infra/stacks/ollama/main.tf
Viktor Barzin 23019da8e5 equalize memory req=lim across 70+ containers using Prometheus 7d max data
After node2 OOM incident, right-size memory across the cluster by setting
requests=limits based on max_over_time(container_memory_working_set_bytes[7d])
with 1.3x headroom. Eliminates ~37Gi overcommit gap.

Categories:
- Safe equalization (50 containers): set req=lim where max7d well within target
- Limit increases (8 containers): raise limits for services spiking above current
- No Prometheus data (12 containers): conservatively set lim=req
- Exception: nextcloud keeps req=256Mi/lim=8Gi due to Apache memory spikes

Also increased dbaas namespace quota from 12Gi to 16Gi to accommodate mysql
4Gi limits across 3 replicas.
2026-03-14 21:46:49 +00:00

327 lines
7.8 KiB
HCL

variable "tls_secret_name" {
type = string
sensitive = true
}
variable "nfs_server" { type = string }
variable "ollama_host" { type = string }
data "vault_kv_secret_v2" "secrets" {
mount = "secret"
name = "ollama"
}
locals {
api_credentials = jsondecode(data.vault_kv_secret_v2.secrets.data["api_credentials"])
}
resource "kubernetes_namespace" "ollama" {
metadata {
name = "ollama"
labels = {
tier = local.tiers.gpu
}
}
}
module "tls_secret" {
source = "../../modules/kubernetes/setup_tls_secret"
namespace = kubernetes_namespace.ollama.metadata[0].name
tls_secret_name = var.tls_secret_name
}
module "nfs_ollama_data" {
source = "../../modules/kubernetes/nfs_volume"
name = "ollama-data"
namespace = kubernetes_namespace.ollama.metadata[0].name
nfs_server = var.nfs_server
nfs_path = "/mnt/ssd/ollama"
}
module "nfs_ollama_ui_data" {
source = "../../modules/kubernetes/nfs_volume"
name = "ollama-ui-data"
namespace = kubernetes_namespace.ollama.metadata[0].name
nfs_server = var.nfs_server
nfs_path = "/mnt/main/ollama"
}
# resource "helm_release" "ollama" {
# namespace = kubernetes_namespace.ollama.metadata[0].name
# name = "ollama"
# repository = "https://otwld.github.io/ollama-helm/"
# chart = "ollama"
# atomic = true
# values = [templatefile("${path.module}/values.yaml", {})]
# timeout = 2400
# }
resource "kubernetes_deployment" "ollama" {
metadata {
name = "ollama"
namespace = kubernetes_namespace.ollama.metadata[0].name
labels = {
app = "ollama"
tier = local.tiers.gpu
}
}
spec {
replicas = 1
selector {
match_labels = {
app = "ollama"
}
}
template {
metadata {
labels = {
app = "ollama"
}
}
spec {
node_selector = {
"gpu" = "true"
}
toleration {
key = "nvidia.com/gpu"
value = "true"
effect = "NoSchedule"
}
container {
image = "ollama/ollama:latest"
name = "ollama"
env {
name = "OLLAMA_HOST"
value = "0.0.0.0:11434"
}
env {
name = "PATH"
value = "/usr/local/nvidia/bin:/usr/local/cuda/bin:/usr/local/sbin:/usr/local/bin:/usr/sbin:/usr/bin:/sbin:/bin"
}
env {
name = "OLLAMA_KEEP_ALIVE"
value = "1h"
}
port {
container_port = 11434
}
volume_mount {
name = "ollama-data"
mount_path = "/root/.ollama"
}
resources {
requests = {
cpu = "100m"
memory = "256Mi"
}
limits = {
memory = "256Mi"
"nvidia.com/gpu" = "1"
}
}
}
volume {
name = "ollama-data"
persistent_volume_claim {
claim_name = module.nfs_ollama_data.claim_name
}
}
}
}
}
}
resource "kubernetes_service" "ollama" {
metadata {
name = "ollama"
namespace = kubernetes_namespace.ollama.metadata[0].name
labels = {
app = "ollama"
}
}
spec {
selector = {
app = "ollama"
}
port {
name = "http"
port = 11434
}
}
}
# Allow ollama to be connected to from external apps (internal LAN only)
module "ollama-ingress" {
source = "../../modules/kubernetes/ingress_factory"
namespace = kubernetes_namespace.ollama.metadata[0].name
name = "ollama-server"
service_name = "ollama"
root_domain = "viktorbarzin.lan"
tls_secret_name = var.tls_secret_name
allow_local_access_only = true
ssl_redirect = false
port = 11434
extra_annotations = {
"gethomepage.dev/enabled" = "false"
}
}
# Ollama API ingress for external access (basicAuth protected)
locals {
ollama_api_htpasswd = join("\n", [for name, pass in local.api_credentials : "${name}:${bcrypt(pass, 10)}"])
}
resource "kubernetes_secret" "ollama_api_basic_auth" {
count = length(local.api_credentials) > 0 ? 1 : 0
metadata {
name = "ollama-api-basic-auth-secret"
namespace = kubernetes_namespace.ollama.metadata[0].name
}
data = {
auth = local.ollama_api_htpasswd
}
type = "Opaque"
lifecycle {
ignore_changes = [data]
}
}
resource "kubernetes_manifest" "ollama_api_basic_auth_middleware" {
count = length(local.api_credentials) > 0 ? 1 : 0
manifest = {
apiVersion = "traefik.io/v1alpha1"
kind = "Middleware"
metadata = {
name = "ollama-api-basic-auth"
namespace = kubernetes_namespace.ollama.metadata[0].name
}
spec = {
basicAuth = {
secret = kubernetes_secret.ollama_api_basic_auth[0].metadata[0].name
}
}
}
}
module "ollama-api-ingress" {
source = "../../modules/kubernetes/ingress_factory"
namespace = kubernetes_namespace.ollama.metadata[0].name
name = "ollama-api"
service_name = "ollama"
root_domain = "viktorbarzin.me"
tls_secret_name = var.tls_secret_name
ssl_redirect = true
port = 11434
extra_annotations = {
"traefik.ingress.kubernetes.io/router.middlewares" = "ollama-ollama-api-basic-auth@kubernetescrd,traefik-rate-limit@kubernetescrd,traefik-crowdsec@kubernetescrd"
"gethomepage.dev/enabled" = "false"
}
}
# Web UI
resource "kubernetes_deployment" "ollama-ui" {
metadata {
name = "ollama-ui"
namespace = kubernetes_namespace.ollama.metadata[0].name
labels = {
app = "ollama-ui"
tier = local.tiers.gpu
}
}
spec {
# Disabled: reduce cluster memory pressure (2026-03-14 OOM incident)
replicas = 0
selector {
match_labels = {
app = "ollama-ui"
}
}
template {
metadata {
labels = {
app = "ollama-ui"
}
}
spec {
container {
# image = "ghcr.io/open-webui/open-webui:main"
image = "ghcr.io/open-webui/open-webui:v0.7.2"
name = "ollama-ui"
env {
name = "OLLAMA_BASE_URL"
value = "http://${var.ollama_host}:11434"
}
port {
container_port = 8080
}
volume_mount {
name = "data"
mount_path = "/app/backend/data"
}
resources {
requests = {
cpu = "25m"
memory = "256Mi"
}
limits = {
memory = "256Mi"
}
}
}
volume {
name = "data"
persistent_volume_claim {
claim_name = module.nfs_ollama_ui_data.claim_name
}
}
}
}
}
}
resource "kubernetes_service" "ollama-ui" {
metadata {
name = "ollama-ui"
namespace = kubernetes_namespace.ollama.metadata[0].name
labels = {
app = "dashy"
}
}
spec {
selector = {
app = "ollama-ui"
}
port {
name = "http"
port = 80
target_port = 8080
}
}
}
module "ingress" {
source = "../../modules/kubernetes/ingress_factory"
namespace = kubernetes_namespace.ollama.metadata[0].name
name = "ollama"
service_name = "ollama-ui"
tls_secret_name = var.tls_secret_name
port = 80
rybbit_site_id = "e73bebea399f"
extra_annotations = {
"gethomepage.dev/enabled" = "true"
"gethomepage.dev/name" = "Ollama"
"gethomepage.dev/description" = "Local LLM inference"
"gethomepage.dev/icon" = "ollama.png"
"gethomepage.dev/group" = "AI & Data"
"gethomepage.dev/pod-selector" = ""
}
}