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7 commits

Author SHA1 Message Date
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
63a9417287
fix(admin_task_worker): unknown feature now returns error instead of falling through
Backtest branch's unknown-feature guard was dead code: the if block's
{:error, _} return was discarded and execution fell through, running the
backtest with a just-created atom and writing a report for nonsense
features. Two compounding issues:

- function_exported?/3 returns false for modules not yet loaded in the
  BEAM, so even valid feature names triggered the warning path on a
  cold VM.
- String.to_atom/1 on caller-supplied strings created unbounded atoms.

Fix: Code.ensure_loaded?(Features) before the check, String.to_existing_atom/1
with rescue (Features exports __info__(:functions) so every valid function
atom already exists), and an explicit early return via a with pipeline so
the error tuple actually leaves the worker.
2026-04-16 14:58:55 -05:00
811251dd15
Drop propagation_scores table, ScoresFile is the only store
Full cutover: the propagation_scores Postgres table is gone, and
the binary files under /data/scores are the sole source of truth
for the map render path. Three stacked changes:

1. New migration drops the propagation_scores table and its indexes
   (the earlier tuning migrations for it were already applied and
   are now no-ops against a missing table, which is fine — Ecto
   just runs them on fresh environments).

2. Propagation context is gutted of every GridScore reference.
   replace_scores/2 writes files only. upsert_scores/2 is deleted.
   load_scores_from_db, available_valid_times_from_db,
   point_detail_from_db, point_forecast_from_db, fetch_factors,
   coalesce_factors, the Postgres side of prune_old_scores, and
   the Postgres fallbacks in latest/earliest_valid_time are all
   removed. point_detail always returns an empty factors map now
   since factor breakdowns were retired with the table.

3. Deleted modules:
   - Propagation.GridScore (the schema)
   - Propagation.ScorerDiff (read factors from the table)
   - Propagation.AsosNudge (helper for AsosAdjustmentWorker)
   - Workers.AsosAdjustmentWorker (its cron was already disabled)
   - Mix.Tasks.ScorerDiff (wrapper around the deleted module)
   And their tests. AdminTaskWorker's scorer_diff task is a
   logging no-op so any queued Oban rows drain cleanly.
   Release.scorer_diff stays as a stub that tells the operator.

propagation_prune_worker_test rewritten to exercise ScoresFile
pruning. propagation_test.exs rewritten to use replace_scores +
ScoresFile throughout (no more GridScore / upsert_scores paths).
2026-04-14 15:13:01 -05:00
7fb340bc35 Fix all remaining credo --strict issues (0 issues)
Aliases: add module aliases for 9 nested module references
Apply: replace apply/3 with direct module attribute calls
Line length: break 1 long spec line
Refactoring: extract helpers to reduce complexity and nesting
in show.ex, radio.ex, weather workers, terrain, duct detection,
backfill dashboard, contact map, and mix tasks
2026-04-12 10:26:53 -05:00
e7a7ae073d Phase 9.3, 9.4, and Phase 3 NEXRAD pipeline
Task 9.3 - Weight recalibration via gradient descent:
- Recalibrator module fits logistic regression weights using Nx
- Trains on QSO positives vs random baseline negatives
- Cross-validates by month, normalizes weights to sum to 1.0
- Mix task: mix recalibrate_scorer --sample 5000 --epochs 2000

Task 9.4 - Side-by-side scorer comparison:
- ScorerDiff.compare/3 re-scores grid with old vs new weights
- Reports mean diff, regressions, improvements, per-band breakdown
- Mix task: mix scorer_diff --new-weights '{...}'

Phase 3 - NEXRAD ingestion pipeline:
- NexradClient fetches IEM n0q composite PNGs, extracts per-point
  box statistics (mean/max dBZ, texture variance)
- NexradObservation schema with unique (lat, lon, observed_at)
- NexradWorker on :nexrad queue for background processing
- nexrad_texture backtest feature in Features module
- mix nexrad_backfill --limit 200

All tasks added to AdminTaskWorker and Release for production use.
1116 tests, 0 failures.
2026-04-10 12:48:36 -05:00
01909dbe66 Run admin tasks as Oban jobs instead of blocking eval
Release.backtest_all, climatology, native_derive now enqueue an
AdminTaskWorker job on the new :admin queue and return immediately.
Progress visible in Oban Web at /admin/oban.
2026-04-10 12:26:01 -05:00