blumeops/argocd/manifests/immich-ringtail/deployment-ml.yaml
Erich Blume 947e4310c3 C2: migrate immich from minikube to ringtail (mikado chain) (#356)
## Summary

C2 Mikado chain to move the entire Immich stack (server, ML, valkey,
postgres) off `minikube-indri` and onto `k3s-ringtail`. Immich is the
largest single tenant on minikube (~1.5 GiB resident) and minikube is
currently memory-saturated (97% RAM, swapping). This is the first
concrete chain in the broader indri-k8s decommission effort.

This PR contains the planning layer only — 7 cards (1 goal + 6
prerequisites). Implementation cycles follow per the Mikado Branch
Invariant.

## Goal end-state

- Immich `server`, `machine-learning`, `valkey` on ringtail.
- ML pod uses ringtail's RTX 4080 (performance win — currently
  CPU-only).
- CNPG `immich-pg` (PG17 + VectorChord) runs on ringtail.
- Library still on sifaka NFS — ringtail mounts the same path.
- `photos.ops.eblu.me` reroutes through Caddy → ringtail ingress.
- Minikube `immich` and `immich-pg` are removed.

## Cards

| Card | Depends on |
|---|---|
| `migrate-immich-to-ringtail` (goal) | all six below |
| `cnpg-on-ringtail` | — |
| `immich-pg-on-ringtail` | cnpg-on-ringtail |
| `immich-pg-data-migration` | immich-pg-on-ringtail |
| `sifaka-nfs-from-ringtail` | — |
| `immich-app-on-ringtail` | immich-pg-on-ringtail, sifaka-nfs-from-ringtail |
| `immich-cutover-and-decommission` | immich-pg-data-migration, immich-app-on-ringtail |

## Key constraints

- **No data loss.** Downtime is acceptable; data loss is not. Two
  surfaces matter: postgres (ML embeddings, face data — slow to
  re-derive) and the library files (don't move, but NFS access from
  ringtail must be verified).
- **Migration method:** Option A is a CNPG `externalCluster`
  basebackup → promote. Option B is `pg_dump`/`pg_restore` as a
  documented fallback. Either way, dry-run against a scratch
  cluster first.
- **Why pg moves too** (not cross-cluster): keeping pg on minikube
  would block the whole decommission, and Immich is chatty with pg
  so tailnet round-trips would hurt.

## Test plan

- [ ] Plan review — does the dependency graph make sense?
- [ ] `mise run docs-mikado migrate-immich-to-ringtail` shows the
      chain correctly.
- [ ] Per-card implementation cycles land separately (commit
      convention enforced by hook).

Reviewed-on: #356
2026-05-13 16:46:17 -07:00

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1.9 KiB
YAML

---
apiVersion: apps/v1
kind: Deployment
metadata:
name: immich-machine-learning
namespace: immich
spec:
replicas: 1
selector:
matchLabels:
app: immich
component: machine-learning
template:
metadata:
labels:
app: immich
component: machine-learning
spec:
runtimeClassName: nvidia
securityContext:
seccompProfile:
type: RuntimeDefault
containers:
- name: machine-learning
# ringtail uses the -cuda tag (set in kustomization.yaml)
# to take advantage of the RTX 4080 via the nvidia
# device plugin. Time-slicing is configured for 4 replicas
# so frigate + ollama + this pod can share.
image: ghcr.io/immich-app/immich-machine-learning:kustomized
ports:
- name: http
containerPort: 3003
env:
- name: TZ
value: "America/Los_Angeles"
- name: TRANSFORMERS_CACHE
value: /cache
- name: HF_XET_CACHE
value: /cache/huggingface-xet
- name: MPLCONFIGDIR
value: /cache/matplotlib-config
volumeMounts:
- name: cache
mountPath: /cache
livenessProbe:
httpGet:
path: /ping
port: 3003
initialDelaySeconds: 30
periodSeconds: 30
timeoutSeconds: 5
readinessProbe:
httpGet:
path: /ping
port: 3003
initialDelaySeconds: 15
periodSeconds: 10
timeoutSeconds: 5
resources:
requests:
memory: "512Mi"
cpu: "100m"
limits:
memory: "4Gi"
nvidia.com/gpu: "1"
volumes:
- name: cache
persistentVolumeClaim:
claimName: immich-ml-cache