From eca8731f8626a8baf4d472de31da160e5f77abc7 Mon Sep 17 00:00:00 2001
From: jinpengyong <jpy123456>
Date: Thu, 30 Dec 2021 16:56:12 +0800
Subject: [PATCH] 获取多设备公有因子，排序
---
screen-api/src/main/java/com/moral/api/service/impl/CityAqiServiceImpl.java | 817 +++++++++++++++++++++++++++++++++++++++++++++++++++++++++
1 files changed, 809 insertions(+), 8 deletions(-)
diff --git a/screen-api/src/main/java/com/moral/api/service/impl/CityAqiServiceImpl.java b/screen-api/src/main/java/com/moral/api/service/impl/CityAqiServiceImpl.java
index a507002..8bfb783 100644
--- a/screen-api/src/main/java/com/moral/api/service/impl/CityAqiServiceImpl.java
+++ b/screen-api/src/main/java/com/moral/api/service/impl/CityAqiServiceImpl.java
@@ -4,21 +4,40 @@
import com.alibaba.fastjson.JSONObject;
import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.moral.api.entity.CityAqi;
+import com.moral.api.entity.CityAqiDaily;
+import com.moral.api.entity.CityAqiMonthly;
+import com.moral.api.entity.CityAqiYearly;
import com.moral.api.entity.Forecast;
+import com.moral.api.entity.Organization;
+import com.moral.api.entity.SysArea;
import com.moral.api.mapper.CityAqiMapper;
import com.moral.api.mapper.ForecastMapper;
+import com.moral.api.service.CityAqiDailyService;
+import com.moral.api.service.CityAqiMonthlyService;
import com.moral.api.service.CityAqiService;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
+import com.moral.api.service.CityAqiYearlyService;
+import com.moral.api.service.OrganizationService;
+import com.moral.api.service.SysAreaService;
+import com.moral.constant.Constants;
import com.moral.constant.RedisConstants;
+import com.moral.pojo.AQI;
import com.moral.util.AQIUtils;
+import com.moral.util.AmendUtils;
+import com.moral.util.ComprehensiveIndexUtils;
import com.moral.util.DateUtils;
+
+import com.moral.util.MathUtils;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.redis.core.RedisTemplate;
import org.springframework.stereotype.Service;
import org.springframework.util.ObjectUtils;
+import java.text.DecimalFormat;
import java.util.*;
+import java.util.stream.Collectors;
+import java.util.stream.DoubleStream;
/**
* <p>
@@ -39,6 +58,21 @@
@Autowired
private RedisTemplate redisTemplate;
+
+ @Autowired
+ private OrganizationService organizationService;
+
+ @Autowired
+ private SysAreaService sysAreaService;
+
+ @Autowired
+ private CityAqiDailyService cityAqiDailyService;
+
+ @Autowired
+ private CityAqiMonthlyService cityAqiMonthlyService;
+
+ @Autowired
+ private CityAqiYearlyService cityAqiYearlyService;
@Override
public List<Map<String, Object>> measuredCompareForecastOfO3(Map<String, Object> params) {
@@ -68,7 +102,7 @@
Date date = (Date) forecastDatum.get("time");
String value = forecastDatum.get("value").toString();
Map<String, Object> data = JSONObject.parseObject(value, Map.class);
- Object o3 = data.get("o3");
+ Object o3 = data.get("O3");
if (i == DateUtils.getHour(date) * 2) {
if (!ObjectUtils.isEmpty(o3)) {
map.put("O3", o3);
@@ -83,7 +117,7 @@
Date date = (Date) measuredDatum.get("time");
String value = measuredDatum.get("value").toString();
Map<String, Object> data = JSONObject.parseObject(value, Map.class);
- Object o3 = data.get("o3");
+ Object o3 = data.get("O3");
if (i == (DateUtils.getHour(date) * 2 + 1)) {
if (!ObjectUtils.isEmpty(o3)) {
map.put("O3", o3);
@@ -101,10 +135,25 @@
Map<String, Object> value = (Map<String, Object>) redisTemplate.opsForHash().get(RedisConstants.CITY_AQI, String.valueOf(regionCode));
if (value == null)
value = queryCityAqiByRegionCodeFromDB(regionCode);
+ //������������������������������������������������������������
+ if (value == null) {
+ String regionCodeStr = String.valueOf(regionCode);
+ String end = regionCodeStr.substring(regionCodeStr.length() - 2, regionCodeStr.length());
+ if (!end.equals(00)) {
+ regionCodeStr = regionCodeStr.substring(0, regionCodeStr.length() - 2);
+ regionCodeStr += "00";
+ regionCode = Integer.parseInt(regionCodeStr);
+ value = (Map<String, Object>) redisTemplate.opsForHash().get(RedisConstants.CITY_AQI, String.valueOf(regionCode));
+ if (value == null)
+ value = queryCityAqiByRegionCodeFromDB(regionCode);
+ }else{
+ return null;
+ }
+ }
//������AQI������������������
- if (value == null || value.get("aqi") == null)
+ if (value == null || value.get("AQI") == null)
return null;
- Integer aqi = Integer.parseInt(value.get("aqi").toString());
+ Integer aqi = Integer.parseInt(value.get("AQI").toString());
String category = AQIUtils.classOfPollutionByAqi(aqi);
value.put("category", category);
return value;
@@ -142,17 +191,17 @@
//������������������������
cityAqis.sort(Comparator.comparing(CityAqi::getTime));
}
- //������������������,map���key���HH:mm������������������value���aqi���������
+ //������������������,map���key���yyyy-MM-dd HH:mm������������������value���aqi���������
Map<String, Object> result = new LinkedHashMap<>();
for (CityAqi aqi : cityAqis) {
- String key = DateUtils.dateToDateString(aqi.getTime(), "HH:mm");
+ String key = DateUtils.dateToDateString(aqi.getTime(), "yyyy-MM-dd HH:mm");
String allDataJson = aqi.getValue();
if (allDataJson == null) {
result.put(key, "");
continue;
}
Map<String, Object> allDataMap = JSON.parseObject(allDataJson, Map.class);
- Object aqiData = allDataMap.get("aqi");
+ Object aqiData = allDataMap.get("AQI");
if (aqiData == null)
result.put(key, "");
else
@@ -161,10 +210,620 @@
return result;
}
+ @Override
+ public Map<String, Object> queryTodayAqiAndPollutant(Integer regionCode) {
+ //���������������9���������
+ Date startDate = new Date(DateUtils.getTodayTime());
+ Date endDate = new Date();
+ //������������������
+ QueryWrapper<CityAqi> wrapper = new QueryWrapper<>();
+ wrapper.between("time", startDate, endDate);
+ wrapper.eq("city_code", regionCode);
+ wrapper.select("DISTINCT city_code,time,value");
+ List<CityAqi> cityAqis = cityAqiMapper.selectList(wrapper);
+ //���������������
+ Map<String, Object> sixParamAvg = calculate6ParamAvg(cityAqis);
+ //������������aqi������������������
+ Map<String, Object> result = new HashMap<>();
+ AQI aqi = AQIUtils.hourlyAQI(sixParamAvg);
+ result.put("aqi", aqi.getAQIValue());
+ result.put("pollutant", aqi.getPrimaryPollutantNames());
+ //���������������������
+ CityAqi lastCityAqi = cityAqis.get(cityAqis.size() - 1);
+ String time = DateUtils.dateToDateString(lastCityAqi.getTime(), "HH:mm");
+ result.put("time", time);
+ return result;
+ }
+
+ @Override
+ public List<Map<String, Object>> rankingDetails(Map<String, Object> params) {
+ List<Map<String, Object>> result = new ArrayList<>();
+ int regionCode = Integer.parseInt(params.get("regionCode").toString());
+ String type = params.get("type").toString();
+ String time = null;
+ if (!ObjectUtils.isEmpty(params.get("time"))) {
+ time = params.get("time").toString();
+ }
+ String start = null;
+ String end = null;
+ if (!ObjectUtils.isEmpty(params.get("start")) || !ObjectUtils.isEmpty(params.get("end"))) {
+ start = params.get("start").toString();
+ end = params.get("end").toString();
+ }
+ String cityType = params.get("cityType").toString();
+
+ String s = String.valueOf(regionCode);
+ //���������������,���code
+ Integer curProvinceCode = Integer.parseInt(s.substring(0, 2) + "0000");
+ Integer curCityCode = Integer.parseInt(s.substring(0, 4) + "00");
+
+ QueryWrapper<SysArea> areaWrapper = new QueryWrapper<>();
+ if ("province".equals(cityType)) {
+ //���������������������
+ areaWrapper.select("area_code").eq("parent_code", curProvinceCode);
+ } else {
+ //������������������������
+ areaWrapper.select("area_code").eq("parent_code", curCityCode);
+ }
+ List<Object> regionCodes = sysAreaService.listObjs(areaWrapper);
+
+ switch (type) {
+ case "today":
+ result = accumulatedTodayRank(regionCodes);
+ break;
+ case "hour":
+ time = new StringBuilder(time).replace(10, 11, " ").toString() + ":00:00";
+ result = hourRank(regionCodes, time);
+ break;
+ case "day":
+ time = time + " 00:00:00";
+ result = dayRank(regionCodes, time);
+ break;
+ case "month":
+ time = time + "-01 00:00:00";
+ result = monthRank(regionCodes, time);
+ break;
+ case "year":
+ time = time + "-01-01 00:00:00";
+ result = yearRank(regionCodes, time);
+ break;
+ case "custom":
+ start = start + " 00:00:00";
+ end = end + " :00:00";
+ result = customRank(regionCodes, start, end);
+ break;
+ default:
+ break;
+ }
+ return result;
+ }
+
+ /**
+ * @param regionCodes ���������������������������������������
+ * @return ���������������������������
+ */
+ private List<Map<String, Object>> accumulatedTodayRank(List<Object> regionCodes) {
+ List<Map<String, Object>> result = new ArrayList<>();
+ List<String> sensors = Arrays.asList("PM2_5", "PM10", "SO2", "NO2", "CO", "O3");
+ Date now = new Date();
+ String today = DateUtils.dateToDateString(now, DateUtils.yyyy_MM_dd_EN);
+ QueryWrapper<CityAqi> wrapper = new QueryWrapper<>();
+ wrapper.select("city_code", "value")
+ .ge("time", today)
+ .in("city_code", regionCodes);
+ List<Map<String, Object>> cumulativeData = cityAqiMapper.selectMaps(wrapper);
+ //���city_code������
+ Map<String, List<Map<String, Object>>> data = cumulativeData.parallelStream().collect(Collectors.groupingBy(o -> o.get("city_code").toString()));
+ data.forEach((cityCode, value) -> {
+ List<Double> doubles = new ArrayList<>();
+ for (Map<String, Object> objectMap : value) {
+ Object o = JSONObject.parseObject((String) objectMap.get("value"), Map.class).get("O3_8H");
+ if (!ObjectUtils.isEmpty(o)) {
+ double v = Double.parseDouble(o.toString());
+ doubles.add(v);
+ }
+ }
+
+ Map<String, Object> dataMap = new HashMap<>();
+ 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()) {
+ //���������������������
+ double sciCal = AmendUtils.sciCal(optionalDouble.getAsDouble(), 0);
+ if ("CO".equals(sensor)) {
+ sciCal = AmendUtils.sciCal(optionalDouble.getAsDouble(), 1);
+ }
+ dataMap.put(sensor, sciCal);
+ }
+ });
+
+ //������������O3_8H������,������������O3������8H���������
+ if (!ObjectUtils.isEmpty(doubles)) {
+ dataMap.put("O3_8H", Collections.max(doubles));
+ }
+
+ //������������aqi,���������������������
+ Map<String, Object> sixParamMap = new HashMap<>();
+ sixParamMap.put(Constants.SENSOR_CODE_PM25, dataMap.get("PM2_5"));
+ sixParamMap.put(Constants.SENSOR_CODE_PM10, dataMap.get("PM10"));
+ sixParamMap.put(Constants.SENSOR_CODE_SO2, dataMap.get("SO2"));
+ sixParamMap.put(Constants.SENSOR_CODE_NO2, dataMap.get("NO2"));
+ sixParamMap.put(Constants.SENSOR_CODE_CO, dataMap.get("CO"));
+ sixParamMap.put(Constants.SENSOR_CODE_O3, dataMap.get("O3"));
+ AQI aqi = AQIUtils.dailyAQI(sixParamMap);
+ dataMap.put("AQI", aqi.getAQIValue());
+ List<String> primaryPollutantNames = aqi.getPrimaryPollutantNames();
+ String primaryPollutant = "";
+ if (!ObjectUtils.isEmpty(primaryPollutantNames)) {
+ primaryPollutant = primaryPollutantNames.stream().map(String::valueOf).collect(Collectors.joining(","));
+ }
+ dataMap.put("primaryPollutant", primaryPollutant);
+
+ //������������������������������,O3������������O3_8H������
+ Map<String, Object> compositeIndexMap = new HashMap<>(dataMap);
+ compositeIndexMap.put("O3", compositeIndexMap.get("O3_8H"));
+ Double compositeIndex = ComprehensiveIndexUtils.dailyData(compositeIndexMap);
+ dataMap.put("compositeIndex", compositeIndex);
+
+ //���������
+ QueryWrapper<SysArea> queryWrapper = new QueryWrapper<>();
+ queryWrapper.select("area_name").eq("area_code", cityCode);
+ String areaName = sysAreaService.getOne(queryWrapper).getAreaName();
+ dataMap.put("cityName", areaName);
+
+ result.add(dataMap);
+ });
+ return result;
+ }
+
+ /**
+ * @param regionCodes ���������������������������������
+ * @param time ��������������������������� 2021-11-04 13:00:00
+ * @return ���������������������
+ */
+ private List<Map<String, Object>> hourRank(List<Object> regionCodes, String time) {
+ List<Map<String, Object>> result = new ArrayList<>();
+ QueryWrapper<CityAqi> wrapper = new QueryWrapper<>();
+ wrapper.select("value")
+ .eq("time", time)
+ .in("city_code", regionCodes);
+ List<Map<String, Object>> hourData = cityAqiMapper.selectMaps(wrapper);
+ for (Map<String, Object> hourDatum : hourData) {
+ Map<String, Object> value = JSONObject.parseObject((String) hourDatum.get("value"), Map.class);
+ List<String> primaryPollutantNames = (List<String>) value.get("primaryPollutant");
+ String primaryPollutant = "";
+ if (!ObjectUtils.isEmpty(primaryPollutantNames)) {
+ primaryPollutant = primaryPollutantNames.stream().map(String::valueOf).collect(Collectors.joining(","));
+ }
+ value.put("primaryPollutant", primaryPollutant);
+ value.remove("pubtime");
+ value.remove("rank");
+ result.add(value);
+ }
+ return result;
+ }
+
+ /**
+ * @param regionCodes ���������������������������������
+ * @param time ��������������������������� 2021-11-04 00:00:00
+ * @return ������������������
+ */
+ private List<Map<String, Object>> dayRank(List<Object> regionCodes, String time) {
+ List<Map<String, Object>> result = new ArrayList<>();
+ QueryWrapper<CityAqiDaily> wrapper = new QueryWrapper<>();
+ 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");
+ String primaryPollutant = "";
+ if (!ObjectUtils.isEmpty(primaryPollutantNames)) {
+ primaryPollutant = primaryPollutantNames.stream().map(String::valueOf).collect(Collectors.joining(","));
+ }
+ value.put("primaryPollutant", primaryPollutant);
+ //���������
+ QueryWrapper<SysArea> queryWrapper = new QueryWrapper<>();
+ queryWrapper.select("area_name")
+ .eq("area_code", dayDatum.get("city_code"));
+ String areaName = sysAreaService.getOne(queryWrapper).getAreaName();
+ value.put("cityName", areaName);
+ result.add(value);
+ }
+ return result;
+ }
+
+ /**
+ * @param regionCodes ���������������������������������
+ * @param time ��������������������������� 2021-11-01 00:00:00 ������1���
+ * @return ������������������
+ */
+ private List<Map<String, Object>> monthRank(List<Object> regionCodes, String time) {
+ //���������������������������
+ List<String> sensors = Arrays.asList("PM2_5", "PM10", "SO2", "NO2");
+ List<Map<String, Object>> result = new ArrayList<>();
+ //���������������,������������������������������city_aqi_monthly������
+ if (!time.substring(0, 7).equals(DateUtils.dateToDateString(new Date(), DateUtils.yyyy_MM_EN))) {
+ QueryWrapper<CityAqiMonthly> cityAqiMonthlyQueryWrapper = new QueryWrapper<>();
+ for (Object 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);
+ //���������
+ QueryWrapper<SysArea> sysAreaQueryWrapper = new QueryWrapper<>();
+ sysAreaQueryWrapper.select("area_name")
+ .eq("area_code", regionCode);
+ String areaName = sysAreaService.getOne(sysAreaQueryWrapper).getAreaName();
+ resultMap.put("cityName", areaName);
+ 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);
+ //���city_code������
+ Map<String, List<Map<String, Object>>> thisMonthMap = thisMonthData.parallelStream().collect(Collectors.groupingBy(o -> 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������������������������
+ Map<String, Object> coAvgOfWeekOrMonth = AmendUtils.getCOAvgOfWeekOrMonth(params);
+ if (!ObjectUtils.isEmpty(coAvgOfWeekOrMonth)) {
+ resultMap.put("CO", coAvgOfWeekOrMonth.get(Constants.SENSOR_CODE_CO));
+ }
+
+ //2. O3 90������������������������
+ 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()) {
+ //���������������������
+ double sciCal = AmendUtils.sciCal(optionalDouble.getAsDouble(), 0);
+ resultMap.put(sensor, sciCal);
+ }
+ });
+
+ //������������������
+ Double compositeIndex = ComprehensiveIndexUtils.dailyData(resultMap);
+ resultMap.put("compositeIndex", compositeIndex);
+
+ //������O3���O3_8H������
+ resultMap.put("O3_8H", resultMap.remove("O3"));
+
+ //���������������������������
+ 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));
+ //������������������
+ 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);
+
+ //���������
+ QueryWrapper<SysArea> sysAreaQueryWrapper = new QueryWrapper<>();
+ sysAreaQueryWrapper.select("area_name")
+ .eq("area_code", cityCode);
+ String areaName = sysAreaService.getOne(sysAreaQueryWrapper).getAreaName();
+ resultMap.put("cityName", areaName);
+
+ result.add(resultMap);
+ });
+ return result;
+ }
+
+ /**
+ * @param regionCodes ���������������������������������
+ * @param time ��������������������������� 2021-11-01 00:00:00 ������1���1���
+ * @return ������������������
+ */
+ private List<Map<String, Object>> yearRank(List<Object> regionCodes, String time) {
+ //���������������������������
+ List<String> sensors = Arrays.asList("PM2_5", "PM10", "SO2", "NO2");
+ List<Map<String, Object>> result = new ArrayList<>();
+ //���������������,������������������������������city_aqi_monthly������
+ if (!time.substring(0, 4).equals(DateUtils.dateToDateString(new Date(), DateUtils.yyyy))) {
+ QueryWrapper<CityAqiYearly> cityAqiYearlyQueryWrapper = new QueryWrapper<>();
+ for (Object 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);
+ //���������
+ QueryWrapper<SysArea> sysAreaQueryWrapper = new QueryWrapper<>();
+ sysAreaQueryWrapper.select("area_name")
+ .eq("area_code", regionCode);
+ String areaName = sysAreaService.getOne(sysAreaQueryWrapper).getAreaName();
+ resultMap.put("cityName", areaName);
+ 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);
+ //���city_code������
+ Map<String, List<Map<String, Object>>> thisYearMap = thisMonthData.parallelStream().collect(Collectors.groupingBy(o -> 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������������������������
+ Map<String, Object> coAvgOfWeekOrMonth = AmendUtils.getCOAvgOfWeekOrMonth(params);
+ if (!ObjectUtils.isEmpty(coAvgOfWeekOrMonth)) {
+ resultMap.put("CO", coAvgOfWeekOrMonth.get(Constants.SENSOR_CODE_CO));
+ }
+
+ //2. O3 90������������������������
+ 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()) {
+ //���������������������
+ double sciCal = AmendUtils.sciCal(optionalDouble.getAsDouble(), 0);
+ resultMap.put(sensor, sciCal);
+ }
+ });
+
+ //������������������
+ Double compositeIndex = ComprehensiveIndexUtils.dailyData(resultMap);
+ resultMap.put("compositeIndex", compositeIndex);
+
+ //������O3���O3_8H������
+ resultMap.put("O3_8H", resultMap.remove("O3"));
+
+ //���������������������������
+ String lastYear = DateUtils.getDateAddYear(time.substring(0, 4), -1);
+ QueryWrapper<CityAqiYearly> queryWrapper = new QueryWrapper<>();
+ queryWrapper.select("value")
+ .eq("city_code", cityCode)
+ .eq("time", lastYear);
+ //������������������
+ 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);
+ //���������
+ QueryWrapper<SysArea> sysAreaQueryWrapper = new QueryWrapper<>();
+ sysAreaQueryWrapper.select("area_name").eq("area_code", cityCode);
+ String areaName = sysAreaService.getOne(sysAreaQueryWrapper).getAreaName();
+ resultMap.put("cityName", areaName);
+
+ result.add(resultMap);
+ });
+ return result;
+ }
+
+ /**
+ * @param regionCodes ���������������������������������
+ * @param start ���������������������������������,���������������2021-11-03 00:00:00
+ * @param end ���������������������������������,���������������2021-11-25 00:00:00
+ * @return ������������������������
+ */
+ private List<Map<String, Object>> customRank(List<Object> regionCodes, String start, String end) {
+ //���������������������������
+ List<String> sensors = Arrays.asList("PM2_5", "PM10", "SO2", "NO2");
+ List<Map<String, Object>> result = new ArrayList<>();
+ QueryWrapper<CityAqiDaily> cityAqiDailyQueryWrapper = new QueryWrapper<>();
+ cityAqiDailyQueryWrapper.select("city_code", "value")
+ .ge("time", start)
+ .le("time", end)
+ .in("city_code", regionCodes);
+ List<Map<String, Object>> thisMonthData = cityAqiDailyService.listMaps(cityAqiDailyQueryWrapper);
+ //���city_code������
+ Map<String, List<Map<String, Object>>> customMap = thisMonthData.parallelStream().collect(Collectors.groupingBy(o -> o.get("city_code").toString()));
+ customMap.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������������������������
+ Map<String, Object> coAvgOfWeekOrMonth = AmendUtils.getCOAvgOfWeekOrMonth(params);
+ if (!ObjectUtils.isEmpty(coAvgOfWeekOrMonth)) {
+ resultMap.put("CO", coAvgOfWeekOrMonth.get(Constants.SENSOR_CODE_CO));
+ }
+
+ //2. O3 90������������������������
+ 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()) {
+ //���������������������
+ double sciCal = AmendUtils.sciCal(optionalDouble.getAsDouble(), 0);
+ resultMap.put(sensor, sciCal);
+ }
+ });
+
+ //���������������������
+ Double compositeIndex = ComprehensiveIndexUtils.dailyData(resultMap);
+ resultMap.put("compositeIndex", compositeIndex);
+
+ //������O3���O3_8H������
+ resultMap.put("O3_8H", resultMap.remove("O3"));
+
+ //���������
+ QueryWrapper<SysArea> sysAreaQueryWrapper = new QueryWrapper<>();
+ sysAreaQueryWrapper.select("area_name").eq("area_code", cityCode);
+ String areaName = sysAreaService.getOne(sysAreaQueryWrapper).getAreaName();
+ resultMap.put("cityName", areaName);
+
+ result.add(resultMap);
+ });
+ return result;
+ }
+
+ /**
+ * @Description: ������6������������
+ * @Param: [cityAqiList]
+ * @return: java.util.Map<java.lang.String , java.lang.Double>
+ * ���������key���sensorCode,value������
+ * @Author: ���������
+ * @Date: 2021/11/2
+ */
+ private Map<String, Object> calculate6ParamAvg(List<CityAqi> cityAqiList) {
+ Double co = calculateSensorAvg(cityAqiList, "CO");
+ Double pm2_5 = calculateSensorAvg(cityAqiList, "PM2_5");
+ Double pm10 = calculateSensorAvg(cityAqiList, "PM10");
+ Double so2 = calculateSensorAvg(cityAqiList, "SO2");
+ Double no2 = calculateSensorAvg(cityAqiList, "NO2");
+ Double o3 = calculateSensorAvg(cityAqiList, "O3");
+ Map<String, Object> result = new HashMap<>();
+ result.put(Constants.SENSOR_CODE_CO, co);
+ result.put(Constants.SENSOR_CODE_NO2, no2);
+ result.put(Constants.SENSOR_CODE_SO2, so2);
+ result.put(Constants.SENSOR_CODE_O3, o3);
+ result.put(Constants.SENSOR_CODE_PM25, pm2_5);
+ result.put(Constants.SENSOR_CODE_PM10, pm10);
+ return result;
+ }
+
+ /**
+ * @Description: ������������������������
+ * @Param: [cityAqiList, sensor]
+ * ���sensor���������������������������
+ * @return: java.lang.Double
+ * @Author: ���������
+ * @Date: 2021/11/2
+ */
+ private Double calculateSensorAvg(List<CityAqi> cityAqiList, String sensor) {
+ Double sum = 0d;
+ int num = 0;
+ for (CityAqi cityAqi : cityAqiList) {
+ String value = cityAqi.getValue();
+ if (value == null)
+ continue;
+ Map<String, Object> valueMap = JSON.parseObject(value, Map.class);
+ Object sensorValueObject = valueMap.get(sensor);
+ if (sensorValueObject == null)
+ continue;
+ Double sensorValue = Double.valueOf(sensorValueObject.toString());
+ sum = MathUtils.add(sum, sensorValue);
+ num++;
+ }
+ if (num == 0)
+ return null;
+ Double avg = MathUtils.division(sum, num, 2);
+ return avg;
+ }
+
/**
* @Description: ������������������������
* @Param: [regionCode]
- * @return: java.util.Map<java.lang.String , java.lang.Object>
+ * @return: java.util.Map<java.lang.String , java.lang.Object>
* @Author: ���������
* @Date: 2021/10/28
*/
@@ -180,4 +839,146 @@
redisTemplate.opsForHash().put(RedisConstants.CITY_AQI, regionCode, value);
return JSON.parseObject(value, Map.class);
}
+
+ @Override
+ public Map<String, Object> provincialRanking(Integer regionCode) {
+ //���������
+ Map<String, Object> result = new HashMap<>();
+
+ Date now = new Date();
+ //������
+ Date yesterday = DateUtils.dataToTimeStampTime(DateUtils.getDateOfDay(now, -1), DateUtils.yyyy_MM_dd_EN);
+ String dateString = DateUtils.dateToDateString(yesterday, DateUtils.yyyy_MM_dd_HH_mm_ss_EN);
+
+ String s = String.valueOf(regionCode);
+ //���������,���code
+ Integer provinceCode = Integer.parseInt(s.substring(0, 2) + "0000");
+ Integer cityCode = Integer.parseInt(s.substring(0, 4) + "00");
+ //������������������city_code
+ QueryWrapper<SysArea> wrapper = new QueryWrapper<>();
+ wrapper.select("area_code").eq("parent_code", provinceCode);
+ List<Object> cityCodes = sysAreaService.listObjs(wrapper);
+
+ List<Map<String, Object>> ranks = new ArrayList<>();
+ for (Object code : cityCodes) {
+ Map<String, Object> rankMap = new HashMap<>();
+ rankMap.put("cityCode", code);
+ QueryWrapper<CityAqiDaily> queryWrapper = new QueryWrapper<>();
+ queryWrapper.select("value").eq("city_code", code).eq("time", dateString);
+
+ //1.������������
+ CityAqiDaily one = cityAqiDailyService.getOne(queryWrapper);
+ if (!ObjectUtils.isEmpty(one)) {
+ String value = one.getValue();
+ Map<String, Object> valueMap = JSONObject.parseObject(value, Map.class);
+ rankMap.put("AQI", valueMap.get("AQI"));
+ }
+
+ //2.������������������������������������������������
+ queryWrapper.clear();
+ //���������������������1���������������������������
+ Date start = DateUtils.addMonths(DateUtils.getFirstDayOfLastMonth(), 1);
+ queryWrapper.select("value").eq("city_code", code).ge("time", start).le("time", yesterday);
+ List<CityAqiDaily> listMonth = cityAqiDailyService.list(queryWrapper);
+ OptionalDouble averageMonth = listMonth.parallelStream().flatMapToDouble(v -> {
+ Map<String, Object> dataValue = JSONObject.parseObject(v.getValue(), Map.class);
+ Double compositeIndex = Double.parseDouble(dataValue.get("compositeIndex").toString());
+ return DoubleStream.of(compositeIndex);
+ }).average();
+ if (averageMonth.isPresent()) {
+ //���������������������
+ double compositeIndexAvgMonth = AmendUtils.sciCal(averageMonth.getAsDouble(), 2);
+ rankMap.put("compositeIndexMonth", compositeIndexAvgMonth);
+ }
+
+ //3.������������������������������������������������
+ queryWrapper.clear();
+ //���������������������1.1���������������������������
+ String yearStart = DateUtils.dateToDateString(now, DateUtils.yyyy);
+ queryWrapper.select("value").eq("city_code", code).ge("time", yearStart).le("time", yesterday);
+ List<CityAqiDaily> listYear = cityAqiDailyService.list(queryWrapper);
+ OptionalDouble averageYear = listYear.parallelStream().flatMapToDouble(v -> {
+ Map<String, Object> dataValue = JSONObject.parseObject(v.getValue(), Map.class);
+ Double compositeIndex = Double.parseDouble(dataValue.get("compositeIndex").toString());
+ return DoubleStream.of(compositeIndex);
+ }).average();
+ if (averageYear.isPresent()) {
+ //���������������������
+ double compositeIndexAvgYear = AmendUtils.sciCal(averageYear.getAsDouble(), 2);
+ rankMap.put("compositeIndexYear", compositeIndexAvgYear);
+ }
+ ranks.add(rankMap);
+ }
+
+ //���������������aqi������
+ ranks.removeIf(o -> o.get("AQI") == null);
+ sortByField(ranks, "AQI");
+ //���������������
+ Map<String, Object> dayMap = rankByField(ranks, cityCode, "AQI", cityCodes.size());
+ if (ObjectUtils.isEmpty(dayMap)) {
+ dayMap.put("rank", null);
+ dayMap.put("size", null);
+ }
+ dayMap.put("AQI", dayMap.remove("value"));
+ result.put("day", dayMap);
+
+ //������������������������������
+ ranks.removeIf(o -> o.get("compositeIndexMonth") == null);
+ sortByField(ranks, "compositeIndexMonth");
+ //���������������
+ Map<String, Object> monthMap = rankByField(ranks, cityCode, "compositeIndexMonth", cityCodes.size());
+ if (ObjectUtils.isEmpty(monthMap)) {
+ monthMap.put("rank", null);
+ monthMap.put("size", null);
+ }
+ monthMap.put("compositeIndex", monthMap.remove("value"));
+ result.put("month", monthMap);
+
+ //������������������������������
+ sortByField(ranks, "compositeIndexYear");
+ //���������������
+ sortByField(ranks, "compositeIndexYear");
+ Map<String, Object> yearMap = rankByField(ranks, cityCode, "compositeIndexYear", cityCodes.size());
+ if (ObjectUtils.isEmpty(yearMap)) {
+ yearMap.put("rank", null);
+ yearMap.put("size", null);
+ }
+ yearMap.put("compositeIndex", yearMap.remove("value"));
+ result.put("year", yearMap);
+
+ //���������������
+ result.put("time", DateUtils.dateToDateString(yesterday, DateUtils.yyyy_MM_dd_EN));
+ return result;
+ }
+
+ //������������������
+ private void sortByField(List<Map<String, Object>> list, String sortField) {
+ list.sort((o1, o2) -> {
+ double v1 = Double.parseDouble(o1.get(sortField).toString());
+ double v2 = Double.parseDouble(o2.get(sortField).toString());
+ if (v1 > v2) {
+ return -1;
+ } else if (v1 < v2) {
+ return 1;
+ }
+ return 0;
+ });
+ }
+
+ //������
+ private Map<String, Object> rankByField(List<Map<String, Object>> list, Integer cityCode, String rankField, Integer size) {
+ Map<String, Object> result = new HashMap<>();
+ for (int i = 0; i < list.size(); i++) {
+ Map<String, Object> map = list.get(i);
+ if (cityCode == (int) map.get("cityCode")) {
+ int rank = i + 1;
+ result.put("rank", rank);
+ result.put("size", size);
+ Object value = map.get(rankField);
+ result.put("value", value);
+ break;
+ }
+ }
+ return result;
+ }
}
--
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