"""
Endpoints pour la heatmap temporelle (hits par heure / hôte)
"""
from collections import defaultdict
from fastapi import APIRouter, HTTPException, Query

from ..database import db

router = APIRouter(prefix="/api/heatmap", tags=["heatmap"])


@router.get("/hourly")
async def get_heatmap_hourly():
    """Hits agrégés par heure sur les 72 dernières heures."""
    try:
        sql = """
        SELECT
            toHour(window_start)                                                    AS hour,
            sum(hits)                                                               AS hits,
            uniq(replaceRegexpAll(toString(src_ip), '^::ffff:', ''))               AS unique_ips,
            max(max_requests_per_sec)                                               AS max_rps
        FROM mabase_prod.agg_host_ip_ja4_1h
        WHERE window_start >= now() - INTERVAL 72 HOUR
        GROUP BY hour
        ORDER BY hour ASC
        """
        result = db.query(sql)
        hours = [
            {
                "hour":       int(row[0]),
                "hits":       int(row[1]),
                "unique_ips": int(row[2]),
                "max_rps":    int(row[3]),
            }
            for row in result.result_rows
        ]
        return {"hours": hours}
    except Exception as e:
        raise HTTPException(status_code=500, detail=str(e))


@router.get("/top-hosts")
async def get_heatmap_top_hosts(limit: int = Query(20, ge=1, le=100)):
    """Hôtes les plus ciblés avec répartition horaire sur 24h."""
    try:
        # Aggregate overall stats per host
        agg_sql = """
        SELECT
            host,
            sum(hits)                                                               AS total_hits,
            uniq(replaceRegexpAll(toString(src_ip), '^::ffff:', ''))               AS unique_ips,
            uniq(ja4)                                                               AS unique_ja4s
        FROM mabase_prod.agg_host_ip_ja4_1h
        WHERE window_start >= now() - INTERVAL 72 HOUR
        GROUP BY host
        ORDER BY total_hits DESC
        LIMIT %(limit)s
        """
        agg_res = db.query(agg_sql, {"limit": limit})
        top_hosts = [str(r[0]) for r in agg_res.result_rows]
        host_stats = {
            str(r[0]): {
                "host":       str(r[0]),
                "total_hits": int(r[1]),
                "unique_ips": int(r[2]),
                "unique_ja4s":int(r[3]),
            }
            for r in agg_res.result_rows
        }

        if not top_hosts:
            return {"items": []}

        # Hourly breakdown per host
        hourly_sql = """
        SELECT
            host,
            toHour(window_start) AS hour,
            sum(hits)            AS hits
        FROM mabase_prod.agg_host_ip_ja4_1h
        WHERE window_start >= now() - INTERVAL 72 HOUR
          AND host IN %(hosts)s
        GROUP BY host, hour
        """
        hourly_res = db.query(hourly_sql, {"hosts": top_hosts})

        hourly_map: dict = defaultdict(lambda: [0] * 24)
        for row in hourly_res.result_rows:
            h    = str(row[0])
            hour = int(row[1])
            hits = int(row[2])
            hourly_map[h][hour] += hits

        items = []
        for host in top_hosts:
            entry = dict(host_stats[host])
            entry["hourly_hits"] = hourly_map[host]
            items.append(entry)

        return {"items": items}
    except Exception as e:
        raise HTTPException(status_code=500, detail=str(e))


@router.get("/matrix")
async def get_heatmap_matrix():
    """Matrice top-15 hôtes × 24 heures (sum hits) sur les 72 dernières heures."""
    try:
        top_sql = """
        SELECT host, sum(hits) AS total_hits
        FROM mabase_prod.agg_host_ip_ja4_1h
        WHERE window_start >= now() - INTERVAL 72 HOUR
        GROUP BY host
        ORDER BY total_hits DESC
        """
        top_res   = db.query(top_sql)
        top_hosts = [str(r[0]) for r in top_res.result_rows]

        if not top_hosts:
            return {"hosts": [], "matrix": []}

        cell_sql = """
        SELECT
            host,
            toHour(window_start) AS hour,
            sum(hits)            AS hits
        FROM mabase_prod.agg_host_ip_ja4_1h
        WHERE window_start >= now() - INTERVAL 72 HOUR
          AND host IN %(hosts)s
        GROUP BY host, hour
        """
        cell_res = db.query(cell_sql, {"hosts": top_hosts})

        matrix_map: dict = defaultdict(lambda: [0] * 24)
        for row in cell_res.result_rows:
            h    = str(row[0])
            hour = int(row[1])
            hits = int(row[2])
            matrix_map[h][hour] += hits

        matrix = [matrix_map[h] for h in top_hosts]
        return {"hosts": top_hosts, "matrix": matrix}
    except Exception as e:
        raise HTTPException(status_code=500, detail=str(e))