add预测计算臭氧

ZhuDongming

2020-05-15 a4f62703a87ff7669cf4f6bf2c58f9b78d2eef3d

 src/main/java/com/moral/task/RabbitMQInsertTask.java

@@ -66,6 +66,19 @@
        LocalDateTime time = LocalDateTime.now();
        int year = time.getYear();
        int month = time.getMonthValue();
        int day = time.getDayOfMonth();
        int hour = time.getHour();
        int minute = time.getMinute();
        if (day == 1) {
            if (hour == 0 && minute == 0) {
                if (month == 1) {
                    month = 12;
                    year = year - 1;
                } else {
                    month = month - 1;
                }
            }
        }
        String monthStr = month < 10 ? ("0" + month) : month + "";
        String yearAndMonth = year + monthStr;
        Map organizationIdMap = JSON.parseObject(params);
@@ -127,6 +140,19 @@
        LocalDateTime time = LocalDateTime.now();
        int year = time.getYear();
        int month = time.getMonthValue();
        int day = time.getDayOfMonth();
        int hour = time.getHour();
        int minute = time.getMinute();
        if (day == 1) {
            if (hour == 0 && minute == 0) {
                if (month == 1) {
                    month = 12;
                    year = year - 1;
                } else {
                    month = month - 1;
                }
            }
        }
        String monthStr = month < 10 ? ("0" + month) : month + "";
        String yearAndMonth = year + monthStr;
        Map organizationIdMap = JSON.parseObject(params);
@@ -188,6 +214,19 @@
        LocalDateTime time = LocalDateTime.now();
        int year = time.getYear();
        int month = time.getMonthValue();
        int day = time.getDayOfMonth();
        int hour = time.getHour();
        int minute = time.getMinute();
        if (day == 1) {
            if (hour == 0 && minute == 0) {
                if (month == 1) {
                    month = 12;
                    year = year - 1;
                } else {
                    month = month - 1;
                }
            }
        }
        String monthStr = month < 10 ? ("0" + month) : month + "";
        String yearAndMonth = year + monthStr;
        Map organizationIdMap = JSON.parseObject(params);
@@ -359,471 +398,6 @@
        return returnT;
    }

    @XxlJob("RabbitMQRealtimeMinutelySixHours")
    public ReturnT insertRabbitMQRealtimeMinutelySixHours(String params) {
        LocalDateTime time = LocalDateTime.now();
        int year = time.getYear();
        int month = time.getMonthValue();
        String monthStr = month < 10 ? ("0" + month) : month + "";
        String yearAndMonth = year + monthStr;
        Map organizationIdMap = JSON.parseObject(params);
        List<Integer> parentIdList = (List<Integer>) organizationIdMap.get("orgId");
        LocalDateTime value = time.truncatedTo(ChronoUnit.DAYS);
        List<Object> organizationIdList = organizationRelationService.getChildIdByParentId(parentIdList);
        try {
            List<String> macList = deviceService.getMacByOrganizationid(organizationIdList);
            List<String> sensorKeys = sensorService.getSensorKeyByMac(macList);
            List<Map<String, Object>> macAndOrganizationIdMap = deviceService.macAndOrganizationIdMap(macList);
            Map<String, Object> kv = new LinkedHashMap<>();
            for (Map<String, Object> map : macAndOrganizationIdMap) {
                kv.put(map.get("mac").toString(), map.get("organizationId"));
            }
            for (int i = 0; i <= 358; i++) {
                LocalDateTime startTime = value.plusMinutes(i);
                LocalDateTime endTime = value.plusMinutes(i + 1);
                Map<String, Object> devices = new HashMap<>();
                devices.put("sensorKeys", sensorKeys);
                devices.put("start", startTime);
                devices.put("end", endTime);
                devices.put("macs", macList);
                devices.put("yearAndMonth", yearAndMonth);
                List<Map<String, Object>> realtimeData = historyMinutelyService.getMinutelySensorData(devices);
                XxlJobLogger.log("RabbitMQRealtimeMinutelyData:" + realtimeData.size());
                if (!CollectionUtils.isEmpty(realtimeData)) {
                    for (Map<String, Object> deviceData : realtimeData) {
                        if (!ObjectUtils.isEmpty(deviceData)) {
                            Iterator<String> iterator = deviceData.keySet().iterator();
                            while (iterator.hasNext()) {
                                String key = iterator.next();
                                if (key.startsWith("M")) {
                                    iterator.remove();
                                }
                            }
                            deviceData.put("time", startTime.format(DateTimeFormatter.ofPattern("yyyyMMddHHmmss")));
                            deviceData.put("timeType", "realtime");
                            String mac = deviceData.get("mac").toString();
                            Object o1 = kv.get(mac);
                            List<Integer> parentIds = organizationRelationService.getParentIdListByChildId((Integer) o1);
                            Map organizationIdMapNew = JSON.parseObject(params);
                            List<Integer> parentIdListNew = (List<Integer>) organizationIdMapNew.get("orgId");
                            List<Integer> intersection = parentIdListNew.stream().filter(item -> parentIds.contains(item)).collect(Collectors.toList());
                            intersection.stream().forEach(parentId -> rabbitTemplate.convertAndSend(organization_data.getName(), parentId + "." + mac, JSON.toJSONString(deviceData)));
                        }
                    }
                    ReturnT returnT = new ReturnT(200, "RabbitMQ分钟实时数据存入成功");
                    return returnT;
                }
            }
        } catch (Exception e) {
            XxlJobLogger.log("RabbitMQRealtimeMinutelyException:" + e.getMessage());
            logger.error(e.getMessage());
            e.printStackTrace();
        }
        ReturnT returnT = new ReturnT(500, "RabbitMQ分钟实时数据存入失败");
        return returnT;
    }

    @XxlJob("RabbitMQRealtimeMinutelyZero")
    public ReturnT insertRabbitMQRealtimeMinutelyZero(String params) {
        LocalDateTime time = LocalDateTime.now();
        int year = time.getYear();
        int month = time.getMonthValue();
        int day = time.getDayOfMonth();
        if (day == 1) {
            if (month == 1) {
                month = 12;
                year = year - 1;
            } else {
                month = month - 1;
            }
        }
        String monthStr = month < 10 ? ("0" + month) : month + "";
        String yearAndMonth = year + monthStr;
        Map organizationIdMap = JSON.parseObject(params);
        List<Integer> parentIdList = (List<Integer>) organizationIdMap.get("orgId");
        LocalDateTime endTime = time.truncatedTo(ChronoUnit.DAYS);
        LocalDateTime startTime = endTime.minusMinutes(1);
        List<Object> organizationIdList = organizationRelationService.getChildIdByParentId(parentIdList);
        try {
            List<String> macList = deviceService.getMacByOrganizationid(organizationIdList);
            List<String> sensorKeys = sensorService.getSensorKeyByMac(macList);
            List<Map<String, Object>> macAndOrganizationIdMap = deviceService.macAndOrganizationIdMap(macList);
            Map<String, Object> kv = new LinkedHashMap<>();
            for (Map<String, Object> map : macAndOrganizationIdMap) {
                kv.put(map.get("mac").toString(), map.get("organizationId"));
            }
            Map<String, Object> devices = new HashMap<>();
            devices.put("sensorKeys", sensorKeys);
            devices.put("start", startTime);
            devices.put("end", endTime);
            devices.put("macs", macList);
            devices.put("yearAndMonth", yearAndMonth);
            List<Map<String, Object>> realtimeData = historyMinutelyService.getMinutelySensorData(devices);
            XxlJobLogger.log("RabbitMQRealtimeMinutelyData:" + realtimeData.size());
            if (!CollectionUtils.isEmpty(realtimeData)) {
                for (Map<String, Object> deviceData : realtimeData) {
                    if (!ObjectUtils.isEmpty(deviceData)) {
                        Iterator<String> iterator = deviceData.keySet().iterator();
                        while (iterator.hasNext()) {
                            String key = iterator.next();
                            if (key.startsWith("M")) {
                                iterator.remove();
                            }
                        }
                        deviceData.put("time", startTime.format(DateTimeFormatter.ofPattern("yyyyMMddHHmmss")));
                        deviceData.put("timeType", "realtime");
                        String mac = deviceData.get("mac").toString();
                        Object o1 = kv.get(mac);
                        List<Integer> parentIds = organizationRelationService.getParentIdListByChildId((Integer) o1);
                        Map organizationIdMapNew = JSON.parseObject(params);
                        List<Integer> parentIdListNew = (List<Integer>) organizationIdMapNew.get("orgId");
                        List<Integer> intersection = parentIdListNew.stream().filter(item -> parentIds.contains(item)).collect(Collectors.toList());
                        intersection.stream().forEach(parentId -> rabbitTemplate.convertAndSend(organization_data.getName(), parentId + "." + mac, JSON.toJSONString(deviceData)));
                    }
                }
                ReturnT returnT = new ReturnT(200, "RabbitMQ分钟实时数据存入成功");
                return returnT;
            }
        } catch (Exception e) {
            XxlJobLogger.log("RabbitMQRealtimeMinutelyException:" + e.getMessage());
            logger.error(e.getMessage());
            e.printStackTrace();
        }
        ReturnT returnT = new ReturnT(500, "RabbitMQ分钟实时数据存入失败");
        return returnT;
    }

    @XxlJob("RabbitMQRealtimeEveryFiveMinutesSixHours")
    public ReturnT insertRabbitMQRealtimeEveryFiveMinutesSixHours(String params) {
        LocalDateTime time = LocalDateTime.now();
        int year = time.getYear();
        int month = time.getMonthValue();
        String monthStr = month < 10 ? ("0" + month) : month + "";
        String yearAndMonth = year + monthStr;
        Map organizationIdMap = JSON.parseObject(params);
        List<Integer> parentIdList = (List<Integer>) organizationIdMap.get("orgId");
        LocalDateTime value = time.truncatedTo(ChronoUnit.DAYS);
        List<Object> organizationIdList = organizationRelationService.getChildIdByParentId(parentIdList);
        try {
            List<String> macList = deviceService.getMacByOrganizationid(organizationIdList);
            List<String> sensorKeys = sensorService.getSensorKeyByMac(macList);
            List<Map<String, Object>> macAndOrganizationIdMap = deviceService.macAndOrganizationIdMap(macList);
            Map<String, Object> kv = new LinkedHashMap<>();
            for (Map<String, Object> map : macAndOrganizationIdMap) {
                kv.put(map.get("mac").toString(), map.get("organizationId"));
            }
            for (int i = 0; i <= 350; i = i + 5) {
                LocalDateTime startTime = value.plusMinutes(i);
                LocalDateTime endTime = value.plusMinutes(i + 5);
                Map<String, Object> devices = new HashMap<>();
                devices.put("sensorKeys", sensorKeys);
                devices.put("start", startTime);
                devices.put("end", endTime);
                devices.put("macs", macList);
                devices.put("yearAndMonth", yearAndMonth);
                List<Map<String, Object>> realtimeData = historyMinutelyService.getMinutelySensorData(devices);
                XxlJobLogger.log("RabbitMQRealtimeEveryFiveMinutesData:" + realtimeData.size());
                if (!CollectionUtils.isEmpty(realtimeData)) {
                    for (Map<String, Object> deviceData : realtimeData) {
                        if (!ObjectUtils.isEmpty(deviceData)) {
                            Iterator<String> iterator = deviceData.keySet().iterator();
                            while (iterator.hasNext()) {
                                String key = iterator.next();
                                if (key.startsWith("M")) {
                                    iterator.remove();
                                }
                            }
                            deviceData.put("time", startTime.format(DateTimeFormatter.ofPattern("yyyyMMddHHmmss")));
                            deviceData.put("timeType", "realtime");
                            String mac = deviceData.get("mac").toString();
                            Object o1 = kv.get(mac);
                            List<Integer> parentIds = organizationRelationService.getParentIdListByChildId((Integer) o1);
                            Map organizationIdMapNew = JSON.parseObject(params);
                            List<Integer> parentIdListNew = (List<Integer>) organizationIdMapNew.get("orgId");
                            List<Integer> intersection = parentIdListNew.stream().filter(item -> parentIds.contains(item)).collect(Collectors.toList());
                            intersection.stream().forEach(parentId -> rabbitTemplate.convertAndSend(organization_data.getName(), parentId + "." + mac, JSON.toJSONString(deviceData)));
                        }
                    }
                    ReturnT returnT = new ReturnT(200, "RabbitMQ每5分钟实时数据存入成功");
                    return returnT;
                }
            }
        } catch (Exception e) {
            XxlJobLogger.log("RabbitMQRealtimeEveryFiveMinutesException:" + e.getMessage());
            logger.error(e.getMessage());
            e.printStackTrace();
        }
        ReturnT returnT = new ReturnT(500, "RabbitMQ每5分钟实时数据存入失败");
        return returnT;
    }

    @XxlJob("RabbitMQRealtimeEveryFiveMinutesZero")
    public ReturnT insertRabbitMQRealtimeEveryFiveMinutesZero(String params) {
        LocalDateTime time = LocalDateTime.now();
        int year = time.getYear();
        int month = time.getMonthValue();
        int day = time.getDayOfMonth();
        if (day == 1) {
            if (month == 1) {
                month = 12;
                year = year - 1;
            } else {
                month = month - 1;
            }
        }
        String monthStr = month < 10 ? ("0" + month) : month + "";
        String yearAndMonth = year + monthStr;
        Map organizationIdMap = JSON.parseObject(params);
        List<Integer> parentIdList = (List<Integer>) organizationIdMap.get("orgId");
        LocalDateTime endTime = time.truncatedTo(ChronoUnit.DAYS);
        LocalDateTime startTime = endTime.minusMinutes(5);
        List<Object> organizationIdList = organizationRelationService.getChildIdByParentId(parentIdList);
        try {
            List<String> macList = deviceService.getMacByOrganizationid(organizationIdList);
            List<String> sensorKeys = sensorService.getSensorKeyByMac(macList);
            List<Map<String, Object>> macAndOrganizationIdMap = deviceService.macAndOrganizationIdMap(macList);
            Map<String, Object> kv = new LinkedHashMap<>();
            for (Map<String, Object> map : macAndOrganizationIdMap) {
                kv.put(map.get("mac").toString(), map.get("organizationId"));
            }
            Map<String, Object> devices = new HashMap<>();
            devices.put("sensorKeys", sensorKeys);
            devices.put("start", startTime);
            devices.put("end", endTime);
            devices.put("macs", macList);
            devices.put("yearAndMonth", yearAndMonth);
            List<Map<String, Object>> realtimeData = historyMinutelyService.getMinutelySensorData(devices);
            XxlJobLogger.log("RabbitMQRealtimeEveryFiveMinutesData:" + realtimeData.size());
            if (!CollectionUtils.isEmpty(realtimeData)) {
                for (Map<String, Object> deviceData : realtimeData) {
                    if (!ObjectUtils.isEmpty(deviceData)) {
                        Iterator<String> iterator = deviceData.keySet().iterator();
                        while (iterator.hasNext()) {
                            String key = iterator.next();
                            if (key.startsWith("M")) {
                                iterator.remove();
                            }
                        }
                        deviceData.put("time", startTime.format(DateTimeFormatter.ofPattern("yyyyMMddHHmmss")));
                        deviceData.put("timeType", "realtime");
                        String mac = deviceData.get("mac").toString();
                        Object o1 = kv.get(mac);
                        List<Integer> parentIds = organizationRelationService.getParentIdListByChildId((Integer) o1);
                        Map organizationIdMapNew = JSON.parseObject(params);
                        List<Integer> parentIdListNew = (List<Integer>) organizationIdMapNew.get("orgId");
                        List<Integer> intersection = parentIdListNew.stream().filter(item -> parentIds.contains(item)).collect(Collectors.toList());
                        intersection.stream().forEach(parentId -> rabbitTemplate.convertAndSend(organization_data.getName(), parentId + "." + mac, JSON.toJSONString(deviceData)));
                    }
                }
                ReturnT returnT = new ReturnT(200, "RabbitMQ每5分钟实时数据存入成功");
                return returnT;
            }
        } catch (Exception e) {
            XxlJobLogger.log("RabbitMQRealtimeEveryFiveMinutesException:" + e.getMessage());
            logger.error(e.getMessage());
            e.printStackTrace();
        }
        ReturnT returnT = new ReturnT(500, "RabbitMQ每5分钟实时数据存入失败");
        return returnT;
    }

    @XxlJob("RabbitMQMinutelySixHours")
    public ReturnT insertRabbitMQMinutelySixHours(String params) {
        LocalDateTime time = LocalDateTime.now();
        int year = time.getYear();
        int month = time.getMonthValue();
        String monthStr = month < 10 ? ("0" + month) : month + "";
        String yearAndMonth = year + monthStr;
        Map organizationIdMap = JSON.parseObject(params);
        List<Integer> parentIdList = (List<Integer>) organizationIdMap.get("orgId");
        LocalDateTime zeroClock = time.truncatedTo(ChronoUnit.DAYS);
        LocalDateTime value = zeroClock.plusMinutes(9);
        List<Object> organizationIdList = organizationRelationService.getChildIdByParentId(parentIdList);
        try {
            List<String> macList = deviceService.getMacByOrganizationid(organizationIdList);
            List<String> sensorKeys = sensorService.getSensorKeyByMac(macList);
            List<Map<String, Object>> macAndOrganizationIdMap = deviceService.macAndOrganizationIdMap(macList);
            Map<String, Object> kv = new LinkedHashMap<>();
            for (Map<String, Object> map : macAndOrganizationIdMap) {
                kv.put(map.get("mac").toString(), map.get("organizationId"));
            }
            for (int i = 0; i <= 340; i = i + 10) {
                LocalDateTime startTime = value.plusMinutes(i);
                LocalDateTime endTime = value.plusMinutes(i + 1);
                Map<String, Object> devices = new HashMap<>();
                devices.put("sensorKeys", sensorKeys);
                devices.put("start", startTime);
                devices.put("end", endTime);
                devices.put("macs", macList);
                devices.put("yearAndMonth", yearAndMonth);
                List<Map<String, Object>> minutelyDataList = historyMinutelyService.getMinutelySensorData(devices);
                XxlJobLogger.log("RabbitMQMinutelyData:" + minutelyDataList.size());
                if (!CollectionUtils.isEmpty(minutelyDataList)) {
                    for (Map<String, Object> deviceData : minutelyDataList) {
                        if (!ObjectUtils.isEmpty(deviceData)) {
                            Map<String, Object> minutelyData = new LinkedHashMap<>();
                            minutelyData.put("mac", deviceData.get("mac"));
                            minutelyData.put("time", startTime.format(DateTimeFormatter.ofPattern("yyyyMMddHHmmss")));
                            minutelyData.put("timeType", "minutely");
                            for (String key : deviceData.keySet()) {
                                if (!key.equals("mac") && !key.startsWith("M")) {
                                    String date = deviceData.get(key).toString() + "," + deviceData.get("MIN" + key).toString() + "," + deviceData.get("MAX" + key).toString();
                                    minutelyData.put(key, date);
                                }
                            }
                            String mac = minutelyData.get("mac").toString();
                            Object o1 = kv.get(mac);
                            List<Integer> parentIds = organizationRelationService.getParentIdListByChildId((Integer) o1);
                            Map organizationIdMapNew = JSON.parseObject(params);
                            List<Integer> parentIdListNew = (List<Integer>) organizationIdMapNew.get("orgId");
                            List<Integer> intersection = parentIdListNew.stream().filter(item -> parentIds.contains(item)).collect(Collectors.toList());
                            intersection.stream().forEach(parentId -> rabbitTemplate.convertAndSend(organization_data.getName(), parentId + "." + mac, JSON.toJSONString(minutelyData)));
                        }
                    }
                    ReturnT returnT = new ReturnT(200, "RabbitMQ分钟数据存入成功");
                    return returnT;
                }
            }
        } catch (Exception e) {
            XxlJobLogger.log("RabbitMQMinutelyException:" + e.getMessage());
            logger.error(e.getMessage());
            e.printStackTrace();
        }
        ReturnT returnT = new ReturnT(500, "RabbitMQ分钟数据存入失败");
        return returnT;
    }

    @XxlJob("RabbitMQMinutelyZero")
    public ReturnT insertRabbitMQMinutelyZero(String params) {
        LocalDateTime time = LocalDateTime.now();
        int year = time.getYear();
        int month = time.getMonthValue();
        int day = time.getDayOfMonth();
        if (day == 1) {
            if (month == 1) {
                month = 12;
                year = year - 1;
            } else {
                month = month - 1;
            }
        }
        String monthStr = month < 10 ? ("0" + month) : month + "";
        String yearAndMonth = year + monthStr;
        Map organizationIdMap = JSON.parseObject(params);
        List<Integer> parentIdList = (List<Integer>) organizationIdMap.get("orgId");
        LocalDateTime endTime = time.truncatedTo(ChronoUnit.DAYS);
        LocalDateTime startTime = endTime.minusMinutes(1);
        List<Object> organizationIdList = organizationRelationService.getChildIdByParentId(parentIdList);
        try {
            List<String> macList = deviceService.getMacByOrganizationid(organizationIdList);
            List<String> sensorKeys = sensorService.getSensorKeyByMac(macList);
            List<Map<String, Object>> macAndOrganizationIdMap = deviceService.macAndOrganizationIdMap(macList);
            Map<String, Object> kv = new LinkedHashMap<>();
            for (Map<String, Object> map : macAndOrganizationIdMap) {
                kv.put(map.get("mac").toString(), map.get("organizationId"));
            }
            Map<String, Object> devices = new HashMap<>();
            devices.put("sensorKeys", sensorKeys);
            devices.put("start", startTime);
            devices.put("end", endTime);
            devices.put("macs", macList);
            devices.put("yearAndMonth", yearAndMonth);
            List<Map<String, Object>> minutelyDataList = historyMinutelyService.getMinutelySensorData(devices);
            XxlJobLogger.log("RabbitMQMinutelyData:" + minutelyDataList.size());
            if (!CollectionUtils.isEmpty(minutelyDataList)) {
                for (Map<String, Object> deviceData : minutelyDataList) {
                    if (!ObjectUtils.isEmpty(deviceData)) {
                        Map<String, Object> minutelyData = new LinkedHashMap<>();
                        minutelyData.put("mac", deviceData.get("mac"));
                        minutelyData.put("time", startTime.format(DateTimeFormatter.ofPattern("yyyyMMddHHmmss")));
                        minutelyData.put("timeType", "minutely");
                        for (String key : deviceData.keySet()) {
                            if (!key.equals("mac") && !key.startsWith("M")) {
                                String date = deviceData.get(key).toString() + "," + deviceData.get("MIN" + key).toString() + "," + deviceData.get("MAX" + key).toString();
                                minutelyData.put(key, date);
                            }
                        }
                        String mac = minutelyData.get("mac").toString();
                        Object o1 = kv.get(mac);
                        List<Integer> parentIds = organizationRelationService.getParentIdListByChildId((Integer) o1);
                        Map organizationIdMapNew = JSON.parseObject(params);
                        List<Integer> parentIdListNew = (List<Integer>) organizationIdMapNew.get("orgId");
                        List<Integer> intersection = parentIdListNew.stream().filter(item -> parentIds.contains(item)).collect(Collectors.toList());
                        intersection.stream().forEach(parentId -> rabbitTemplate.convertAndSend(organization_data.getName(), parentId + "." + mac, JSON.toJSONString(minutelyData)));
                    }
                }
                ReturnT returnT = new ReturnT(200, "RabbitMQ分钟数据存入成功");
                return returnT;
            }
        } catch (Exception e) {
            XxlJobLogger.log("RabbitMQMinutelyException:" + e.getMessage());
            logger.error(e.getMessage());
            e.printStackTrace();
        }
        ReturnT returnT = new ReturnT(500, "RabbitMQ分钟数据存入失败");
        return returnT;
    }

    @XxlJob("RabbitMQHourlySixHours")
    public ReturnT insertRabbitMQHourlySixHours(String params) {
        LocalDateTime time = LocalDateTime.now();
        Map organizationIdMap = JSON.parseObject(params);
        List<Integer> parentIdList = (List<Integer>) organizationIdMap.get("orgId");
        LocalDateTime zeroClock = time.truncatedTo(ChronoUnit.DAYS);
        LocalDateTime value = zeroClock.minusHours(1);
        List<Object> organizationIdList = organizationRelationService.getChildIdByParentId(parentIdList);
        try {
            List<String> macList = deviceService.getMacByOrganizationid(organizationIdList);
            List<String> sensorKeys = sensorService.getSensorKeyByMac(macList);
            List<Map<String, Object>> macAndOrganizationIdMap = deviceService.macAndOrganizationIdMap(macList);
            Map<String, Object> kv = new LinkedHashMap<>();
            for (Map<String, Object> map : macAndOrganizationIdMap) {
                kv.put(map.get("mac").toString(), map.get("organizationId"));
            }
            for (int i = 0; i <= 6; i++) {
                LocalDateTime startTime = value.plusHours(i);
                LocalDateTime endTime = value.plusHours(i + 1);
                Map<String, Object> devices = new HashMap<>();
                devices.put("sensorKeys", sensorKeys);
                devices.put("start", startTime);
                devices.put("end", endTime);
                devices.put("macs", macList);
                List<Map<String, Object>> hourlyDataList = historyHourlyService.getHourlySensorData(devices);
                XxlJobLogger.log("RabbitMQHourlyData:" + hourlyDataList.size());
                if (!CollectionUtils.isEmpty(hourlyDataList)) {
                    for (Map<String, Object> deviceData : hourlyDataList) {
                        if (!ObjectUtils.isEmpty(deviceData)) {
                            Map<String, Object> hourlyData = new LinkedHashMap<>();
                            hourlyData.put("mac", deviceData.get("mac"));
                            hourlyData.put("time", startTime.format(DateTimeFormatter.ofPattern("yyyyMMddHHmmss")));
                            hourlyData.put("timeType", "hourly");
                            for (String key : deviceData.keySet()) {
                                if (!key.equals("mac") && !key.startsWith("M")) {
                                    String date = deviceData.get(key).toString() + "," + deviceData.get("MIN" + key).toString() + "," + deviceData.get("MAX" + key).toString();
                                    hourlyData.put(key, date);
                                }
                            }
                            String mac = hourlyData.get("mac").toString();
                            Object o1 = kv.get(mac);
                            List<Integer> parentIds = organizationRelationService.getParentIdListByChildId((Integer) o1);
                            Map organizationIdMapNew = JSON.parseObject(params);
                            List<Integer> parentIdListNew = (List<Integer>) organizationIdMapNew.get("orgId");
                            List<Integer> intersection = parentIdListNew.stream().filter(item -> parentIds.contains(item)).collect(Collectors.toList());
                            intersection.stream().forEach(parentId -> rabbitTemplate.convertAndSend(organization_data.getName(), parentId + "." + mac, JSON.toJSONString(hourlyData)));
                        }
                    }
                    ReturnT returnT = new ReturnT(200, "RabbitMQ小时数据存入成功");
                    return returnT;
                }
            }
        } catch (Exception e) {
            XxlJobLogger.log("RabbitMQHourlyException:" + e.getMessage());
            logger.error(e.getMessage());
            e.printStackTrace();
        }
        ReturnT returnT = new ReturnT(500, "RabbitMQ小时数据存入失败");
        return returnT;
    }
}