import { useEffect, useState } from 'react';
import { useNavigate } from 'react-router-dom';
import { InfoTip } from './ui/Tooltip';
import { TIPS } from './ui/tooltips';

interface IncidentCluster {
  id: string;
  score: number;
  severity: 'CRITICAL' | 'HIGH' | 'MEDIUM' | 'LOW';
  total_detections: number;
  unique_ips: number;
  subnet?: string;
  sample_ip?: string;
  ja4?: string;
  primary_ua?: string;
  primary_target?: string;
  countries: { code: string; percentage: number }[];
  asn?: string;
  first_seen: string;
  last_seen: string;
  trend: 'up' | 'down' | 'stable';
  trend_percentage: number;
  hits_per_second?: number;
}

interface MetricsSummary {
  total_detections: number;
  critical_count: number;
  high_count: number;
  medium_count: number;
  low_count: number;
  unique_ips: number;
  known_bots_count: number;
  anomalies_count: number;
}

interface BaselineMetric {
  today: number;
  yesterday: number;
  pct_change: number;
}
interface BaselineData {
  total_detections: BaselineMetric;
  unique_ips: BaselineMetric;
  critical_alerts: BaselineMetric;
}

export function IncidentsView() {
  const navigate = useNavigate();
  const [clusters, setClusters] = useState<IncidentCluster[]>([]);
  const [metrics, setMetrics] = useState<MetricsSummary | null>(null);
  const [baseline, setBaseline] = useState<BaselineData | null>(null);
  const [loading, setLoading] = useState(true);
  const [selectedClusters, setSelectedClusters] = useState<Set<string>>(new Set());

  useEffect(() => {
    const fetchIncidents = async () => {
      setLoading(true);
      try {
        const metricsResponse = await fetch('/api/metrics');
        if (metricsResponse.ok) {
          const metricsData = await metricsResponse.json();
          setMetrics(metricsData.summary);
        }

        const baselineResponse = await fetch('/api/metrics/baseline');
        if (baselineResponse.ok) {
          setBaseline(await baselineResponse.json());
        }

        const clustersResponse = await fetch('/api/incidents/clusters');
        if (clustersResponse.ok) {
          const clustersData = await clustersResponse.json();
          setClusters(clustersData.items || []);
        }
      } catch (error) {
        console.error('Error fetching incidents:', error);
      } finally {
        setLoading(false);
      }
    };

    fetchIncidents();
    const interval = setInterval(fetchIncidents, 60000);
    return () => clearInterval(interval);
  }, []);

  const toggleCluster = (id: string) => {
    const newSelected = new Set(selectedClusters);
    if (newSelected.has(id)) {
      newSelected.delete(id);
    } else {
      newSelected.add(id);
    }
    setSelectedClusters(newSelected);
  };

  const selectAll = () => {
    if (selectedClusters.size === clusters.length) {
      setSelectedClusters(new Set());
    } else {
      setSelectedClusters(new Set(clusters.map(c => c.id)));
    }
  };

  const getSeverityColor = (severity: string) => {
    switch (severity) {
      case 'CRITICAL': return 'border-red-500 bg-red-500/10';
      case 'HIGH': return 'border-orange-500 bg-orange-500/10';
      case 'MEDIUM': return 'border-yellow-500 bg-yellow-500/10';
      case 'LOW': return 'border-green-500 bg-green-500/10';
      default: return 'border-gray-500 bg-gray-500/10';
    }
  };

  const getSeverityBadgeColor = (severity: string) => {
    switch (severity) {
      case 'CRITICAL': return 'bg-red-500 text-white';
      case 'HIGH': return 'bg-orange-500 text-white';
      case 'MEDIUM': return 'bg-yellow-500 text-white';
      case 'LOW': return 'bg-green-500 text-white';
      default: return 'bg-gray-500 text-white';
    }
  };

  const getCountryFlag = (code: string) => {
    return code.toUpperCase().replace(/./g, char => String.fromCodePoint(char.charCodeAt(0) + 127397));
  };

  if (loading) {
    return (
      <div className="flex items-center justify-center h-64">
        <div className="text-text-secondary">Chargement...</div>
      </div>
    );
  }

  return (
    <div className="space-y-6 animate-fade-in">
      {/* Header */}
      <div className="flex flex-col md:flex-row md:items-center md:justify-between gap-4">
        <div>
          <h1 className="text-2xl font-bold text-text-primary">SOC Dashboard</h1>
          <p className="text-text-secondary text-sm mt-1">Surveillance en temps réel · 24 dernières heures</p>
        </div>
      </div>

      {/* Stats unifiées — 6 cartes compact */}
      <div className="grid grid-cols-2 sm:grid-cols-3 lg:grid-cols-6 gap-3">
        {/* Total détections avec comparaison hier */}
        <div
          className="bg-background-card border border-border rounded-lg px-3 py-2.5 flex flex-col gap-0.5 cursor-pointer hover:border-accent-primary/50 transition-colors"
          onClick={() => navigate('/detections')}
        >
          <div className="text-[10px] text-text-disabled uppercase tracking-wide flex items-center gap-1">
            📊 Total 24h<InfoTip content={TIPS.total_detections_stat} />
          </div>
          <div className="text-xl font-bold text-text-primary">
            {(metrics?.total_detections ?? 0).toLocaleString()}
          </div>
          {baseline && (() => {
            const m = baseline.total_detections;
            const up = m.pct_change > 0;
            const neutral = m.pct_change === 0;
            return (
              <div className={`text-[10px] font-medium ${neutral ? 'text-text-disabled' : up ? 'text-threat-critical' : 'text-threat-low'}`}>
                {neutral ? '= même' : up ? `▲ +${m.pct_change}%` : `▼ ${m.pct_change}%`} vs hier
              </div>
            );
          })()}
        </div>

        {/* IPs uniques */}
        <div
          className="bg-background-card border border-border rounded-lg px-3 py-2.5 flex flex-col gap-0.5 cursor-pointer hover:border-accent-primary/50 transition-colors"
          onClick={() => navigate('/detections')}
        >
          <div className="text-[10px] text-text-disabled uppercase tracking-wide flex items-center gap-1">
            🖥️ IPs uniques<InfoTip content={TIPS.unique_ips_stat} />
          </div>
          <div className="text-xl font-bold text-text-primary">
            {(metrics?.unique_ips ?? 0).toLocaleString()}
          </div>
          {baseline && (() => {
            const m = baseline.unique_ips;
            const up = m.pct_change > 0;
            const neutral = m.pct_change === 0;
            return (
              <div className={`text-[10px] font-medium ${neutral ? 'text-text-disabled' : up ? 'text-threat-critical' : 'text-threat-low'}`}>
                {neutral ? '= même' : up ? `▲ +${m.pct_change}%` : `▼ ${m.pct_change}%`} vs hier
              </div>
            );
          })()}
        </div>

        {/* BOT connus */}
        <div
          className="bg-green-500/10 border border-green-500/30 rounded-lg px-3 py-2.5 flex flex-col gap-0.5 cursor-pointer hover:border-green-500/60 transition-colors"
          onClick={() => navigate('/detections?score_type=BOT')}
        >
          <div className="text-[10px] text-green-400/80 uppercase tracking-wide">🤖 BOT nommés</div>
          <div className="text-xl font-bold text-green-400">
            {(metrics?.known_bots_count ?? 0).toLocaleString()}
          </div>
          <div className="text-[10px] text-green-400/60">
            {metrics ? Math.round((metrics.known_bots_count / metrics.total_detections) * 100) : 0}% du total
          </div>
        </div>

        {/* Anomalies ML */}
        <div
          className="bg-purple-500/10 border border-purple-500/30 rounded-lg px-3 py-2.5 flex flex-col gap-0.5 cursor-pointer hover:border-purple-500/60 transition-colors"
          onClick={() => navigate('/detections?score_type=SCORE')}
        >
          <div className="text-[10px] text-purple-400/80 uppercase tracking-wide">🔬 Anomalies ML</div>
          <div className="text-xl font-bold text-purple-400">
            {(metrics?.anomalies_count ?? 0).toLocaleString()}
          </div>
          <div className="text-[10px] text-purple-400/60">
            {metrics ? Math.round((metrics.anomalies_count / metrics.total_detections) * 100) : 0}% du total
          </div>
        </div>

        {/* HIGH */}
        <div
          className="bg-orange-500/10 border border-orange-500/30 rounded-lg px-3 py-2.5 flex flex-col gap-0.5 cursor-pointer hover:border-orange-500/60 transition-colors"
          onClick={() => navigate('/detections?threat_level=HIGH')}
        >
          <div className="text-[10px] text-orange-400/80 uppercase tracking-wide">⚠️ HIGH</div>
          <div className="text-xl font-bold text-orange-400">
            {(metrics?.high_count ?? 0).toLocaleString()}
          </div>
          <div className="text-[10px] text-orange-400/60">Menaces élevées</div>
        </div>

        {/* MEDIUM */}
        <div
          className="bg-yellow-500/10 border border-yellow-500/30 rounded-lg px-3 py-2.5 flex flex-col gap-0.5 cursor-pointer hover:border-yellow-500/60 transition-colors"
          onClick={() => navigate('/detections?threat_level=MEDIUM')}
        >
          <div className="text-[10px] text-yellow-400/80 uppercase tracking-wide">📊 MEDIUM</div>
          <div className="text-xl font-bold text-yellow-400">
            {(metrics?.medium_count ?? 0).toLocaleString()}
          </div>
          <div className="text-[10px] text-yellow-400/60">Menaces moyennes</div>
        </div>
      </div>

      {/* Bulk Actions */}
      {selectedClusters.size > 0 && (
        <div className="bg-blue-500/20 border border-blue-500 rounded-lg p-4">
          <div className="flex items-center justify-between">
            <div className="text-text-primary">
              <span className="font-bold">{selectedClusters.size}</span> incidents sélectionnés
            </div>
            <div className="flex gap-2">
              <button
                onClick={() => {
                  // Bulk classification
                  const ips = clusters
                    .filter(c => selectedClusters.has(c.id))
                    .flatMap(c => c.subnet ? [c.subnet.split('/')[0]] : []);
                  navigate(`/bulk-classify?ips=${encodeURIComponent(ips.join(','))}`);
                }}
                className="px-4 py-2 bg-blue-500 text-white rounded-lg text-sm hover:bg-blue-600 transition-colors"
              >
                Classifier en masse
              </button>
              <button
                onClick={() => {
                  // Export selected
                  const data = clusters.filter(c => selectedClusters.has(c.id));
                  const blob = new Blob([JSON.stringify(data, null, 2)], { type: 'application/json' });
                  const url = URL.createObjectURL(blob);
                  const a = document.createElement('a');
                  a.href = url;
                  a.download = `export_incidents_${Date.now()}.json`;
                  document.body.appendChild(a);
                  a.click();
                  document.body.removeChild(a);
                }}
                className="px-4 py-2 bg-background-card text-text-primary rounded-lg text-sm hover:bg-background-card/80 transition-colors"
              >
                Export JSON
              </button>
              <button
                onClick={() => setSelectedClusters(new Set())}
                className="px-4 py-2 bg-background-card text-text-primary rounded-lg text-sm hover:bg-background-card/80 transition-colors"
              >
                Désélectionner
              </button>
            </div>
          </div>
        </div>
      )}

      {/* Main content: incidents list (2/3) + top threats table (1/3) */}
      <div className="grid grid-cols-3 gap-6 items-start">
        {/* Incidents list — 2/3 */}
        <div className="col-span-2">
        <div className="flex items-center justify-between mb-4">
          <h2 className="text-xl font-semibold text-text-primary">
            Incidents Prioritaires
          </h2>
          <button
            onClick={selectAll}
            className="text-sm text-accent-primary hover:text-accent-primary/80"
          >
            {selectedClusters.size === clusters.length ? 'Tout désélectionner' : 'Tout sélectionner'}
          </button>
        </div>

        <div className="space-y-3">
          {clusters.map((cluster) => (
            <div
              key={cluster.id}
              className={`border-2 rounded-lg p-4 transition-all hover:shadow-lg ${getSeverityColor(cluster.severity)}`}
            >
              <div className="flex items-start gap-4">
                {/* Checkbox */}
                <input
                  type="checkbox"
                  checked={selectedClusters.has(cluster.id)}
                  onChange={() => toggleCluster(cluster.id)}
                  className="mt-1 w-4 h-4 rounded bg-background-card border-background-card text-accent-primary focus:ring-accent-primary"
                />

                {/* Content */}
                <div className="flex-1">
                  <div className="flex items-start justify-between mb-3">
                    <div className="flex items-center gap-3">
                      <span title={cluster.severity === 'CRITICAL' ? TIPS.risk_critical : cluster.severity === 'HIGH' ? TIPS.risk_high : cluster.severity === 'MEDIUM' ? TIPS.risk_medium : TIPS.risk_low} className={`px-2 py-1 rounded text-xs font-bold ${getSeverityBadgeColor(cluster.severity)}`}>
                        {cluster.severity}
                      </span>
                      <span className="text-lg font-bold text-text-primary">{cluster.id}</span>
                      <span className="text-text-secondary">|</span>
                      <span className="font-mono text-sm text-text-primary">{cluster.subnet || ''}</span>
                    </div>
                    <div className="flex items-center gap-4">
                      <div className="text-right">
                        <div className="text-2xl font-bold text-text-primary">{cluster.score}/100</div>
                        <div className="text-xs text-text-secondary flex items-center gap-1">Score de risque<InfoTip content={TIPS.risk_score_inv} /></div>
                      </div>
                    </div>
                  </div>

                  <div className="grid grid-cols-2 md:grid-cols-5 gap-4 mb-3">
                    <div>
                      <div className="text-xs text-text-secondary mb-1">IPs</div>
                      <div className="text-text-primary font-bold">{cluster.unique_ips}</div>
                    </div>
                    <div>
                      <div className="text-xs text-text-secondary mb-1">Détections</div>
                      <div className="text-text-primary font-bold">{cluster.total_detections}</div>
                    </div>
                    <div>
                      <div className="text-xs text-text-secondary mb-1">Pays</div>
                      <div className="text-text-primary">
                        {cluster.countries[0] && (
                          <>
                            {getCountryFlag(cluster.countries[0].code)} {cluster.countries[0].code}
                          </>
                        )}
                      </div>
                    </div>
                    <div>
                      <div className="text-xs text-text-secondary mb-1 flex items-center gap-1">ASN<InfoTip content={TIPS.asn} /></div>
                      <div className="text-text-primary">AS{cluster.asn || '?'}</div>
                    </div>
                    <div>
                      <div className="text-xs text-text-secondary mb-1 flex items-center gap-1">Tendance<InfoTip content={TIPS.tendance} /></div>
                      <div className={`font-bold ${
                        cluster.trend === 'up' ? 'text-red-500' : 
                        cluster.trend === 'down' ? 'text-green-500' : 
                        'text-gray-400'
                      }`}>
                        {cluster.trend === 'up' ? '↑' : cluster.trend === 'down' ? '↓' : '→'} {cluster.trend_percentage}%
                      </div>
                    </div>
                  </div>

                  {cluster.ja4 && (
                    <div className="mb-3 p-2 bg-background-card rounded">
                      <div className="text-xs text-text-secondary mb-1 flex items-center gap-1">JA4 Principal<InfoTip content={TIPS.ja4} /></div>
                      <div className="font-mono text-xs text-text-primary break-all">{cluster.ja4}</div>
                    </div>
                  )}

                  <div className="flex gap-2">
                    <button
                      onClick={() => navigate(`/investigation/${cluster.sample_ip || cluster.subnet?.split('/')[0] || ''}`)}
                      className="px-3 py-1.5 bg-accent-primary text-white rounded text-sm hover:bg-accent-primary/80 transition-colors"
                    >
                      Investiguer
                    </button>
                    <button
                      onClick={() => navigate(`/entities/subnet/${encodeURIComponent((cluster.subnet || '').replace('/', '_'))}`)}
                      className="px-3 py-1.5 bg-background-card text-text-primary rounded text-sm hover:bg-background-card/80 transition-colors"
                    >
                      Voir détails
                    </button>
                    <button
                      onClick={() => {
                        // Quick classify
                        navigate(`/bulk-classify?ips=${encodeURIComponent(cluster.sample_ip || cluster.subnet?.split('/')[0] || '')}`);
                      }}
                      className="px-3 py-1.5 bg-background-card text-text-primary rounded text-sm hover:bg-background-card/80 transition-colors"
                    >
                      Classifier
                    </button>
                    <button
                      onClick={() => {
                        // Export STIX
                        const stixData = {
                          type: 'bundle',
                          id: `bundle--${cluster.id}`,
                          objects: [{
                            type: 'indicator',
                            id: `indicator--${cluster.id}`,
                            pattern: `[ipv4-addr:value = '${cluster.subnet?.split('/')[0] || ''}'`,
                            pattern_type: 'stix'
                          }]
                        };
                        const blob = new Blob([JSON.stringify(stixData, null, 2)], { type: 'application/json' });
                        const url = URL.createObjectURL(blob);
                        const a = document.createElement('a');
                        a.href = url;
                        a.download = `stix_${cluster.id}_${Date.now()}.json`;
                        document.body.appendChild(a);
                        a.click();
                        document.body.removeChild(a);
                      }}
                      className="px-3 py-1.5 bg-background-card text-text-primary rounded text-sm hover:bg-background-card/80 transition-colors"
                    >
                      Export STIX
                    </button>
                  </div>
                </div>
              </div>
            </div>
          ))}

          {clusters.length === 0 && (
            <div className="bg-background-secondary rounded-lg p-12 text-center">
              <h3 className="text-xl font-semibold text-text-primary mb-2">
                Aucun incident actif
              </h3>
              <p className="text-text-secondary">
                Le système ne détecte aucun incident prioritaire en ce moment.
              </p>
            </div>
          )}
        </div>
        </div>{/* end col-span-2 */}

        {/* Top threats sidebar — 1/3 */}
        <div className="sticky top-4">
          <div className="bg-background-secondary rounded-lg overflow-hidden">
            <div className="p-4 border-b border-background-card">
              <h3 className="text-base font-semibold text-text-primary">🔥 Top Menaces</h3>
            </div>
            <div className="divide-y divide-background-card">
              {clusters.slice(0, 12).map((cluster, index) => (
                <div
                  key={cluster.id}
                  className="px-4 py-3 flex items-center gap-3 hover:bg-background-card/50 transition-colors cursor-pointer"
                  onClick={() => navigate(`/investigation/${cluster.sample_ip || cluster.subnet?.split('/')[0] || ''}`)}
                >
                  <span className="text-text-disabled text-xs w-4">{index + 1}</span>
                  <div className="flex-1 min-w-0">
                    <div className="font-mono text-xs text-text-primary truncate">
                      {cluster.sample_ip || cluster.subnet?.split('/')[0] || 'Unknown'}
                    </div>
                    <div className="text-xs text-text-secondary flex gap-2 mt-0.5">
                      {cluster.countries[0] && (
                        <span>{getCountryFlag(cluster.countries[0].code)} {cluster.countries[0].code}</span>
                      )}
                      <span>AS{cluster.asn || '?'}</span>
                    </div>
                  </div>
                  <div className="flex flex-col items-end gap-1">
                    <span className={`px-1.5 py-0.5 rounded text-xs font-bold ${
                      cluster.score > 80 ? 'bg-red-500 text-white' :
                      cluster.score > 60 ? 'bg-orange-500 text-white' :
                      cluster.score > 40 ? 'bg-yellow-500 text-white' :
                      'bg-green-500 text-white'
                    }`}>
                      {cluster.score}
                    </span>
                    <span className={`text-xs font-bold ${
                      cluster.trend === 'up' ? 'text-red-500' :
                      cluster.trend === 'down' ? 'text-green-500' :
                      'text-gray-400'
                    }`}>
                      {cluster.trend === 'up' ? '↑' : cluster.trend === 'down' ? '↓' : '→'}
                    </span>
                  </div>
                </div>
              ))}
              {clusters.length === 0 && (
                <div className="px-4 py-8 text-center text-text-secondary text-sm">
                  Aucune menace active
                </div>
              )}
            </div>
          </div>
        </div>
      </div>{/* end grid */}
      <div className="mt-6">
        <MiniHeatmap />
      </div>
    </div>
  );
}

// ─── Mini Heatmap ─────────────────────────────────────────────────────────────

interface HeatmapHour {
  hour: number;
  hits: number;
  unique_ips: number;
}

function MiniHeatmap() {
  const [data, setData] = useState<HeatmapHour[]>([]);

  useEffect(() => {
    fetch('/api/heatmap/hourly')
      .then(r => r.ok ? r.json() : null)
      .then(d => { if (d) setData(d.hours ?? d.items ?? []); })
      .catch(() => {});
  }, []);

  if (data.length === 0) return null;

  const maxHits = Math.max(...data.map(d => d.hits), 1);

  const barColor = (hits: number) => {
    const pct = (hits / maxHits) * 100;
    if (pct >= 75) return 'bg-red-500/70';
    if (pct >= 50) return 'bg-purple-500/60';
    if (pct >= 25) return 'bg-blue-500/50';
    if (pct >= 5)  return 'bg-blue-400/30';
    return 'bg-slate-700/30';
  };

  return (
    <div className="bg-background-secondary border border-border rounded-lg p-4">
      <div className="text-sm font-semibold text-text-primary mb-3">⏱️ Activité par heure (72h)</div>
      <div className="flex items-end gap-px h-16">
        {data.map((d, i) => (
          <div key={i} className="relative flex-1 flex flex-col items-center justify-end group">
            <div
              className={`w-full rounded-sm ${barColor(d.hits)}`}
              style={{ height: `${Math.max((d.hits / maxHits) * 100, 2)}%` }}
            />
            <div className="absolute bottom-full left-1/2 -translate-x-1/2 mb-1 hidden group-hover:flex bg-background-card border border-border text-xs text-text-primary rounded px-2 py-1 whitespace-nowrap z-10 pointer-events-none">
              {d.hits.toLocaleString()} hits — {d.unique_ips} IPs
            </div>
            <div className="text-[9px] text-text-disabled mt-0.5 leading-none">
              {[0, 6, 12, 18].includes(d.hour) ? `${d.hour}h` : '\u00a0'}
            </div>
          </div>
        ))}
      </div>
    </div>
  );
}