|  |  | 
 |  |  | import com.moral.api.entity.*; | 
 |  |  | import com.moral.api.mapper.DeviceMapper; | 
 |  |  | import com.moral.api.mapper.HistoryMonthlyMapper; | 
 |  |  | import com.moral.api.mapper.ServicesScopeDeviceMapper; | 
 |  |  | import com.moral.api.mapper.ServicesScopeMapper; | 
 |  |  | import com.moral.api.service.HistoryMonthlyService; | 
 |  |  | 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.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.function.Supplier; | 
 |  |  | import java.util.stream.Collectors; | 
 |  |  | import java.util.stream.DoubleStream; | 
 |  |  | import java.util.stream.Stream; | 
 |  |  |  | 
 |  |  | /** | 
 |  |  |  * <p> | 
 |  |  | 
 |  |  |     @Autowired | 
 |  |  |     private OrganizationService organizationService; | 
 |  |  |  | 
 |  |  |     @Autowired | 
 |  |  |     private ServicesScopeMapper servicesScopeMapper; | 
 |  |  |  | 
 |  |  |     @Autowired | 
 |  |  |     private ServicesScopeDeviceMapper servicesScopeDeviceMapper; | 
 |  |  |  | 
 |  |  |     @Override | 
 |  |  |     public HistoryMonthly getHistoryMonthlyByMacAndDate(String mac, Date date) { | 
 |  |  |         QueryWrapper<HistoryMonthly> wrapper = new QueryWrapper<>(); | 
 |  |  |         wrapper.eq("mac",mac); | 
 |  |  |         wrapper.eq("time",date); | 
 |  |  |         wrapper.eq("mac", mac); | 
 |  |  |         wrapper.eq("time", date); | 
 |  |  |         List<HistoryMonthly> historyMonthlies = historyMonthlyMapper.selectList(wrapper); | 
 |  |  |         if(ObjectUtils.isEmpty(historyMonthlies)) | 
 |  |  |         if (ObjectUtils.isEmpty(historyMonthlies)) | 
 |  |  |             return null; | 
 |  |  |         return historyMonthlies.get(0); | 
 |  |  |     } | 
 |  |  | 
 |  |  |     @Override | 
 |  |  |     public Map<String, HistoryMonthly> getHistoryMonthlyByMacsAndDate(List<String> mac, Date date) { | 
 |  |  |         QueryWrapper<HistoryMonthly> wrapper = new QueryWrapper<>(); | 
 |  |  |         wrapper.in("mac",mac); | 
 |  |  |         wrapper.eq("time",date); | 
 |  |  |         wrapper.in("mac", mac); | 
 |  |  |         wrapper.eq("time", date); | 
 |  |  |         List<HistoryMonthly> historyMonthlies = historyMonthlyMapper.selectList(wrapper); | 
 |  |  |         Map<String,HistoryMonthly> map = new HashMap<>(); | 
 |  |  |         Map<String, HistoryMonthly> map = new HashMap<>(); | 
 |  |  |         for (HistoryMonthly historyMonthly : historyMonthlies) { | 
 |  |  |             map.put(historyMonthly.getMac(),historyMonthly); | 
 |  |  |             map.put(historyMonthly.getMac(), historyMonthly); | 
 |  |  |         } | 
 |  |  |         return map; | 
 |  |  |     } | 
 |  |  | 
 |  |  |         //循环集合 | 
 |  |  |         //所有子组织 | 
 |  |  |         List<Organization> allChildrenOrganization = organizationService.getChildrenOrganizationsById(orgId); | 
 |  |  |         if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1){ | 
 |  |  |             for (Organization organization:allChildrenOrganization) { | 
 |  |  |         if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1) { | 
 |  |  |             for (Organization organization : allChildrenOrganization) { | 
 |  |  |                 allOrgId.add(organization.getId()); | 
 |  |  |             } | 
 |  |  |         } | 
 |  |  | 
 |  |  |         //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<>(); | 
 |  |  |         Map<String, Device> deviceMap = new HashMap<>(); | 
 |  |  |         List<Double> longitudeList = new ArrayList<>(); | 
 |  |  |         List<Double> latitudeList = new ArrayList<>(); | 
 |  |  |         for (Integer orgIdWithoutDuplicates:allOrgIdWithoutDuplicates) { | 
 |  |  |         for (Integer orgIdWithoutDuplicates : allOrgIdWithoutDuplicates) { | 
 |  |  |             //根据id查询所属设备 | 
 |  |  |             QueryWrapper<Device> wrapper_device = new QueryWrapper<>(); | 
 |  |  |             wrapper_device.eq("is_delete",Constants.NOT_DELETE).eq("organization_id",orgIdWithoutDuplicates); | 
 |  |  |             wrapper_device.eq("is_delete", Constants.NOT_DELETE).eq("organization_id", orgIdWithoutDuplicates); | 
 |  |  |             List<Device> devices = new ArrayList<>(); | 
 |  |  |             devices = deviceMapper.selectList(wrapper_device); | 
 |  |  |             if (devices.size()>0){ | 
 |  |  |                 for (Device device:devices) { | 
 |  |  |             if (devices.size() > 0) { | 
 |  |  |                 for (Device device : devices) { | 
 |  |  |                     String mac = device.getMac(); | 
 |  |  |                     deviceMacList.add(mac); | 
 |  |  |                     deviceMap.put(mac,device); | 
 |  |  |                     deviceMap.put(mac, device); | 
 |  |  |                     double longitude = device.getLongitude(); | 
 |  |  |                     double latitude = device.getLatitude(); | 
 |  |  |                     longitudeList.add(longitude); | 
 |  |  |                     latitudeList.add(latitude); | 
 |  |  |                 } | 
 |  |  |             }else { | 
 |  |  |             } else { | 
 |  |  |                 continue; | 
 |  |  |             } | 
 |  |  |         } | 
 |  |  |         //获取时间 | 
 |  |  |         String time = parameters.get("time").toString().substring(0,7)+"-01 00:00:00"; | 
 |  |  |         resultMap.put("time",time); | 
 |  |  |         String time = parameters.get("time").toString().substring(0, 7) + "-01 00:00:00"; | 
 |  |  |         resultMap.put("time", time); | 
 |  |  |         QueryWrapper<HistoryMonthly> historyMonthlyQueryWrapper = new QueryWrapper<>(); | 
 |  |  |         historyMonthlyQueryWrapper.eq("time",time); | 
 |  |  |         historyMonthlyQueryWrapper.eq("time", time); | 
 |  |  |         historyMonthlyQueryWrapper.in("mac", deviceMacList); | 
 |  |  |         List<HistoryMonthly> historyDailies = historyMonthlyMapper.selectList(historyMonthlyQueryWrapper); | 
 |  |  |         List<Object> list = new ArrayList<>(); | 
 |  |  |         for (HistoryMonthly historyDailyData:historyDailies) { | 
 |  |  |         for (HistoryMonthly historyDailyData : historyDailies) { | 
 |  |  |             List<Object> list1 = new ArrayList<>(); | 
 |  |  |             String mac = historyDailyData.getMac(); | 
 |  |  |             Device device = deviceMap.get(mac); | 
 |  |  | 
 |  |  |             list1.add(level); | 
 |  |  |             list.add(list1); | 
 |  |  |         } | 
 |  |  |         resultMap.put("list",list); | 
 |  |  |         double latitudeMin = Collections.min(latitudeList)-0.0018; | 
 |  |  |         double latitudeMax = Collections.max(latitudeList)+0.0018; | 
 |  |  |         double longitudeMin = Collections.min(longitudeList)-0.2/(111*Math.cos(latitudeMin)); | 
 |  |  |         double longitudeMax = Collections.max(longitudeList)+0.2/(111*Math.cos(latitudeMin)); | 
 |  |  |         resultMap.put("list", list); | 
 |  |  |         double latitudeMin = Collections.min(latitudeList) - 0.0018; | 
 |  |  |         double latitudeMax = Collections.max(latitudeList) + 0.0018; | 
 |  |  |         double longitudeMin = Collections.min(longitudeList) - 0.2 / (111 * Math.cos(latitudeMin)); | 
 |  |  |         double longitudeMax = Collections.max(longitudeList) + 0.2 / (111 * Math.cos(latitudeMin)); | 
 |  |  |         List<Double> bound = new ArrayList<>(); | 
 |  |  |         bound.add(longitudeMin); | 
 |  |  |         bound.add(latitudeMin); | 
 |  |  |         bound.add(longitudeMax); | 
 |  |  |         bound.add(latitudeMax); | 
 |  |  |         resultMap.put("bound",bound); | 
 |  |  |         resultMap.put("bound", bound); | 
 |  |  |         List<List> bound1 = new ArrayList<>(); | 
 |  |  |         List<Double> left_up = new ArrayList<>(); | 
 |  |  |         left_up.add(latitudeMax); | 
 |  |  | 
 |  |  |         bound1.add(right_down); | 
 |  |  |         bound1.add(left_down); | 
 |  |  |         List<GeoCoordinate> geoCoordinates = new ArrayList<>(); | 
 |  |  |         for (List bo:bound1) { | 
 |  |  |         for (List bo : bound1) { | 
 |  |  |             GeoCoordinate g = new GeoCoordinate(); | 
 |  |  |             g.setLatitude(Double.parseDouble(bo.get(0).toString())); | 
 |  |  |             g.setLongitude(Double.parseDouble(bo.get(1).toString())); | 
 |  |  | 
 |  |  |         List centerPoint = new ArrayList(); | 
 |  |  |         centerPoint.add(centerPoint400.getLongitude()); | 
 |  |  |         centerPoint.add(centerPoint400.getLatitude()); | 
 |  |  |         resultMap.put("centerPoint",centerPoint); | 
 |  |  |         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, 7) + "-01 00:00:00"; | 
 |  |  |         resultMap.put("time", time); | 
 |  |  |         QueryWrapper<HistoryMonthly> historyMonthlyQueryWrapper = new QueryWrapper<>(); | 
 |  |  |         historyMonthlyQueryWrapper.eq("time", time); | 
 |  |  |         historyMonthlyQueryWrapper.in("mac", deviceMacList); | 
 |  |  |         List<HistoryMonthly> historyDailies = historyMonthlyMapper.selectList(historyMonthlyQueryWrapper); | 
 |  |  |         List<Object> list = new ArrayList<>(); | 
 |  |  |         for (HistoryMonthly 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; | 
 |  |  |     } | 
 |  |  |  | 
 |  |  | 
 |  |  |         //循环集合 | 
 |  |  |         //所有子组织 | 
 |  |  |         List<Organization> allChildrenOrganization = organizationService.getChildrenOrganizationsById(orgId); | 
 |  |  |         if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1){ | 
 |  |  |             for (Organization organization:allChildrenOrganization) { | 
 |  |  |         if (!ObjectUtils.isEmpty(allChildrenOrganization) || allChildrenOrganization.size() < 1) { | 
 |  |  |             for (Organization organization : allChildrenOrganization) { | 
 |  |  |                 allOrgId.add(organization.getId()); | 
 |  |  |             } | 
 |  |  |         } | 
 |  |  | 
 |  |  |         //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<>(); | 
 |  |  |         Map<String, Device> deviceMap = new HashMap<>(); | 
 |  |  |         List<Double> longitudeList = new ArrayList<>(); | 
 |  |  |         List<Double> latitudeList = new ArrayList<>(); | 
 |  |  |         for (Integer orgIdWithoutDuplicates:allOrgIdWithoutDuplicates) { | 
 |  |  |         for (Integer orgIdWithoutDuplicates : allOrgIdWithoutDuplicates) { | 
 |  |  |             //根据id查询所属设备 | 
 |  |  |             QueryWrapper<Device> wrapper_device = new QueryWrapper<>(); | 
 |  |  |             wrapper_device.eq("is_delete",Constants.NOT_DELETE).eq("organization_id",orgIdWithoutDuplicates); | 
 |  |  |             wrapper_device.eq("is_delete", Constants.NOT_DELETE).eq("organization_id", orgIdWithoutDuplicates); | 
 |  |  |             List<Device> devices = new ArrayList<>(); | 
 |  |  |             devices = deviceMapper.selectList(wrapper_device); | 
 |  |  |             if (devices.size()>0){ | 
 |  |  |                 for (Device device:devices) { | 
 |  |  |             if (devices.size() > 0) { | 
 |  |  |                 for (Device device : devices) { | 
 |  |  |                     String mac = device.getMac(); | 
 |  |  |                     deviceMacList.add(mac); | 
 |  |  |                     deviceMap.put(mac,device); | 
 |  |  |                     deviceMap.put(mac, device); | 
 |  |  |                     double longitude = device.getLongitude(); | 
 |  |  |                     double latitude = device.getLatitude(); | 
 |  |  |                     longitudeList.add(longitude); | 
 |  |  |                     latitudeList.add(latitude); | 
 |  |  |                 } | 
 |  |  |             }else { | 
 |  |  |             } else { | 
 |  |  |                 continue; | 
 |  |  |             } | 
 |  |  |         } | 
 |  |  |         double latitudeMin = Collections.min(latitudeList)-0.0018; | 
 |  |  |         double latitudeMax = Collections.max(latitudeList)+0.0018; | 
 |  |  |         double longitudeMin = Collections.min(longitudeList)-0.2/(111*Math.cos(latitudeMin)); | 
 |  |  |         double longitudeMax = Collections.max(longitudeList)+0.2/(111*Math.cos(latitudeMin)); | 
 |  |  |         double latitudeMin = Collections.min(latitudeList) - 0.0018; | 
 |  |  |         double latitudeMax = Collections.max(latitudeList) + 0.0018; | 
 |  |  |         double longitudeMin = Collections.min(longitudeList) - 0.2 / (111 * Math.cos(latitudeMin)); | 
 |  |  |         double longitudeMax = Collections.max(longitudeList) + 0.2 / (111 * Math.cos(latitudeMin)); | 
 |  |  |         List<Double> bound = new ArrayList<>(); | 
 |  |  |         bound.add(longitudeMin); | 
 |  |  |         bound.add(latitudeMin); | 
 |  |  | 
 |  |  |         bound1.add(right_down); | 
 |  |  |         bound1.add(left_down); | 
 |  |  |         List<GeoCoordinate> geoCoordinates = new ArrayList<>(); | 
 |  |  |         for (List bo:bound1) { | 
 |  |  |         for (List bo : bound1) { | 
 |  |  |             GeoCoordinate g = new GeoCoordinate(); | 
 |  |  |             g.setLatitude(Double.parseDouble(bo.get(0).toString())); | 
 |  |  |             g.setLongitude(Double.parseDouble(bo.get(1).toString())); | 
 |  |  | 
 |  |  |         centerPoint.add(centerPoint400.getLatitude()); | 
 |  |  |         List<Map<String, Object>> resultList = new ArrayList<>(); | 
 |  |  |         //获取时间 | 
 |  |  |         String endTime = parameters.get("endTime").toString().substring(0,7)+"-01 00:00:00"; | 
 |  |  |         String endTime = parameters.get("endTime").toString().substring(0, 7) + "-01 00:00:00"; | 
 |  |  |         //获取时间 | 
 |  |  |         SimpleDateFormat df = new SimpleDateFormat("yyyy-MM"); | 
 |  |  |         int months = Integer.parseInt(parameters.get("months").toString()); | 
 |  |  |         Date newEndTime = new Date(); | 
 |  |  |         for (int i=months;i>=0;i--){ | 
 |  |  |         for (int i = months; 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); | 
 |  |  |             resultMap.put("centerPoint", centerPoint); | 
 |  |  |             resultMap.put("bound", bound); | 
 |  |  |             Calendar calendar = Calendar.getInstance(); | 
 |  |  |             try { | 
 |  |  |                 newEndTime = df.parse(endTime); | 
 |  |  | 
 |  |  |                 e.printStackTrace(); | 
 |  |  |             } | 
 |  |  |             calendar.setTime(newEndTime); | 
 |  |  |             calendar.set(Calendar.MONTH,calendar.get(Calendar.MONDAY)-i); | 
 |  |  |             String time = df.format(calendar.getTime())+"-01 00:00:00"; | 
 |  |  |             calendar.set(Calendar.MONTH, calendar.get(Calendar.MONDAY) - i); | 
 |  |  |             String time = df.format(calendar.getTime()) + "-01 00:00:00"; | 
 |  |  |             //存放时间 | 
 |  |  |             resultMap.put("time",time); | 
 |  |  |             resultMap.put("time", time); | 
 |  |  |             QueryWrapper<HistoryMonthly> historyMonthlyQueryWrapper = new QueryWrapper<>(); | 
 |  |  |             historyMonthlyQueryWrapper.eq("time",time); | 
 |  |  |             historyMonthlyQueryWrapper.eq("time", time); | 
 |  |  |             historyMonthlyQueryWrapper.in("mac", deviceMacList); | 
 |  |  |             List<HistoryMonthly> historyDailies = historyMonthlyMapper.selectList(historyMonthlyQueryWrapper); | 
 |  |  |             List<Object> list = new ArrayList<>(); | 
 |  |  |             for (HistoryMonthly historyMonthlyData:historyDailies) { | 
 |  |  |             for (HistoryMonthly historyMonthlyData : historyDailies) { | 
 |  |  |                 List<Object> list1 = new ArrayList<>(); | 
 |  |  |                 String mac = historyMonthlyData.getMac(); | 
 |  |  |                 Device device = deviceMap.get(mac); | 
 |  |  | 
 |  |  |                 list1.add(level); | 
 |  |  |                 list.add(list1); | 
 |  |  |             } | 
 |  |  |             resultMap.put("list",list); | 
 |  |  |             resultMap.put("list", list); | 
 |  |  |             resultList.add(resultMap); | 
 |  |  |         } | 
 |  |  |         return resultList; | 
 |  |  |     } | 
 |  |  |  | 
 |  |  |     @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, 7) + "-01 00:00:00"; | 
 |  |  |         //获取时间 | 
 |  |  |         SimpleDateFormat df = new SimpleDateFormat("yyyy-MM"); | 
 |  |  |         int months = Integer.parseInt(parameters.get("months").toString()); | 
 |  |  |         Date newEndTime = new Date(); | 
 |  |  |         for (int i = months; 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.MONTH, calendar.get(Calendar.MONDAY) - i); | 
 |  |  |             String time = df.format(calendar.getTime()) + "-01 00:00:00"; | 
 |  |  |             //存放时间 | 
 |  |  |             resultMap.put("time", time); | 
 |  |  |             QueryWrapper<HistoryMonthly> historyMonthlyQueryWrapper = new QueryWrapper<>(); | 
 |  |  |             historyMonthlyQueryWrapper.eq("time", time); | 
 |  |  |             historyMonthlyQueryWrapper.in("mac", deviceMacList); | 
 |  |  |             List<HistoryMonthly> historyDailies = historyMonthlyMapper.selectList(historyMonthlyQueryWrapper); | 
 |  |  |             List<Object> list = new ArrayList<>(); | 
 |  |  |             for (HistoryMonthly historyMonthlyData : historyDailies) { | 
 |  |  |                 List<Object> list1 = new ArrayList<>(); | 
 |  |  |                 String mac = historyMonthlyData.getMac(); | 
 |  |  |                 Device device = deviceMap.get(mac); | 
 |  |  |                 double longitude = device.getLongitude(); | 
 |  |  |                 double latitude = device.getLatitude(); | 
 |  |  |                 JSONObject value = JSONObject.parseObject(historyMonthlyData.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<HistoryMonthly> getValueByMacs(List<String> macs, String time) { | 
 |  |  |         QueryWrapper<HistoryMonthly> queryWrapper = new QueryWrapper<>(); | 
 |  |  |         queryWrapper.select("time", "value") | 
 |  |  |                 .likeRight("time", time) | 
 |  |  |                 .in("mac", macs); | 
 |  |  |         return historyMonthlyMapper.selectList(queryWrapper); | 
 |  |  |     } | 
 |  |  |  | 
 |  |  |     @Override | 
 |  |  |     public Double calculatedValue(List<HistoryMonthly> list, String sensorCode, String type) { | 
 |  |  |         Supplier<Stream<HistoryMonthly>> 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; | 
 |  |  |     } | 
 |  |  | } |