city_aqi o3_8h，综指，首要污染物计算

jinpengyong

2021-11-03 9485a0cb33bb4535bb553a5bf49debeadbe0c89d

 screen-common/src/main/java/com/moral/util/AmendUtils.java

@@ -60,7 +60,7 @@
                Double o3 = Double.parseDouble(dataValue.get(Constants.SENSOR_CODE_O3).toString());

                //O3数据标记位
                Object flag = dataValue.get(Constants.SENSOR_CODE_O3 + Constants.MARKER_BIT_KEY);
                Object flag = dataValue.get(Constants.SENSOR_CODE_O3 + "-" + Constants.MARKER_BIT_KEY);
                //剔除有效性不足的数据
                if (!Constants.MARKER_BIT_TRUE.equals(flag)) {
                    continue;
@@ -68,12 +68,12 @@

                //剔除超过上下限的数据
                if (!ObjectUtils.isEmpty(upper)) {
                    if (o3 < (Double) upper) {
                    if (o3 > (Double) upper) {
                        continue;
                    }
                }
                if (!ObjectUtils.isEmpty(lower)) {
                    if (o3 > (Double) upper) {
                    if (o3 < (Double) lower) {
                        continue;
                    }
                }
@@ -102,6 +102,69 @@
        return result;
    }

    //城市aqi日均值
    public static Double o3OfDay(List<Map<String, Object>> value) {
        List<Map<String, Object>> o3_8H = getO3_8H(value);
        if (!ObjectUtils.isEmpty(o3_8H)) {
            double o3 = 0d;
            for (Map<String, Object> o : o3_8H) {
                double temp = (double) o.get("o3");
                if (temp > o3) {
                    o3 = temp;
                }
            }
            return sciCal(o3, 0);
        }
        return null;
    }

    /**
     * @param data 数据 time:Date类型,臭氧key:o3
     * @return 功能：臭氧8小时滑动值计算
     */
    public static List<Map<String, Object>> getO3_8H(List<Map<String, Object>> data) {
        Date time1 = null;
        Date time2 = null;
        for (Map<String, Object> datum : data) {
            Date time = (Date) datum.get("time");
            if (DateUtils.getHour(time) == 0) {
                time2 = DateUtils.getDate(DateUtils.dateToDateString(time, DateUtils.yyyy_MM_dd_EN));
            } else {
                time1 = DateUtils.getDate(DateUtils.dateToDateString(time, DateUtils.yyyy_MM_dd_EN));
            }
        }

        List<Map<String, Object>> result = new ArrayList<>();
        for (int i = 8; i <= 24; i++) {
            Map<String, Object> map = new HashMap<>();
            if (i < 24) {
                map.put("time", ObjectUtils.isEmpty(time1) ? null : DateUtils.addHours(time1, i));
            } else {
                map.put("time", ObjectUtils.isEmpty(time2) ? null : time2);
            }
            List<Double> value = new ArrayList<>();
            for (Map<String, Object> dataMap : data) {
                Map<String, Object> sensorValue = JSONObject.parseObject((String) dataMap.get("value"), Map.class);
                Double o3 = Double.parseDouble(sensorValue.get("o3").toString());
                Date time = (Date) dataMap.get("time");
                int hour = DateUtils.getHour(time);
                if (hour == 0) {
                    hour = 24;
                }
                if (hour <= i && hour >= i - 7) {
                    value.add(o3);
                }
            }
            if (value.size() < 6) {
                continue;
            }
            double average = value.stream().mapToDouble(aDouble -> aDouble).summaryStatistics().getAverage();
            map.put("o3", average);
            result.add(map);
        }
        return result;
    }

    /**
     * @param params 参数
     * @return 功能：风向均值计算
@@ -115,18 +178,21 @@
        Object windSpeedUpper = params.get("windSpeedUpper");
        Object windSpeedLower = params.get("windSpeedLower");

        double avgDir;
        double sumSin = 0d;
        double sumCos = 0d;
        int size = 0;
        Double avgDir = null;
        Double sumSin = 0d;
        Double sumCos = 0d;
        Integer size = 0;
        for (Map<String, Object> map : data) {
            Map<String, Object> dataValue = JSONObject.parseObject((String) map.get("value"), Map.class);
            Object wind = dataValue.get(Constants.SENSOR_CODE_WIND_DIR);
            Object speed = dataValue.get(Constants.SENSOR_CODE_WIND_SPEED);
            Object flagDir = dataValue.get(Constants.SENSOR_CODE_WIND_DIR + Constants.MARKER_BIT_KEY);
            Object flagSpeed = dataValue.get(Constants.SENSOR_CODE_WIND_SPEED + Constants.MARKER_BIT_KEY);
            if (!Constants.MARKER_BIT_TRUE.equals(flagDir) || !Constants.MARKER_BIT_TRUE.equals(flagSpeed)) {
                continue;
            Object flagDir = dataValue.get(Constants.SENSOR_CODE_WIND_DIR + "-" + Constants.MARKER_BIT_KEY);
            Object flagSpeed = dataValue.get(Constants.SENSOR_CODE_WIND_SPEED + "-" + Constants.MARKER_BIT_KEY);

            if (!ObjectUtils.isEmpty(flagDir) && !ObjectUtils.isEmpty(flagSpeed)) {
                if (!Constants.MARKER_BIT_TRUE.equals(flagDir) || !Constants.MARKER_BIT_TRUE.equals(flagSpeed)) {
                    continue;
                }
            }

            if (ObjectUtils.isEmpty(wind) || ObjectUtils.isEmpty(speed)) {
@@ -137,25 +203,25 @@

            //剔除风速和风向超过上下限范围的数据
            if (!ObjectUtils.isEmpty(windDirUpper)) {
                if (windDir < (Double) windDirUpper) {
                if (windDir > (Double) windDirUpper) {
                    continue;
                }
            }

            if (!ObjectUtils.isEmpty(windDirLower)) {
                if (windDir > (Double) windDirLower) {
                if (windDir < (Double) windDirLower) {
                    continue;
                }
            }

            if (!ObjectUtils.isEmpty(windSpeedUpper)) {
                if (windSpeed < (Double) windSpeedUpper) {
                if (windSpeed > (Double) windSpeedUpper) {
                    continue;
                }
            }

            if (!ObjectUtils.isEmpty(windSpeedLower)) {
                if (windSpeed > (Double) windSpeedLower) {
                if (windSpeed < (Double) windSpeedLower) {
                    continue;
                }
            }
@@ -179,17 +245,17 @@
            avgDir = Math.atan(avgSin / avgCos) * 180 / Math.PI + 180;
        } else if (avgSin < 0 && avgCos > 0) {
            avgDir = Math.atan(avgSin / avgCos) * 180 / Math.PI + 360;
        } else {
            avgDir = 0;
        }
        double v = sciCal(avgDir, 4);
        result.put(Constants.SENSOR_CODE_WIND_DIR, v);
        if ("hour".equals(type)) {
            //有效值>=45个,打标记位 N,<45打H   H:有效性不足
            if (size >= 45) {
                result.put(Constants.SENSOR_CODE_WIND_DIR + Constants.MARKER_BIT_KEY, Constants.MARKER_BIT_TRUE);
            } else {
                result.put(Constants.SENSOR_CODE_WIND_DIR + Constants.MARKER_BIT_KEY, Constants.MARKER_BIT_FALSE);
        if (!ObjectUtils.isEmpty(avgDir)) {
            double v = sciCal(avgDir, 4);
            result.put(Constants.SENSOR_CODE_WIND_DIR, v);
            if ("hour".equals(type)) {
                //有效值>=45个,打标记位 N,<45打H   H:有效性不足
                if (size >= 45) {
                    result.put(Constants.SENSOR_CODE_WIND_DIR + "-" + Constants.MARKER_BIT_KEY, Constants.MARKER_BIT_TRUE);
                } else {
                    result.put(Constants.SENSOR_CODE_WIND_DIR + "-" + Constants.MARKER_BIT_KEY, Constants.MARKER_BIT_FALSE);
                }
            }
        }
        return result;
@@ -224,22 +290,18 @@
        for (Map<String, Object> dataMap : list) {
            Map<String, Object> dataValue = JSONObject.parseObject((String) dataMap.get("value"), Map.class);
            Object o = dataValue.get(Constants.SENSOR_CODE_CO);
            Object flag = dataValue.get(Constants.SENSOR_CODE_CO + Constants.MARKER_BIT_KEY);
            if (!Constants.MARKER_BIT_TRUE.equals(flag)) {
                continue;
            }
            if (ObjectUtils.isEmpty(o)) {
                continue;
            }
            Double co = Double.parseDouble(o.toString());
            //剔除超过上下限的数据
            if (!ObjectUtils.isEmpty(upper)) {
                if (co < (Double) upper) {
                if (co > (Double) upper) {
                    continue;
                }
            }
            if (!ObjectUtils.isEmpty(lower)) {
                if (co > (Double) upper) {
                if (co < (Double) lower) {
                    continue;
                }
            }
@@ -262,22 +324,18 @@
        for (Map<String, Object> dataMap : list) {
            Map<String, Object> dataValue = JSONObject.parseObject((String) dataMap.get("value"), Map.class);
            Object o = dataValue.get(Constants.SENSOR_CODE_O3);
            Object flag = dataValue.get(Constants.SENSOR_CODE_O3 + Constants.MARKER_BIT_KEY);
            if (!Constants.MARKER_BIT_TRUE.equals(flag)) {
                continue;
            }
            if (ObjectUtils.isEmpty(o)) {
                continue;
            }
            Double o3 = Double.parseDouble(o.toString());
            //剔除超过上下限的数据
            if (!ObjectUtils.isEmpty(upper)) {
                if (o3 < (Double) upper) {
                if (o3 > (Double) upper) {
                    continue;
                }
            }
            if (!ObjectUtils.isEmpty(lower)) {
                if (o3 > (Double) upper) {
                if (o3 < (Double) lower) {
                    continue;
                }
            }