test

jpy

2023-05-27 41a8d1d5ff0192baaba3130f3113a6ccfbcf6a33

 screen-api/src/main/java/com/moral/api/service/impl/CityAqiServiceImpl.java

@@ -9,10 +9,12 @@
import com.moral.api.mapper.CityAqiMapper;
import com.moral.api.mapper.DeviceMapper;
import com.moral.api.mapper.ForecastMapper;
import com.moral.api.mapper.SysAreaMapper;
import com.moral.api.pojo.dto.cityAQI.CityPollutionLevel;
import com.moral.api.pojo.dto.cityAQI.ConcentrationAndPercent;
import com.moral.api.pojo.form.aqi.AirQualityComparisonForm;
import com.moral.api.pojo.vo.cityAQI.AirQualityComparisonVO;
import com.moral.api.pojo.vo.cityAQI.CityAreaRangeVO;
import com.moral.api.service.*;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
import com.moral.constant.Constants;
@@ -30,7 +32,7 @@
import org.springframework.stereotype.Service;
import org.springframework.util.ObjectUtils;

import java.text.DecimalFormat;
import java.math.BigDecimal;
import java.text.SimpleDateFormat;
import java.util.*;
import java.util.stream.Collectors;
@@ -82,6 +84,12 @@

    @Autowired
    private HistoryHourlyService historyHourlyService;

    @Autowired
    SpecialCitiesProperties citiesProperties;

    @Autowired
    private SysAreaMapper sysAreaMapper;

    @Override
    public List<Map<String, Object>> measuredCompareForecastOfO3(Map<String, Object> params) {
@@ -454,32 +462,33 @@
        wrapper.select("city_code", "value")
                .eq("time", time)
                .in("city_code", regionCodes);
        List<Map<String, Object>> dayData = cityAqiDailyService.listMaps(wrapper);
        for (Map<String, Object> dayDatum : dayData) {
            Map<String, Object> value = JSONObject.parseObject((String) dayDatum.get("value"), Map.class);
            List<String> primaryPollutantNames = (List<String>) value.get("primaryPollutant");
        List<CityAqiDaily> dayData = cityAqiDailyService.list(wrapper);
        for (CityAqiDaily cityAqiDaily : dayData) {
            Map<String, Object> resultMap = JSONObject.parseObject(cityAqiDaily.getValue(), Map.class);
            resultMap.put("O3_8H", resultMap.remove("O3"));
            List<String> primaryPollutantNames = (List<String>) resultMap.get("primaryPollutant");
            String primaryPollutant = "";
            if (!ObjectUtils.isEmpty(primaryPollutantNames)) {
                primaryPollutant = primaryPollutantNames.stream().map(String::valueOf).collect(Collectors.joining(","));
            }
            value.put("primaryPollutant", primaryPollutant);
            resultMap.put("primaryPollutant", primaryPollutant);


            //城市名
            for (SysArea sysArea : sysAreas) {
                if (dayDatum.get("city_code").equals(sysArea.getAreaCode())) {
                    value.put("cityName", sysArea.getAreaName());
                if (cityAqiDaily.getCityCode().equals(sysArea.getAreaCode())) {
                    resultMap.put("cityName", sysArea.getAreaName());
                    break;
                }
            }
            result.add(value);
            result.add(resultMap);
        }
        return result;
    }

    /**
     * @param sysAreas 所要获取城市集合
     * @param time     所要获取数据的时间 2021-11-01 00:00:00 每月1号
     * @param time     所要获取数据的时间 2021-11-01 00:00:00
     * @return 功能：月排名
     */
    private List<Map<String, Object>> monthRank(List<SysArea> sysAreas, String time) {
@@ -487,123 +496,24 @@
                .map(SysArea::getAreaCode)
                .collect(Collectors.toList());

        //需要均值计算的因子
        List<String> sensors = Arrays.asList("PM2_5", "PM10", "SO2", "NO2");
        List<Map<String, Object>> result = new ArrayList<>();
        //如果部是本月,实时计算，其他直接从city_aqi_monthly获取
        if (!time.substring(0, 7).equals(DateUtils.dateToDateString(new Date(), DateUtils.yyyy_MM_EN))) {
            QueryWrapper<CityAqiMonthly> cityAqiMonthlyQueryWrapper = new QueryWrapper<>();
            for (Integer regionCode : regionCodes) {
                cityAqiMonthlyQueryWrapper.clear();
                cityAqiMonthlyQueryWrapper.select("value")
                        .eq("city_code", regionCode)
                        .eq("time", time);
                CityAqiMonthly cityAqiMonthly = cityAqiMonthlyService.getOne(cityAqiMonthlyQueryWrapper);
                if (cityAqiMonthly == null) {
                    continue;
                }
                String value = cityAqiMonthly.getValue();
                Map<String, Object> resultMap = JSONObject.parseObject(value, Map.class);


                //城市名
                for (SysArea sysArea : sysAreas) {
                    if (regionCode.equals(sysArea.getAreaCode())) {
                        resultMap.put("cityName", sysArea.getAreaName());
                        break;
                    }
                }
            }
            return result;
        }

        QueryWrapper<CityAqiDaily> cityAqiDailyQueryWrapper = new QueryWrapper<>();
        cityAqiDailyQueryWrapper.select("city_code", "value")
                .ge("time", time)
        QueryWrapper<CityAqiMonthly> cityAqiMonthlyQueryWrapper = new QueryWrapper<>();
        cityAqiMonthlyQueryWrapper.select("city_code", "value")
                .eq("time", time)
                .in("city_code", regionCodes);
        List<Map<String, Object>> thisMonthData = cityAqiDailyService.listMaps(cityAqiDailyQueryWrapper);
        //按city_code分组
        Map<Integer, List<Map<String, Object>>> thisMonthMap = thisMonthData.parallelStream()
                .collect(Collectors.groupingBy(o -> Integer.parseInt(o.get("city_code").toString())));

        thisMonthMap.forEach((cityCode, value) -> {
            Map<String, Object> resultMap = new HashMap<>();

            Map<String, Object> params = new HashMap<>();
            List<Map<String, Object>> temp = new ArrayList<>();
            for (Map<String, Object> map : value) {
                Map<String, Object> sensorsValue = JSONObject.parseObject(map.get("value").toString(), Map.class);
                Map<String, Object> tempMap = new HashMap<>();
                tempMap.put(Constants.SENSOR_CODE_CO, sensorsValue.get("CO"));
                tempMap.put(Constants.SENSOR_CODE_O3, sensorsValue.get("O3"));
                Map<String, Object> hashMap = new HashMap<>();
                hashMap.put("value", JSONObject.toJSONString(tempMap));
                temp.add(hashMap);
            }
            params.put("data", temp);
            //1. CO 95百分位计算并修约
            Map<String, Object> coAvgOfWeekOrMonth = AmendUtils.getCOAvgOfWeekOrMonth(params);
            if (!ObjectUtils.isEmpty(coAvgOfWeekOrMonth)) {
                resultMap.put("CO", coAvgOfWeekOrMonth.get(Constants.SENSOR_CODE_CO));
            }

            //2. O3 90百分位计算并修约
            Map<String, Object> o3AvgOfWeekOrMonth = AmendUtils.getO3AvgOfWeekOrMonth(params);
            if (!ObjectUtils.isEmpty(o3AvgOfWeekOrMonth)) {
                resultMap.put("O3", o3AvgOfWeekOrMonth.get(Constants.SENSOR_CODE_O3));
            }

            sensors.forEach(sensor -> {
                OptionalDouble optionalDouble = value.parallelStream().flatMapToDouble(v -> {
                    Map<String, Object> sensorValue = JSONObject.parseObject((String) v.get("value"), Map.class);
                    Object o = sensorValue.get(sensor);
                    if (ObjectUtils.isEmpty(o)) {
                        return null;
                    }
                    double aDouble = Double.parseDouble(o.toString());
                    return DoubleStream.of(aDouble);
                }).average();

                if (optionalDouble.isPresent()) {
                    //银行家算法修约
                    double sciCal = AmendUtils.sciCal(optionalDouble.getAsDouble(), 0);
                    resultMap.put(sensor, sciCal);
                }
            });

            //本月综指计算
            Double compositeIndex = ComprehensiveIndexUtils.dailyData(resultMap);
            resultMap.put("compositeIndex", compositeIndex);

            //前端O3用O3_8H显示
        List<CityAqiMonthly> list = cityAqiMonthlyService.list(cityAqiMonthlyQueryWrapper);
        for (CityAqiMonthly cityAqiMonthly : list) {
            Map<String, Object> resultMap = JSONObject.parseObject(cityAqiMonthly.getValue(), Map.class);
            resultMap.put("O3_8H", resultMap.remove("O3"));

            //本月综指同上月对比
            Date lastMonth = DateUtils.addMonths(DateUtils.getDate(time), -1);
            QueryWrapper<CityAqiMonthly> queryWrapper = new QueryWrapper<>();
            queryWrapper.select("value")
                    .eq("city_code", cityCode)
                    .eq("time", DateUtils.dateToDateString(lastMonth));
            //获取上月数据
            CityAqiMonthly lastCityAqiMonthly = cityAqiMonthlyService.getOne(queryWrapper);
            String monthContrast = "";
            if (lastCityAqiMonthly != null) {
                Map<String, Object> map = JSONObject.parseObject(lastCityAqiMonthly.getValue(), Map.class);
                double lastCompositeIndex = Double.parseDouble(map.get("compositeIndex").toString());
                DecimalFormat decimalFormat = new DecimalFormat("0.00%");
                monthContrast = decimalFormat.format((compositeIndex - lastCompositeIndex) / lastCompositeIndex);
            }
            resultMap.put("monthContrast", monthContrast);

            //城市名
            for (SysArea sysArea : sysAreas) {
                if (cityCode.equals(sysArea.getAreaCode())) {
                if (cityAqiMonthly.getCityCode().equals(sysArea.getAreaCode())) {
                    resultMap.put("cityName", sysArea.getAreaName());
                    break;
                }
            }
            result.add(resultMap);
        });
        }
        return result;
    }

@@ -617,124 +527,23 @@
                .map(SysArea::getAreaCode)
                .collect(Collectors.toList());

        //需要均值计算的因子
        List<String> sensors = Arrays.asList("PM2_5", "PM10", "SO2", "NO2");
        List<Map<String, Object>> result = new ArrayList<>();
        //如果是本月,实时计算，其他直接从city_aqi_monthly获取
        if (!time.substring(0, 4).equals(DateUtils.dateToDateString(new Date(), DateUtils.yyyy))) {
            QueryWrapper<CityAqiYearly> cityAqiYearlyQueryWrapper = new QueryWrapper<>();
            for (Integer regionCode : regionCodes) {
                cityAqiYearlyQueryWrapper.clear();
                cityAqiYearlyQueryWrapper.select("value")
                        .eq("city_code", regionCode)
                        .eq("time", time);
                CityAqiYearly cityAqiYearly = cityAqiYearlyService.getOne(cityAqiYearlyQueryWrapper);
                if (cityAqiYearly == null) {
                    continue;
                }
                String value = cityAqiYearly.getValue();
                Map<String, Object> resultMap = JSONObject.parseObject(value, Map.class);


                //城市名
                for (SysArea sysArea : sysAreas) {
                    if (regionCode.equals(sysArea.getAreaCode())) {
                        resultMap.put("cityName", sysArea.getAreaName());
                        break;
                    }
                }
                result.add(resultMap);
            }
            return result;
        }

        QueryWrapper<CityAqiDaily> cityAqiDailyQueryWrapper = new QueryWrapper<>();
        cityAqiDailyQueryWrapper.select("city_code", "value")
                .ge("time", time)
                .in("city_code", regionCodes);
        List<Map<String, Object>> thisMonthData = cityAqiDailyService.listMaps(cityAqiDailyQueryWrapper);
        //按city_code分组
        Map<Integer, List<Map<String, Object>>> thisYearMap = thisMonthData.parallelStream()
                .collect(Collectors.groupingBy(o -> Integer.parseInt(o.get("city_code").toString())));
        thisYearMap.forEach((cityCode, value) -> {
            Map<String, Object> resultMap = new HashMap<>();

            Map<String, Object> params = new HashMap<>();
            List<Map<String, Object>> temp = new ArrayList<>();
            for (Map<String, Object> map : value) {
                Map<String, Object> sensorsValue = JSONObject.parseObject(map.get("value").toString(), Map.class);
                Map<String, Object> tempMap = new HashMap<>();
                tempMap.put(Constants.SENSOR_CODE_CO, sensorsValue.get("CO"));
                tempMap.put(Constants.SENSOR_CODE_O3, sensorsValue.get("O3"));
                Map<String, Object> hashMap = new HashMap<>();
                hashMap.put("value", JSONObject.toJSONString(tempMap));
                temp.add(hashMap);
            }
            params.put("data", temp);
            //1. CO 95百分位计算并修约
            Map<String, Object> coAvgOfWeekOrMonth = AmendUtils.getCOAvgOfWeekOrMonth(params);
            if (!ObjectUtils.isEmpty(coAvgOfWeekOrMonth)) {
                resultMap.put("CO", coAvgOfWeekOrMonth.get(Constants.SENSOR_CODE_CO));
            }

            //2. O3 90百分位计算并修约
            Map<String, Object> o3AvgOfWeekOrMonth = AmendUtils.getO3AvgOfWeekOrMonth(params);
            if (!ObjectUtils.isEmpty(o3AvgOfWeekOrMonth)) {
                resultMap.put("O3", o3AvgOfWeekOrMonth.get(Constants.SENSOR_CODE_O3));
            }

            sensors.forEach(sensor -> {
                OptionalDouble optionalDouble = value.parallelStream().flatMapToDouble(v -> {
                    Map<String, Object> sensorValue = JSONObject.parseObject((String) v.get("value"), Map.class);
                    Object o = sensorValue.get(sensor);
                    if (ObjectUtils.isEmpty(o)) {
                        return null;
                    }
                    double aDouble = Double.parseDouble(o.toString());
                    return DoubleStream.of(aDouble);
                }).average();

                if (optionalDouble.isPresent()) {
                    //银行家算法修约
                    double sciCal = AmendUtils.sciCal(optionalDouble.getAsDouble(), 0);
                    resultMap.put(sensor, sciCal);
                }
            });

            //本年综指计算
            Double compositeIndex = ComprehensiveIndexUtils.dailyData(resultMap);
            resultMap.put("compositeIndex", compositeIndex);

            //前端O3用O3_8H显示
        QueryWrapper<CityAqiYearly> cityAqiYearlyQueryWrapper = new QueryWrapper<>();
        cityAqiYearlyQueryWrapper.select("city_code", "value")
                .in("city_code", regionCodes)
                .eq("time", time);
        List<CityAqiYearly> list = cityAqiYearlyService.list(cityAqiYearlyQueryWrapper);
        for (CityAqiYearly cityAqiYearly : list) {
            Map<String, Object> resultMap = JSONObject.parseObject(cityAqiYearly.getValue(), Map.class);
            resultMap.put("O3_8H", resultMap.remove("O3"));

            //本年综指同去年对比
            String lastYear = DateUtils.getDateAddYear(time.substring(0, 4), -1);
            QueryWrapper<CityAqiYearly> queryWrapper = new QueryWrapper<>();
            queryWrapper.select("value")
                    .eq("city_code", cityCode)
                    .eq("time", lastYear);
            //获取去年数据
            CityAqiYearly lastCityAqiYearly = cityAqiYearlyService.getOne(queryWrapper);
            String yearContrast = "";
            if (lastCityAqiYearly != null) {
                Map<String, Object> map = JSONObject.parseObject(lastCityAqiYearly.getValue(), Map.class);
                double lastCompositeIndex = Double.parseDouble(map.get("compositeIndex").toString());
                DecimalFormat decimalFormat = new DecimalFormat("0.00%");
                yearContrast = decimalFormat.format((compositeIndex - lastCompositeIndex) / lastCompositeIndex);
            }
            resultMap.put("yearContrast", yearContrast);


            //城市名
            for (SysArea sysArea : sysAreas) {
                if (cityCode.equals(sysArea.getAreaCode())) {
                if (cityAqiYearly.getCityCode().equals(sysArea.getAreaCode())) {
                    resultMap.put("cityName", sysArea.getAreaName());
                    break;
                }
            }
            result.add(resultMap);
        });
        }
        return result;
    }

@@ -1229,21 +1038,139 @@
            resultMap.put("auther","（七星瓢虫专家组）");
            resultList.add(resultMap);
        }
        result.put("totel",count);
        Integer totel = count-1;
        result.put("totel",totel);
        result.put("resultList",resultList);
        result.put("current",current);
        int totalPageNumber = count/size;
        if(count%size != 0){
        int totalPageNumber = totel/size;
        if(totel%size != 0){
            totalPageNumber += 1;
        }
        result.put("totalPageNumber",totalPageNumber);
        return result;
    }

    @Override
    public Map<String, Object> countyData(Integer regionCode) {
        Map<String,Object> resultMap = new HashMap<>();
        //获取时间
        SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd HH");
        Calendar calendar = Calendar.getInstance();
        int minute = calendar.get(Calendar.MINUTE);
        if (minute >= 45){
            calendar.set(Calendar.HOUR_OF_DAY,calendar.get(Calendar.HOUR_OF_DAY)-1);
        }else {
            calendar.set(Calendar.HOUR_OF_DAY,calendar.get(Calendar.HOUR_OF_DAY)-2);
        }
        String time = df.format(calendar.getTime())+":00:00";
        QueryWrapper<CityAqi> cityAqiQueryWrapper = new QueryWrapper<>();
        cityAqiQueryWrapper.likeRight("city_code",regionCode.toString().substring(0,4));
        cityAqiQueryWrapper.ne("city_code",regionCode);
        cityAqiQueryWrapper.eq("time",time);
        List<CityAqi> cityAqis = cityAqiMapper.selectList(cityAqiQueryWrapper);
        QueryWrapper<SysArea> sysAreaQueryWrapper = new QueryWrapper<>();
        sysAreaQueryWrapper.eq("parent_code",regionCode);
        List<SysArea> sysAreas = sysAreaMapper.selectList(sysAreaQueryWrapper);
        Map<Integer, Object> sysAreaMap = new HashMap<>();
        for (SysArea sysarea:sysAreas) {
            sysAreaMap.put(sysarea.getAreaCode(),sysarea.getAreaName());
        }
        List<Map<String,Object>> resultList = new ArrayList<>();
        for (CityAqi cityAqi:cityAqis) {
            if (!ObjectUtils.isEmpty(cityAqi.getValue())){
                Map<String, Object> cityAqiMap = new HashMap<>();
                String cityAqiValue = cityAqi.getValue();
                JSONObject jsonObject = JSONObject.parseObject(cityAqiValue);
                String AQI = "--";
                String PM10 = "--";
                String PM2_5 = "--";
                String SO2 = "--";
                String NO2 = "--";
                String CO = "--";
                String O3 = "--";
                String thirty = "--";
                String forty = "--";
                String fifty = "--";
                String city_name = "--";
                if (!ObjectUtils.isEmpty(jsonObject.get("AQI"))){
                    AQI = jsonObject.get("AQI").toString();
                    BigDecimal AQI_base = BigDecimal.valueOf(Double.parseDouble(AQI));
                    BigDecimal thirty_percent = BigDecimal.valueOf(1.3);
                    BigDecimal forty_percent = BigDecimal.valueOf(1.4);
                    BigDecimal fifty_percent = BigDecimal.valueOf(1.5);
                    Double AQI_thirty = AQI_base.multiply(thirty_percent).doubleValue();
                    Double AQI_forty = AQI_base.multiply(forty_percent).doubleValue();
                    Double AQI_fifty = AQI_base.multiply(fifty_percent).doubleValue();
                    thirty = String.valueOf(Math.round(AQI_thirty));
                    forty = String.valueOf(Math.round(AQI_forty));
                    fifty = String.valueOf(Math.round(AQI_fifty));
                }
                if (!ObjectUtils.isEmpty(jsonObject.get("PM10"))){
                    PM10 = String.valueOf(Math.round(Double.parseDouble(jsonObject.get("PM10").toString())));
                }
                if (!ObjectUtils.isEmpty(jsonObject.get("PM2_5"))){
                    PM2_5 = String.valueOf(Math.round(Double.parseDouble(jsonObject.get("PM2_5").toString())));
                }
                if (!ObjectUtils.isEmpty(jsonObject.get("SO2"))){
                    SO2 = String.valueOf(Math.round(Double.parseDouble(jsonObject.get("SO2").toString())));
                }
                if (!ObjectUtils.isEmpty(jsonObject.get("NO2"))){
                    NO2 = String.valueOf(Math.round(Double.parseDouble(jsonObject.get("NO2").toString())));
                }
                if (!ObjectUtils.isEmpty(jsonObject.get("CO"))){
                    CO = String.valueOf(Math.round(Double.parseDouble(jsonObject.get("CO").toString())));
                }
                if (!ObjectUtils.isEmpty(jsonObject.get("O3"))){
                    O3 = String.valueOf(Math.round(Double.parseDouble(jsonObject.get("O3").toString())));
                }
                if (!ObjectUtils.isEmpty(jsonObject.get("cityName"))){
                    city_name = jsonObject.get("cityName").toString();
                }
                cityAqiMap.put("AQI",AQI);
                cityAqiMap.put("PM10",PM10);
                cityAqiMap.put("PM2_5",PM2_5);
                cityAqiMap.put("SO2",SO2);
                cityAqiMap.put("NO2",NO2);
                cityAqiMap.put("CO",CO);
                cityAqiMap.put("O3",O3);
                cityAqiMap.put("thirty",thirty);
                cityAqiMap.put("forty",forty);
                cityAqiMap.put("fifty",fifty);
                cityAqiMap.put("city_name",city_name);
                resultList.add(cityAqiMap);
            }
            sysAreaMap.remove(cityAqi.getCityCode());
        }
        if (sysAreaMap.size()>0){
            for(Integer key:sysAreaMap.keySet()){
                Map<String,Object> nullMap = new HashMap<>();
                nullMap.put("AQI","--");
                nullMap.put("PM10","--");
                nullMap.put("PM2_5","--");
                nullMap.put("SO2","--");
                nullMap.put("NO2","--");
                nullMap.put("CO","--");
                nullMap.put("O3","--");
                nullMap.put("thirty","--");
                nullMap.put("forty","--");
                nullMap.put("fifty","--");
                nullMap.put("city_name",sysAreaMap.get(key));
                resultList.add(nullMap);
            }
        }
        resultMap.put("resultList",resultList);
        resultMap.put("time",time);
        QueryWrapper<SysArea> areaQueryWrapper = new QueryWrapper<>();
        areaQueryWrapper.eq("area_code",regionCode);
        SysArea sysArea = sysAreaMapper.selectOne(areaQueryWrapper);
        resultMap.put("areaName",sysArea.getAreaName());
        return resultMap;
    }

    /**
     * @Description: 计算6参和综合指数对比的百分比
     * @Param: [data, comparisonData]
     * @return: java.util.Map<java.lang.String                               ,                               com.moral.api.pojo.dto.cityAQI.ConcentrationAndPercent>
     * @return: java.util.Map<java.lang.String, com.moral.api.pojo.dto.cityAQI.ConcentrationAndPercent>
     * @Author: 陈凯裕
     * @Date: 2022/1/17
     */
@@ -1386,8 +1313,7 @@
    private List<SysArea> getSysAreasByRegionType(String regionType, Integer regionCode) {
        List<SysArea> areas;
        if (regionType.equals(Constants.TWENTY_EIGHT_CITIES)) {
            SpecialCitiesProperties properties = new SpecialCitiesProperties();
            areas = properties.getTwentyEightCities();
            areas = citiesProperties.getTwentyEightCities();
        } else {
            areas = sysAreaService.getChildren(regionCode);
        }