import { useState, useEffect, useRef, useCallback, useMemo } from 'react';
import type {
  FeatureMeta,
  FeatureFilters,
  Bounds,
  HexagonData,
  PostcodeFeature,
  ViewChangeParams,
  ApiResponse,
} from '../types';
import { buildFilterString, apiUrl, logNonAbortError, authHeaders } from '../lib/api';
import { POSTCODE_ZOOM_THRESHOLD } from '../lib/map-utils';
import { COLOR_RANGE_LOW_PERCENTILE, COLOR_RANGE_HIGH_PERCENTILE } from '../lib/consts';

/** Return the p-th percentile (0–100) from a sorted array via linear interpolation. */
function percentile(sorted: number[], p: number): number {
  if (sorted.length === 0) return 0;
  if (sorted.length === 1) return sorted[0];
  const idx = (p / 100) * (sorted.length - 1);
  const lo = Math.floor(idx);
  const hi = Math.ceil(idx);
  if (lo === hi) return sorted[lo];
  return sorted[lo] + (sorted[hi] - sorted[lo]) * (idx - lo);
}

const DEBOUNCE_MS = 150;

interface UseMapDataOptions {
  filters: FeatureFilters;
  features: FeatureMeta[];
  viewFeature: string | null;
  activeFeature: string | null;
  dragValue: [number, number] | null;
  dragData: HexagonData[] | null;
  travelTimeEnabled: boolean;
  travelTimeDestination: [number, number] | null;
  travelTimeMode: string;
}

export function useMapData({
  filters,
  features,
  viewFeature,
  activeFeature,
  dragValue,
  dragData,
  travelTimeEnabled,
  travelTimeDestination,
  travelTimeMode,
}: UseMapDataOptions) {
  const [rawData, setRawData] = useState<HexagonData[]>([]);
  const [postcodeData, setPostcodeData] = useState<PostcodeFeature[]>([]);
  const [resolution, setResolution] = useState<number>(8);
  const [bounds, setBounds] = useState<Bounds | null>(null);
  const [loading, setLoading] = useState<boolean>(false);
  const [zoom, setZoom] = useState<number>(10);
  const [currentView, setCurrentView] = useState<{
    latitude: number;
    longitude: number;
    zoom: number;
  } | null>(null);

  const debounceRef = useRef<ReturnType<typeof setTimeout> | null>(null);
  const abortControllerRef = useRef<AbortController | null>(null);
  const prevBoundsRef = useRef<string>('');

  const usePostcodeView = zoom >= POSTCODE_ZOOM_THRESHOLD;

  const buildFilterParam = useCallback(
    (): string => buildFilterString(filters, features),
    [filters, features]
  );

  // Fetch hexagons or postcodes when bounds/filters change
  useEffect(() => {
    if (!bounds) return;

    if (debounceRef.current) {
      clearTimeout(debounceRef.current);
    }

    debounceRef.current = setTimeout(async () => {
      if (abortControllerRef.current) {
        abortControllerRef.current.abort();
      }
      abortControllerRef.current = new AbortController();

      setLoading(true);
      try {
        const boundsStr = `${bounds.south},${bounds.west},${bounds.north},${bounds.east}`;
        const filtersStr = buildFilterParam();

        if (usePostcodeView) {
          const params = new URLSearchParams({ bounds: boundsStr });
          if (filtersStr) params.set('filters', filtersStr);
          params.set('fields', viewFeature || '');
          const res = await fetch(
            apiUrl('postcodes', params),
            authHeaders({
              signal: abortControllerRef.current.signal,
            })
          );
          const json: { features: PostcodeFeature[] } = await res.json();
          setPostcodeData(json.features || []);
          setRawData([]);
        } else {
          const params = new URLSearchParams({
            resolution: resolution.toString(),
            bounds: boundsStr,
          });
          if (filtersStr) params.set('filters', filtersStr);
          params.set('fields', viewFeature || '');
          if (travelTimeEnabled && travelTimeDestination) {
            params.set('destination', `${travelTimeDestination[0]},${travelTimeDestination[1]}`);
            params.set('mode', travelTimeMode);
          }
          const res = await fetch(
            apiUrl('hexagons', params),
            authHeaders({
              signal: abortControllerRef.current.signal,
            })
          );
          const json: ApiResponse = await res.json();
          setRawData(json.features || []);
          setPostcodeData([]);
        }
      } catch (err) {
        logNonAbortError('Failed to fetch data', err);
      } finally {
        setLoading(false);
      }
    }, DEBOUNCE_MS);

    return () => {
      if (debounceRef.current) {
        clearTimeout(debounceRef.current);
      }
    };
  }, [resolution, bounds, filters, buildFilterParam, viewFeature, usePostcodeView, travelTimeEnabled, travelTimeDestination, travelTimeMode]);

  const data = dragData ?? rawData;

  // Compute p5/p95 from visible data for the viewed feature
  // Only considers hexagons/postcodes whose center falls within the viewport bounds
  const dataRange = useMemo((): [number, number] | null => {
    if (!viewFeature) return null;
    const meta = features.find((f) => f.name === viewFeature);
    if (!meta || meta.type === 'enum') return null;

    if (activeFeature && !dragData) return null;

    const vals: number[] = [];

    if (usePostcodeView) {
      if (postcodeData.length === 0) return null;
      for (const feat of postcodeData) {
        if (bounds) {
          const [lng, lat] = feat.properties.centroid as [number, number];
          if (lat < bounds.south || lat > bounds.north || lng < bounds.west || lng > bounds.east)
            continue;
        }
        const val = feat.properties[`avg_${viewFeature}`] ?? feat.properties[`min_${viewFeature}`];
        if (typeof val === 'number' && !isNaN(val)) vals.push(val);
      }
    } else {
      if (data.length === 0) return null;
      for (const item of data) {
        if (bounds) {
          const { lat, lon } = item;
          if (lat < bounds.south || lat > bounds.north || lon < bounds.west || lon > bounds.east)
            continue;
        }
        const val = item[`avg_${viewFeature}`] ?? item[`min_${viewFeature}`];
        if (typeof val === 'number' && !isNaN(val)) vals.push(val);
      }
    }

    if (vals.length === 0) return null;
    vals.sort((a, b) => a - b);
    return [
      percentile(vals, COLOR_RANGE_LOW_PERCENTILE),
      percentile(vals, COLOR_RANGE_HIGH_PERCENTILE),
    ];
  }, [viewFeature, data, dragData, postcodeData, usePostcodeView, features, activeFeature, bounds]);

  // Color range for the legend and hex coloring
  const colorRange = useMemo((): [number, number] | null => {
    if (!viewFeature) return null;
    const meta = features.find((f) => f.name === viewFeature);
    if (!meta) return null;
    if (meta.type === 'enum' && meta.values && meta.values.length > 0) {
      return [0, meta.values.length - 1];
    }
    if (dataRange) return dataRange;
    if (activeFeature && dragValue) return dragValue;
    if (meta.min != null && meta.max != null) return [meta.min, meta.max];
    return null;
  }, [viewFeature, features, dataRange, activeFeature, dragValue]);

  // Color range for travel time (computed from response data)
  const travelTimeColorRange = useMemo((): [number, number] | null => {
    if (!travelTimeEnabled || !travelTimeDestination) return null;
    const vals: number[] = [];
    for (const item of data) {
      if (bounds) {
        const { lat, lon } = item;
        if (lat < bounds.south || lat > bounds.north || lon < bounds.west || lon > bounds.east)
          continue;
      }
      const val = item.travel_time;
      if (typeof val === 'number' && !isNaN(val)) vals.push(val);
    }
    if (vals.length === 0) return null;
    vals.sort((a, b) => a - b);
    return [
      percentile(vals, COLOR_RANGE_LOW_PERCENTILE),
      percentile(vals, COLOR_RANGE_HIGH_PERCENTILE),
    ];
  }, [travelTimeEnabled, travelTimeDestination, data, bounds]);

  const handleViewChange = useCallback(
    ({
      resolution: newRes,
      bounds: newBounds,
      zoom: newZoom,
      latitude,
      longitude,
    }: ViewChangeParams) => {
      const boundsKey = `${newBounds.south},${newBounds.west},${newBounds.north},${newBounds.east},${newRes}`;
      if (boundsKey !== prevBoundsRef.current) {
        prevBoundsRef.current = boundsKey;
        setResolution(newRes);
        setBounds(newBounds);
      }
      setZoom(newZoom);
      setCurrentView({ latitude, longitude, zoom: newZoom });
    },
    []
  );

  const setInitialView = useCallback(
    (view: { latitude: number; longitude: number; zoom: number }) => {
      setCurrentView(view);
      setZoom(view.zoom);
    },
    []
  );

  return {
    data,
    rawData,
    postcodeData,
    resolution,
    bounds,
    loading,
    zoom,
    currentView,
    usePostcodeView,
    colorRange,
    travelTimeColorRange,
    handleViewChange,
    setInitialView,
  };
}