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Certification track: Professional Cloud Developer (PCD)

Directus on GKE Autopilot

Directus on GKE Autopilot

Directus is an open-source headless CMS and Backend-as-a-Service (BaaS) platform that wraps any SQL database with auto-generated REST and GraphQL APIs and a no-code admin application. This module deploys Directus on GKE Autopilot on top of the App_GKE foundation, which provisions and manages the shared Google Cloud and Kubernetes infrastructure.

This guide focuses on the cloud services Directus uses and how to explore and operate them from the Google Cloud Console and the command line. For the mechanics that are common to every GKE application — Workload Identity, ingress, autoscaling, CI/CD, Cloud Armor, IAP, Binary Authorization, VPC Service Controls, backups, and the deployment lifecycle — refer to the App_GKE foundation guide rather than repeating them here.


1. Overview

Directus runs as a Node.js workload. The deployment wires together a focused set of Google Cloud services:

CapabilityGoogle Cloud serviceNotes
ComputeGKE AutopilotNode.js pods, 2 vCPU / 2 GiB by default, horizontally autoscaled
DatabaseCloud SQL for PostgreSQL 15Required — Directus hardcodes DB_CLIENT = "pg"
Shared filesFilestore (NFS)Uploaded assets and media shared across all replicas
Object storageCloud StorageA dedicated uploads bucket; GCS is the default Directus storage driver
CacheRedisEnabled by default; defaults to the NFS host IP when no explicit host is set
SecretsSecret ManagerAuto-generated KEY, SECRET, ADMIN_PASSWORD, and REDIS connection URL
IngressCloud Load BalancingExternal LoadBalancer, optional custom domain + managed certificate

Sensible defaults worth knowing up front:

  • PostgreSQL 15 is required. Directus hardcodes DB_CLIENT = "pg". Switching to MySQL or NONE prevents startup.
  • GCS is the default file storage driver. Directus_Common automatically injects STORAGE_GCS_DRIVER, STORAGE_GCS_BUCKET, and STORAGE_LOCATIONS = "gcs", so all uploads go to the dedicated Cloud Storage bucket.
  • Auto-migrate and bootstrap run on every start. AUTO_MIGRATE = "true" applies any pending database schema migrations on startup. BOOTSTRAP = "true" seeds the admin user and system collections on first boot — both are idempotent.
  • Scale-to-zero is the default (min_instance_count = 0). Directus uses Redis-backed sessions, so cold starts are acceptable for non-latency-critical deployments. Set min_instance_count = 1 to eliminate cold starts in production.
  • The Directus KEY and SECRET are generated automatically and stored in Secret Manager. Rotating them after the first deployment invalidates all active sessions and JWTs.

2. Google Cloud Services & How to Explore Them

All commands assume you have run gcloud container clusters get-credentials <cluster> --region <region> --project <project> and that PROJECT, REGION, and NAMESPACE are set. The namespace and other identifiers are reported in the deployment Outputs.

A. GKE Autopilot — the Directus workload

Directus pods are scheduled on Autopilot, which bills for the CPU/memory the pods actually request. Horizontal Pod Autoscaling sizes the deployment between the minimum and maximum replica counts.

  • Console: Kubernetes Engine → Workloads → select the Directus workload to see pods, revisions, and events. Kubernetes Engine → Services & Ingress shows the external IP.
  • CLI:
    kubectl get pods,svc,hpa -n "$NAMESPACE"
    kubectl logs -n "$NAMESPACE" deploy/<service-name> --tail=100
    kubectl describe hpa -n "$NAMESPACE" # current vs target utilisation
    # Manually verify the Directus health endpoint from within the cluster:
    kubectl exec -n "$NAMESPACE" deploy/<service-name> -- curl -sf http://localhost:8055/server/ping

See App_GKE for how Autopilot, scaling, and the workload type (Deployment vs StatefulSet) are managed.

B. Cloud SQL for PostgreSQL 15

Directus stores all application data in a managed Cloud SQL for PostgreSQL 15 instance. Pods reach it through the Cloud SQL Auth Proxy sidecar over a Unix socket. On first deploy a db-init job creates the application database, user, grants privileges, and installs the uuid-ossp and postgis extensions.

  • Console: SQL → select the instance for connections, backups, flags, and metrics.
  • CLI:
    gcloud sql instances list --project "$PROJECT"
    gcloud sql instances describe <instance-name> --project "$PROJECT"
    # Open an interactive shell to inspect schema/data:
    gcloud sql connect <instance-name> --user=<db-user> --project "$PROJECT"

The instance name, database name, user, and the Secret Manager secret holding the password are all surfaced in the Outputs. For the connection model, automated backups, and password rotation, see App_GKE.

C. Filestore (NFS) and Cloud Storage

Uploaded assets are written to a Filestore (NFS) share mounted into every pod so all replicas see the same files. A dedicated Cloud Storage uploads bucket is also provisioned; Directus is configured to use GCS as its primary storage driver via STORAGE_GCS_DRIVER = "gcs".

  • Console: Filestore → Instances for the NFS share; Cloud Storage → Buckets for the uploads bucket.
  • CLI:
    gcloud filestore instances list --project "$PROJECT"
    gcloud storage buckets list --project "$PROJECT"
    gcloud storage ls gs://<uploads-bucket>/ # bucket name is in the Outputs
    # Confirm the NFS share is mounted inside a pod:
    kubectl exec -n "$NAMESPACE" deploy/<service-name> -- df -h | grep -i nfs

See App_GKE for NFS provisioning, GCS Fuse, and CMEK options.

D. Redis cache

Redis backs Directus's API response caching and rate-limiting state. When no explicit Redis host is configured and NFS is enabled, the NFS host IP is used as the default Redis endpoint. The full Redis connection URL (including any auth password) is stored as a Secret Manager secret and injected as the REDIS environment variable.

  • Console: Memorystore → Redis (if using a managed instance).
  • CLI:
    # From a host with network access:
    redis-cli -h <redis-host> ping
    redis-cli -h <redis-host> info keyspace
    # Confirm REDIS is injected into the pod:
    kubectl exec -n "$NAMESPACE" deploy/<service-name> -- env | grep REDIS

E. Secret Manager

Four secrets are generated and stored automatically: KEY (data encryption), SECRET (JWT signing), ADMIN_PASSWORD (initial admin account), and REDIS (Redis connection URL when Redis is enabled). The database password is managed separately by the foundation.

  • Console: Security → Secret Manager.
  • CLI:
    gcloud secrets list --project "$PROJECT"
    # Retrieve the admin password:
    gcloud secrets versions access latest --secret=<prefix>-admin-password --project "$PROJECT"
    # Retrieve the DB password secret name from Outputs, then:
    gcloud secrets versions access latest --secret=<database_password_secret> --project "$PROJECT"

The database_password_secret name is in the Outputs. See App_GKE for the Secret Store CSI integration and rotation.

F. Networking & ingress

By default the workload is exposed through an external Cloud Load Balancing IP. A custom domain with a Google-managed certificate can be enabled, and a static IP can be reserved so the address survives redeploys.

  • Console: Network services → Load balancing; VPC network → IP addresses.
  • CLI:
    kubectl get ingress,svc -n "$NAMESPACE"
    gcloud compute addresses list --project "$PROJECT"

See App_GKE for custom domains, Cloud CDN, and static IP details.

G. Cloud Logging & Monitoring

Pod stdout/stderr flow to Cloud Logging; GKE and Cloud SQL metrics flow to Cloud Monitoring. Optional uptime checks and alert policies are available.

  • Console: Logging → Logs Explorer; Monitoring → Dashboards / Alerting.
  • CLI:
    gcloud logging read 'resource.type="k8s_container" AND resource.labels.namespace_name="'"$NAMESPACE"'"' \
    --project "$PROJECT" --limit 50

3. Directus Application Behaviour

  • First-deploy database setup. A db-init job runs on every apply (execute_on_apply = true). It creates the Directus database user with the generated password, creates the directus database, installs uuid-ossp and postgis extensions (PostGIS failure is non-fatal), and grants full privileges. The job is idempotent.
  • Bootstrap on first start. BOOTSTRAP = "true" seeds the initial admin user and Directus system collections on first boot. The admin email defaults to admin@example.comoverride this via environment_variables = { ADMIN_EMAIL = "you@example.com" } before the first deploy.
  • Migrations on every start. AUTO_MIGRATE = "true" causes Directus to run database migrate:latest on each pod start, so upgrading application_version applies schema changes automatically.
  • Health probe. The startup and liveness probes target /server/ping, Directus's public, unauthenticated liveness endpoint (returns pong/200 as soon as the server is listening) — /server/health requires admin authentication and would 403 an unauthenticated probe. The startup probe allows up to 300 seconds (failure_threshold = 10, period_seconds = 30) to accommodate first-boot database setup.
  • KEY and SECRET rotation. Rotating the KEY secret immediately invalidates all active user sessions. Rotating SECRET invalidates all issued JWTs. Never rotate either without a planned maintenance window and client notification.
  • Admin login. Retrieve the generated admin password from Secret Manager (see §2.E). The default admin email is admin@example.com unless overridden.

4. Configuration Variables

Variables are grouped exactly as they appear on the deployment platform. Only settings specific to or notable for Directus are listed; every other input is inherited from App_GKE with its standard behaviour and defaults.

Group 1 — Project & Identity

VariableDefaultDescription
project_id(required)Target Google Cloud project.
regionus-central1Region for the workload and regional resources.

Group 2 — Deployment Environment

VariableDefaultDescription
tenant_deployment_iddemoShort suffix that makes resource names unique per environment. Do not change after first deploy.
support_users[]Emails granted project access and monitoring alerts.
resource_labels{}Labels applied to all resources for cost/ownership tracking.

Group 3 — Application Identity

VariableDefaultDescription
application_namedirectusBase name for resources. Do not change after first deploy — embedded in Secret Manager secret IDs.
application_display_nameDirectus CMSFriendly name shown in the Console.
application_version11.1.0Directus image version tag; increment to roll out a new version. Pin to a specific tag — avoid latest in production.
descriptionDirectus - Open Source Headless CMS and Backend-as-a-ServiceWorkload description annotation.

Group 4 — Runtime & Scaling

VariableDefaultDescription
deploy_applicationtrueSet false to provision infrastructure only (Cloud SQL, storage, secrets) without deploying the workload.
cpu_limit2000mCPU per pod; 2 vCPU recommended for responsive API generation.
memory_limit2GiMemory per pod; 2 GiB minimum — increase for large schemas or image transformations.
min_instance_count0Minimum replicas. Set 1 to eliminate cold starts in production.
max_instance_count3Maximum replicas (autoscaler ceiling).
container_port8055Directus default listening port.
enable_cloudsql_volumetrueCloud SQL Auth Proxy sidecar for Unix socket connections.
enable_vertical_pod_autoscalingfalseLet Autopilot tune resource requests automatically.

Group 5 — Environment Variables & Secrets

VariableDefaultDescription
environment_variables{}Extra non-secret settings. Override ADMIN_EMAIL here before first deploy.
secret_environment_variables{}Map of env var → Secret Manager secret name.

Group 6 — GKE Backend & Cluster

VariableDefaultDescription
service_typeLoadBalancerHow the Service is exposed.
workload_typeDeploymentDeployment (stateless) or StatefulSet. For most Directus deployments, keep the default and use enable_nfs = true for shared assets.
session_affinityClientIPSticky routing.
network_tags["nfsserver"]Node/pod tags; nfsserver is required for NFS connectivity.

Group 7 — StatefulSet

VariableDefaultDescription
stateful_pvc_enabledfalseEnable per-pod PVC templates in the StatefulSet spec.
stateful_pvc_size10GiStorage size per pod PVC. Cannot be decreased after provisioning.
stateful_pvc_mount_path/dataContainer path where the per-pod PVC is mounted.
stateful_pvc_storage_classstandard-rwoKubernetes StorageClass for PVCs.
stateful_headless_servicetrueCreate a headless Service for stable pod DNS entries.
stateful_pod_management_policyOrderedReadyOrderedReady or Parallel.
stateful_update_strategyRollingUpdateRollingUpdate or OnDelete.

Group 9 — Reliability Policies

VariableDefaultDescription
enable_pod_disruption_budgettrueProtect availability during node upgrades.
pdb_min_available1Raise min_instance_count above 1 if you need eviction headroom.
enable_topology_spreadfalseSpread pods across zones.

Group 10 — Observability & Health

VariableDefaultDescription
startup_probe/server/ping, HTTP, failure_threshold=10Kubernetes startup probe. Allows up to 300 s for first-boot migrations.
liveness_probe/server/ping, HTTPKubernetes liveness probe; pod restarted after 3 consecutive failures.
uptime_check_config{ enabled = false, path = "/" }Optional Cloud Monitoring uptime check; disabled by default.
alert_policies[]Optional metric alert policies.

Group 11 — Jobs & Scheduled Tasks

VariableDefaultDescription
initialization_jobs[]Leave empty to use the built-in db-init job supplied by Directus_Common.
cron_jobs[]Recurring Kubernetes CronJobs (e.g., cache purge, data sync).
additional_services[]Sidecar or helper GKE services deployed alongside Directus.

Group 12 — CI/CD & GitHub Integration

Standard App_GKE Cloud Build / Cloud Deploy integration — see App_GKE. Key inputs: enable_cicd_trigger, github_repository_url, github_token, enable_cloud_deploy.

Group 13 — Filesystem (NFS)

VariableDefaultDescription
enable_nfstrueShared Filestore volume for uploaded assets (keep enabled for multi-replica).
nfs_mount_path/mnt/nfsMount path inside the container.

Group 14 — Cloud Storage & Artifact Registry

VariableDefaultDescription
create_cloud_storagetrueProvision additional buckets in storage_buckets. The uploads bucket from Directus_Common is always provisioned.
storage_buckets[{ name_suffix = "data" }]Additional GCS buckets beyond the auto-provisioned uploads bucket.
gcs_volumes[]GCS buckets to mount via GCS Fuse CSI driver.
manage_storage_kms_iam / enable_artifact_registry_cmekfalseCMEK options.

Group 15 — Redis Cache

VariableDefaultDescription
enable_redistrueUse Redis for caching and rate limiting.
redis_host""Leave empty to use the NFS host IP; set explicitly for a dedicated Memorystore instance.
redis_port6379Redis port.
redis_auth""Optional Redis auth password (sensitive). The full connection URL is stored in Secret Manager.

Group 16 — Database Backend

VariableDefaultDescription
database_typePOSTGRES_15Directus requires PostgreSQL. Do not change.
db_namedirectusPostgreSQL database name. Do not change after first deploy.
db_userdirectusApplication user. Do not change after first deploy.
database_password_length32Generated password length (16–64).
enable_auto_password_rotationfalseZero-downtime DB password rotation.
enable_postgres_extensionstrueInstall uuid-ossp (and optionally postgis) via db-init.
postgres_extensions["uuid-ossp"]Extensions to install. Add "postgis" for geospatial support.

Group 17 — Backup & Maintenance

VariableDefaultDescription
backup_schedule0 2 * * *Automated backup cron (UTC).
backup_retention_days7Retention; raise to 30–90 for production/compliance.
enable_backup_import / backup_source / backup_uri / backup_formatrestore optionsRestore from a backup on deploy. Set enable_backup_import = false immediately after a successful restore.

Group 18 — Custom SQL Scripts

enable_custom_sql_scripts, custom_sql_scripts_bucket, custom_sql_scripts_path, custom_sql_scripts_use_root — run SQL from a GCS bucket after provisioning. See App_GKE.

Group 19 — Custom Domain, Static IP & Networking

VariableDefaultDescription
enable_custom_domaintrueProvision Ingress for custom hostnames + managed certificate.
application_domains[]Hostnames to serve.
reserve_static_iptrueStable external IP across redeploys.

Group 20 — Identity-Aware Proxy (IAP)

VariableDefaultDescription
enable_iapfalseRequire Google sign-in in front of Directus.
iap_authorized_users / iap_authorized_groups[]Who may access.
iap_oauth_client_id / iap_oauth_client_secret""Required when IAP is enabled (sensitive).
iap_support_email""Shown on the OAuth consent screen.

Group 21 — Cloud Armor

VariableDefaultDescription
enable_cloud_armorfalseAttach a Cloud Armor (WAF) policy to the Ingress backend.
admin_ip_ranges[]CIDRs allowed privileged access.
cloud_armor_policy_namedefault-waf-policyPolicy name.
enable_cdnfalseEnable Cloud CDN via Gateway API.

Group 22 — VPC Service Controls & Audit Logging

VariableDefaultDescription
enable_vpc_scfalseEnforce a VPC-SC perimeter (requires organization_id). Use vpc_sc_dry_run = true first.
vpc_cidr_ranges / vpc_sc_dry_run(set)Access level CIDRs / dry-run mode.
enable_audit_loggingfalseDetailed Cloud Audit Logs.

5. Outputs

These values are returned on a successful deployment and are the quickest way to locate and explore the running resources.

OutputDescription
service_nameKubernetes Service name.
namespaceNamespace the workload runs in.
service_cluster_ipIn-cluster ClusterIP.
stage_service_cluster_ipsMap of ClusterIPs for stage-specific services (Cloud Deploy).
service_external_ipExternal LoadBalancer IP (when a static IP is reserved).
service_urlURL to reach Directus.
database_instance_nameCloud SQL instance name.
database_nameApplication database name.
database_userApplication database user.
database_password_secretSecret Manager secret holding the DB password.
database_host / database_portDB endpoint (127.0.0.1 via the Auth Proxy) / port.
storage_bucketsCreated Cloud Storage buckets.
network_name / network_exists / regionsVPC network, presence, available regions.
container_image / container_registryDeployed image and Artifact Registry repo.
monitoring_enabled / monitoring_notification_channelsMonitoring status and channels.
initialization_jobs / db_import_jobNames of the setup and (optional) import jobs.
deployment_id / tenant_id / resource_prefixNaming identifiers.
project_id / project_numberProject identifiers.
cicd_enabled / cicd_configurationCI/CD status and details (repo, trigger, registry).
github_repository_url / github_repository_owner / github_repository_nameCI/CD GitHub details.
artifact_registry_repository / cloudbuild_trigger_name / cloudbuild_trigger_idRegistry and build trigger.
kubernetes_readyWhether the cluster/workload is ready.
vpc_sc_enabled / vpc_sc_perimeter_name / vpc_sc_dry_run_modeVPC-SC status.
audit_logging_enabled / artifact_registry_cmek_enabledAudit logging and CMEK status.

6. Configuration Pitfalls & Sensible Defaults

Risk: Critical (data loss / outage / security) — High (service degraded) — Medium (cost or partial degradation) — Low (minor).

SettingSensible valueRiskConsequence if wrong
database_typePOSTGRES_15CriticalDirectus requires PostgreSQL; changing to MySQL or NONE prevents startup and orphans the existing database.
application_nameset onceCriticalEmbedded in Secret Manager secret IDs (KEY, SECRET, ADMIN_PASSWORD). Changing recreates all secrets — all active sessions and JWTs are immediately invalidated.
tenant_deployment_idset onceCriticalChanging after first deploy orphans the Cloud SQL instance and generates a new empty database plus new KEY/SECRET, invalidating all sessions.
KEY / SECRET secretsauto-generated, never rotate casuallyCriticalRotating KEY logs out all users. Rotating SECRET invalidates all API tokens. Only rotate during a planned maintenance window.
ADMIN_EMAIL env vara real email addressHighDefault admin@example.com creates the admin account with a guessable email. Override via environment_variables = { ADMIN_EMAIL = "you@example.com" } before first deploy.
quota_memory_requests / quota_memory_limitsbinary units (4Gi)CriticalBare integers (e.g., "4") are read as bytes — blocks all pod scheduling permanently.
enable_nfstrueHighWithout shared NFS, uploaded assets written by one pod are invisible to others and lost on restart (unless using GCS Fuse exclusively).
enable_redistrue for multi-replicaHighWithout Redis, each pod has an isolated cache; rate-limiting is per-pod and Directus caching breaks across replicas.
redis_host"" (NFS) or explicitHighNo valid Redis endpoint if Redis is enabled, NFS is off, and no host is set.
startup_probe.failure_threshold10 or higher on first deployHighToo low: Directus migrations can take 1–3 minutes on a fresh database; the pod is killed before migrations complete, causing a restart loop.
enable_backup_importfalse after restoreHighLeaving true re-runs the import on every apply, overwriting live data with the stale backup.
memory_limit2GiHighToo little memory causes OOM kills during schema loading or image transformation.
min_instance_count1 for productionMedium0 in production causes 20–40 s cold starts on the first API request after an idle period.
enable_pod_disruption_budget + pdb_min_availableleave headroomMediumpdb_min_available = "1" with min_instance_count = 1 blocks node drains permanently.
enable_iap / enable_cloud_armorenable for admin-facingMediumThe admin UI is otherwise publicly reachable.
backup_retention_days7 (raise for prod)MediumToo short for compliance retention.
enable_vpc_sc + vpc_sc_dry_runstart with vpc_sc_dry_run = trueCriticalEnabling enforcement without the SA in the access level blocks Cloud SQL, Secret Manager, and Artifact Registry simultaneously.

For the foundation behaviour referenced throughout — IAM and Workload Identity, autoscaling, ingress and certificates, CI/CD, Cloud Armor, IAP, Binary Authorization, VPC-SC, backups, and image mirroring — see App_GKE. Directus-specific application configuration shared with the Cloud Run variant is described in Directus_Common.