package main import ( "context" "database/sql" "encoding/binary" "encoding/csv" "errors" "flag" "fmt" "log" "math" "os" "strings" "time" "weatherstation/internal/database" ) type stationInfo struct { ID string Alias string Lat float64 Lon float64 Z int Y int X int } type tileRec struct { DT time.Time Width, Height int West, South float64 East, North float64 ResDeg float64 Data []byte } func main() { var stationID string var startStr string var endStr string var outPath string var verbose bool flag.StringVar(&stationID, "station_id", "", "站点ID(留空表示全部WH65LP且有经纬度的站)") flag.StringVar(&startStr, "start", "", "起始时间(YYYY-MM-DD HH:MM:SS,CST)") flag.StringVar(&endStr, "end", "", "结束时间(YYYY-MM-DD HH:MM:SS,CST)") flag.StringVar(&outPath, "out", "radar_stats.csv", "输出CSV文件路径") flag.BoolVar(&verbose, "info", false, "输出详细过程信息") flag.Parse() if strings.TrimSpace(startStr) == "" || strings.TrimSpace(endStr) == "" { log.Fatalln("必须提供 --start 与 --end,格式 YYYY-MM-DD HH:MM:SS") } loc, _ := time.LoadLocation("Asia/Shanghai") if loc == nil { loc = time.FixedZone("CST", 8*3600) } startT, err := time.ParseInLocation("2006-01-02 15:04:05", startStr, loc) if err != nil { log.Fatalf("解析 start 失败: %v", err) } endT, err := time.ParseInLocation("2006-01-02 15:04:05", endStr, loc) if err != nil { log.Fatalf("解析 end 失败: %v", err) } if !endT.After(startT) { log.Fatalln("结束时间必须大于起始时间") } // 初始化数据库 _ = database.GetDB() defer database.Close() // 获取站点列表 stations, err := listStations(database.GetDB(), stationID) if err != nil { log.Fatalf("查询站点失败: %v", err) } if len(stations) == 0 { log.Fatalln("没有符合条件的站点") } if verbose { log.Printf("站点数量: %d", len(stations)) for _, s := range stations { log.Printf("站点: id=%s alias=%s lat=%.5f lon=%.5f z/y/x=%d/%d/%d", s.ID, s.Alias, s.Lat, s.Lon, s.Z, s.Y, s.X) } } // 创建CSV f, err := os.Create(outPath) if err != nil { log.Fatalf("创建输出文件失败: %v", err) } defer f.Close() w := csv.NewWriter(f) defer w.Flush() header := []string{ "station_id", "station_alias", "dt", "lat", "lon", "wind_speed_ms", "wind_dir_deg", "sector_ge40_cnt", "sector_ge40_sum", "sector_ge30_cnt", "sector_ge30_sum", "circle_ge40_cnt", "circle_ge40_sum", "circle_ge30_cnt", "circle_ge30_sum", "rs485_rain_total_mm", } if err := w.Write(header); err != nil { log.Fatalf("写入CSV表头失败: %v", err) } ctx := context.Background() totalRows := 0 var totalTiles, skipNoZYX, skipNoWind, skipDecode int for _, s := range stations { if s.Z == 0 && s.Y == 0 && s.X == 0 { log.Printf("跳过站点 %s(无z/y/x映射)", s.ID) skipNoZYX++ continue } tiles, err := listTiles(ctx, database.GetDB(), s.Z, s.Y, s.X, startT, endT) if err != nil { log.Printf("查询瓦片失败 station=%s: %v", s.ID, err) continue } totalTiles += len(tiles) if verbose { log.Printf("站点 %s 瓦片数量: %d", s.ID, len(tiles)) } if len(tiles) == 0 { log.Printf("站点 %s 在范围内无瓦片", s.ID) } for _, t := range tiles { // 10分钟向下取整时间(bucket) bucket := bucket10(t.DT, loc) // NOTE: 按需改为用 station_id 匹配 radar_weather.alias windSpeed, windDir, ok, err := loadWindAt(database.GetDB(), s.ID, bucket) if err != nil { log.Printf("读取风失败 %s @%s: %v", s.ID, t.DT.Format(time.RFC3339), err) continue } if !ok { // 无风场:跳过该时次 skipNoWind++ if verbose { log.Printf("跳过: %s 瓦片@%s(桶=%s)在 radar_weather(alias=%s) 无记录", s.ID, t.DT.In(loc).Format("2006-01-02 15:04:05"), bucket.Format("2006-01-02 15:04:05"), s.ID) } continue } // 解码 dBZ 网格 vals, xs, ys, err := decodeTile(t) if err != nil { log.Printf("解码瓦片失败 %s @%s: %v", s.ID, t.DT.Format(time.RFC3339), err) skipDecode++ continue } // 统计 sec40Cnt, sec40Sum, sec30Cnt, sec30Sum, cir40Cnt, cir40Sum, cir30Cnt, cir30Sum := computeStats(vals, xs, ys, s.Lat, s.Lon, windSpeed, windDir) // 最近一条累计雨量 rainTotal, rainOK := loadNearestRain(database.GetDB(), s.ID, t.DT) if verbose { log.Printf("写出: %s dt=%s wind=%.3f m/s %.1f° 扇形(>=40:%d/%.1f >=30:%d/%.1f) 圆形(>=40:%d/%.1f >=30:%d/%.1f) rain_total=%v(%.3f)", s.ID, t.DT.In(loc).Format("2006-01-02 15:04:05"), windSpeed, windDir, sec40Cnt, sec40Sum, sec30Cnt, sec30Sum, cir40Cnt, cir40Sum, cir30Cnt, cir30Sum, rainOK, rainTotal, ) } rec := []string{ s.ID, s.Alias, t.DT.In(loc).Format("2006-01-02 15:04:05"), fmt.Sprintf("%.6f", s.Lat), fmt.Sprintf("%.6f", s.Lon), fmt.Sprintf("%.3f", windSpeed), fmt.Sprintf("%.2f", windDir), fmt.Sprintf("%d", sec40Cnt), fmt.Sprintf("%.1f", sec40Sum), fmt.Sprintf("%d", sec30Cnt), fmt.Sprintf("%.1f", sec30Sum), fmt.Sprintf("%d", cir40Cnt), fmt.Sprintf("%.1f", cir40Sum), fmt.Sprintf("%d", cir30Cnt), fmt.Sprintf("%.1f", cir30Sum), fmt.Sprintf("%.3f", rainTotal), } if err := w.Write(rec); err != nil { log.Printf("写入CSV失败: %v", err) } totalRows++ } } w.Flush() if err := w.Error(); err != nil { log.Fatalf("写入CSV失败: %v", err) } if verbose { log.Printf("汇总: 站点数=%d 瓦片总数=%d 跳过(无z/y/x)=%d 跳过(无风)=%d 跳过(解码失败)=%d", len(stations), totalTiles, skipNoZYX, skipNoWind, skipDecode) } log.Printf("完成,输出 %d 行到 %s", totalRows, outPath) } func listStations(db *sql.DB, stationID string) ([]stationInfo, error) { // 与前端一致:device_type='WH65LP' 且 lat/lon 非空且非零 if strings.TrimSpace(stationID) != "" { const q = ` SELECT station_id, CASE WHEN COALESCE(station_alias,'')='' THEN station_id ELSE station_alias END AS alias, latitude, longitude, COALESCE(z,0), COALESCE(y,0), COALESCE(x,0) FROM stations WHERE device_type='WH65LP' AND station_id=$1 AND latitude IS NOT NULL AND longitude IS NOT NULL AND latitude<>0 AND longitude<>0` var s stationInfo err := db.QueryRow(q, stationID).Scan(&s.ID, &s.Alias, &s.Lat, &s.Lon, &s.Z, &s.Y, &s.X) if err != nil { if errors.Is(err, sql.ErrNoRows) { return nil, nil } return nil, err } return []stationInfo{s}, nil } const qAll = ` SELECT station_id, CASE WHEN COALESCE(station_alias,'')='' THEN station_id ELSE station_alias END AS alias, latitude, longitude, COALESCE(z,0), COALESCE(y,0), COALESCE(x,0) FROM stations WHERE device_type='WH65LP' AND latitude IS NOT NULL AND longitude IS NOT NULL AND latitude<>0 AND longitude<>0 ORDER BY station_id` rows, err := db.Query(qAll) if err != nil { return nil, err } defer rows.Close() var out []stationInfo for rows.Next() { var s stationInfo if err := rows.Scan(&s.ID, &s.Alias, &s.Lat, &s.Lon, &s.Z, &s.Y, &s.X); err == nil { out = append(out, s) } } return out, nil } func listTiles(ctx context.Context, db *sql.DB, z, y, x int, from, to time.Time) ([]tileRec, error) { const q = ` SELECT dt, width, height, west, south, east, north, res_deg, data FROM radar_tiles WHERE z=$1 AND y=$2 AND x=$3 AND dt BETWEEN $4 AND $5 ORDER BY dt ASC` rows, err := db.QueryContext(ctx, q, z, y, x, from, to) if err != nil { return nil, err } defer rows.Close() var out []tileRec for rows.Next() { var r tileRec if err := rows.Scan(&r.DT, &r.Width, &r.Height, &r.West, &r.South, &r.East, &r.North, &r.ResDeg, &r.Data); err == nil { out = append(out, r) } } return out, nil } func bucket10(t time.Time, loc *time.Location) time.Time { tt := t.In(loc) m := (tt.Minute() / 10) * 10 return time.Date(tt.Year(), tt.Month(), tt.Day(), tt.Hour(), m, 0, 0, loc) } // loadWindAt 以别名(alias)精确匹配 radar_weather;本导出按需传入 station_id 作为 alias 参数 func loadWindAt(db *sql.DB, alias string, dt time.Time) (speedMS float64, dirDeg float64, ok bool, err error) { const q = ` SELECT wind_speed, wind_direction FROM radar_weather WHERE alias=$1 AND dt=$2 LIMIT 1` var s, d sql.NullFloat64 err = db.QueryRow(q, alias, dt).Scan(&s, &d) if err == sql.ErrNoRows { return 0, 0, false, nil } if err != nil { return 0, 0, false, err } if !s.Valid || !d.Valid { return 0, 0, false, nil } return s.Float64, d.Float64, true, nil } func loadNearestRain(db *sql.DB, stationID string, dt time.Time) (rainTotal float64, ok bool) { // 取最近一条累计雨量(单位mm)。如不存在返回0,false const q = ` SELECT rainfall FROM rs485_weather_data WHERE station_id=$1 ORDER BY ABS(EXTRACT(EPOCH FROM (timestamp - $2))) ASC LIMIT 1` var r sql.NullFloat64 if err := db.QueryRow(q, stationID, dt).Scan(&r); err != nil { return 0, false } if !r.Valid { return 0, false } return r.Float64, true } func decodeTile(t tileRec) (vals [][]*float64, xs []float64, ys []float64, err error) { w, h := t.Width, t.Height if w <= 0 || h <= 0 { return nil, nil, nil, fmt.Errorf("非法尺寸") } if len(t.Data) < w*h*2 { return nil, nil, nil, fmt.Errorf("数据长度不足") } xs = make([]float64, w) for c := 0; c < w; c++ { xs[c] = t.West + (float64(c)+0.5)*t.ResDeg } ys = make([]float64, h) for r := 0; r < h; r++ { ys[r] = t.South + (float64(r)+0.5)*t.ResDeg } vals = make([][]*float64, h) off := 0 for r := 0; r < h; r++ { row := make([]*float64, w) for c := 0; c < w; c++ { v := int16(binary.BigEndian.Uint16(t.Data[off : off+2])) off += 2 if v >= 32766 { row[c] = nil continue } dbz := float64(v) / 10.0 if dbz < 0 { dbz = 0 } else if dbz > 75 { dbz = 75 } vv := dbz row[c] = &vv } vals[r] = row } return vals, xs, ys, nil } func computeStats(vals [][]*float64, xs, ys []float64, stLat, stLon, windMS, windFromDeg float64) ( sec40Cnt int, sec40Sum float64, sec30Cnt int, sec30Sum float64, cir40Cnt int, cir40Sum float64, cir30Cnt int, cir30Sum float64, ) { h := len(vals) if h == 0 { return } w := len(vals[0]) // 半径(米)与半角 halfAngle := 30.0 rangeM := windMS * 3 * 3600 circleR := 8000.0 for r := 0; r < h; r++ { lat := ys[r] row := vals[r] for c := 0; c < w; c++ { if row[c] == nil { continue } dbz := *row[c] lon := xs[c] dist := haversine(stLat, stLon, lat, lon) // 8km 圆 if dist <= circleR { if dbz >= 40 { cir40Cnt++ cir40Sum += dbz } if dbz >= 30 { cir30Cnt++ cir30Sum += dbz } } // 扇形(需同时满足距离与角度) if dist <= rangeM { brg := bearingDeg(stLat, stLon, lat, lon) if angDiff(brg, windFromDeg) <= halfAngle { if dbz >= 40 { sec40Cnt++ sec40Sum += dbz } if dbz >= 30 { sec30Cnt++ sec30Sum += dbz } } } } } return } func toRad(d float64) float64 { return d * math.Pi / 180 } func toDeg(r float64) float64 { return r * 180 / math.Pi } func haversine(lat1, lon1, lat2, lon2 float64) float64 { const R = 6371000.0 dLat := toRad(lat2 - lat1) dLon := toRad(lon2 - lon1) a := math.Sin(dLat/2)*math.Sin(dLat/2) + math.Cos(toRad(lat1))*math.Cos(toRad(lat2))*math.Sin(dLon/2)*math.Sin(dLon/2) c := 2 * math.Atan2(math.Sqrt(a), math.Sqrt(1-a)) return R * c } func bearingDeg(lat1, lon1, lat2, lon2 float64) float64 { φ1 := toRad(lat1) φ2 := toRad(lat2) Δλ := toRad(lon2 - lon1) y := math.Sin(Δλ) * math.Cos(φ2) x := math.Cos(φ1)*math.Sin(φ2) - math.Sin(φ1)*math.Cos(φ2)*math.Cos(Δλ) brg := toDeg(math.Atan2(y, x)) if brg < 0 { brg += 360 } return brg } func angDiff(a, b float64) float64 { d := math.Mod(a-b+540, 360) - 180 if d < 0 { d = -d } return math.Abs(d) }