|  |  | 
 |  |  | package com.moral.api.service.impl; | 
 |  |  |  | 
 |  |  | import com.moral.api.entity.*; | 
 |  |  | import com.moral.api.mapper.ServicesScopeDeviceMapper; | 
 |  |  | import com.moral.api.mapper.ServicesScopeMapper; | 
 |  |  | import org.springframework.beans.factory.annotation.Autowired; | 
 |  |  | import org.springframework.stereotype.Service; | 
 |  |  | import org.springframework.util.ObjectUtils; | 
 |  |  |  | 
 |  |  | import java.math.BigDecimal; | 
 |  |  | import java.text.ParseException; | 
 |  |  | import java.text.SimpleDateFormat; | 
 |  |  | import java.util.ArrayList; | 
 |  |  | import java.util.Calendar; | 
 |  |  | import java.util.Collections; | 
 |  |  | import java.util.Date; | 
 |  |  | import java.util.HashMap; | 
 |  |  | import java.util.List; | 
 |  |  | import java.util.Map; | 
 |  |  | import java.util.OptionalDouble; | 
 |  |  | import java.util.function.Supplier; | 
 |  |  | import java.util.stream.Collectors; | 
 |  |  | import java.util.stream.DoubleStream; | 
 |  |  | import java.util.stream.Stream; | 
 |  |  |  | 
 |  |  | import com.alibaba.fastjson.JSONObject; | 
 |  |  | import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper; | 
 |  |  | import com.moral.api.entity.Device; | 
 |  |  | import com.moral.api.entity.GeoCoordinate; | 
 |  |  | import com.moral.api.entity.HistoryDaily; | 
 |  |  | import com.moral.api.entity.Organization; | 
 |  |  | import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl; | 
 |  |  | import com.moral.api.mapper.DeviceMapper; | 
 |  |  | import com.moral.api.mapper.HistoryDailyMapper; | 
 |  |  | import com.moral.api.service.HistoryDailyService; | 
 |  |  | import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl; | 
 |  |  | import com.moral.api.service.OrganizationService; | 
 |  |  | import com.moral.api.utils.GetCenterPointFromListOfCoordinates; | 
 |  |  | import com.moral.constant.Constants; | 
 |  |  | import com.moral.util.DateUtils; | 
 |  |  | import com.moral.util.PollutantUtils; | 
 |  |  |  | 
 |  |  | import org.springframework.beans.factory.annotation.Autowired; | 
 |  |  | import org.springframework.stereotype.Service; | 
 |  |  | import org.springframework.util.ObjectUtils; | 
 |  |  |  | 
 |  |  | import java.text.ParseException; | 
 |  |  | import java.text.SimpleDateFormat; | 
 |  |  | import java.util.*; | 
 |  |  | import java.util.stream.Collectors; | 
 |  |  |  | 
 |  |  | /** | 
 |  |  |  * <p> | 
 |  |  | 
 |  |  |     @Autowired | 
 |  |  |     private OrganizationService organizationService; | 
 |  |  |  | 
 |  |  |     @Autowired | 
 |  |  |     private ServicesScopeMapper servicesScopeMapper; | 
 |  |  |  | 
 |  |  |     @Autowired | 
 |  |  |     private ServicesScopeDeviceMapper servicesScopeDeviceMapper; | 
 |  |  |  | 
 |  |  |     @Override | 
 |  |  |     public Map<String, Object> getMonthAvg(Map<String, Object> params) { | 
 |  |  |         params.put("start", DateUtils.getFirstDayOfCurrMonth()); | 
 |  |  | 
 |  |  |             result.put("avg", Constants.NULL_VALUE); | 
 |  |  |             return result; | 
 |  |  |         } | 
 |  |  |         result.put("avg", data.get(params.get("sensorCode"))); | 
 |  |  |         double aDouble = Double.parseDouble(data.get(params.get("sensorCode")).toString()); | 
 |  |  |         double v = new BigDecimal(aDouble).setScale(1, BigDecimal.ROUND_HALF_UP).doubleValue(); | 
 |  |  | //        result.put("avg", data.get(params.get("sensorCode"))); | 
 |  |  |         result.put("avg", ""+v); | 
 |  |  |         return result; | 
 |  |  |     } | 
 |  |  |  | 
 |  |  | 
 |  |  |     public List<HistoryDaily> getHistoryDailyByMacAndTimeSlot(String mac, Date startDate, Date endDate) { | 
 |  |  |         QueryWrapper<HistoryDaily> wrapper = new QueryWrapper<>(); | 
 |  |  |         wrapper.in("mac", mac); | 
 |  |  |         wrapper.between("time", startDate, endDate); | 
 |  |  |         List<HistoryDaily> historyDailies = historyDailyMapper.selectList(wrapper); | 
 |  |  |         return historyDailies; | 
 |  |  |     } | 
 |  |  |  | 
 |  |  |     @Override | 
 |  |  |     public List<HistoryDaily> getHistoryDailyByMacAndTimeSlot( List<String> macs, Date startDate, Date endDate) { | 
 |  |  |         QueryWrapper<HistoryDaily> wrapper = new QueryWrapper<>(); | 
 |  |  |         wrapper.in("mac", macs); | 
 |  |  |         wrapper.between("time", startDate, endDate); | 
 |  |  |         List<HistoryDaily> historyDailies = historyDailyMapper.selectList(wrapper); | 
 |  |  |         return historyDailies; | 
 |  |  | 
 |  |  |         List centerPoint = new ArrayList(); | 
 |  |  |         centerPoint.add(centerPoint400.getLongitude()); | 
 |  |  |         centerPoint.add(centerPoint400.getLatitude()); | 
 |  |  |         resultMap.put("centerPoint", centerPoint); | 
 |  |  |         return resultMap; | 
 |  |  |     } | 
 |  |  |  | 
 |  |  |     @Override | 
 |  |  |     public Map<String, Object> getThermodynamicDiagramDataByOrgIdSensorCodeTimeV2(Map<String, Object> parameters) { | 
 |  |  |         Map<String, Object> resultMap = new HashMap<>(); | 
 |  |  |         int servicesScopeId = Integer.parseInt(parameters.get("servicesScopeId").toString()); | 
 |  |  |         QueryWrapper<ServicesScopeDevice> servicesScopeDeviceQueryWrapper = new QueryWrapper<>(); | 
 |  |  |         servicesScopeDeviceQueryWrapper.eq("is_delete",Constants.NOT_DELETE); | 
 |  |  |         servicesScopeDeviceQueryWrapper.eq("services_scope_id",servicesScopeId); | 
 |  |  |         List<ServicesScopeDevice> servicesScopeDevices = servicesScopeDeviceMapper.selectList(servicesScopeDeviceQueryWrapper); | 
 |  |  |         List<Integer> deviceIds = servicesScopeDevices.stream().map(p -> p.getDeviceId()).collect(Collectors.toList()); | 
 |  |  |         //声明一个list,存放设备mac | 
 |  |  |         List<String> deviceMacList = new ArrayList<>(); | 
 |  |  |         //声明一个map,Mac作为key,device作为value | 
 |  |  |         Map<String, Device> deviceMap = new HashMap<>(); | 
 |  |  |         //根据id查询所属设备 | 
 |  |  |         QueryWrapper<Device> wrapper_device = new QueryWrapper<>(); | 
 |  |  |         wrapper_device.eq("is_delete", Constants.NOT_DELETE); | 
 |  |  |         wrapper_device.in("id",deviceIds); | 
 |  |  |         List<Device> devices = new ArrayList<>(); | 
 |  |  |         devices = deviceMapper.selectList(wrapper_device); | 
 |  |  |         if (devices.size() > 0) { | 
 |  |  |             for (Device device : devices) { | 
 |  |  |                 String mac = device.getMac(); | 
 |  |  |                 deviceMacList.add(mac); | 
 |  |  |                 deviceMap.put(mac, device); | 
 |  |  |             } | 
 |  |  |         } | 
 |  |  |         //获取时间 | 
 |  |  |         String time = parameters.get("time").toString().substring(0, 10) + " 00:00:00"; | 
 |  |  |         resultMap.put("time", time); | 
 |  |  |         QueryWrapper<HistoryDaily> historyDailyQueryWrapper = new QueryWrapper<>(); | 
 |  |  |         historyDailyQueryWrapper.eq("time", time); | 
 |  |  |         historyDailyQueryWrapper.in("mac", deviceMacList); | 
 |  |  |         List<HistoryDaily> historyDailies = historyDailyMapper.selectList(historyDailyQueryWrapper); | 
 |  |  |         List<Object> list = new ArrayList<>(); | 
 |  |  |         for (HistoryDaily historyDailyData : historyDailies) { | 
 |  |  |             List<Object> list1 = new ArrayList<>(); | 
 |  |  |             String mac = historyDailyData.getMac(); | 
 |  |  |             Device device = deviceMap.get(mac); | 
 |  |  |             double longitude = device.getLongitude(); | 
 |  |  |             double latitude = device.getLatitude(); | 
 |  |  |             JSONObject value = JSONObject.parseObject(historyDailyData.getValue()); | 
 |  |  |             double num = Double.parseDouble(value.get(parameters.get("sensor_code")).toString()); | 
 |  |  |             int level = PollutantUtils.pollutantLevel(num, (parameters.get("sensor_code")).toString()); | 
 |  |  |             list1.add(longitude); | 
 |  |  |             list1.add(latitude); | 
 |  |  |             list1.add(level); | 
 |  |  |             list.add(list1); | 
 |  |  |         } | 
 |  |  |         resultMap.put("list", list); | 
 |  |  |         ServicesScope servicesScope = servicesScopeMapper.selectById(servicesScopeId); | 
 |  |  |         String boundary = servicesScope.getBoundary(); | 
 |  |  |         String[] boundary_points = boundary.split(";"); | 
 |  |  |         List boundary_pointList = new ArrayList(); | 
 |  |  |         List bound = new ArrayList(); | 
 |  |  |         for (String boundary_point:boundary_points) { | 
 |  |  |             List boundary_point_one = new ArrayList(); | 
 |  |  |             String[] boundary_point_one_array = boundary_point.split(","); | 
 |  |  |             boundary_point_one.add(Double.parseDouble(boundary_point_one_array[0])); | 
 |  |  |             boundary_point_one.add(Double.parseDouble(boundary_point_one_array[1])); | 
 |  |  |             boundary_pointList.add(boundary_point_one); | 
 |  |  |         } | 
 |  |  |         if (boundary_pointList.size()>0){ | 
 |  |  |             boundary_pointList.add(boundary_pointList.get(0)); | 
 |  |  |         } | 
 |  |  |         bound.add(boundary_pointList); | 
 |  |  |         resultMap.put("bound", bound); | 
 |  |  |         List centerPoint = new ArrayList(); | 
 |  |  |         centerPoint.add(servicesScope.getCenterLongitude()); | 
 |  |  |         centerPoint.add(servicesScope.getCenterLatitude()); | 
 |  |  |         resultMap.put("centerPoint", centerPoint); | 
 |  |  |         return resultMap; | 
 |  |  |     } | 
 |  |  | 
 |  |  |     } | 
 |  |  |  | 
 |  |  |     @Override | 
 |  |  |     public List<Map<String, Object>> getThermodynamicDiagramDataByOrgIdSensorCodeTimeSlotV2(Map<String, Object> parameters) { | 
 |  |  |         int servicesScopeId = Integer.parseInt(parameters.get("servicesScopeId").toString()); | 
 |  |  |         QueryWrapper<ServicesScopeDevice> servicesScopeDeviceQueryWrapper = new QueryWrapper<>(); | 
 |  |  |         servicesScopeDeviceQueryWrapper.eq("is_delete",Constants.NOT_DELETE); | 
 |  |  |         servicesScopeDeviceQueryWrapper.eq("services_scope_id",servicesScopeId); | 
 |  |  |         List<ServicesScopeDevice> servicesScopeDevices = servicesScopeDeviceMapper.selectList(servicesScopeDeviceQueryWrapper); | 
 |  |  |         List<Integer> deviceIds = servicesScopeDevices.stream().map(p -> p.getDeviceId()).collect(Collectors.toList()); | 
 |  |  |         //声明一个list,存放设备mac | 
 |  |  |         List<String> deviceMacList = new ArrayList<>(); | 
 |  |  |         //声明一个map,Mac作为key,device作为value | 
 |  |  |         Map<String, Device> deviceMap = new HashMap<>(); | 
 |  |  |         //根据id查询所属设备 | 
 |  |  |         QueryWrapper<Device> wrapper_device = new QueryWrapper<>(); | 
 |  |  |         wrapper_device.eq("is_delete", Constants.NOT_DELETE); | 
 |  |  |         wrapper_device.in("id",deviceIds); | 
 |  |  |         List<Device> devices = new ArrayList<>(); | 
 |  |  |         devices = deviceMapper.selectList(wrapper_device); | 
 |  |  |         if (devices.size() > 0) { | 
 |  |  |             for (Device device : devices) { | 
 |  |  |                 String mac = device.getMac(); | 
 |  |  |                 deviceMacList.add(mac); | 
 |  |  |                 deviceMap.put(mac, device); | 
 |  |  |             } | 
 |  |  |         } | 
 |  |  |         ServicesScope servicesScope = servicesScopeMapper.selectById(servicesScopeId); | 
 |  |  |         String boundary = servicesScope.getBoundary(); | 
 |  |  |         String[] boundary_points = boundary.split(";"); | 
 |  |  |         List boundary_pointList = new ArrayList(); | 
 |  |  |         List bound = new ArrayList(); | 
 |  |  |         for (String boundary_point:boundary_points) { | 
 |  |  |             List boundary_point_one = new ArrayList(); | 
 |  |  |             String[] boundary_point_one_array = boundary_point.split(","); | 
 |  |  |             boundary_point_one.add(Double.parseDouble(boundary_point_one_array[0])); | 
 |  |  |             boundary_point_one.add(Double.parseDouble(boundary_point_one_array[1])); | 
 |  |  |             boundary_pointList.add(boundary_point_one); | 
 |  |  |         } | 
 |  |  |         if (boundary_pointList.size()>0){ | 
 |  |  |             boundary_pointList.add(boundary_pointList.get(0)); | 
 |  |  |         } | 
 |  |  |         bound.add(boundary_pointList); | 
 |  |  |         List centerPoint = new ArrayList(); | 
 |  |  |         centerPoint.add(servicesScope.getCenterLongitude()); | 
 |  |  |         centerPoint.add(servicesScope.getCenterLatitude()); | 
 |  |  |         List<Map<String, Object>> resultList = new ArrayList<>(); | 
 |  |  |         //获取时间 | 
 |  |  |         String endTime = parameters.get("endTime").toString().substring(0, 10) + " 00:00:00"; | 
 |  |  |         //获取时间 | 
 |  |  |         SimpleDateFormat df = new SimpleDateFormat("yyyy-MM-dd"); | 
 |  |  |         int days = Integer.parseInt(parameters.get("days").toString()); | 
 |  |  |         Date newEndTime = new Date(); | 
 |  |  |         for (int i = days; i >= 0; i--) { | 
 |  |  |             Map<String, Object> resultMap = new HashMap<>(); | 
 |  |  |             //先存放中心点和边界点 | 
 |  |  |             resultMap.put("centerPoint", centerPoint); | 
 |  |  |             resultMap.put("bound", bound); | 
 |  |  |             Calendar calendar = Calendar.getInstance(); | 
 |  |  |             try { | 
 |  |  |                 newEndTime = df.parse(endTime); | 
 |  |  |             } catch (ParseException e) { | 
 |  |  |                 e.printStackTrace(); | 
 |  |  |             } | 
 |  |  |             calendar.setTime(newEndTime); | 
 |  |  |             calendar.set(Calendar.DAY_OF_MONTH, calendar.get(Calendar.DAY_OF_MONTH) - i); | 
 |  |  |             String time = df.format(calendar.getTime()) + " 00:00:00"; | 
 |  |  |             //存放时间 | 
 |  |  |             resultMap.put("time", time); | 
 |  |  |             QueryWrapper<HistoryDaily> historyDailyQueryWrapper = new QueryWrapper<>(); | 
 |  |  |             historyDailyQueryWrapper.eq("time", time); | 
 |  |  |             historyDailyQueryWrapper.in("mac", deviceMacList); | 
 |  |  |             List<HistoryDaily> historyDailies = historyDailyMapper.selectList(historyDailyQueryWrapper); | 
 |  |  |             List<Object> list = new ArrayList<>(); | 
 |  |  |             for (HistoryDaily historyDailyData : historyDailies) { | 
 |  |  |                 List<Object> list1 = new ArrayList<>(); | 
 |  |  |                 String mac = historyDailyData.getMac(); | 
 |  |  |                 Device device = deviceMap.get(mac); | 
 |  |  |                 double longitude = device.getLongitude(); | 
 |  |  |                 double latitude = device.getLatitude(); | 
 |  |  |                 JSONObject value = JSONObject.parseObject(historyDailyData.getValue()); | 
 |  |  |                 double num = Double.parseDouble(value.get(parameters.get("sensor_code")).toString()); | 
 |  |  |                 int level = PollutantUtils.pollutantLevel(num, (parameters.get("sensor_code")).toString()); | 
 |  |  |                 list1.add(longitude); | 
 |  |  |                 list1.add(latitude); | 
 |  |  |                 list1.add(level); | 
 |  |  |                 list.add(list1); | 
 |  |  |             } | 
 |  |  |             resultMap.put("list", list); | 
 |  |  |             resultList.add(resultMap); | 
 |  |  |         } | 
 |  |  |         return resultList; | 
 |  |  |     } | 
 |  |  |  | 
 |  |  |     @Override | 
 |  |  |     public List<HistoryDaily> getValueByMacs(List<String> macs, String time) { | 
 |  |  |         QueryWrapper<HistoryDaily> queryWrapper = new QueryWrapper<>(); | 
 |  |  |         queryWrapper.select("time", "value") | 
 |  |  | 
 |  |  |         return historyDailyMapper.selectList(queryWrapper); | 
 |  |  |     } | 
 |  |  |  | 
 |  |  |     @Override | 
 |  |  |     public Double calculatedValue(List<HistoryDaily> list, String sensorCode, String type) { | 
 |  |  |         Supplier<Stream<HistoryDaily>> supplier = list::stream; | 
 |  |  |         DoubleStream doubleStream = supplier.get() | 
 |  |  |                 .flatMapToDouble(v -> { | 
 |  |  |                     Map<String, Object> dataValue = JSONObject.parseObject(v.getValue(), Map.class); | 
 |  |  |                     Object sensorValue = dataValue.get(sensorCode); | 
 |  |  |                     if (ObjectUtils.isEmpty(sensorValue)) { | 
 |  |  |                         return null; | 
 |  |  |                     } | 
 |  |  |                     double aDouble = Double.parseDouble(sensorValue.toString()); | 
 |  |  |                     return DoubleStream.of(aDouble); | 
 |  |  |                 }); | 
 |  |  |         Double result = null; | 
 |  |  |         OptionalDouble optionalDouble = null; | 
 |  |  |         if ("sum".equals(type)) { | 
 |  |  |             result = doubleStream.sum(); | 
 |  |  |         } else { | 
 |  |  |             if ("min".equals(type)) { | 
 |  |  |                 optionalDouble = doubleStream.min(); | 
 |  |  |  | 
 |  |  |             } else if ("max".equals(type)) { | 
 |  |  |                 optionalDouble = doubleStream.max(); | 
 |  |  |  | 
 |  |  |             } else if ("avg".equals(type)) { | 
 |  |  |                 optionalDouble = doubleStream.average(); | 
 |  |  |             } | 
 |  |  |  | 
 |  |  |             if (optionalDouble.isPresent()) { | 
 |  |  |                 result = optionalDouble.getAsDouble(); | 
 |  |  |             } | 
 |  |  |         } | 
 |  |  |         return result; | 
 |  |  |     } | 
 |  |  |  | 
 |  |  |  | 
 |  |  | } |