkUser"
member = "serviceAccount:${module.project.service_accounts.robots.notebooks}"
}
resource "google_sourcerepo_repository" "code-repo" {
count = var.repo_name == null ? 0 : 1
name = var.repo_name
project = module.project.project_id
}