import { useEffect, useRef, useState } from 'react';
import { AnalysisData, DarkPattern } from '../types/analysis';
import { Eye, EyeOff, Info } from 'lucide-react';
import { Switch } from './ui/switch';
import { Label } from './ui/label';
import { Badge } from './ui/badge';

interface HeatmapViewProps {
  data: AnalysisData;
}

export function HeatmapView({ data }: HeatmapViewProps) {
  const canvasRef = useRef<HTMLCanvasElement>(null);
  const containerRef = useRef<HTMLDivElement>(null);
  const [showOverlay, setShowOverlay] = useState(true);
  const [selectedPattern, setSelectedPattern] = useState<DarkPattern | null>(null);

  useEffect(() => {
    if (!canvasRef.current || !containerRef.current) return;

    const canvas = canvasRef.current;
    const ctx = canvas.getContext('2d');
    if (!ctx) return;

    const container = containerRef.current;
    canvas.width = container.clientWidth;
    canvas.height = container.clientHeight;

    ctx.clearRect(0, 0, canvas.width, canvas.height);

    if (!showOverlay) return;

    data.darkPatterns.forEach((pattern) => {
      const x = (pattern.location.x / 100) * canvas.width;
      const y = (pattern.location.y / 100) * canvas.height;
      const width = (pattern.location.width / 100) * canvas.width;
      const height = (pattern.location.height / 100) * canvas.height;

      // Heatmap gradient
      const gradient = ctx.createRadialGradient(
        x + width / 2,
        y + height / 2,
        0,
        x + width / 2,
        y + height / 2,
        Math.max(width, height) / 1.5
      );

      let color: string;
      switch (pattern.severity) {
        case 'critical':
          color = '244, 63, 94'; // rose-500
          break;
        case 'high':
          color = '249, 115, 22'; // orange-500
          break;
        case 'medium':
          color = '245, 158, 11'; // amber-500
          break;
        default:
          color = '99, 102, 241'; // indigo-500
      }

      gradient.addColorStop(0, `rgba(${color}, 0.55)`);
      gradient.addColorStop(0.5, `rgba(${color}, 0.25)`);
      gradient.addColorStop(1, `rgba(${color}, 0)`);

      ctx.fillStyle = gradient;
      ctx.fillRect(x - width / 4, y - height / 4, width * 1.5, height * 1.5);

      // Dash border box
      ctx.strokeStyle = `rgba(${color}, 0.8)`;
      ctx.lineWidth = 1.5;
      ctx.setLineDash([4, 4]);
      ctx.strokeRect(x, y, width, height);
      ctx.setLineDash([]);
    });
  }, [data.darkPatterns, showOverlay]);

  const getSeverityBadgeClass = (severity: string) => {
    switch (severity) {
      case 'critical':
        return 'bg-rose-500/10 text-rose-400 border border-rose-500/20';
      case 'high':
        return 'bg-orange-500/10 text-orange-400 border border-orange-500/20';
      case 'medium':
        return 'bg-amber-500/10 text-amber-400 border border-amber-500/20';
      default:
        return 'bg-indigo-500/10 text-indigo-400 border border-indigo-500/20';
    }
  };

  const getSeverityCircleClass = (severity: string) => {
    switch (severity) {
      case 'critical':
        return 'bg-rose-500 shadow-[0_0_8px_rgba(244,63,94,0.5)]';
      case 'high':
        return 'bg-orange-50 shadow-[0_0_8px_rgba(249,115,22,0.5)]';
      case 'medium':
        return 'bg-amber-500 shadow-[0_0_8px_rgba(245,158,11,0.5)]';
      default:
        return 'bg-indigo-500 shadow-[0_0_8px_rgba(99,102,241,0.5)]';
    }
  };

  return (
    <div className="space-y-6">
      {/* Controls */}
      <div className="flex items-center justify-between bg-slate-900/30 rounded-xl p-4 border border-border">
        <div className="flex items-center gap-3">
          <button
            onClick={() => setShowOverlay(!showOverlay)}
            className="text-slate-400 hover:text-indigo-400 transition-colors"
          >
            {showOverlay ? <Eye className="w-5 h-5" /> : <EyeOff className="w-5 h-5" />}
          </button>
          <Label htmlFor="heatmap-toggle" className="text-xs font-semibold text-slate-300 cursor-pointer">
            Visual Bounding Heatmap
          </Label>
          <Switch
            id="heatmap-toggle"
            checked={showOverlay}
            onCheckedChange={setShowOverlay}
          />
        </div>
        
        <div className="text-[10px] uppercase tracking-wider font-bold text-slate-400 flex items-center gap-1">
          <Info className="w-3.5 h-3.5 text-indigo-400" />
          Hover or click highlights for XAI insights
        </div>
      </div>

      {/* Heatmap Display */}
      <div className="grid lg:grid-cols-3 gap-6">
        <div className="lg:col-span-2">
          <div
            ref={containerRef}
            className="relative bg-slate-950 rounded-xl overflow-hidden border border-border shadow-2xl"
            style={{ aspectRatio: '16/9' }}
          >
            {/* Background Image */}
            <img
              src={data.imageUrl}
              alt="UI Screenshot"
              className="absolute inset-0 w-full h-full object-contain opacity-95"
            />
            
            {/* Heatmap Canvas Overlay */}
            <canvas
              ref={canvasRef}
              className="absolute inset-0 w-full h-full cursor-crosshair z-10"
              style={{ pointerEvents: showOverlay ? 'auto' : 'none' }}
            />

            {/* Interactive hotspots */}
            {showOverlay && data.darkPatterns.map((pattern) => (
              <div
                key={pattern.id}
                className="absolute cursor-pointer hover:bg-white/5 transition-colors z-20"
                style={{
                  left: `${pattern.location.x}%`,
                  top: `${pattern.location.y}%`,
                  width: `${pattern.location.width}%`,
                  height: `${pattern.location.height}%`,
                }}
                onClick={() => setSelectedPattern(pattern)}
                title={pattern.type}
              />
            ))}
          </div>
        </div>

        {/* Legend and Details */}
        <div className="space-y-4">
          {/* Severity Legend */}
          <div className="bg-slate-900/30 rounded-xl p-4 border border-border">
            <h4 className="font-bold text-xs text-slate-200 mb-3">Severity Legend</h4>
            <div className="grid grid-cols-2 gap-2">
              {['critical', 'high', 'medium', 'low'].map((severity) => (
                <div key={severity} className="flex items-center gap-2 bg-slate-950/20 px-3 py-2 rounded-lg border border-white/5">
                  <div className={`w-3 h-3 rounded-full shrink-0 ${getSeverityCircleClass(severity)}`} />
                  <span className="text-xs font-semibold capitalize text-slate-300">{severity}</span>
                </div>
              ))}
            </div>
          </div>

          {/* Selected Pattern Details */}
          {selectedPattern ? (
            <div className="bg-slate-900/30 rounded-xl p-4 border border-border relative overflow-hidden">
              <div className="absolute top-0 right-0 w-24 h-24 bg-white/5 rounded-full blur-2xl pointer-events-none" />
              
              <div className="flex items-center justify-between mb-3 border-b border-white/5 pb-2">
                <h4 className="font-bold text-xs text-slate-200">Selected Violation</h4>
                <Badge className={`${getSeverityBadgeClass(selectedPattern.severity)} text-[9px] font-bold px-2 py-0.5 rounded-md`}>
                  {selectedPattern.severity}
                </Badge>
              </div>
              
              <div className="space-y-3">
                <div>
                  <div className="text-[10px] uppercase font-bold text-slate-500">Deceptive Category</div>
                  <div className="text-xs text-slate-200 font-semibold mt-0.5">{selectedPattern.type}</div>
                </div>
                
                <div>
                  <div className="text-[10px] uppercase font-bold text-slate-500">Description</div>
                  <div className="text-xs text-slate-300 leading-relaxed mt-0.5">{selectedPattern.description}</div>
                </div>
                
                <div>
                  <div className="text-[10px] uppercase font-bold text-slate-500">Classification Confidence</div>
                  <div className="text-xs text-slate-200 font-mono mt-0.5">{selectedPattern.confidence}% certainty</div>
                </div>
              </div>
            </div>
          ) : (
            <div className="bg-slate-900/20 rounded-xl p-6 border border-dashed border-slate-800 text-center flex flex-col items-center justify-center h-48">
              <p className="text-xs text-slate-500 leading-relaxed max-w-[200px]">
                Click on any glowing boundary block inside the viewport to view detailed NLP predictions
              </p>
            </div>
          )}

          {/* Pattern Count Summary */}
          <div className="bg-gradient-to-br from-indigo-500/10 via-indigo-500/5 to-transparent rounded-xl p-4 border border-indigo-500/20">
            <div className="text-center">
              <div className="text-2xl font-extrabold text-indigo-400">
                {data.darkPatterns.length}
              </div>
              <div className="text-[10px] uppercase tracking-wider font-bold text-slate-400 mt-1">
                Deceptive Blocks Highlighted
              </div>
            </div>
          </div>
        </div>
      </div>

      {/* AI Explanation */}
      <div className="bg-indigo-500/5 border border-indigo-500/10 rounded-xl p-4">
        <h4 className="font-bold text-xs text-indigo-300 mb-1.5">🤖 Visual Highlight Layers</h4>
        <p className="text-xs text-slate-400 leading-relaxed">
          The heat boundaries are computed using coordinate percentages from Pytesseract OCR output.
          Borders represent language elements identified by the scikit-learn Logistic Regression model.
        </p>
      </div>
    </div>
  );
}