prop/lib/microwaveprop/weather/metar_5min_observation.ex
Graham McIntire 3ea2548114 Phase 8: 5-minute METAR ingestion pipeline
NCEI ASOS 5-minute data client (Weather.NceiMetarClient):
- fetch/3 pulls per-station monthly .dat files from NCEI C00418
- parse/1 decodes the fixed-width METAR format including precise
  T-group temperatures (T02110094 → 21.1/9.4°C)
- metar_5min_observations table: schema-identical to
  surface_observations, separate table to avoid mixing cadences

Weather.recent_surface_obs/3 prefers 5-min data when available,
falls back to the hourly surface_observations table.

Data URL: https://www.ncei.noaa.gov/data/automated-surface-observing-system-five-minute/access/YYYY/MM/asos-5min-KXXX-YYYYMM.dat
Available back to 1996.
2026-04-10 08:53:54 -05:00

43 lines
1.4 KiB
Elixir

defmodule Microwaveprop.Weather.Metar5minObservation do
@moduledoc """
5-minute ASOS/METAR observations from NCEI (C00418).
Schema-identical to `SurfaceObservation` but stored in a separate
table to avoid mixing cadences and preserve backward compatibility
for existing queries against the hourly feed.
"""
use Ecto.Schema
import Ecto.Changeset
@primary_key {:id, :binary_id, autogenerate: true}
@foreign_key_type :binary_id
schema "metar_5min_observations" do
belongs_to :station, Microwaveprop.Weather.Station
field :observed_at, :utc_datetime
field :temp_f, :float
field :dewpoint_f, :float
field :relative_humidity, :float
field :wind_speed_kts, :float
field :wind_direction_deg, :integer
field :sea_level_pressure_mb, :float
field :altimeter_setting, :float
field :sky_condition, :string
field :precip_1h_in, :float
field :wx_codes, :string
timestamps(type: :utc_datetime)
end
@required_fields ~w(station_id observed_at)a
@optional_fields ~w(temp_f dewpoint_f relative_humidity wind_speed_kts wind_direction_deg sea_level_pressure_mb altimeter_setting sky_condition precip_1h_in wx_codes)a
def changeset(observation, attrs) do
observation
|> cast(attrs, @required_fields ++ @optional_fields)
|> validate_required(@required_fields)
|> foreign_key_constraint(:station_id)
|> unique_constraint([:station_id, :observed_at])
end
end