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.
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.
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.
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.
Contact detail now searches for soundings in progressively wider radii
(150 → 300 → 600 → 1000 km) before declaring "No soundings found".
When even 1000 km turns up nothing, enqueue WeatherFetchWorker RAOB
jobs for every station at the widest non-empty radius. The worker
passes the contact_id through so it can PubSub back to
contact_enrichment:<id> as each sounding lands, and the LiveView
rehydrates without a refresh.
Also adds Weather.soundings_with_widening_radius/1 and
ContactWeatherEnqueueWorker.enqueue_raob_fetch_with_widening/1 so the
same logic can be reused from other callers.
Spatial + temporal nearest-RAOB lookup (defaults to 300 km / ±3 h)
joining weather_stations → soundings. Returns the full sounding row
so callers can read the derived ducting_detected / min_refractivity_
gradient fields that HRRR's pressure-level product systematically
under-reads for thin surface ducts.
Prep for the path-calculator enrichment: a sounding within range at
the path midpoint gives an independent duct signal to cross-check
the nine HRRR samples already taken along the path.
The grid worker stopped writing HRRR profiles to the DB on April 14
when the forecast grid moved to /data/scores binary files, but the
24/72h-windowed prune left every is_grid_point=true row older than
72 hours sitting in the table (billions of rows across every
partition back to 2016, ~90% of the 146 GB table size). Nothing
reads them anymore.
Replace prune_old_grid_profiles/0 with purge_grid_point_profiles/0,
which walks every hrrr_profiles partition directly and deletes
is_grid_point=true rows regardless of age. Per-partition DELETEs
avoid a parent-table full scan. QSO-linked rows (is_grid_point=false)
are untouched — those still back contact enrichment and /path.
Call the new purge from the grid worker's end-of-chain hook so any
grid-point row that somehow slips back in gets cleaned up within the
next hour. Add `mix hrrr.purge_grid_points` for a one-shot historical
cleanup.
Historical contacts showed a skew-T log-P diagram that stopped at 700 mb
because HrrrClient and Era5Client only fetched pressure-level data down
to the top of the boundary layer. The chart canvas already ran up to
100 mb, so the trace clipped mid-atmosphere.
Two complementary fixes:
1. Extend @pressure_levels in HrrrClient and Era5Client with
650/600/550/500/450/400/350/300/250/200/150/100 mb so new fetches
cover the full troposphere + lower stratosphere.
2. Prefer the native hybrid-sigma profile for the contact-detail
skew-T when one has been backfilled for the contact's hour. The
native profile already stores all 50 hybrid levels up to ~19 km,
so historical contacts covered by the native backfill get a full
trace without re-hitting S3. A new HrrrNativeProfile.to_skew_t_profile/1
converts the parallel arrays into the %{"pres","tmpc","dwpc","hght"}
list shape the renderer expects, deriving dewpoint from SPFH via the
Magnus inverse. Weather.find_nearest_native_profile/3 mirrors
find_nearest_hrrr/3 for the lookup.
Rename all modules, functions, variables, routes, and UI text from
qso/qsos to contact/contacts. Database table stays as "qsos" to avoid
migration. Add /qsos -> /contacts redirects for old URLs.
Enqueue worker now gathers atmospheric data at pos1, midpoint, and pos2
along each QSO path instead of only pos1. Existing has_* guards prevent
duplicate fetches at each grid point.
- Add Radio.qso_path_points/1 for path point extraction
- Update hrrr_job_for_qso, iemre_job_for_qso, jobs_for_qso to iterate path points
- Refactor Weather into find_nearest_hrrr/3 and find_nearest_iemre/3
- Add hrrr_profiles_for_path/1 and iemre_for_path/1 query functions
- Add mix reset_enrichment task to trigger re-processing
- Add precip_1h_in and wx_codes fields to ASOS surface observations
- Add IEMRE reanalysis schema for radar-derived hourly precipitation
- Add IemreFetchWorker with exponential backoff and idempotency
- Integrate IEMRE enqueue into cron weather backfill pipeline
- All existing QSOs marked iemre_queued=false for automatic backfill
HRRR provides hourly 3km-resolution atmospheric profiles, filling the
temporal gaps (12-hourly soundings) and spatial gaps (only 9 sounding
stations) in our current weather data.
- Add hrrr_profiles table and hrrr_queued flag on QSOs
- HrrrClient fetches GRIB2 data via HTTP Range requests + wgrib2
- HrrrFetchWorker derives refractivity/ducting params via SoundingParams
- QsoWeatherEnqueueWorker now also enqueues HRRR jobs
- QSO show page displays HRRR section with collapsible profile
- Dockerfile builds wgrib2 from source for production
Oban cron worker runs every 4 hours, finds QSOs without weather data,
discovers nearby ASOS/sounding stations, and enqueues WeatherFetchWorker
jobs. Migrations run automatically on app start in production.
Store surface observations (ASOS) and upper-air soundings (RAOB) alongside
QSOs for atmospheric propagation correlation. Three new tables: weather_stations,
surface_observations, and soundings with JSONB profiles and pre-computed derived
parameters (refractivity, gradients, duct detection, stability indices).
Includes IEM API client for historical data import and import script seeded
with 95 ASOS + 9 sounding stations from PropCast coverage area.
