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426 commits

Author SHA1 Message Date
cd3950f366
feat(contacts): add free-form notes field
Operators want a place to jot observations that aren't captured by
the structured fields — weather anecdotes, propagation mode
commentary, equipment details, band conditions. Add a text column
on contacts plus the two ingest paths users submit through:

  * /submit single-contact form gets a 3-row textarea under the
    other fields. Optional, max 2000 chars, with a live length cap
    via maxlength. Whitespace-only input collapses to NULL so the
    column reflects "no notes" rather than an empty string.
  * CSV importer recognises a `notes` (or `note`) column via the
    existing header_aliases table and flows values straight through
    submission_changeset. Sample template gets a matching example
    row with embedded commas so the quoted-field round-trip is
    exercised on download.

ADIF import and the refinement/refinement-notify paths are out of
scope — users specifically asked for CSV + single-contact. Tests
cover the changeset (accept/blank/over-length), CSV header parsing
(plain + RFC-4180 quoted), and LiveView form submit end-to-end.
2026-04-23 11:02:27 -05:00
004f302374
fix(hrrr): mark contacts :unavailable on failed fetch tasks
When the Rust hrrr-point-worker marks a task as `failed` (upstream
`idx HTTP 404` or wgrib2 decode error on old archive formats), the
corresponding contacts sit at `hrrr_status = :queued` until the
generic 3-day stale-queued reconcile flips them. Speed that up: on
every BackfillEnqueue tick, join contacts to `hrrr_fetch_tasks` by
rounded HRRR hour and flip any `:queued` contact whose cycle is
permanently `failed` to `:unavailable` immediately.

Motivation: a handful of 2018-08-04/05 cycles (t20z/t21z/t15z/t17z)
are genuinely missing `wrfsfcf`/`wrfprsf` files on the NOAA S3
archive — other hours on the same dates are fine, so this is an
upstream data gap rather than a structural pre-2019 issue. Users
see an accurate "Partial" marker on those contacts instead of a
three-day `:queued` stall.

Tested: 4 new cases covering rounding, failed-vs-done, and the
`hrrr not in types` skip branch; full suite 2283/0.
2026-04-22 17:46:51 -05:00
024db2a5b4
perf(fleet): reduce IEM 429 storm and raise probe timeouts
Per-pod IEM rate limiter was 700ms (~1.4 req/sec); four pods put the
fleet at ~5.7 req/sec, above the observed 429 threshold. Retry storm
(Req exponential backoff up to 32s) piled concurrent sleeps on top of
live workers and tripped Bandit's acceptor + Oban's leader heartbeat.

- Raise default interval to 1500ms (~2.7 req/sec fleet).
- Hot pod /live timeout 3s → 5s (acceptor stalls under retry sleeps).
- prop-backfill exec probe period 30s → 120s, timeout 15s → 30s; the
  release CLI round-trips through distributed Erlang and 15s wasn't
  enough under load, restart-looping every ~10 min.
2026-04-22 16:50:58 -05:00
bfddb898bf
fix(backfill): stop clobbering :complete enrichment statuses
Three bugs were letting mechanism/terrain/radar contacts ping-pong
between :complete and :queued on every backfill cron:

1. enqueue_for_contact/2 now filters out types that are already
   :complete on the contact before building jobs. Previously
   mark_status!/3 demoted every non-empty jobs_by_type entry back to
   :queued, overwriting the :complete that workers had just set.
2. reconcile_stale_queued/1 now also flips mechanism_status and
   radar_status back to :complete when the companion data
   (propagation_mechanism / contact_common_volume_radar) already
   exists. Drains the existing ~14k row backlog on the first post-
   deploy tick.
3. IemClient.parse_iemre_json/1 accepts "" and nil so a 200-with-
   empty-body IEMRE response doesn't FunctionClauseError the worker
   through four retry attempts.
2026-04-22 13:54:05 -05:00
e8c252932a
fix(ionosphere): disable TLS verify for GIRO to unbreak ionosonde fetch
lgdc.uml.edu's TLS handshake doesn't include the InCommon RSA Server
CA 2 intermediate, and Erlang/OTP's chain decode trips on an ASN.1
table-constraint mismatch even when the intermediate is merged into
the trust store. The data is public, read-only, unauthenticated
ionosonde measurements, so verify_none is scoped to this one client
rather than let the pipeline stay dark.
2026-04-22 09:49:03 -05:00
c192d6fd9e
fix(propagation): bound ScoreCache to 18-hour forecast window
Hot pods were restart-looping every ~25 minutes on liveness probe
timeouts. Root cause: ScoreCacheReconciler mirrored every .prop file
from NFS into ETS, including 7 days of GEFS Day 2-7 forecasts. With
23 bands × 43 valid_times × ~2 MB per grid = 1.95 GB in the
propagation_score_cache table alone; GC sweeps starved the
scheduler enough that /live dropped its 3 s budget.

The /map UI only ever requests the [now-1h, now+18h] window. Share
that bound as Propagation.hot_cache_window/0 and apply it in the
reconciler's disk-scan path plus NotifyListener's post-warm prune.
Long-horizon GEFS files stay on disk and are still served via the
lazy read_from_disk_and_cache path when requested directly.

Adds ScoreCache.prune_outside_window/2 (inclusive bounds) and
updates the reconciler tests to use relative-to-now timestamps
since hardcoded fixture dates now drift out of window.
2026-04-22 08:34:45 -05:00
e688d8c244
perf(wire)+ts: pack scores as flat tuples, bump ProfilesFile gzip, tighten TS types
**Wire format — /map scores payload.** Every `update_scores` /
`preload_forecast` / `data-scores` embed previously shipped each
point as `{"lat":X,"lon":Y,"score":Z}`. At 95k cells in full CONUS
that's ~36 bytes/point × 95k = 3.4 MB of JSON, ~50% of it repeating
the three key names. Packing as `[lat, lon, score]` tuples drops
per-point overhead to ~19 bytes → ~1.8 MB on the wire, ~45% smaller.
New `Propagation.pack_scores/1` is used at every push_event +
initial_scores_json boundary; internal Elixir still uses the
`%{lat, lon, score}` map so no other callers change.

JS hook: `ScorePoint` becomes `[number, number, number]`, the
`renderScores` loop destructures to positional args. Regression
test in map_live_test updated to match the new shape.

**ProfilesFile compression.** Rust writer was at gzip level 6
(default). Files are write-once-per-forecast-hour but read by
every pod mount + point_detail click. Bumped to level 9 (best):
~30% slower encode (hidden by spawn_blocking — not on user path),
~5–10% smaller on semi-structured MessagePack bodies. No reader
changes needed — same gzip stream.

**TypeScript strictness.**
- `app.ts`: replace `({detail}: any)` on phx:live_reload:attached
  with a CustomEvent<Reloader> shape naming only the API we touch.
- `weather_map_hook.ts`: drop the `(this as any)._map` pair by
  declaring a `GridLayerWithMap = L.GridLayer & { _map: L.Map }`
  intersection on the overlay's createTile `this` parameter.
- `global.d.ts`: replace `liveSocket: any` / `liveReloader: any`
  with focused LiveSocketLike / LiveReloaderLike shapes that name
  only the devtools-visible API.

No more `any` in the codebase (verified via rg).
2026-04-21 17:45:06 -05:00
4d07f89260
perf(maps): debounce map_bounds repaint + parallelize point_forecast
Two wins that directly shrink /map and /weather latency under
interactive use:

**Debounce the moveend → repaint path (150ms).** Leaflet fires
`moveend` once per pan but 5–10× per second during a wheel-zoom.
Previously each one ran a full `scores_at` (or `weather_grid_at`)
read + a ~20–100KB websocket push. Now they coalesce into a single
trailing-edge flush via `schedule_bounds_update` (and the
/weather twin `schedule_weather_flush`) — the same pattern we
already use for forecast preload. 150ms is short enough that the
user doesn't perceive the pause; >90% of the burst disappears.

**Parallelize point_forecast across 4 tasks.** The sparkline that
pops up on point click was reading up to 18 `.prop` files
sequentially off NFS. Each read is cheap (pread one byte at
row*cols+col) but RTT-dominated. `Task.async_stream` with
max_concurrency=4, ordered=true brings 18-file wall time from
~50ms down to ~15ms on NFS without changing the public API.

No test changes: existing map_bounds test only asserts the bounds
assign lands, which the debounced path still does synchronously.
2026-04-21 17:34:32 -05:00
d3ca2e5791
fix(map): dedupe duplicated forecast-timeline chips + extract Mechanism helpers
The main /map timeline was rendering each forecast hour twice
('Now 22:00' + '0h 22:00', '+1h 23:00' + '+1h 23:00', …).

Root cause: during the rolling `.ntms` → `.prop` rename window,
both extensions live on NFS for the same valid_time. `list_score_files`
matches either, so `list_valid_times_raw` mapped 2 files → 2 DateTimes
with no dedupe. Propagation.available_valid_times inherited the dup,
push_timeline pushed it to the JS hook, renderTimeline drew one chip
per entry — hence the visible duplicate.

Fix: `Enum.uniq` before the sort. Regression test writes a `.prop`
file, copies it as the same valid_time's `.ntms` legacy twin, and
asserts list_valid_times returns a single DateTime.

Also land a small refactor that was queued behind this: move the three
pure mechanism display helpers (label/1, badge_class/1, explainer/1)
out of the 2500-line contact_live/show.ex into a new
MicrowavepropWeb.ContactLive.Mechanism module. No behavior change — just
shrinks the LiveView and gives the display mapping a testable home.
2026-04-21 17:21:11 -05:00
49d0594d28
refactor(format): consolidate number/bytes formatters + handle flaky IEM transports
StatusLive had a hand-rolled thousands-separator format_number/1 and a
binary-prefix format_bytes/1 — duplication that was already part of the
review punch-list. Move both to Microwaveprop.Format (which previously
held only distance_km) and delete the local defps. Fourteen call sites
switched to Format.number / Format.bytes.

Also extend the IEM error classifier to snooze on Req.TransportError
{:closed, :timeout, :econnrefused, :nxdomain}. Same rationale as the
429 snooze in batch 1: upstream TCP resets mid-fetch aren't a job
failure, they're transient — returning {:error, _} blows them up into
Oban.PerformError logspam with full stacktraces.
2026-04-21 17:09:41 -05:00
e9a38623d8
perf+hygiene: batch 1 of system-review fixes
Batched from a system-wide review pass.

**Rate-limit + transient-error log hygiene**
- WeatherFetchWorker: classify IEM HTTP 429 as {:snooze, 300} instead
  of {:error}. Stops Oban.PerformError stack-trace spam on every
  routine rate-limit during backfill, keeps the retry semantics.
- IonosphereFetchWorker: compress GIRO TLS :unknown_ca error from a
  ~400-char inspect blob to 'TLS unknown_ca (CA bundle missing)'.
- FreshnessMonitor: log only when an enqueue actually lands (the
  Oban unique conflict case was silently dropping jobs but still
  producing 'enqueuing grid worker' info lines every 5 minutes).

**Perf**
- Rust grid_level_keys(): pre-format 'TMP:{p} mb' / DPT / HGT keys
  once via OnceLock instead of format!()'ing per-cell. Removes ~3.6M
  String allocations per f01..f18 chain step across pipeline.rs,
  hrrr_points.rs. Same for the wgrib2 :(TMP|DPT|HGT): pattern in
  hrrr_points.process_batch (sfc_pattern / prs_pattern OnceLock).
- MapLive preload_forecast: Task.async_stream with max_concurrency=4
  replaces the 18-wide Enum.map serial walk. Forecast cache warms
  ~4× faster after a band change, with ordering preserved.
- grid_tasks: partial composite index on (run_time DESC,
  forecast_hour ASC) WHERE status='queued' AND kind='forecast',
  matching the Rust claim query's ORDER BY. Drops the old
  status-only partial that forced a sort per claim.

**Correctness**
- ContactImportWorker: add Oban unique:[keys: [:import_run_id,
  :offset]]. Was missing on a worker whose perform() does a
  non-idempotent atomic counter increment — a retry would double-
  count imported rows.
- CommonVolumeRadarWorker: x_min..x_max default step is -1 when
  x_min > x_max, triggering a runtime deprecation warning. Force
  Range.new(_, _, 1) explicitly.

**Cleanup**
- Drop unused tmp_dir parameter from hrrr_point_worker + its
  process_batch signature.
2026-04-21 17:06:07 -05:00
26ef50c965
fix(ingest): dedupe ASOS duplicates + shrink SWPC decode errors
Two unrelated production warnings from the same log window:

WeatherFetchWorker raised Postgrex 21000 cardinality_violation on
ASOS upserts when IEM returned two METAR records for the same
timestamp (routine + special at the same minute). Dedupe by
(station_id, observed_at) in upsert_surface_observations, keeping
the last occurrence since IEM's ordering is chronological.

SwpcClient.fetch_xrays warned with the full truncated response
body (~650 KB of GOES X-ray JSON) dumped into the log aggregator
whenever SWPC's CDN cut the response mid-stream. Intercept
Jason.DecodeError in fetch_and_parse and format it short: keep
the byte position and an 80-char preview, drop the rest.
2026-04-21 16:39:17 -05:00
0c98707091
feat: harden /map analysis breakdown + move Plausible to root layout
Two fixes cover the blank "analysis breakdown" panel the user reported:

1. Bound the point_detail fallback lookback to 24h. Previously
   factors_from_fallback_profile would happily use a week-old analysis
   profile when no current one existed — now anything older than 24h
   returns an empty factor map so the UI can surface "breakdown
   unavailable" instead of silently misattributing.

2. Move the Plausible analytics snippet from Layouts.app into
   root.html.heex. Full-bleed LiveViews (/map, /contacts/map,
   /weather, home) bypass Layouts.app, so the snippet only loaded on
   the navbar-wrapped pages. root.html.heex is loaded once per HTTP
   document so coverage is now universal.

Added ~30 tests locking both down:
  • point_detail fallback: exact-time wins, 24h boundary accepted,
    30h-stale rejected, multi-band coverage, missing-cell degrades to
    empty factors, default-valid_time path
  • analytics_test.exs: Plausible script present on 12 representative
    pages, exactly once, loaded async, surviving a login round-trip

Also fixed pre-existing credo issues per standing rule: shortened the
map_live_test ETS match_delete call, extracted a function from the
deeply-nested hrrr_point_enqueuer.enqueue_for_contacts/1 cond, and
swapped Mix.Tasks.Rust.Golden's IO.inspect for Mix.shell().info.
2026-04-21 15:56:30 -05:00
410a1374fe
refactor(scores): rename file extension .ntms -> .prop with legacy reads
Score-grid files now land at `<band>/<iso>.prop` with a 4-byte "PROP"
magic header. Readers still accept the legacy `.ntms` extension and
"NTMS" magic so a rolling deploy doesn't invalidate any file already
on the shared NFS mount — legacy files age out through normal
retention.

Applied both sides of the seam: Elixir ScoresFile + regex parsers,
Rust scores_file writer + decoder. Updated the comments in all
modules that mention the extension (NotifyListener, Reconciler,
gefs_fetch_worker, map_live) and the runbook diagram. talos5 is a
DB host now, not a Rust worker — corrected the runbook accordingly.
2026-04-21 15:54:12 -05:00
084e6b6224
refactor(db): use explicit on_conflict set clauses over :replace_all_except
Convert every context/worker upsert that used the catch-all
`:replace_all_except` form to the explicit `{:replace, [:col1, ...]}`
form. Reviewers can now see exactly which columns an upsert overwrites,
and adding a new column to a schema no longer silently opts it into the
update path.

Behaviour is preserved bit-for-bit: each new explicit list contains
every column the old `:replace_all_except` would have overwritten.

Touched:
- Microwaveprop.SpaceWeather (Kp / F10.7 / X-ray shared helper)
- Microwaveprop.Ionosphere (observation upsert)
- NexradWorker, HrrrNativeGridWorker (insert_all grids)
- CommonVolumeRadarWorker, RadarFrameWorker (per-contact stats)

Also pins the conflict behaviour for the ContactCommonVolumeRadar
upsert path in RadarFrameWorkerTest so a future column addition that
isn't reflected in the explicit list fails loudly.
2026-04-21 14:22:15 -05:00
15ce50365f
perf(concurrency): partition Task.Supervisor to remove bottleneck on heavy async_stream paths
Wrap a Task.Supervisor in a PartitionSupervisor (one partition per
scheduler) and route the four sustained async_stream callers through
`{:via, PartitionSupervisor, {Microwaveprop.TaskSupervisor, self()}}`.
Concurrent work — the hourly PropagationGridWorker pulling f00-f18
HRRR range downloads, the GEFS worker scoring its grid, and the
Recalibrator's 20-way positive/negative fan-out — no longer funnels
through a single supervisor PID.

Light/one-shot Task.async + Task.start sites (hrrr_client surface/
pressure fan-out, application boot warmup, weather fire-and-forget)
are left alone; partitioning only helps under sustained concurrency.
2026-04-21 14:20:29 -05:00
f446977048
feat(observability): attach Oban exception telemetry tap
PromEx.Plugins.Oban counts job exceptions as a Prometheus counter but
does not tell us which worker/queue failed, whether the job is about to
be retried, or the exception class. This adds a telemetry handler on
[:oban, :job, :exception] that:

- emits a single structured Logger.error with worker, queue, job_id,
  attempt, max_attempts, retry_exhausted?, kind, reason class, and
  args-keys summary (never values — args can contain PII/tokens);
- dispatches opt-in per-worker recovery callbacks
  (on_permanent_failure/1 when retries exhausted,
  on_transient_failure/1 otherwise);
- catches callback failures so a bug in one worker's recovery path
  cannot detach the handler or break logging for other jobs;
- does not emit a second telemetry event, so PromEx counts are not
  double-counted.

Handler is attached from Application.start/2 after the Oban supervisor
starts.
2026-04-21 14:13:53 -05:00
0d4b24d6d4
fix(workers): unique dedup on polling workers so queued dups don't stack 2026-04-21 14:12:43 -05:00
1591ac740d
feat(cache): jitter ScoreCacheReconciler sweep interval to avoid thundering herd
Every pod was rescheduling its sweep on a fixed 60 s `Process.send_after`
tick, so N replicas hit the shared NFS `/data/scores` mount and Postgres
in lock-step every minute. Add a uniform jitter of up to 20 s on top of
the 60 s base (effective range 60-80 s) so per-replica schedules drift
apart.

Expose `next_sweep_interval/0,2` as a public helper so the randomized
window can be tested deterministically with `:rand` draws rather than
mocking timers. Existing reschedule test passes `jitter_max_ms: 0` to
keep its 2 s wait window honest.
2026-04-21 14:12:31 -05:00
71e8f53142
fix: stabilize flaky tests + silence PromEx Oban poller in test
- HrrrClient idx-cache test only invalidated the surface idx URL, but
  fetch_profile also fetches a pressure idx. Previous runs' state for
  the pressure key decided whether the counter landed at 1 (prior run
  cached it, pass) or 2 (cold, fail). Invalidate both + assert 2 total
  fetches to reflect the actual code path.
- CsvImportTest deadlocked against other async DataCase tests when
  inline Oban child jobs upserted iemre_observations/terrain_profiles
  with a shared conflict target. Flip to async: false — same fix as
  ContactWeatherEnqueueWorkerTest earlier this session.
- PromEx.Plugins.Oban runs a 5s telemetry_poller that queries the DB,
  but its poller PID has no sandbox connection in test and crashed
  with DBConnection.OwnershipError on every tick, spamming the log.
  Gate the plugin on a config flag and skip it in config/test.exs;
  prod behaviour unchanged.
2026-04-21 13:49:07 -05:00
7a7b30f7bf
chore(specs): add @spec to public API in accounts/release/backtest 2026-04-21 13:32:42 -05:00
b7261e772c
feat(observability): emit telemetry for NotifyListener warm + GridCache hit/miss
Band-warm failures in the Rust propagation_ready pipeline were only
surfaced via Logger.warning, so Prometheus had no way to see them.
The /weather GridCache hit/miss was likewise invisible while its
/map counterpart (ScoreCache) already reported cache ratio.

- NotifyListener emits [:microwaveprop, :propagation, :notify_listener, :warm]
  with %{ok, err} measurements and %{valid_time} metadata after every
  propagation_ready notification. Public handle_propagation_ready/1 so
  tests can exercise the warm+telemetry path without Postgrex.
- GridCache.fetch/1, fetch_bounds/2, and fetch_point/3 emit
  [:microwaveprop, :weather, :grid_cache, :lookup] with a :hit | :miss
  metadata key on every ETS lookup.
2026-04-21 13:30:26 -05:00
ccf6779fb1
feat(observability): instrument PropagationGridWorker with Instrument.span
Wraps the hourly grid_tasks seed with
[:microwaveprop, :propagation, :grid_worker, :perform] so Prometheus
can see duration, success, and failure for the chain-seed cron.
Emits a :seeded event with the queued_tasks count and an :exception
event on GridTaskEnqueuer failure so silent seed errors show up in
the existing PromEx dashboards instead of dying as a lone Logger.info.
2026-04-21 13:29:09 -05:00
b874020a87
fix(cache): add periodic TTL sweeper to bound ETS growth 2026-04-21 13:19:53 -05:00
5255a6ba63
perf(weather): batch ASOS observation upserts into a single insert_all
IemClient.fetch_asos returns 24-288 rows per station per call, each
previously triggering an individual UPDATE-conflict round-trip via
Weather.upsert_surface_observation/2. On the Turing Pi 2 Postgres
node that per-row latency dominates ingestion time.

Add Weather.upsert_surface_observations/2, a bulk variant that collapses
the rows into a single Repo.insert_all with the same
update-only-when-changed on_conflict predicate and (station_id,
observed_at) conflict target. Switch WeatherFetchWorker to use it.
2026-04-21 13:19:53 -05:00
8e73583926
feat(workers): add GridCachePruneWorker
The Microwaveprop.Weather.GridCache ETS table grew unbounded — each
hourly PropagationGridWorker run plus peer broadcast_put added ~92k
points per forecast hour, so long-lived pods were strong OOM
candidates. GridCache already exposed prune_older_than/1 but nothing
called it.

Adds an Oban worker on the :propagation queue (lower priority than
the grid chain) that prunes entries older than 3 hours. Scheduled
hourly at :15 in dev, prod, and the base crontab.
2026-04-21 13:19:52 -05:00
7ab426c01d
fix(workers): propagate transient errors so Oban retries + counters fire
CommonVolumeRadarWorker and MechanismClassifyWorker were both
returning :ok on upstream failures, so Prometheus job-failure counters
stayed at zero during multi-hour NEXRAD outages and classifier bugs
went unnoticed.

- CommonVolumeRadarWorker: distinguish permanent (4xx) from transient
  errors using the same pattern as RadarFrameWorker. Permanent errors
  still mark :unavailable + :ok so the backfill stops re-queueing them.
  Transient errors return {:error, reason} and leave radar_status alone
  so the next retry can succeed.
- MechanismClassifyWorker: keep the row-status :failed update so
  operators can see which contacts blew up, but return
  {:error, inspect(e)} from the rescue instead of swallowing it as :ok.
2026-04-21 13:15:27 -05:00
1400c38f44
fix(dialyzer): actually fix LiveTable warnings instead of hiding them
Rework of d61fbd3's dialyzer suppression: the 4 warnings from
LiveTable.LiveResource's macro expansion are now fixed at the
root rather than hidden via .dialyzer_ignore.exs.

Changes:

- Delete .dialyzer_ignore.exs and remove ignore_warnings from
  mix.exs. No more hidden suppressions.

- New MicrowavepropWeb.LiveTableResource shim that wraps
  use LiveTable.LiveResource and overrides:
  * maybe_subscribe/1 — explicit :ok = on Phoenix.PubSub.subscribe/2
    (previously discarded, tripping :unmatched_return).
  * handle_info/2 — explicit _ = on File.rm, Process.send_after.
  Switch all 4 LiveTable-using LiveViews (contact_live/index,
  beacon_live/index, admin/contact_edit_live, user_management_live/index)
  to use MicrowavepropWeb.LiveTableResource instead.

- New priv/dep_patches/live_table-0.4.1.patch adds _ = in front of
  LiveTable.LiveSelectHelpers.restore_live_select_from_params/2 in
  the dep's macro-expanded handle_params/3. The call's return was
  silently discarded, tripping the fourth warning per LiveView.

- New lib/mix/tasks/deps.patch.ex applies every
  priv/dep_patches/*.patch to its target dep idempotently after
  mix deps.get. Wired into the :setup alias + overridden
  mix deps.get so the patch survives cache regeneration in CI.

- Other modified files in this commit are the spec-coverage
  additions from the parallel agent pass (beacons.ex,
  commercial.ex, propagation.ex, weather.ex, narr_client.ex,
  run_timing.ex, 3 workers) — tighter specs for bounds, tuple
  shapes, schema-typed params. Dialyzer remains at 0 after
  the changes.

Upstream TODO: send a PR for the live_table `_ =` fix. Once
merged and released, drop the patch + mix task + bump the dep.

mix dialyzer --format short | grep ^lib/ | wc -l -> 0
mix test: 2165 tests, 2 pre-existing flakes (MapLive timestamp +
PropagationPrune ScoresFile), 0 regressions.
2026-04-21 12:58:10 -05:00
38ef716a7c
fix(logging): suppress /metrics logs and harden scorer hot path
- endpoint.ex log_level/1 now filters by conn.request_path instead of
  conn.path_info. Plug.Router.forward/2 (deps/plug/lib/plug.ex:170)
  rewrites path_info to the unmatched remainder and extends script_name
  with the matched prefix before dispatching to the forwarded plug.
  /metrics is routed via forward "/metrics", MetricsPlug; by the time
  Plug.Telemetry's before_send callback fires inside MetricsPlug.call/2
  the conn it observes has path_info: [] and script_name: ["metrics"],
  so the old log_level(%{path_info: ["metrics" | _]}) clause never
  matched and the default :info level fired. request_path is set by
  the adapter at entry and is never rewritten, making it the correct
  discriminator. New regression test in metrics_log_suppression_test.exs
  captures both the direct shape and the integration path via Plug.Test.

- Scorer.dbz_to_rain_rate_mmhr/1 now uses a compile-time @mp_inv_b
  constant (1 / 1.6) instead of dividing on every rain pixel.
  composite_score/2's band-invariant fallback switched from four
  separate  short-circuits (which silently
  mixed cached and freshly-computed values if only some keys were
  passed) to a single Map.has_key?/2 branch that honors the "all or
  none" contract. Dropped unused band_invariant_tod/1 helper.

- Propagation.replace_scores span scope tightened: the
  Instrument.span([:db, :replace_scores]) now wraps only the per-band
  ScoresFile.write! loop, not the upstream Enum.group_by grouping
  phase. The span name + metadata stay unchanged so Grafana panels
  keep working, but the fixed telemetry dispatch cost (~100µs x 2)
  is no longer paid for trivially small result sets.

- Added @type t :: %__MODULE__{...} to Accounts.UserToken and
  Weather.HrrrClimatology — the last two schemas that lacked one.
  Elixir 1.19's set-theoretic inference benefits from every struct
  having an explicit t/0 so callers can flow through tightly.

mix dialyzer --format short | grep ^lib/ | wc -l -> 0
mix test: 2165 tests, 3 pre-existing flakes, 0 new regressions.
2026-04-21 10:44:25 -05:00
d61fbd346e
fix(dialyzer): clear 125+ warnings under strict flags
Enabled :error_handling, :unknown, :unmatched_returns, :extra_return,
:missing_return in an earlier commit and landed a 129-warning baseline.
Four parallel agents each fixed a directory slice:

- Core contexts (29): Radio, Release, Weather, Beacons, Cache,
  Backtest.Features, Terrain.Srtm, Ionosphere.GiroClient,
  Propagation.RunTiming, Accounts.Scope, RepoListener. Fixes were
  (a) prefix side-effect calls (Task.start, Phoenix.PubSub,
  Logger, :ets.new) with _ = ; (b) tighten/widen specs that didn't
  match actual returns; (c) add missing @type t declarations;
  (d) drop dead parse_int(nil) clause.

- Propagation + weather subdirs (15): FreshnessMonitor, NotifyListener,
  ScoreCache, ScoreCacheReconciler, Weather.FrontalAnalysis,
  Weather.Grib2.Extractor, Weather.Grib2.Wgrib2, GridCache,
  HrrrPointEnqueuer, NexradCache. Same patterns — mostly _ = on
  PubSub / :ets / Repo.insert_all; widened two specs (float ->
  number) where integer returns were reachable.

- Workers (35): BackfillEnqueue, CanadianSoundingFetch,
  ContactImport, ContactWeatherEnqueue, GefsFetch, IemreFetch,
  NarrFetch, SolarIndex, TerrainProfile, WeatherFetch. Prefixed
  Repo.update_all / Radio.set_enrichment_status! / Weather.upsert_*
  side-effect calls. Fixed one :pattern_match in
  CanadianSoundingFetch.most_recent_sounding_time/1 where a
  tautological cond guard generated unreachable code.

- Web + Mix tasks + lib_ml (46 of 50): controllers, LiveViews,
  UserAuth, and 11 mix tasks. Same prefix strategy. 4 remaining
  warnings originate in LiveTable.LiveResource dep macro expansion
  and can't be fixed without forking the dep — added .dialyzer_ignore.exs
  to suppress just those specific file:line pairs.

Also wired ignore_warnings in mix.exs dialyzer config.

mix dialyzer --format short | grep ^lib/ | wc -l -> 0
mix test: 2163 tests, 3 pre-existing flakes, 0 regressions.
2026-04-21 10:30:06 -05:00
733a7f5bf1
fix(review): address code-reviewer findings
Fixes flagged by the code-reviewer agent's pass over the session's
commits (cc9220b..7b78a25):

- Propagation.warm_cache_and_broadcast/2 now uses ScoresFile.read/2
  directly and returns {:ok, :ok} | {:error, :enoent | :invalid_format}.
  Previously it called ScoresFile.read_bounds/3 which silently returns
  [] on missing/corrupt files, poisoning ScoreCache with an empty grid
  that the reconciler couldn't heal.
- NotifyListener.warm_band/2 and ScoreCacheReconciler.warm_one/2 now
  pattern-match {:error, reason} and skip (log, return :error) instead
  of caching empty. rescue clauses kept as defense-in-depth for
  unexpected faults in PubSub.broadcast / ETS writes.
- ScoresFile.extract_points/2 promoted to @doc public — callers that
  need to distinguish missing file from empty grid can feed read/2
  payloads here themselves.
- Weather.build_grid_cache_row/4: replaced || fallbacks with prefer/3
  helper (Map.fetch) so a legitimate persisted ducting_detected: false
  is not clobbered by a derived-from-sounding true.
- Weather.hrrr_data_fully_present?/1 @spec tightened from map() to
  Contact.t() | field-constrained map, plus is_nil(qso_timestamp)
  guard so callers with partial contacts get a clean false rather
  than a HrrrClient.nearest_hrrr_hour/1 crash.
- AdminTaskWorker.native_derive bulk-UPDATE: chunk reduced 2000 → 500
  and wrapped in try/rescue with per-row fallback on Postgrex errors
  so a single bad row doesn't kill the remaining 1999 in its chunk.
- Runbook FM3 rewritten to match the actual code path (no rescue;
  explicit {:error, _} pattern match). FM5 clarifies the surviving
  PropagationGridWorker is a cron-fired seed worker, not a fallback
  compute path.
- Dialyzer: strict flags added (:error_handling, :unknown,
  :unmatched_returns, :extra_return, :missing_return). Baseline
  emitted 130 warnings, mostly discarded Task.start/PubSub/Logger
  returns; a follow-up will tighten those and backfill @specs.

New tests:
- ScoreCacheReconciler GenServer lifecycle: run_on_start true/false,
  interval_ms rescheduling, info-level log line.
- Weather.hrrr_data_fully_present?/1: nil qso_timestamp returns false.
- Weather.build_grid_cache_rows/2: explicit ducting_detected: false
  on profile beats derived true from sounding params.
- RadarFrameWorker: pins the NexradClient "NEXRAD n0q HTTP <code>"
  error string contract so permanent_error?/1 classification doesn't
  silently regress if the client's error format changes.
2026-04-21 10:09:46 -05:00
7b78a2574c
fix(workers): 3 bug/perf fixes from codebase review
1. GridCache: auto-release fill lock when the claimer process crashes.
   claim_fill/1 + release_fill/1 go through the GenServer so the
   server can Process.monitor the caller and clean up the ETS entry
   on :DOWN. Clear/0 now resets both the data table and the lock
   table. Fixes a latent bug where a crashed fill leaked the lock
   indefinitely, preventing every subsequent /weather mount for that
   valid_time from claiming and leaving cache cold.

2. RadarFrameWorker: distinguish permanent vs transient fetch errors.
   404 from the IEM n0q archive is permanent (file will never exist)
   and marks contacts :unavailable as before. Any other error shape
   (5xx, timeout, transport failure) now returns {:error, reason}
   so Oban retries — previously those also pinned contacts at
   :unavailable after a transient outage.

3. AdminTaskWorker.native_derive: replace per-row Repo.update_all
   (N round-trips + N fsyncs) with one UPDATE ... FROM unnest(...)
   per 2000-row batch. For the 10k-profile budget this is one
   network round trip per chunk instead of 10k, and one fsync per
   chunk instead of 10k. Restructured the clause to separate
   derivation (pure) from persistence (I/O).

All three changes are test-covered (grid_cache_test auto-release
test, radar_frame_worker_test 5xx + transport tests, existing
admin_task_worker_test native_derive coverage exercises the new
bulk path). Also drops the scorer_diff no-op test that was
verifying the clause removed in 61da51c.
2026-04-21 09:53:13 -05:00
71c134d93b
chore(cleanup): drop dead scorer_diff + DB grid fallback; harden NotifyListener
- AdminTaskWorker: remove scorer_diff no-op clause (propagation_scores table
  was dropped pre-cutover; queue is drained).
- Weather: remove load_weather_grid_from_db/1 fallback — Rust writes
  ProfilesFile for every forecast hour, so the DB path was unreachable
  in practice and loaded stale pre-cutover data when it fired.
- Weather.build_grid_cache_row/4 now prefers persisted fields from the
  ProfilesFile profile map (surface_refractivity, min_refractivity_gradient,
  ducting_detected, duct_characteristics) over re-deriving from the raw
  profile, matching the old DB-path semantics.
- NotifyListener: wrap per-band warm in try/rescue so one corrupt or
  mid-rename .ntms file doesn't abort the remaining bands. Failures log
  a warning with band + valid_time; successes still emit one info line.
- weather_grid_test: rewrite insert_hrrr_profile helper to write
  ProfilesFile directly and drop the "only returns points on 0.125 grid"
  test (filter was a property of the deleted DB fallback; Rust writes
  only grid points by construction).
2026-04-21 09:42:35 -05:00
f4f44b5ebe
refactor(contacts): rename propagation_mechanism_status -> mechanism_status
Column name now matches the type key used everywhere else:
  :hrrr -> hrrr_status, :weather -> weather_status,
  :terrain -> terrain_status, :mechanism -> mechanism_status

Drops the @status_column_overrides remap in BackfillEnqueueWorker
(status_column/1 is now a straight :"#{type}_status" derivation) and
the long-form references in Contact, ContactWeatherEnqueueWorker,
and MechanismClassifyWorker. Migration is a metadata-only RENAME
COLUMN + RENAME INDEX — safe to land in prod (no table rewrite,
brief catalog lock only).
2026-04-21 09:28:37 -05:00
33be6d008f
feat(propagation): add ScoreCacheReconciler + pipeline runbook
Periodic 60s sweep re-warms ScoreCache from /data/scores whenever
{band, valid_time} pairs are on disk but absent in local ETS.
Covers the three silent-fail modes of the NOTIFY/LISTEN path:
dropped notifies on reconnect, missing listener, and stale NFS
reads. Each pod reconciles its own cache — no PubSub fan-out,
no coordination required. Rescue on File.Error handles the
rare window where an atomic-rename write races the reader.

docs/runbook_propagation_pipeline.md names every failure mode
in the Rust↔Elixir seam and what recovers it.
2026-04-21 09:24:16 -05:00
baab3c09f5
refactor(weather): move hrrr_data_fully_present? from enqueuer to Weather
Pure domain check — "does this contact already have HRRR profiles at
every path point for its QSO hour" — has no business living in an
Oban worker. Weather already owns has_hrrr_profile?/3 and
round_to_hrrr_grid/2, so consolidation keeps HRRR knowledge in one
context and leaves ContactWeatherEnqueueWorker focused on job
coordination.
2026-04-21 09:20:42 -05:00
a81e55e348
refactor(propagation): drop ShadowComparator (Phase 1 only)
Phase 2 cutover completed in 65693ed — Rust prop-grid-rs owns
f01-f18 production writes and the shadow path has been dead
for weeks. No callers in lib/, test/, or mix tasks.
2026-04-21 09:20:42 -05:00
cc9220b8d2
fix(backfill): flip hrrr_status :queued -> :complete when data already present
hrrr_placeholder_jobs previously returned [contact.id] for any
post-2014 contact with pos1, regardless of whether the HRRR
profiles were already in the DB. That meant BackfillEnqueueWorker
re-flagged the same ~22k contacts as :queued on every 30 min
cron tick forever — HrrrPointEnqueuer saw 0 missing points and
inserted nothing, but the status field never advanced.

Now the placeholder also returns [] when every path point has
an hrrr_profile row, so mark_hrrr_status!/3's empty-list branch
flips the contact to :complete directly. Genuinely-missing
contacts still flow through HrrrPointEnqueuer unchanged.
2026-04-21 08:19:52 -05:00
aebf3911ce
perf(map): debounce preload_forecast + single-pass score filter
Two wins in the /map hot path.

1. preload_forecast fired on every Leaflet moveend — which arrives in
   bursts during pan/zoom — and each firing read + filtered + shipped
   18 forecast-hour score lists (up to 90k cells per hour at full
   CONUS view) over the LiveView websocket. Now debounced to the
   trailing edge: the user must stop moving for 750 ms before we pay
   the preload cost. select_band and propagation_updated go through
   the same scheduler so a storm of PubSub updates during an hourly
   chain also coalesces.

2. ScoreCache.grid_to_filtered_list walked the 92k-cell grid twice
   (Enum.filter then Enum.map) and allocated an intermediate tuple
   list between them. Enum.reduce emits only in-bounds result maps
   directly — halves map traversal + drops the tuple intermediate.
2026-04-20 16:51:52 -05:00
e641fce278
fix(backfill): re-probe :unavailable contacts after a 24 h cooldown
The Contact list's 'Partial' badge was sticky: once a worker gave up on
a contact (upstream 404, no nearby station, IEM throttling) or the
stale-queued reconciler flipped it to :unavailable after 3 days, the
backfill cron never looked at it again. Upstream archives heal over
time — IEM backfills gaps, new ASOS stations come online, Rust worker
gains capability — so rows stayed 'Partial' that shouldn't have.

Changes:

* BackfillEnqueueWorker.type_filter now also matches <status>_status =
  :unavailable when contacts.updated_at is older than a 24 h cooldown.
  enqueue_for_contact is idempotent: if there's still nothing to
  fetch it'll flip the status to :complete on the empty-jobs branch;
  if new data shows up it builds fresh jobs.
* reconcile_stale_queued_to_unavailable now bumps updated_at when
  flipping to :unavailable so the cooldown starts fresh — otherwise
  the main loop would pick it right back up on the same cron tick
  (stale updated_at < any reasonable cooldown) and immediately
  transition :unavailable → :complete, defeating the :unavailable
  signal entirely.

Also:

* Drop ScoresFile.point_score/3, dead since read_point moved to the
  pread fast path in commit bd3b114.
* Clear Microwaveprop.Cache in WeatherGridTest setup. The new
  ProfilesFile read cache is keyed by (base_dir, valid_time); tests
  in this file reuse DateTime.utc_now() truncated to seconds and
  share the default base_dir, so a prior test's cached read leaks
  into the next one's expectations.
2026-04-20 16:46:32 -05:00
bd3b1148a4
perf(map): collapse point_detail/forecast NFS I/O + silence /metrics logs
Clicks on the map were hanging for 1-3s, triggering the Phoenix topbar
progress bar visible to the user. Three hot-path improvements:

1. ScoresFile.read_point now uses a two-range :file.pread/2 — reads the
   33-byte header + one cell byte (~60 bytes) instead of the full ~93 KB
   file. point_forecast walks 19 forecast hours per click, so the old
   full-read path was the dominant cost on cold cache.

2. ProfilesFile.read/1 and list_valid_times/0 cached via
   Microwaveprop.Cache (5s TTL). Decoded profile maps are ~10 MB each
   (92k cells); timeline scrub that re-clicks the same valid_time
   within seconds now hits ETS instead of re-gunzipping + decoding.
   Cache keys include base_dir so test setup that swaps dirs doesn't
   see stale entries. Writes + prune + retain_window invalidate.

3. Endpoint log_level now filters /metrics the same way it already
   filters /health — Prometheus scrapes every 5s and was producing
   visible log spam.

Pod-local ETS is right for this workload (per-click read, tiny working
set); Valkey / shared memstore would not help here since each pod needs
its own fast-path lookup. File a follow-up if cross-pod score lookups
ever show up in flame graphs.
2026-04-20 16:30:16 -05:00
9bf96349ad
perf(telemetry): cut hot-path overhead on scores_at cache hits
Three small wins from a telemetry audit:

1. Propagation.scores_at/3 wrapped every call in Instrument.span, firing
   two handler dispatches that dominated the ~10µs ETS lookup on cache
   hits. The map's LiveView fires this on every pan + point-click, so
   hot-path latency was mostly telemetry. Span now wraps only the miss
   branch (where disk IO makes the duration signal meaningful); hit path
   still emits the cheap hit/miss counter the cache-ratio panel reads.

2. Oban queue-depth poller: 10s → 30s. Every replica independently
   GROUP-BYs oban_jobs, so each extra replica paid ~3 redundant queries
   per minute for a gauge that moves on the hour-scale anyway.

3. Dropped summary(phoenix.endpoint.start.system_time): summarizing a
   wall-clock timestamp produces no useful aggregate — stop.duration
   below it is the meaningful signal.
2026-04-20 16:12:01 -05:00
9950aa11c2
fix(backfill): mark path enrichments :unavailable when pos2 is missing
Contacts lacking pos2 had terrain/radar/mechanism stuck on :pending, so
BackfillEnqueueWorker re-scanned them every cron cycle. Mark these
statuses :unavailable so the enqueue filter excludes them; a later pos2
edit resets them back to :pending via Radio.reset_enrichment_statuses/2.
2026-04-20 15:02:33 -05:00
ddedd241de
fix(radar): dedupe RadarFrameWorker jobs by frame_ts
BackfillEnqueueWorker re-enqueued every :queued contact each cycle, and
RadarFrameWorker had no unique clause, so the same 5-min NEXRAD frame
got scheduled repeatedly with overlapping contact lists. Prod had 9,134
duplicate available jobs across 1,061 distinct frames — 89% waste.

Two coupled changes so contacts aren't stranded by the dedup:

  1. Worker now queries eligible contacts by the frame's 5-min bucket
     instead of the args' contact_ids list. A contact that flips to
     :queued between the enqueue and the job running gets picked up.

  2. unique: [frame_ts] on states [available, scheduled, retryable].
     :executing intentionally excluded — a contact that flips to :queued
     mid-execution can still enqueue a follow-up instead of getting
     stuck behind a running job that missed it.
2026-04-20 14:21:55 -05:00
608fd32e5e
fix(prune): widen profile/score file cutoff from 2h to 3h
HRRR publishes ~2h after the cycle hour, so the hourly seeder uses
run_time = now - 2h. That puts the f00 analysis file's valid_time
right at the 2h prune cutoff — the file was being deleted within
minutes of the Rust analysis step writing it, leaving /weather and
/map point-detail with no data.

A 3h cutoff keeps the current analysis alive until the next hourly
run supersedes it; forecast files (valid_time >> cutoff) are
unaffected.
2026-04-20 13:52:48 -05:00
1a1ba460e4
fix(otel): drop opentelemetry_ecto + disable OTLP on Elixir pods
Ecto auto-instrumentation created one span per query, so Oban jobs
running thousands of DB ops produced traces with 8k+ child spans.
Tempo's compactor couldn't ingest them — it stalled long enough to
miss heartbeats, got auto-forgotten from the ring, and crash-looped.
The Elixir grpcbox exporter then blew up trying to reconnect.

Stops the cascade: OTLP endpoint removed from prop and prop-backfill
Deployments, opentelemetry_ecto removed from deps, Phoenix/Oban/Bandit
auto-instrumentation retained. Rust workers still export to Tempo.
2026-04-20 13:41:01 -05:00
b6b5945002
feat(radar): batch per NEXRAD frame instead of per contact
CommonVolumeRadarWorker was enqueuing one job per contact — every
job fetched + decoded the ~5 MB n0q PNG for its own 5-min frame.
At current backlog depth that's 17,588 contacts across just 1,747
distinct 5-min frames, i.e. ~10 contacts per frame paying for the
same PNG decode over and over.

New RadarFrameWorker takes a batch of contact_ids sharing one frame,
fetches + decodes the frame ONCE, then walks the in-memory pixel
buffer per contact. build_radar_jobs/1 in ContactWeatherEnqueueWorker
now groups the input contacts by their rounded 5-min timestamp and
emits one RadarFrameWorker job per frame instead of one
CommonVolumeRadarWorker per contact.

process_frame/4 is public so the same code path is used both by
perform/1 (production fetch) and tests (pre-decoded pixel buffer);
keeps the happy-path test hermetic without hand-crafting a PNG.

CommonVolumeRadarWorker stays in the tree — still used from the
single-contact submit path where batching is pointless and the
aggregate_stats/5 pure helper is a dependency of the new batched
worker.

Expected impact on the backfill: ~10x fewer fetch + decode cycles,
so the 17k queued-contact backlog drains in minutes instead of ~50.
2026-04-20 12:12:52 -05:00
55251df8a0
feat(elixir): OpenTelemetry trace export to cluster OTel Collector
Adds the OTel deps (opentelemetry + exporter + phoenix / ecto / oban /
bandit auto-instrumentation helpers) and attaches them in
Application.start/2 so the existing Phoenix, Ecto, Oban, and Bandit
telemetry events flow as OTLP spans without any call-site changes.

Exporter config is gated on OTEL_EXPORTER_OTLP_ENDPOINT in
config/runtime.exs — set in the k8s manifests to the cluster
collector (otel-collector.observability.svc.cluster.local:4317).
When unset we switch traces_exporter to :none so nothing is shipped;
dev/test stays quiet.

Resource attributes tag spans with service.name=microwaveprop and
service.namespace=prop, matching the Rust workers' attribute shape
so Tempo can group the full hourly chain across both languages.

Both the main prop deployment and the backfill deployment get the
env; backfill is still a full BEAM node running enrichment workers,
so its Oban/Ecto spans are worth seeing too.
2026-04-20 12:02:15 -05:00
7416583c27
feat(hrrr): route per-QSO enrichment through hrrr_fetch_tasks (Stream C Elixir)
Phase 3 Stream C Elixir-side: HrrrFetchWorker is deleted; per-QSO HRRR
enrichment now writes to the new hrrr_fetch_tasks table for the Rust
hrrr-point-worker to drain.

Table shape:
- one row per valid_time (primary key) with a JSONB array of
  {lat, lon} points
- UPSERT on conflict: array-union of points, status flips back to
  queued if previously done/failed so a backfill re-scan naturally
  refills the queue for Rust

Elixir changes:
- new migration 20260419231502_create_hrrr_fetch_tasks
- new Microwaveprop.Weather.HrrrPointEnqueuer with enqueue/1 and
  enqueue_for_contacts/1. Pre-2014 contacts (NARR's territory)
  are skipped here so hrrr_status can pin them to :unavailable.
- ContactWeatherEnqueueWorker: build_hrrr_jobs/1 removed; single-
  contact path and batch perform/1 both route through
  HrrrPointEnqueuer.enqueue_for_contacts/1. A placeholder jobs-list
  is kept just to feed mark_hrrr_status!.
- contact_live/show.ex retry button enqueues via the same path.
- :hrrr queue removed from dev/config/runtime.exs
- HrrrFetchWorker module + test deleted

BackfillEnqueueWorker scans continue to flow through
ContactWeatherEnqueueWorker.enqueue_for_contact (unchanged), so the
30-min reconcile refills hrrr_fetch_tasks automatically.

4 new tests cover the routing, pre-2014 skip, UPSERT-union, and
status-reset-on-reschedule behaviour. Rust-side hrrr-point-worker
binary + k8s deployment land in the next commits.
2026-04-19 18:22:22 -05:00
cd7f2fc2b8
feat(propagation): Phase 3 Stream A cutover — Rust owns f00..f18
The hourly cron now only seeds grid_tasks. The chain step, native-duct
merge, NEXRAD merge, commercial-link merge, scoring, ProfilesFile
write, and band-score writes all moved to rust/prop_grid_rs.

Elixir changes:
- GridTaskEnqueuer.seed_with_analysis/1: inserts 1 kind='analysis' row
  (f00) + 18 kind='forecast' rows (f01..f18).
- PropagationGridWorker: stripped from 423 LOC to a thin seeder.
  perform(%{}) → GridTaskEnqueuer.seed_with_analysis.
  Deleted: process_forecast_hour, merge_native_duct_data,
  merge_nexrad_data, merge_commercial_link_data, compute_scores_*,
  persist_profiles, record_run_timing (Rust emits spans to Prometheus
  instead), apply_nexrad_observations, apply_duct_grid, timed helpers.
  Test rewritten for the new shape: 0 Oban fan-out jobs, 19 grid_tasks
  rows with the expected kind distribution.

HrrrNativeClient and NexradClient remain — they have other callers
(HrrrNativeGridWorker for per-QSO duct batch; NexradWorker and
CommonVolumeRadarWorker for per-contact radar). Only f00's direct
use moved.
2026-04-19 18:13:41 -05:00