Graham McIntire
86b2718916
Adds HorizontalPodAutoscaler resources for the three load-responsive Deployments: - prop (web): min 2, max 5, averageValue 800m CPU - prop-grid-rs: min 1, max 4, averageValue 400m - hrrr-point-rs: min 1, max 4, averageValue 400m - prop-backfill is intentionally unmanaged (queue-driven, not CPU-bound) The scale-up policy reacts in 30 s with up-to-2-pods or +100 % per window; scale-down stabilises over 10 min so the hourly propagation chain doesn't churn replicas right after the :05 cron. Removes `spec.replicas` from the HPA-managed Deployments so Flux's periodic reconcile stops fighting HPA's live scaling decisions. Drops `podAntiAffinity` from prop, prop-grid-rs, and hrrr-point-rs so HPA can actually reach its maxReplicas when one physical host has capacity for two pods; the scheduler picks whatever fits. Updates runbook + project memory to drop the `talos5` hostname — Postgres is now addressed strictly by IP (10.0.15.30).
128 lines
5.3 KiB
Markdown
128 lines
5.3 KiB
Markdown
# Propagation pipeline runbook
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The hourly propagation grid flows across two runtimes and a shared
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NFS volume. This doc names every failure mode at that seam and says
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how the system recovers.
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```
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prop-grid-rs (worker nodes) Postgres (10.0.15.30) prop pods (node1/2/3)
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├─ fetch GRIB2 (NOMADS) ├─ grid_tasks (SKIP LOCKED) ├─ ScoreCache (ETS)
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├─ decode ├─ LISTEN/NOTIFY channel ├─ NotifyListener
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├─ score 22 bands × 92k │ "propagation_ready" ├─ ScoreCacheReconciler (60s)
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├─ write /data/scores/.../.prop │ └─ PubSub → LiveView
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└─ NOTIFY propagation_ready ────┘
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```
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## Primary refresh path (happy case)
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1. Rust completes `{band, valid_time}` compute and writes the `.prop`
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file via atomic rename. (Readers also accept legacy `.ntms` files
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with `NTMS` magic during a rolling deploy.)
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2. Rust emits `NOTIFY propagation_ready '<iso valid_time>'`.
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3. `NotifyListener` on each Elixir pod receives it and calls
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`Propagation.warm_cache_and_broadcast/2` which reads the file once
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and PubSub-broadcasts the payload to every peer.
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4. Each pod's `ScoreCache` receives the message and writes into its
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local ETS table. `/map` clients are notified via the
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`"propagation:updated"` topic.
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Latency budget end-to-end: < 2s.
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## Failure modes
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### FM1 — NOTIFY dropped on reconnect
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**Symptom.** `{band, valid_time}` files land on disk but ScoreCache
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stays cold until the first lazy miss.
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**Why.** Postgres queues LISTEN notifications per-connection and
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discards any that are unread on disconnect. A DB restart, a network
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blip, or the Postgrex.Notifications connection hitting its idle
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timeout all drop whatever queued notifies were in flight.
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**Recovery.** `ScoreCacheReconciler` sweeps `/data/scores` every 60s
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per-pod and warms missing `{band, valid_time}` pairs from disk into
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local ETS. Each pod reconciles independently — no cluster messaging
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required.
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### FM2 — NotifyListener not running locally
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**Symptom.** One pod is cold while peers are warm. `/map` load time
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on that pod is ~150ms slower than average until the reconciler runs.
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**Why.** The listener isn't currently part of the supervision tree
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(see `lib/microwaveprop/application.ex`). When it is re-added, early
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startup or Postgrex.Notifications boot failure can leave it
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unsubscribed for several seconds while Rust writes land.
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**Recovery.** Same as FM1 — reconciler catches up within one tick.
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### FM3 — NFS stale read racing Rust write
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**Symptom.** `ScoresFile.read/2` returns `{:error, reason}` when
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the reader opens the file exactly between Rust's `rename(2)` of the
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`.tmp.<uniq>` file and the `fsync` landing on the NFS server.
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**Why.** The rename is atomic on the same NFSv4 filesystem, but the
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NFS client cache can briefly serve a stale directory listing or a
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no-longer-existing path.
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**Recovery.** Reconciler calls `ScoresFile.read/2` directly and
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pattern-matches `{:error, _} -> :error`, logging at debug and
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skipping the key. The next tick re-reads the file after NFS
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consistency settles. Lazy-miss path
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(`Propagation.scores_at_fetch/3`) has historically surfaced this as
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a LiveView error — the reconciler warms the cache before that miss
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happens.
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### FM4 — Cluster partition splits ScoreCache broadcast
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**Symptom.** Pods on one side of a cluster partition have up-to-date
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cache; pods on the other side don't, even though both can read NFS
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and Postgres.
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**Why.** `ScoreCache.broadcast_put/3` fans the payload out over
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PubSub. A libcluster partition stops the message reaching partitioned
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peers.
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**Recovery.** Each pod's reconciler reads from NFS directly, so it
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converges regardless of PubSub reachability. Partition does not
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cause divergent scores — only transient latency until the next
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sweep.
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### FM5 — Rust worker dead
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**Symptom.** `grid_tasks` rows with `status = 'queued'` accumulate;
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no new `.prop` files land; `/map` serves the last successful run's
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scores.
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**Why.** Deployment bug, Rust panic, OOM on a worker node, or
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disk-full on `/data`.
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**Recovery.** Manual. `kubectl -n prop logs deploy/prop-grid-rs` for
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cause. The Elixir side is read-only against the grid — it does not
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regenerate scores from within the BEAM since the extraction in
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`65693ed`. `lib/microwaveprop/workers/propagation_grid_worker.ex`
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still exists as a seed worker: the hourly cron fires it with empty
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args and it inserts 19 `grid_tasks` rows (f00 + f01..f18) for Rust
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to drain. All fetch/decode/score helpers moved to
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`rust/prop_grid_rs/src/pipeline.rs`; the Elixir module is retained
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only as the cron entry point, not as a fallback compute path.
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## Monitoring signals
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- `avg_over_time(beam_memory_total_bytes[1h])` on prop pods — steady
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climb above 1 GiB means the cache isn't pruning (see
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`ScoreCache.prune_older_than/1` in `NotifyListener`).
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- Reconciler log line `"ScoreCacheReconciler: warmed N"` — if N is
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consistently non-zero every minute, NOTIFY is dropping and
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NotifyListener wants investigation.
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- `grid_tasks` queue depth in Prometheus — should drain to 0 between
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hourly cron ticks.
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## Test coverage
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- `test/microwaveprop/propagation/score_cache_reconciler_test.exs`
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covers FM1 and FM3 (missing-file skip).
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- Partition recovery (FM4) is untested in CI — requires multi-node
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cluster and libcluster orchestration.
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