From 85dba01ea5021d83487c3ed2d60706f516a0774b Mon Sep 17 00:00:00 2001
From: jinpengyong <jpy123456>
Date: Wed, 05 Jan 2022 14:40:28 +0800
Subject: [PATCH] 贡献率数据格式修改
---
screen-api/src/main/java/com/moral/api/service/impl/ProfessionServiceImpl.java | 528 +++++++++++++++++++++++++++++++++++++++++++++++++++++++++-
1 files changed, 519 insertions(+), 9 deletions(-)
diff --git a/screen-api/src/main/java/com/moral/api/service/impl/ProfessionServiceImpl.java b/screen-api/src/main/java/com/moral/api/service/impl/ProfessionServiceImpl.java
index d67599f..2608c7b 100644
--- a/screen-api/src/main/java/com/moral/api/service/impl/ProfessionServiceImpl.java
+++ b/screen-api/src/main/java/com/moral/api/service/impl/ProfessionServiceImpl.java
@@ -3,8 +3,12 @@
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.NumberFormat;
+import java.util.ArrayList;
import java.util.Arrays;
+import java.util.Collections;
import java.util.HashMap;
import java.util.HashSet;
import java.util.List;
@@ -12,13 +16,34 @@
import java.util.Set;
import java.util.stream.Collectors;
+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.Device;
+import com.moral.api.entity.HistoryDaily;
+import com.moral.api.entity.HistoryHourly;
+import com.moral.api.entity.HistoryMonthly;
+import com.moral.api.entity.Organization;
import com.moral.api.entity.Sensor;
+import com.moral.api.entity.SysDictData;
+import com.moral.api.service.CityAqiDailyService;
+import com.moral.api.service.CityAqiMonthlyService;
+import com.moral.api.service.CityAqiService;
import com.moral.api.service.DeviceService;
+import com.moral.api.service.HistoryDailyService;
+import com.moral.api.service.HistoryHourlyService;
+import com.moral.api.service.HistoryMonthlyService;
+import com.moral.api.service.OrganizationService;
import com.moral.api.service.ProfessionService;
+
+import com.moral.api.service.SensorService;
import com.moral.constant.Constants;
import com.moral.constant.RedisConstants;
+
+import com.moral.util.AmendUtils;
+import com.moral.util.DateUtils;
/**
* <p>
@@ -36,6 +61,41 @@
@Autowired
private RedisTemplate redisTemplate;
+
+ @Autowired
+ private HistoryMonthlyService historyMonthlyService;
+
+ @Autowired
+ private HistoryDailyService historyDailyService;
+
+ @Autowired
+ private HistoryHourlyService historyHourlyService;
+
+ @Autowired
+ private CityAqiMonthlyService cityAqiMonthlyService;
+
+ @Autowired
+ private CityAqiDailyService cityAqiDailyService;
+
+ @Autowired
+ private CityAqiService cityAqiService;
+
+ @Autowired
+ private OrganizationService organizationService;
+
+ @Autowired
+ private SensorService sensorService;
+
+ private static final Map<String, String> senorMap = new HashMap<>();
+
+ static {
+ senorMap.put(Constants.SENSOR_CODE_PM25, "PM2_5");
+ senorMap.put(Constants.SENSOR_CODE_PM10, "PM10");
+ senorMap.put(Constants.SENSOR_CODE_SO2, "SO2");
+ senorMap.put(Constants.SENSOR_CODE_NO2, "NO2");
+ senorMap.put(Constants.SENSOR_CODE_CO, "CO");
+ senorMap.put(Constants.SENSOR_CODE_O3, "O3");
+ }
@Override
public Set<Map<String, Object>> getProfessionsByOrganizationId(Integer organizationId) {
@@ -55,6 +115,22 @@
//���������������������������������
Integer orgId = Integer.parseInt(params.get("organizationId").toString());
List<String> professions = Arrays.asList(params.get("professions").toString().split(","));
+ List<Device> devices = getDevicesOfProfessions(orgId, professions);
+ //���redis������������������������
+ for (Device device : devices) {
+ device = (Device) redisTemplate.opsForHash().get(RedisConstants.DEVICE_INFO, device.getMac());
+ List<Sensor> sensors = device.getVersion().getSensors();
+ for (Sensor sensor : sensors) {
+ Map<String, Object> sensorMap = new HashMap<>();
+ sensorMap.put("sensorCode", sensor.getCode());
+ sensorMap.put("sensorName", sensor.getName());
+ result.add(sensorMap);
+ }
+ }
+ return result;
+ }
+
+ private List<Device> getDevicesOfProfessions(Integer orgId, List<String> professions) {
QueryWrapper<Device> queryWrapper = new QueryWrapper<>();
queryWrapper.select("mac", "profession")
.eq("organization_id", orgId)
@@ -69,18 +145,452 @@
}
return false;
}).collect(Collectors.toList());
+ return devices;
+ }
- //���redis������������������������
- for (Device device : devices) {
- device = (Device) redisTemplate.opsForHash().get(RedisConstants.DEVICE_INFO, device.getMac());
- List<Sensor> sensors = device.getVersion().getSensors();
- for (Sensor sensor : sensors) {
- Map<String, Object> sensorMap = new HashMap<>();
- sensorMap.put("sensorCode", sensor.getCode());
- sensorMap.put("sensorName", sensor.getName());
- result.add(sensorMap);
+ @Override
+ public Map<String, Object> professionContribution(Map<String, Object> params) {
+ int orgId = Integer.parseInt(params.get("organizationId").toString());
+ List<String> professions = Arrays.asList(params.get("professions").toString().split(","));
+ String type = params.get("type").toString();
+ String time = params.get("time").toString();
+ String sensorCode = params.get("sensorCode").toString();
+ Map<String, Object> result = new HashMap<>();
+
+ switch (type) {
+ case "year":
+ result = professionContributionOfYear(orgId, professions, time, sensorCode);
+ break;
+ case "month":
+ result = professionContributionOfMonth(orgId, professions, time, sensorCode);
+ break;
+ case "day":
+ result = professionContributionOfDay(orgId, professions, time, sensorCode);
+ break;
+ default:
+ break;
+ }
+ return result;
+ }
+
+ //���������������
+ private Map<String, Object> professionContributionOfYear(Integer orgId, List<String> professions, String time, String sensorCode) {
+ Map<String, Object> result = new HashMap<>();
+
+ //1.������������������
+ List<String> timeLag = DateUtils.getTimeLag(time);
+ result.put("time", timeLag);
+
+
+ //������������������������������
+ QueryWrapper<Organization> organizationQueryWrapper = new QueryWrapper<>();
+ organizationQueryWrapper.select("location_level_code")
+ .eq("id", orgId);
+ Integer locationLevelCode = organizationService.getOne(organizationQueryWrapper).getLocationLevelCode();
+
+
+ //���������������������������
+ QueryWrapper<CityAqiMonthly> cityAqiMonthlyQueryWrapper = new QueryWrapper<>();
+ cityAqiMonthlyQueryWrapper.select("time", "value")
+ .eq("city_code", locationLevelCode)
+ .likeRight("time", time);
+ List<Map<String, Object>> cityAqis = cityAqiMonthlyService.listMaps(cityAqiMonthlyQueryWrapper);
+ Map<String, Object> cityAqiMap = new HashMap<>();
+ if (!ObjectUtils.isEmpty(cityAqis)) {
+ for (Map<String, Object> cityAqi : cityAqis) {
+ cityAqiMap.put(cityAqi.get("time").toString().substring(0, 7), cityAqi.get("value"));
}
}
+
+
+ //���������������������������������������������������
+ List<String> allMacs = deviceService.getMacsByOrganizationId(orgId);
+ List<HistoryMonthly> allDeviceData = historyMonthlyService.getValueByMacs(allMacs, time);
+ Map<String, List<HistoryMonthly>> allDeviceDataMap = allDeviceData.stream()
+ .collect(Collectors.groupingBy(o -> DateUtils.dateToDateString(o.getTime()).substring(0, 7)));
+
+
+ //���������������������
+ Map<String, Object> resultCityDataMap = new HashMap<>();
+ List<Map<String, Object>> cityDataList = new ArrayList<>();
+ //������������������������������������
+ Map<String, Object> allDeviceSumMap = new HashMap<>();
+ for (String yearMonth : timeLag) {
+ //������������������������������
+ Double allDeviceSum = null;
+ List<HistoryMonthly> historyMonthlyList = allDeviceDataMap.get(yearMonth);
+ if (!ObjectUtils.isEmpty(historyMonthlyList)) {
+ allDeviceSum = historyMonthlyService.calculatedValue(historyMonthlyList, sensorCode, "sum");
+ }
+ allDeviceSumMap.put(yearMonth, allDeviceSum);
+
+
+ //���������
+ Double cityValue = null;
+ if (cityAqiMap.get(yearMonth) != null) {
+ Map<String, Object> dataValue = JSONObject.parseObject(cityAqiMap.get(yearMonth).toString(), Map.class);
+ //������������aqi������������������������
+ String sensorName = senorMap.get(sensorCode);
+ if (sensorName != null) {
+ cityValue = Double.parseDouble(dataValue.get(sensorName).toString());
+ }
+ }
+ Map<String, Object> cityDataMap = new HashMap<>();
+ //������������
+ cityDataMap.put("value", cityValue);
+ cityDataList.add(cityDataMap);
+ }
+
+ //2.������������������
+ resultCityDataMap.put("data", cityDataList);
+ result.put("������", resultCityDataMap);
+
+
+ for (String profession : professions) {
+ //���������������������������
+ HashMap<String, Object> professionMap = new HashMap<>();
+ List<Map<String, Object>> dataList = new ArrayList<>();
+
+
+ //������������������
+ String professionName = null;
+ Map<String, Object> dictData = (Map<String, Object>) redisTemplate.opsForValue().get(RedisConstants.DICT_DATA_KEY);
+ List<SysDictData> professionInfo = (List<SysDictData>) dictData.get("profession");
+ for (SysDictData sysDictData : professionInfo) {
+ if (sysDictData.getDataKey().equals(profession)) {
+ professionName = sysDictData.getDataValue();
+ break;
+ }
+ }
+
+
+ //������������������������������������������������������
+ List<Device> professionDevices = getDevicesOfProfessions(orgId, Collections.singletonList(profession));
+ List<String> professionMacs = professionDevices.stream().map(Device::getMac).collect(Collectors.toList());
+ List<HistoryMonthly> professionDeviceData = historyMonthlyService.getValueByMacs(professionMacs, time);
+ Map<String, List<HistoryMonthly>> professionDataMap = professionDeviceData.stream()
+ .collect(Collectors.groupingBy(o -> DateUtils.dateToDateString(o.getTime()).substring(0, 7)));
+
+
+ for (String resultTime : timeLag) {
+ //���������������������
+ Map<String, Object> timeDataMap = new HashMap<>();
+ Object o = allDeviceSumMap.get(resultTime);
+ Double allDeviceSum = null;
+ if (o != null) {
+ allDeviceSum = Double.parseDouble(o.toString());
+ }
+
+ List<HistoryMonthly> professionDeviceHistoryMonthlyList = professionDataMap.get(resultTime);
+ //���������
+ String contributionRate = null;
+ Double professionAvg = null;
+ if (!ObjectUtils.isEmpty(professionDeviceHistoryMonthlyList)) {
+ //���������������������
+ professionAvg = historyMonthlyService.calculatedValue(professionDeviceHistoryMonthlyList, sensorCode, "avg");
+ //������������������������
+ Double professionSum = historyMonthlyService.calculatedValue(professionDeviceHistoryMonthlyList, sensorCode, "sum");
+ //���������������������
+ NumberFormat numberFormat = NumberFormat.getInstance();
+ numberFormat.setMaximumFractionDigits(2);
+ if (allDeviceSum != null && allDeviceSum != 0d) {
+ contributionRate = numberFormat.format(professionSum / (allDeviceSum) * 100) + "%";
+ }
+ }
+
+ //������������
+ timeDataMap.put("value", professionAvg == null ? null : AmendUtils.sciCal(professionAvg, 0));
+ //���������
+ timeDataMap.put("name", contributionRate);
+ dataList.add(timeDataMap);
+ }
+ professionMap.put("data", dataList);
+ result.put(professionName, professionMap);
+ }
+ return result;
+ }
+
+ //���������������
+ private Map<String, Object> professionContributionOfMonth(Integer orgId, List<String> professions, String time, String sensorCode) {
+ Map<String, Object> result = new HashMap<>();
+
+ //1.������������������
+ List<String> timeLag = DateUtils.getTimeLag(time);
+ result.put("time", timeLag);
+
+
+ //������������������������������
+ QueryWrapper<Organization> organizationQueryWrapper = new QueryWrapper<>();
+ organizationQueryWrapper.select("location_level_code")
+ .eq("id", orgId);
+ Integer locationLevelCode = organizationService.getOne(organizationQueryWrapper).getLocationLevelCode();
+
+
+ //���������������������������
+ QueryWrapper<CityAqiDaily> cityAqiDailyQueryWrapper = new QueryWrapper<>();
+ cityAqiDailyQueryWrapper.select("time", "value")
+ .eq("city_code", locationLevelCode)
+ .likeRight("time", time);
+ List<Map<String, Object>> cityAqis = cityAqiDailyService.listMaps(cityAqiDailyQueryWrapper);
+ Map<String, Object> cityAqiMap = new HashMap<>();
+ if (!ObjectUtils.isEmpty(cityAqis)) {
+ for (Map<String, Object> cityAqi : cityAqis) {
+ cityAqiMap.put(cityAqi.get("time").toString().substring(0, 10), cityAqi.get("value"));
+ }
+ }
+
+
+ //���������������������������������������������������
+ List<String> allMacs = deviceService.getMacsByOrganizationId(orgId);
+ List<HistoryDaily> allDeviceData = historyDailyService.getValueByMacs(allMacs, time);
+ Map<String, List<HistoryDaily>> allDeviceDataMap = allDeviceData.stream()
+ .collect(Collectors.groupingBy(o -> DateUtils.dateToDateString(o.getTime()).substring(0, 10)));
+
+
+ //���������������������
+ Map<String, Object> resultCityDataMap = new HashMap<>();
+ List<Map<String, Object>> cityDataList = new ArrayList<>();
+ //������������������������������������
+ Map<String, Object> allDeviceSumMap = new HashMap<>();
+ for (String yearMonthDay : timeLag) {
+ //������������������������������
+ Double allDeviceSum = null;
+ List<HistoryDaily> historyDailyList = allDeviceDataMap.get(yearMonthDay);
+ if (!ObjectUtils.isEmpty(historyDailyList)) {
+ allDeviceSum = historyDailyService.calculatedValue(historyDailyList, sensorCode, "sum");
+ }
+ allDeviceSumMap.put(yearMonthDay, allDeviceSum);
+
+
+ //���������
+ Double cityValue = null;
+ if (cityAqiMap.get(yearMonthDay) != null) {
+ Map<String, Object> dataValue = JSONObject.parseObject(cityAqiMap.get(yearMonthDay).toString(), Map.class);
+ //������������aqi������������������������
+ String sensorName = senorMap.get(sensorCode);
+ if (sensorName != null) {
+ cityValue = Double.parseDouble(dataValue.get(sensorName).toString());
+ }
+ }
+ Map<String, Object> cityDataMap = new HashMap<>();
+ //������������
+ cityDataMap.put("value", cityValue);
+ cityDataList.add(cityDataMap);
+ }
+
+ //2.������������������
+ resultCityDataMap.put("data", cityDataList);
+ result.put("������", resultCityDataMap);
+
+
+ for (String profession : professions) {
+ //���������������������������
+ HashMap<String, Object> professionMap = new HashMap<>();
+ List<Map<String, Object>> dataList = new ArrayList<>();
+
+
+ //������������������
+ String professionName = null;
+ Map<String, Object> dictData = (Map<String, Object>) redisTemplate.opsForValue().get(RedisConstants.DICT_DATA_KEY);
+ List<SysDictData> professionInfo = (List<SysDictData>) dictData.get("profession");
+ for (SysDictData sysDictData : professionInfo) {
+ if (sysDictData.getDataKey().equals(profession)) {
+ professionName = sysDictData.getDataValue();
+ break;
+ }
+ }
+
+
+ //������������������������������������������������������
+ List<Device> professionDevices = getDevicesOfProfessions(orgId, Collections.singletonList(profession));
+ List<String> professionMacs = professionDevices.stream().map(Device::getMac).collect(Collectors.toList());
+ List<HistoryDaily> professionDeviceData = historyDailyService.getValueByMacs(professionMacs, time);
+ Map<String, List<HistoryDaily>> professionDataMap = professionDeviceData.stream()
+ .collect(Collectors.groupingBy(o -> DateUtils.dateToDateString(o.getTime()).substring(0, 10)));
+
+
+ for (String resultTime : timeLag) {
+ //���������������������
+ Map<String, Object> timeDataMap = new HashMap<>();
+ Object o = allDeviceSumMap.get(resultTime);
+ Double allDeviceSum = null;
+ if (o != null) {
+ allDeviceSum = Double.parseDouble(o.toString());
+ }
+
+ List<HistoryDaily> preofessionDeviceHistoryDailyList = professionDataMap.get(resultTime);
+ //���������
+ String contributionRate = null;
+ Double professionAvg = null;
+ if (!ObjectUtils.isEmpty(preofessionDeviceHistoryDailyList)) {
+ //���������������������
+ professionAvg = historyDailyService.calculatedValue(preofessionDeviceHistoryDailyList, sensorCode, "avg");
+ //������������������������
+ Double professionSum = historyDailyService.calculatedValue(preofessionDeviceHistoryDailyList, sensorCode, "sum");
+ //���������������������
+ NumberFormat numberFormat = NumberFormat.getInstance();
+ numberFormat.setMaximumFractionDigits(2);
+ if (allDeviceSum != null && allDeviceSum != 0d) {
+ contributionRate = numberFormat.format(professionSum / (allDeviceSum) * 100) + "%";
+ }
+ }
+
+ //������������
+ timeDataMap.put("value", professionAvg == null ? null : AmendUtils.sciCal(professionAvg, 0));
+ //���������
+ timeDataMap.put("name", contributionRate);
+ dataList.add(timeDataMap);
+ }
+ professionMap.put("data", dataList);
+ result.put(professionName, professionMap);
+ }
+ return result;
+ }
+
+ private Map<String, Object> professionContributionOfDay(Integer orgId, List<String> professions, String time, String sensorCode) {
+ Map<String, Object> result = new HashMap<>();
+
+ //1.������������������
+ List<String> timeLag = DateUtils.getTimeLag(time);
+ result.put("time", timeLag);
+
+
+ //������������������������������
+ QueryWrapper<Organization> organizationQueryWrapper = new QueryWrapper<>();
+ organizationQueryWrapper.select("location_level_code")
+ .eq("id", orgId);
+ Integer locationLevelCode = organizationService.getOne(organizationQueryWrapper).getLocationLevelCode();
+
+ //���������������������
+ QueryWrapper<Sensor> sensorQueryWrapper = new QueryWrapper<>();
+ sensorQueryWrapper.select("lower", "upper").eq("code", sensorCode);
+ Sensor sensor = sensorService.getOne(sensorQueryWrapper);
+ Double sensorLower = null;
+ Double sensorUpper = null;
+ if (sensor != null) {
+ sensorLower = sensor.getLower();
+ sensorUpper = sensor.getUpper();
+ }
+
+
+ //������������������������������
+ QueryWrapper<CityAqi> cityAqiQueryWrapper = new QueryWrapper<>();
+ cityAqiQueryWrapper.select("time", "value")
+ .eq("city_code", locationLevelCode)
+ .likeRight("time", time);
+ List<Map<String, Object>> cityAqis = cityAqiService.listMaps(cityAqiQueryWrapper);
+ Map<String, Object> cityAqiMap = new HashMap<>();
+ if (!ObjectUtils.isEmpty(cityAqis)) {
+ for (Map<String, Object> cityAqi : cityAqis) {
+ cityAqiMap.put(cityAqi.get("time").toString().substring(0, 13), cityAqi.get("value"));
+ }
+ }
+
+
+ //������������������������������������������������������
+ List<String> allMacs = deviceService.getMacsByOrganizationId(orgId);
+ List<HistoryHourly> allDeviceData = historyHourlyService.getValueByMacs(allMacs, time);
+ Map<String, List<HistoryHourly>> allDeviceDataMap = allDeviceData.stream()
+ .collect(Collectors.groupingBy(o -> DateUtils.dateToDateString(o.getTime()).substring(0, 13)));
+
+
+ //���������������������
+ Map<String, Object> resultCityDataMap = new HashMap<>();
+ List<Map<String, Object>> cityDataList = new ArrayList<>();
+ //������������������������������������
+ Map<String, Object> allDeviceSumMap = new HashMap<>();
+ for (String yearMonthDayHour : timeLag) {
+ //������������������������������
+ Double allDeviceSum = null;
+ List<HistoryHourly> historyHourlyList = allDeviceDataMap.get(yearMonthDayHour);
+ if (!ObjectUtils.isEmpty(historyHourlyList)) {
+ allDeviceSum = historyHourlyService.calculatedValue(historyHourlyList, sensorCode, "sum", sensorLower, sensorUpper);
+ }
+ allDeviceSumMap.put(yearMonthDayHour, allDeviceSum);
+
+
+ //���������
+ Double cityValue = null;
+ if (cityAqiMap.get(yearMonthDayHour) != null) {
+ Map<String, Object> dataValue = JSONObject.parseObject(cityAqiMap.get(yearMonthDayHour).toString(), Map.class);
+ //������������aqi������������������������
+ String sensorName = senorMap.get(sensorCode);
+ if (sensorName != null) {
+ cityValue = Double.parseDouble(dataValue.get(sensorName).toString());
+ }
+ }
+ Map<String, Object> cityDataMap = new HashMap<>();
+ //������������
+ cityDataMap.put("value", cityValue);
+ cityDataList.add(cityDataMap);
+ }
+
+ //2.������������������
+ resultCityDataMap.put("data", cityDataList);
+ result.put("������", resultCityDataMap);
+
+
+ for (String profession : professions) {
+ //���������������������������
+ HashMap<String, Object> professionMap = new HashMap<>();
+ List<Map<String, Object>> dataList = new ArrayList<>();
+
+
+ //������������������
+ String professionName = null;
+ Map<String, Object> dictData = (Map<String, Object>) redisTemplate.opsForValue().get(RedisConstants.DICT_DATA_KEY);
+ List<SysDictData> professionInfo = (List<SysDictData>) dictData.get("profession");
+ for (SysDictData sysDictData : professionInfo) {
+ if (sysDictData.getDataKey().equals(profession)) {
+ professionName = sysDictData.getDataValue();
+ break;
+ }
+ }
+
+
+ //������������������������������������������������������
+ List<Device> professionDevices = getDevicesOfProfessions(orgId, Collections.singletonList(profession));
+ List<String> professionMacs = professionDevices.stream().map(Device::getMac).collect(Collectors.toList());
+ List<HistoryHourly> professionDeviceData = historyHourlyService.getValueByMacs(professionMacs, time);
+ Map<String, List<HistoryHourly>> professionDataMap = professionDeviceData.stream()
+ .collect(Collectors.groupingBy(o -> DateUtils.dateToDateString(o.getTime()).substring(0, 13)));
+
+
+ for (String resultTime : timeLag) {
+ //���������������������
+ Map<String, Object> timeDataMap = new HashMap<>();
+ Object o = allDeviceSumMap.get(resultTime);
+ Double allDeviceSum = null;
+ if (o != null) {
+ allDeviceSum = Double.parseDouble(o.toString());
+ }
+
+ List<HistoryHourly> preofessionDeviceHistoryHourlyList = professionDataMap.get(resultTime);
+ //���������
+ String contributionRate = null;
+ Double professionAvg = null;
+ if (!ObjectUtils.isEmpty(preofessionDeviceHistoryHourlyList)) {
+ //���������������������
+ professionAvg = historyHourlyService.calculatedValue(preofessionDeviceHistoryHourlyList, sensorCode, "avg", sensorLower, sensorUpper);
+ //������������������������
+ Double professionSum = historyHourlyService.calculatedValue(preofessionDeviceHistoryHourlyList, sensorCode, "sum", sensorLower, sensorUpper);
+ //���������������������
+ NumberFormat numberFormat = NumberFormat.getInstance();
+ numberFormat.setMaximumFractionDigits(2);
+ if (allDeviceSum != null && allDeviceSum != 0d) {
+ contributionRate = numberFormat.format(professionSum / (allDeviceSum) * 100) + "%";
+ }
+ }
+
+ //������������
+ timeDataMap.put("value", professionAvg == null ? null : AmendUtils.sciCal(professionAvg, 0));
+ //���������
+ timeDataMap.put("name", contributionRate);
+ dataList.add(timeDataMap);
+ }
+ professionMap.put("data", dataList);
+ result.put(professionName, professionMap);
+ }
return result;
}
}
--
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