// FILE: ./internal/normalizers/nws/observation.go
package nws

import (
	"context"
	"fmt"
	"strings"
	"time"

	"gitea.maximumdirect.net/ejr/feedkit/event"
	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/model"
	normcommon "gitea.maximumdirect.net/ejr/weatherfeeder/internal/normalizers/common"
	nwscommon "gitea.maximumdirect.net/ejr/weatherfeeder/internal/providers/nws"
	"gitea.maximumdirect.net/ejr/weatherfeeder/internal/standards"
)

// ObservationNormalizer converts:
//
//	standards.SchemaRawNWSObservationV1 -> standards.SchemaWeatherObservationV1
//
// It interprets NWS GeoJSON station observations and maps them into the
// canonical model.WeatherObservation representation.
//
// Precedence for determining ConditionCode (WMO):
//  1. presentWeather (METAR phenomena objects) — strongest signal
//  2. textDescription keyword fallback — reusable across providers
//  3. cloudLayers sky-only fallback — NWS/METAR-specific
type ObservationNormalizer struct{}

func (ObservationNormalizer) Match(e event.Event) bool {
	return strings.TrimSpace(e.Schema) == standards.SchemaRawNWSObservationV1
}

func (ObservationNormalizer) Normalize(ctx context.Context, in event.Event) (*event.Event, error) {
	_ = ctx // normalization is pure/CPU; keep ctx for future expensive steps

	return normcommon.NormalizeJSON(
		in,
		"nws observation",
		standards.SchemaWeatherObservationV1,
		buildObservation,
	)
}

// buildObservation contains the domain mapping logic (provider -> canonical model).
func buildObservation(parsed nwsObservationResponse) (model.WeatherObservation, time.Time, error) {
	// Timestamp (RFC3339)
	var ts time.Time
	if s := strings.TrimSpace(parsed.Properties.Timestamp); s != "" {
		t, err := nwscommon.ParseTime(s)
		if err != nil {
			return model.WeatherObservation{}, time.Time{}, fmt.Errorf("invalid timestamp %q: %w", s, err)
		}
		ts = t.UTC()
	}

	cloudLayers := make([]model.CloudLayer, 0, len(parsed.Properties.CloudLayers))
	for _, cl := range parsed.Properties.CloudLayers {
		cloudLayers = append(cloudLayers, model.CloudLayer{
			BaseMeters: cl.Base.Value,
			Amount:     cl.Amount,
		})
	}

	// Preserve raw presentWeather objects (for troubleshooting / drift analysis).
	present := make([]model.PresentWeather, 0, len(parsed.Properties.PresentWeather))
	for _, pw := range parsed.Properties.PresentWeather {
		present = append(present, model.PresentWeather{Raw: pw})
	}

	// Decode presentWeather into typed METAR phenomena for mapping.
	phenomena := decodeMetarPhenomena(parsed.Properties.PresentWeather)

	providerDesc := strings.TrimSpace(parsed.Properties.TextDescription)

	// Determine canonical WMO condition code.
	wmo := mapNWSToWMO(providerDesc, cloudLayers, phenomena)

	var isDay *bool
	if lat, lon := observationLatLon(parsed.Geometry.Coordinates); lat != nil && lon != nil {
		isDay = isDayFromLatLonTime(*lat, *lon, ts)
	}

	// Canonical condition text comes from our WMO table.
	canonicalText := standards.WMOText(wmo, isDay)

	// Apparent temperature: prefer wind chill when both are supplied.
	var apparentC *float64
	if parsed.Properties.WindChill.Value != nil {
		apparentC = parsed.Properties.WindChill.Value
	} else if parsed.Properties.HeatIndex.Value != nil {
		apparentC = parsed.Properties.HeatIndex.Value
	}

	obs := model.WeatherObservation{
		StationID:   parsed.Properties.StationID,
		StationName: parsed.Properties.StationName,
		Timestamp:   ts,

		ConditionCode: wmo,
		ConditionText: canonicalText,
		IsDay:         isDay,

		ProviderRawDescription: providerDesc,

		// Transitional / human-facing:
		// keep output consistent by populating TextDescription from canonical text.
		TextDescription: canonicalText,
		IconURL:         parsed.Properties.Icon,

		TemperatureC: parsed.Properties.Temperature.Value,
		DewpointC:    parsed.Properties.Dewpoint.Value,

		WindDirectionDegrees: parsed.Properties.WindDirection.Value,
		WindSpeedKmh:         parsed.Properties.WindSpeed.Value,
		WindGustKmh:          parsed.Properties.WindGust.Value,

		BarometricPressurePa: parsed.Properties.BarometricPressure.Value,
		SeaLevelPressurePa:   parsed.Properties.SeaLevelPressure.Value,
		VisibilityMeters:     parsed.Properties.Visibility.Value,

		RelativeHumidityPercent: parsed.Properties.RelativeHumidity.Value,
		ApparentTemperatureC:    apparentC,

		ElevationMeters: parsed.Properties.Elevation.Value,
		RawMessage:      parsed.Properties.RawMessage,

		PresentWeather: present,
		CloudLayers:    cloudLayers,
	}

	return obs, ts, nil
}