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server.tf
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resource "random_password" "mlflow_password" {
length = 16
special = true
override_special = "_%@"
}
resource "aws_apprunner_service" "mlflow_server" {
service_name = "${local.name}"
source_configuration {
auto_deployments_enabled = false
image_repository {
image_identifier = "public.ecr.aws/t9j8s4z8/mlflow:${var.mlflow_version}"
image_repository_type = "ECR_PUBLIC"
image_configuration {
port = local.app_port
runtime_environment_variables = {
"MLFLOW_ARTIFACT_URI" = "s3://${module.s3.artifact_bucket_id}"
"MLFLOW_DB_DIALECT" = "postgresql"
"MLFLOW_DB_USERNAME" = "${aws_rds_cluster.mlflow_backend_store.master_username}"
"MLFLOW_DB_PASSWORD" = "${random_password.mlflow_backend_store.result}"
"MLFLOW_DB_HOST" = "${aws_rds_cluster.mlflow_backend_store.endpoint}"
"MLFLOW_DB_PORT" = "${aws_rds_cluster.mlflow_backend_store.port}"
"MLFLOW_DB_DATABASE" = "${aws_rds_cluster.mlflow_backend_store.database_name}"
"MLFLOW_TRACKING_USERNAME" = var.mlflow_username
"MLFLOW_TRACKING_PASSWORD" = local.mlflow_password
"MLFLOW_SQLALCHEMYSTORE_POOL_CLASS" = "NullPool"
}
}
}
}
instance_configuration {
cpu = var.service_cpu
memory = var.service_memory
instance_role_arn = aws_iam_role.mlflow_iam_role.arn
}
network_configuration {
egress_configuration {
egress_type = "VPC"
vpc_connector_arn = aws_apprunner_vpc_connector.connector.arn
}
}
health_check_configuration {
healthy_threshold = 1
unhealthy_threshold = 5
interval = 20
timeout = 20
path = "/health"
protocol = "HTTP"
}
tags = merge(
{
Name = "${local.name}"
},
local.tags
)
}
resource "aws_security_group" "mlflow_server_sg" {
count = local.create_dedicated_vpc ? 1 : 0
name = "${var.name}-server-sg"
description = "Allow access to ${local.name}-rds from VPC Connector."
vpc_id = local.vpc_id
ingress {
description = "Access to ${local.name}-rds from VPC Connector."
from_port = local.db_port
to_port = local.db_port
protocol = "tcp"
self = true
}
egress {
from_port = 0
to_port = 0
protocol = "-1"
cidr_blocks = ["0.0.0.0/0"]
ipv6_cidr_blocks = ["::/0"]
}
tags = {
Name = "${var.name}-server-sg"
}
}
resource "aws_apprunner_vpc_connector" "connector" {
vpc_connector_name = "${local.name}-connector"
subnets = local.db_subnet_ids
security_groups = local.create_dedicated_vpc ? [aws_security_group.mlflow_server_sg.0.id] : var.vpc_security_group_ids
}