prop/k8s/deployment-grid-rs.yaml
Graham McIntire f26e0dc226
perf(prop-grid-rs): parallel band scoring + metrics + HA
Three independent improvements in one commit:

1. Parallel band scoring (pipeline.rs):
   - rayon par_iter across 23 bands replaces the serial for loop.
   - All band files now write via try_join_all over spawn_blocking
     instead of serializing one-at-a-time on NFS. Chain per-step
     drops from ~60s to ~15-25s on a 4-core box.

2. Prometheus metrics (new metrics.rs):
   - axum server on METRICS_ADDR (default :9100) exposes /metrics and
     /health. Scraped by existing Prometheus via annotation.
   - Histograms: chain step duration (by outcome), decode duration.
   - Gauge: tasks in flight (RAII guarded so panics don't leak).
   - Counter: chain steps by outcome.
   - worker.rs records step duration and wraps each run in an
     InFlightGuard.

3. HA + ordering fixes:
   - deployment-grid-rs.yaml: replicas 1→2, required podAntiAffinity
     spreads them across hosts, nodeAffinity prefers talos5 for one.
     PROP_GRID_RS_PARALLELISM 4→3 per pod (6 concurrent across
     replicas; smaller secondary-node footprint).
   - Readiness probe on /health so rollouts wait for the runtime to
     be alive.
   - claim_next ordering: run_time ASC → DESC so the newest hourly
     run drains before any stragglers from a broken prior run. Within
     a run, forecast_hour ASC keeps nearest-first.
   - grid_task_enqueuer sets kind="forecast" explicitly and updates
     conflict_target to the new 3-column unique index introduced by
     migration 20260419222624.
2026-04-19 17:39:30 -05:00

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apiVersion: apps/v1
kind: Deployment
metadata:
name: prop-grid-rs
namespace: prop
# Phase 2 cutover: Rust writes directly to /data/scores. Elixir only
# runs the f00 analysis-hour step (which carries enrichment Rust
# doesn't own yet — native-level duct merge, NEXRAD composite,
# commercial-link degradation, ProfilesFile write). f01..f18 land
# here from the Rust worker.
spec:
# Two replicas for HA. FOR UPDATE SKIP LOCKED lets both pods claim
# from grid_tasks without coordination. Anti-affinity spreads them
# across hosts so talos5 going down doesn't halt the hourly chain.
replicas: 2
minReadySeconds: 5
strategy:
type: RollingUpdate
rollingUpdate:
maxSurge: 0
maxUnavailable: 1
selector:
matchLabels:
app: prop-grid-rs
template:
metadata:
labels:
app: prop-grid-rs
tier: grid-rs
annotations:
# Scraped by the Prometheus at 10.0.15.25. Metrics endpoint is
# on container port 9100 (see METRICS_ADDR env below).
prometheus.io/scrape: "true"
prometheus.io/port: "9100"
prometheus.io/path: "/metrics"
spec:
# Primary replica prefers talos5 (32 GB NUC with NVMe). Secondary
# replica lands anywhere else the scheduler allows — the
# required anti-affinity rule below guarantees the two don't
# stack on the same host.
affinity:
podAntiAffinity:
requiredDuringSchedulingIgnoredDuringExecution:
- labelSelector:
matchLabels:
app: prop-grid-rs
topologyKey: kubernetes.io/hostname
nodeAffinity:
preferredDuringSchedulingIgnoredDuringExecution:
- weight: 100
preference:
matchExpressions:
- key: prop-grid-rs
operator: In
values: ["primary"]
tolerations:
- key: workload
operator: Equal
value: grid-rs
effect: NoSchedule
imagePullSecrets:
- name: forgejo-registry
securityContext:
runAsUser: 65534
runAsNonRoot: true
fsGroup: 65534
seccompProfile:
type: RuntimeDefault
containers:
- name: prop-grid-rs
# Image built by a new CI pipeline from rust/prop_grid_rs/.
# Multi-arch (amd64 + arm64) — reuses the repo's existing
# buildx wiring.
image: git.mcintire.me/graham/prop-grid-rs:main-1776637891-022e692 # {"$imagepolicy": "flux-system:prop-grid-rs"}
imagePullPolicy: IfNotPresent
env:
# Elixir secrets bundle carries DATABASE_URL already. Rust
# reads it directly (sqlx connects with the same URL).
- name: HRRR_BASE_URL
value: "http://skippy.w5isp.com:8080"
- name: PROP_SCORES_DIR
value: "/data/scores"
- name: RUST_LOG
value: "info"
# talos5 is 4c/4t (i5-7260U). Each replica claims up to this
# many forecast hours in parallel. With 2 replicas × 3 → 6
# concurrent tasks, the 18-hour chain completes in ~3 min.
# Per-task peak RAM is ~250 Mi post-streaming refactor, so
# 3×250 ≈ 750 Mi per pod, well under the 2 Gi limit. The
# secondary replica may land on a smaller node — 3 keeps it
# honest.
- name: PROP_GRID_RS_PARALLELISM
value: "3"
# Pool size = parallelism + 2 (NOTIFY + retry slack). Kept in
# sync with PROP_GRID_RS_PARALLELISM when either changes.
- name: PROP_GRID_RS_PG_CONNS
value: "5"
- name: METRICS_ADDR
value: "0.0.0.0:9100"
envFrom:
- secretRef:
name: prop-secrets
ports:
- name: metrics
containerPort: 9100
protocol: TCP
# Liveness is "the process is still running"; let the kubelet
# restart us if we crash. Claiming work from grid_tasks is the
# implicit readiness signal — an idle pod is still healthy
# (the queue is simply empty). A minimal readiness check on
# /health confirms the metrics listener is up, which doubles
# as evidence the tokio runtime is alive.
readinessProbe:
httpGet:
path: /health
port: 9100
initialDelaySeconds: 3
periodSeconds: 10
timeoutSeconds: 2
resources:
requests:
cpu: 100m
memory: 512Mi
limits:
cpu: "4"
# OOM at 1 Gi during active chain work (92k points × 23
# bands ≈ 2.1M scores, plus decoded GRIB2 buffers, plus
# wgrib2 subprocess memory). 2 Gi leaves headroom; we're
# still an order of magnitude below the 6 Gi Elixir budget.
memory: 2Gi
securityContext:
allowPrivilegeEscalation: false
runAsNonRoot: true
runAsUser: 65534
capabilities:
drop:
- ALL
seccompProfile:
type: RuntimeDefault
volumeMounts:
- name: data
mountPath: /data
volumes:
- name: data
nfs:
server: 10.0.15.103
path: /data