cjl
2024-04-01 f70a481c8658ae60a1827486c81d6b37ad575b07
screen-job/src/main/java/com/moral/api/service/impl/HistoryWeeklyServiceImpl.java
@@ -57,8 +57,8 @@
        Date end = DateUtils.addDays(start, 7);
        //因子
        QueryWrapper<Sensor> sensorQueryWrapper = new QueryWrapper<>();
        sensorQueryWrapper.select("code").eq("is_delete", Constants.NOT_DELETE);
        List<Object> sensorCodes = sensorService.listObjs(sensorQueryWrapper);
        sensorQueryWrapper.select("code", "lower", "upper").eq("is_delete", Constants.NOT_DELETE);
        List<Sensor> sensors = sensorService.list(sensorQueryWrapper);
        //获取所有设备日数据
        QueryWrapper<HistoryDaily> historyDailyQueryWrapper = new QueryWrapper<>();
@@ -81,49 +81,107 @@
            dataMap.put("time", start);
            //风向均值计算并修约
            Object windDirAvg = AmendUtils.getWindDirAvg(value);
            if (windDirAvg != null) {
                jsonMap.put(Constants.SENSOR_CODE_WIND_DIR, windDirAvg);
            Map<String, Object> params = new HashMap<>();
            params.put("data", value);
            params.put("type", "week");
            for (Sensor sensor : sensors) {
                String sensorCode = sensor.getCode();
                if (sensorCode.equals(Constants.SENSOR_CODE_WIND_DIR)) {
                    if (sensor.getUpper() != null) {
                        params.put("windDirUpper", sensor.getUpper());
                    }
                    if (sensor.getLower() != null) {
                        params.put("windDirLower", sensor.getLower());
                    }
                }
                if (sensorCode.equals(Constants.SENSOR_CODE_WIND_SPEED)) {
                    if (sensor.getUpper() != null) {
                        params.put("windSpeedUpper", sensor.getUpper());
                    }
                    if (sensor.getLower() != null) {
                        params.put("windSpeedLower", sensor.getLower());
                    }
                }
                if (sensorCode.equals(Constants.SENSOR_CODE_CO)) {
                    if (sensor.getUpper() != null) {
                        params.put("coUpper", sensor.getUpper());
                    }
                    if (sensor.getLower() != null) {
                        params.put("coLower", sensor.getLower());
                    }
                }
                if (sensorCode.equals(Constants.SENSOR_CODE_O3)) {
                    if (sensor.getUpper() != null) {
                        params.put("o3Upper", sensor.getUpper());
                    }
                    if (sensor.getLower() != null) {
                        params.put("o3Lower", sensor.getLower());
                    }
                }
            }
            //风向计算
            Map<String, Object> windDirAvg = AmendUtils.getWindDirAvg(params);
            if (!ObjectUtils.isEmpty(windDirAvg)) {
                jsonMap.putAll(windDirAvg);
            }
            //CO 95百分位计算并修约
            Object coAvg = AmendUtils.getCOAvgOfWeekOrMonth(value);
            if (coAvg != null) {
                jsonMap.put(Constants.SENSOR_CODE_CO, coAvg);
            Map<String, Object> coAvgOfWeekOrMonth = AmendUtils.getCOAvgOfWeekOrMonth(params);
            if (!ObjectUtils.isEmpty(coAvgOfWeekOrMonth)) {
                jsonMap.putAll(coAvgOfWeekOrMonth);
            }
            //O3 90百分位计算并修约
            Object o3Avg = AmendUtils.getO3AvgOfWeekOrMonth(value);
            if (o3Avg != null) {
                jsonMap.put(Constants.SENSOR_CODE_O3, o3Avg);
            Map<String, Object> o3AvgOfWeekOrMonth = AmendUtils.getO3AvgOfWeekOrMonth(params);
            if (!ObjectUtils.isEmpty(o3AvgOfWeekOrMonth)) {
                jsonMap.putAll(o3AvgOfWeekOrMonth);
            }
            sensorCodes.forEach(sensorCode -> {
            sensors.forEach(sensor -> {
                String sensorCode = sensor.getCode();
                Double upper = sensor.getUpper();
                Double lower = sensor.getLower();
                OptionalDouble optionalDouble = value.parallelStream()
                        .flatMapToDouble(v -> {
                            Map<String, Object> dataValue = JSONObject.parseObject((String) v.get("value"), Map.class);
                            Object sensorValue = dataValue.get(sensorCode.toString());
                            Object sensorValue = dataValue.get(sensorCode);
                            if (ObjectUtils.isEmpty(sensorValue)) {
                                return null;
                            }
                            //风向另外计算
                            //风向单独计算
                            if (Constants.SENSOR_CODE_WIND_DIR.equals(sensorCode)) {
                                return null;
                            }
                            //CO另外计算
                            //CO单独计算
                            if (Constants.SENSOR_CODE_CO.equals(sensorCode)) {
                                return null;
                            }
                            //O3另外计算
                            //O3单独计算
                            if (Constants.SENSOR_CODE_O3.equals(sensorCode)) {
                                return null;
                            }
                            return DoubleStream.of(Double.parseDouble(sensorValue.toString()));
                            //剔除数据超过上下限的数据
                            double aDouble = Double.parseDouble(sensorValue.toString());
                            if (!ObjectUtils.isEmpty(upper)) {
                                if (aDouble > upper) {
                                    return null;
                                }
                            }
                            if (!ObjectUtils.isEmpty(lower)) {
                                if (aDouble < lower) {
                                    return null;
                                }
                            }
                            return DoubleStream.of(aDouble);
                        }).average();
                if (optionalDouble.isPresent()) {
                    //银行家算法修约
                    double sciCal = AmendUtils.sciCal(optionalDouble.getAsDouble(), 4);
                    jsonMap.put(sensorCode.toString(), sciCal);
                    jsonMap.put(sensorCode, sciCal);
                }
            });
            dataMap.put("value", JSONObject.toJSONString(jsonMap));