K8s IaC with OCI GenAI Instance Principals

.github/workflows/pytest.yml

@@ -44,6 +44,9 @@ jobs:
           uv pip install torch==2.9.0+cpu -f https://download.pytorch.org/whl/cpu/torch --system
           uv pip install -e ".[all-test]" --system
 
+      - name: Run Pylint on IaC Code
+        run: pylint opentofu
+
       - name: Run Pylint on Client Code
         run: pylint src/client
 

opentofu/cfgmgt/apply.py

@@ -94,10 +94,11 @@ def helm_repo_add_if_missing():
 
 def apply_helm_chart_inner(release_name, namespace):
     """Apply Helm Chart"""
-    values_path = os.path.join(STAGE_PATH, "helm-values.yaml")
+    values_path = os.path.join(STAGE_PATH, "optimizer-helm-values.yaml")
     if not os.path.isfile(values_path):
         print(f"⚠️ Values file not found: {values_path}")
-        return False
+        print("ℹ️ Skipping Helm chart application.\n")
+        return True  # Return True to indicate this is not a retriable failure
 
     helm_repo_add_if_missing()
 
@@ -119,41 +120,60 @@ def apply_helm_chart_inner(release_name, namespace):
         print("✅ Helm chart applied:")
         print(f"Apply Helm Chart: {stdout}")
         return True
-    else:
-        print(f"❌ Failed to apply Helm chart:\n{stderr}")
-        return False
+
+    print(f"❌ Failed to apply Helm chart:\n{stderr}")
+    return False
 
 
 def apply_helm_chart(release_name, namespace):
     """Retry Enabled Add/Update Helm Chart"""
     retry(lambda: apply_helm_chart_inner(release_name, namespace))
 
 
-def apply_manifest_inner():
+def apply_manifest_inner(namespace):
     """Apply Manifest"""
     manifest_path = os.path.join(STAGE_PATH, "k8s-manifest.yaml")
     if not os.path.isfile(manifest_path):
         print(f"⚠️ Manifest not found: {manifest_path}")
         return False
 
+    # Delete existing Jobs with the same name to allow recreation
+    # Jobs are immutable and cannot be updated, only replaced
+    print("🗑️ Checking for existing buildkit Job...")
+    stdout, _, _ = run_cmd(
+        ["kubectl", "get", "job", "optimizer-buildkit", "-n", namespace, "-o", "name"], capture_output=True
+    )
+    if stdout:
+        print(f"🗑️ Deleting existing optimizer-buildkit Job in namespace '{namespace}'...")
+        run_cmd(
+            ["kubectl", "delete", "job", "optimizer-buildkit", "-n", namespace, "--ignore-not-found=true"],
+            capture_output=False,
+        )
+        time.sleep(2)  # Wait for deletion to complete
+
     print("🚀 Applying Kubernetes manifest: k8s-manifest.yaml")
     _, stderr, rc = run_cmd(["kubectl", "apply", "-f", manifest_path], capture_output=False)
     if rc == 0:
         print("✅ Manifest applied.\n")
         return True
-    else:
-        print(f"❌ Failed to apply manifest:\n{stderr}")
-        return False
+
+    print(f"❌ Failed to apply manifest:\n{stderr}")
+    return False
 
 
-def apply_manifest():
+def apply_manifest(namespace):
     """Retry Enabled Add/Update Manifest"""
-    retry(apply_manifest_inner)
+    retry(lambda: apply_manifest_inner(namespace))
 
 
 def patch_oracle_operator_inner():
     """Patch Oracle Database Operator deployment to disable readOnlyRootFilesystem"""
     print("🔧 Patching oracle-database-operator deployment...")
+    patch_json = (
+        '[{"op": "replace", "path": '
+        '"/spec/template/spec/containers/0/securityContext/readOnlyRootFilesystem", '
+        '"value": false}]'
+    )
     cmd = [
         "kubectl",
         "-n",
@@ -164,15 +184,15 @@ def patch_oracle_operator_inner():
         "--type",
         "json",
         "-p",
-        '[{"op": "replace", "path": "/spec/template/spec/containers/0/securityContext/readOnlyRootFilesystem", "value": false}]',
+        patch_json,
     ]
     _, stderr, rc = run_cmd(cmd, capture_output=False)
     if rc == 0:
         print("✅ Oracle operator patched.\n")
         return True
-    else:
-        print(f"❌ Failed to patch operator:\n{stderr}")
-        return False
+
+    print(f"❌ Failed to patch operator:\n{stderr}")
+    return False
 
 
 def patch_oracle_operator():
@@ -189,6 +209,6 @@ def patch_oracle_operator():
     args = parser.parse_args()
 
     mod_kubeconfig(args.private_endpoint)
-    apply_manifest()
+    apply_manifest(args.namespace)
     patch_oracle_operator()
     apply_helm_chart(args.release_name, args.namespace)

opentofu/modules/kubernetes/cfgmgt.tf

@@ -3,60 +3,63 @@
 # spell-checker: disable
 
 locals {
-  helm_values = templatefile("${path.module}/templates/helm_values.yaml", {
-    label                = var.label_prefix
-    repository_server    = local.repository_server
-    repository_client    = local.repository_client
-    oci_tenancy          = var.tenancy_id
-    oci_region           = var.region
-    db_type              = var.db_conn.db_type
-    db_ocid              = var.db_ocid
-    db_dsn               = var.db_conn.service
-    db_name              = lower(var.db_name)
-    node_pool_gpu_deploy = var.node_pool_gpu_deploy
-    lb_ip                = var.lb.ip_address_details[0].ip_address
+  k8s_manifest = templatefile("${path.module}/templates/k8s_manifest.yaml", {
+    label                       = var.label_prefix
+    repository_host             = local.repository_host
+    optimizer_repository_server = local.optimizer_repository_server
+    optimizer_repository_client = local.optimizer_repository_client
+    compartment_ocid            = var.lb.compartment_id
+    lb_ocid                     = var.lb.id
+    lb_subnet_ocid              = var.public_subnet_id
+    lb_ip_ocid                  = var.lb.ip_address_details[0].ip_address
+    lb_nsgs                     = var.lb_nsg_id
+    lb_min_shape                = var.lb.shape_details[0].minimum_bandwidth_in_mbps
+    lb_max_shape                = var.lb.shape_details[0].maximum_bandwidth_in_mbps
+    db_name                     = lower(var.db_name)
+    db_username                 = var.db_conn.username
+    db_password                 = var.db_conn.password
+    db_service                  = var.db_conn.service
+    optimizer_api_key           = random_string.optimizer_api_key.result
+    deploy_buildkit             = var.byo_ocir_url == ""
+    deploy_optimizer            = var.deploy_optimizer
+    optimizer_version           = var.optimizer_version
   })
 
-  k8s_manifest = templatefile("${path.module}/templates/k8s_manifest.yaml", {
-    label             = var.label_prefix
-    repository_host   = local.repository_host
-    repository_server = local.repository_server
-    repository_client = local.repository_client
-    compartment_ocid  = var.lb.compartment_id
-    lb_ocid           = var.lb.id
-    lb_subnet_ocid    = var.public_subnet_id
-    lb_ip_ocid        = var.lb.ip_address_details[0].ip_address
-    lb_nsgs           = var.lb_nsg_id
-    lb_min_shape      = var.lb.shape_details[0].minimum_bandwidth_in_mbps
-    lb_max_shape      = var.lb.shape_details[0].maximum_bandwidth_in_mbps
-    db_name           = lower(var.db_name)
-    db_username       = var.db_conn.username
-    db_password       = var.db_conn.password
-    db_service        = var.db_conn.service
-    api_key           = random_string.api_key.result
-    deploy_buildkit   = var.byo_ocir_url == ""
-    optimizer_version = var.optimizer_version
+  helm_values = templatefile("${path.module}/templates/optimizer_helm_values.yaml", {
+    label                       = var.label_prefix
+    optimizer_repository_server = local.optimizer_repository_server
+    optimizer_repository_client = local.optimizer_repository_client
+    oci_tenancy                 = var.tenancy_id
+    oci_region                  = var.region
+    db_type                     = var.db_conn.db_type
+    db_ocid                     = var.db_ocid
+    db_dsn                      = var.db_conn.service
+    db_name                     = lower(var.db_name)
+    node_pool_gpu_deploy        = var.node_pool_gpu_deploy
+    lb_ip                       = var.lb.ip_address_details[0].ip_address
   })
 }
 
+
 resource "local_sensitive_file" "kubeconfig" {
   content         = data.oci_containerengine_cluster_kube_config.default_cluster_kube_config.content
   filename        = "${path.root}/cfgmgt/stage/kubeconfig"
   file_permission = 0600
 }
 
-resource "local_sensitive_file" "helm_values" {
-  content         = local.helm_values
-  filename        = "${path.root}/cfgmgt/stage/helm-values.yaml"
-  file_permission = 0600
-}
-
 resource "local_sensitive_file" "k8s_manifest" {
   content         = local.k8s_manifest
   filename        = "${path.root}/cfgmgt/stage/k8s-manifest.yaml"
   file_permission = 0600
 }
 
+resource "local_sensitive_file" "optimizer_helm_values" {
+  count           = var.deploy_optimizer ? 1 : 0
+  content         = local.helm_values
+  filename        = "${path.root}/cfgmgt/stage/optimizer-helm-values.yaml"
+  file_permission = 0600
+}
+
 resource "null_resource" "apply" {
   count = var.run_cfgmgt ? 1 : 0
   triggers = {
@@ -77,8 +80,8 @@ resource "null_resource" "apply" {
   }
   depends_on = [
     local_sensitive_file.kubeconfig,
-    local_sensitive_file.helm_values,
     local_sensitive_file.k8s_manifest,
+    local_sensitive_file.optimizer_helm_values,
     oci_containerengine_node_pool.cpu_node_pool_details,
     oci_containerengine_node_pool.gpu_node_pool_details,
     oci_containerengine_addon.oraoper_addon,

opentofu/modules/kubernetes/locals.tf

@@ -54,16 +54,16 @@ locals {
 
 // Repositories
 locals {
-  container_repositories = [
+  optimizer_container_repositories = [
     "ai-optimizer-server",
     "ai-optimizer-client"
   ]
-  region_map        = { for r in data.oci_identity_regions.identity_regions.regions : r.name => r.key }
-  image_region      = lookup(local.region_map, var.region)
-  repository_host   = lower(format("%s.ocir.io", local.image_region))
-  repository_base   = var.byo_ocir_url != "" ? var.byo_ocir_url : lower(format("%s/%s", local.repository_host, data.oci_objectstorage_namespace.objectstorage_namespace.namespace))
-  repository_server = lower(format("%s/ai-optimizer-server", local.repository_base))
-  repository_client = lower(format("%s/ai-optimizer-client", local.repository_base))
+  region_map                  = { for r in data.oci_identity_regions.identity_regions.regions : r.name => r.key }
+  image_region                = lookup(local.region_map, var.region)
+  repository_host             = lower(format("%s.ocir.io", local.image_region))
+  repository_base             = var.byo_ocir_url != "" ? var.byo_ocir_url : lower(format("%s/%s/%s", local.repository_host, data.oci_objectstorage_namespace.objectstorage_namespace.namespace, var.label_prefix))
+  optimizer_repository_server = lower(format("%s/ai-optimizer-server", local.repository_base))
+  optimizer_repository_client = lower(format("%s/ai-optimizer-client", local.repository_base))
 }
 
 // Cluster Details

opentofu/modules/kubernetes/main.tf

@@ -2,7 +2,7 @@
 # All rights reserved. The Universal Permissive License (UPL), Version 1.0 as shown at http://oss.oracle.com/licenses/upl
 # spell-checker: disable
 
-resource "random_string" "api_key" {
+resource "random_string" "optimizer_api_key" {
   length           = 32
   special          = true
   upper            = true
@@ -14,7 +14,7 @@ resource "random_string" "api_key" {
 // oci_artifacts_container_repository
 // OCIR
 resource "oci_artifacts_container_repository" "optimizer_repositories" {
-  for_each       = var.byo_ocir_url != "" ? toset([]) : toset(local.container_repositories)
+  for_each       = var.byo_ocir_url != "" ? toset([]) : toset(local.optimizer_container_repositories)
   compartment_id = var.compartment_id
   display_name   = lower(format("%s/%s", var.label_prefix, each.value))
   is_immutable   = false

opentofu/modules/kubernetes/templates/k8s_manifest.yaml

@@ -11,11 +11,11 @@ metadata:
 apiVersion: v1
 kind: Secret
 metadata:
-  name: ${label}-api-key
+  name: ${label}-optimizer-api-key
   namespace: ${label}
 type: Opaque
 stringData:
-  apiKey: ${api_key}
+  apiKey: ${optimizer_api_key}
 ---
 # Secret containing non-privileged DB User details.
 # Used for application connectivity to database.
@@ -75,14 +75,14 @@ spec:
     apiGroup: ingress.oraclecloud.com
     kind: IngressClassParameters
     name: native-ic-params
-%{ if deploy_buildkit ~}
+%{ if deploy_buildkit && deploy_optimizer ~}
 ---
 # Builds and pushes application images to container registry.
 # Uses instance principles.
 apiVersion: batch/v1
 kind: Job
 metadata:
-  name: buildkit
+  name: optimizer-buildkit
   namespace: ${label}
 spec:
   ttlSecondsAfterFinished: 300
@@ -97,11 +97,11 @@ spec:
             - -c
             - |
               if [ "${optimizer_version}" = "Experimental" ]; then
+                echo "Downloading Code from MAIN branch"
                 wget -qO- https://github.com/oracle/ai-optimizer/archive/refs/heads/main.tar.gz \
-                  | tar -xz -C /workspace ai-optimizer-main/src ai-optimizer-main/pyproject.toml --strip-components=1
-                mv /workspace/src/* /workspace/src/.* /workspace/ 2>/dev/null || true
-                rm -rf /workspace/src
+                  | tar -xz -C /workspace --strip-components=1 ai-optimizer-main/src ai-optimizer-main/pyproject.toml 
               else
+                echo "Downloading Code from LATEST release"
                 wget -qO- https://github.com/oracle/ai-optimizer/releases/latest/download/ai-optimizer-src.tar.gz \
                   | tar -xz -C /workspace
               fi
@@ -118,7 +118,7 @@ spec:
             - -c
             - |
               RETRY_COUNT=0
-              REPO_PATH=$(echo "${repository_client}" | cut -d'/' -f2-)
+              REPO_PATH=$(echo "${optimizer_repository_client}" | cut -d'/' -f2-)
 
               while [ $RETRY_COUNT -lt 10 ]; do
                 RETRY_COUNT=$((RETRY_COUNT + 1))
@@ -130,7 +130,7 @@ spec:
                 chown 1000:1000 /docker-config/config.json
 
                 HTTP_STATUS=$(oci raw-request --http-method GET \
-                  --target-uri "https://${repository_host}/v2/$REPO_PATH/tags/list" \
+                  --target-uri "https://${repository_host}/v2/$REPO_PATH/manifests/latest" \
                   --request-headers "{\"Authorization\": \"Bearer $TOKEN\"}" 2>/dev/null | jq -r '.status' || echo "000")
 
                 HTTP_CODE=$(echo "$HTTP_STATUS" | cut -d' ' -f1)
@@ -168,8 +168,8 @@ spec:
                 --progress plain \
                 --frontend dockerfile.v0 \
                 --local context=/workspace \
-                --local dockerfile=/workspace/client \
-                --output type=image,name=${repository_client}:latest,push=true
+                --local dockerfile=/workspace/src/client \
+                --output type=image,name=${optimizer_repository_client}:latest,push=true
           securityContext:
             seccompProfile:
               type: Unconfined
@@ -201,8 +201,8 @@ spec:
                 --progress plain \
                 --frontend dockerfile.v0 \
                 --local context=/workspace \
-                --local dockerfile=/workspace/server \
-                --output type=image,name=${repository_server}:latest,push=true
+                --local dockerfile=/workspace/src/server \
+                --output type=image,name=${optimizer_repository_server}:latest,push=true
           securityContext:
             seccompProfile:
               type: Unconfined

opentofu/modules/kubernetes/templates/helm_values.yaml → opentofu/modules/kubernetes/templates/optimizer_helm_values.yaml

@@ -4,12 +4,12 @@
 
 global:
   api:
-    secretName: "${label}-api-key"
+    secretName: "${label}-optimizer-api-key"
 
 # -- API Server configuration
 server:
   image:
-    repository: ${repository_server}
+    repository: ${optimizer_repository_server}
     tag: "latest"
     pullPolicy: Always
 
@@ -48,7 +48,7 @@ server:
 client:
   enable: true
   image:
-    repository: ${repository_client}
+    repository: ${optimizer_repository_client}
     tag: "latest"
     pullPolicy: Always
 

opentofu/modules/kubernetes/variables.tf

@@ -132,4 +132,9 @@ variable "byo_ocir_url" {
 
 variable "optimizer_version" {
   type = string
+}
+
+variable "deploy_optimizer" {
+  type    = bool
+  default = true
 }