prop/lib/microwaveprop/weather/ncei_metar_client.ex

defmodule Microwaveprop.Weather.NceiMetarClient do
  @moduledoc """
  Fetches 5-minute ASOS observations from NCEI's C00418 dataset.

  Data URL pattern:
  ```
  https://www.ncei.noaa.gov/data/automated-surface-observing-system-five-minute/access/YYYY/MM/asos-5min-KXXX-YYYYMM.dat
  ```

  Each file is one station-month of 5-minute observations in a
  fixed-width METAR-like format. See the meteorologist's recommendation
  in the April 2026 review.
  """

  require Logger

  @base_url "https://www.ncei.noaa.gov/data/automated-surface-observing-system-five-minute/access"

  @doc """
  Fetch and parse 5-minute observations for a given station, year, and month.

  Returns `{:ok, [parsed_obs]}` or `{:error, reason}`.
  """
  def fetch(icao, year, month) do
    month_str = month |> Integer.to_string() |> String.pad_leading(2, "0")
    url = "#{@base_url}/#{year}/#{month_str}/asos-5min-#{icao}-#{year}#{month_str}.dat"

    case Req.get(url, receive_timeout: 60_000) do
      {:ok, %{status: 200, body: body}} ->
        {:ok, parse(body)}

      {:ok, %{status: status}} ->
        {:error, "NCEI 5-min HTTP #{status}"}

      {:error, reason} ->
        {:error, reason}
    end
  end

  @doc """
  Parse the fixed-width NCEI 5-minute ASOS format into maps.

  Each line has a METAR embedded in a fixed-width wrapper. We extract
  the key fields without a full METAR parser — this covers the data
  the scorer and backtest need (temp, dewpoint, wind, pressure, sky).
  """
  def parse(text) when is_binary(text) do
    text
    |> String.split("\n")
    |> Enum.flat_map(&parse_line/1)
  end

  defp parse_line(line) when byte_size(line) < 60, do: []

  defp parse_line(line) do
    # Fixed-width header: WBAN(5) ICAO(4) FAA(4) DATE(8) HHMM(4) ...
    # Then METAR text after the "5-MIN" marker
    with <<_wban::binary-5, icao::binary-4, _faa::binary-4, date::binary-8, hhmm::binary-4, _rest::binary>> <- line,
         {:ok, observed_at} <- parse_datetime(date, hhmm) do
      metar_text = extract_metar(line)
      obs = parse_metar_fields(metar_text)
      [Map.merge(obs, %{icao: String.trim(icao), observed_at: observed_at})]
    else
      _ -> []
    end
  end

  defp parse_datetime(<<y::binary-4, m::binary-2, d::binary-2>>, <<hh::binary-2, mm::binary-2>>) do
    with {year, ""} <- Integer.parse(y),
         {month, ""} <- Integer.parse(m),
         {day, ""} <- Integer.parse(d),
         {hour, ""} <- Integer.parse(hh),
         {minute, ""} <- Integer.parse(mm),
         {:ok, date} <- Date.new(year, month, day),
         {:ok, time} <- Time.new(hour, minute, 0),
         {:ok, dt} <- DateTime.new(date, time, "Etc/UTC") do
      {:ok, DateTime.truncate(dt, :second)}
    else
      _ -> :error
    end
  end

  defp extract_metar(line) do
    case String.split(line, "5-MIN ", parts: 2) do
      [_, metar] -> metar
      _ -> ""
    end
  end

  defp parse_metar_fields(metar) do
    parts = String.split(metar)

    %{
      temp_f: extract_temp_f(parts),
      dewpoint_f: extract_dewpoint_f(parts),
      wind_speed_kts: extract_wind_speed(parts),
      wind_direction_deg: extract_wind_dir(parts),
      altimeter_setting: extract_altimeter(parts),
      sky_condition: extract_sky(parts),
      relative_humidity: nil,
      sea_level_pressure_mb: nil,
      precip_1h_in: nil,
      wx_codes: nil
    }
  end

  # Extract precise temp/dew from RMK T-group: T02110094 → 21.1°C / 9.4°C
  defp extract_temp_f(parts) do
    case Enum.find(parts, &String.starts_with?(&1, "T0")) do
      t_group when is_binary(t_group) ->
        parse_t_group_temp(t_group)

      _ ->
        # Fall back to temp/dew field: "21/09"
        case Enum.find(parts, &Regex.match?(~r/^M?\d+\/M?\d+$/, &1)) do
          td when is_binary(td) ->
            [t, _d] = String.split(td, "/")
            t |> parse_metar_temp() |> c_to_f()

          _ ->
            nil
        end
    end
  end

  defp extract_dewpoint_f(parts) do
    case Enum.find(parts, &String.starts_with?(&1, "T0")) do
      t_group when is_binary(t_group) ->
        parse_t_group_dew(t_group)

      _ ->
        case Enum.find(parts, &Regex.match?(~r/^M?\d+\/M?\d+$/, &1)) do
          td when is_binary(td) ->
            [_t, d] = String.split(td, "/")
            d |> parse_metar_temp() |> c_to_f()

          _ ->
            nil
        end
    end
  end

  # T02110094 → temp = +21.1°C, dew = +9.4°C (leading 0=+, 1=-)
  defp parse_t_group_temp(<<"T", sign::binary-1, d1::binary-2, d2::binary-1, _rest::binary>>) do
    val = String.to_integer(d1) + String.to_integer(d2) / 10.0
    if_result = if sign == "1", do: -val, else: val
    c_to_f(if_result)
  end

  defp parse_t_group_temp(_), do: nil

  defp parse_t_group_dew(<<"T", _::binary-4, sign::binary-1, d1::binary-2, d2::binary-1, _rest::binary>>) do
    val = String.to_integer(d1) + String.to_integer(d2) / 10.0
    if_result = if sign == "1", do: -val, else: val
    c_to_f(if_result)
  end

  defp parse_t_group_dew(_), do: nil

  defp parse_metar_temp("M" <> rest), do: -String.to_integer(rest) * 1.0
  defp parse_metar_temp(s), do: String.to_integer(s) * 1.0

  defp c_to_f(c) when is_number(c), do: c * 9.0 / 5.0 + 32.0
  defp c_to_f(_), do: nil

  defp extract_wind_speed(parts) do
    with wind when is_binary(wind) <- Enum.find(parts, &Regex.match?(~r/^\d{3}\d{2,3}KT/, &1)),
         {speed, _} <- Integer.parse(String.slice(wind, 3..4)) do
      speed * 1.0
    else
      _ -> nil
    end
  end

  defp extract_wind_dir(parts) do
    with wind when is_binary(wind) <- Enum.find(parts, &Regex.match?(~r/^\d{3}\d{2,3}KT/, &1)),
         {dir, _} <- Integer.parse(String.slice(wind, 0..2)) do
      dir
    else
      _ -> nil
    end
  end

  defp extract_altimeter(parts) do
    case Enum.find(parts, &String.starts_with?(&1, "A2")) do
      alt when is_binary(alt) ->
        case Float.parse(String.slice(alt, 1..-1//1)) do
          {val, _} -> val / 100.0
          :error -> nil
        end

      _ ->
        nil
    end
  end

  defp extract_sky(parts) do
    sky_tokens = Enum.filter(parts, &Regex.match?(~r/^(CLR|FEW|SCT|BKN|OVC|VV)\d*/, &1))
    if sky_tokens == [], do: nil, else: Enum.join(sky_tokens, " ")
  end
end