新增无人机在时间段查询sensor值集合的Service实现方法

ZhuDongming

2019-07-25 212eedf7451197f4420480665dcc6f365f021897

新增无人机在时间段查询sensor值集合的Service实现方法

 src/main/java/com/moral/service/impl/HistoryMinutelyServiceImpl.java

@@ -46,454 +46,470 @@
import com.moral.entity.charts.LineChartCriteria;

import com.moral.entity.charts.TimePeriod;

import com.moral.mapper.AlarmDailyMapper;

import com.moral.mapper.AlarmMapper;

import com.moral.mapper.DeviceMapper;

import com.moral.mapper.HistoryMinutelyMapper;

import com.moral.mapper.SensorMapper;

import com.moral.service.HistoryMinutelyService;



@Service

@SuppressWarnings({ "unchecked", "unused", "rawtypes" })

@SuppressWarnings({"unchecked", "unused", "rawtypes"})

public class HistoryMinutelyServiceImpl implements HistoryMinutelyService {



    @Resource

    private HistoryMinutelyMapper historyMinutelyMapper;

    @Resource

    private HistoryMinutelyMapper historyMinutelyMapper;



    @Resource

    private DeviceMapper deviceMapper;

    @Resource

    private DeviceMapper deviceMapper;



    @Resource

    private SensorMapper sensorMapper;

    @Resource

    private SensorMapper sensorMapper;



    @Resource

    private AlarmDailyMapper alarmDailyMapper;

    @Resource

    private AlarmDailyMapper alarmDailyMapper;



    @Override

    public Map<String, Object> getDayAQIByDevice(Map<String, Object> parameters) {

        //ValidateUtil.notNull(parameters.get("mac"), "param.is.null");

        LocalDate localDate = LocalDate.now();

        // 昨日00:00:00

        parameters.put("start", localDate.minusDays(1));

		
        // 今日00:00:00

        parameters.put("end", localDate);

        parameters.put("sensorKeys", Arrays.asList("e1", "e2", "e10", "e11", "e15", "e16"));

        Map<String, Double> average = historyMinutelyMapper.getSersionAvgByDevice(parameters);

        return getAQIByDataMap(average);

    }

    @Override

    public Map<String, Object> getDayAQIByDevice(Map<String, Object> parameters) {

        //ValidateUtil.notNull(parameters.get("mac"), "param.is.null");

        LocalDate localDate = LocalDate.now();

        // 昨日00:00:00

        parameters.put("start", localDate.minusDays(1));



    private Map<String, Object> getAQIByDataMap(Map<String, Double> average) {

        Map<String, Object> resultMap = new HashMap<String, Object>();

        if (isEmpty(average)) {

            resultMap.put("AQI", "N/V");

        } else {

            String[] IAQIValues = ResourceUtil.getArrValue("IAQI");

            Set<Double> IAQIs = new HashSet<Double>();

            for (Map.Entry<String, Double> entry : average.entrySet()) {

                double minMacKey = 0, maxMacKey = 0, minIAQI = 0, maxIAQI = 0;

                String[] macKeyValues = ResourceUtil.getArrValue(entry.getKey());

                Double avg = entry.getValue();

                if (isEmpty(avg)) {

                    IAQIs.add(null);

                } else {

                    int index = -1;

                    for (int i = 0; i < macKeyValues.length; i++) {

                        if (avg <= Double.valueOf(macKeyValues[i])) {

                            if (i == 0) {

                                index = i;

                            } else {

                                index = i - 1;

                            }

                            break;

                        }

                    }

                    if (index == -1) {

                        IAQIs.add(Double.MAX_VALUE);

                    } else {

                        minMacKey = Double.valueOf(macKeyValues[index]);

                        maxMacKey = Double.valueOf(macKeyValues[index + 1]);

                        minIAQI = Double.valueOf(IAQIValues[index]);

                        maxIAQI = Double.valueOf(IAQIValues[index + 1]);

                        Double result = CalculateUtils.calculateIAQI(maxIAQI, minIAQI, maxMacKey, minMacKey, avg);

                        IAQIs.add(result);

                    }

                }

            }

            IAQIs.remove(null);

            if (isEmpty(IAQIs)) {

                resultMap.put("AQI", "N/V");

            } else {

                Double AQI = Collections.max(IAQIs);

                if (AQI == Double.MAX_VALUE) {

                    resultMap.put("AQI", IAQIValues[IAQIValues.length - 1]);

                } else {

                    resultMap.put("AQI", String.format("%.0f", AQI));

                }

            }

        }

        return resultMap;

    }

        // 今日00:00:00

        parameters.put("end", localDate);

        parameters.put("sensorKeys", Arrays.asList("e1", "e2", "e10", "e11", "e15", "e16"));

        Map<String, Double> average = historyMinutelyMapper.getSersionAvgByDevice(parameters);

        return getAQIByDataMap(average);

    }



    @Override

    public Map<String, List> getCompareReport(Map<String, Object> parameters) throws Exception {

        Map<String, List> resultMap = new HashMap<String, List>();

        List<Map<String, Object>> list = JSON.parseObject((String)parameters.remove("items"), new TypeReference<List<Map<String, Object>>>() {});

		
        String type = (String) parameters.get("type");

        // parameters.putAll(getElementByType(type));

        ParameterUtils.getElementByType(parameters);

        Integer timeLength = Integer.valueOf(parameters.remove("timeLength").toString());

        if ("month".equals(type)) {

            for (Map<String, Object> map : list) {

                String[] formatTime = map.get("formatTime").toString().split("-");

                LocalDate localDate = LocalDate.of(Integer.valueOf(formatTime[0]), Integer.valueOf(formatTime[1]), 1);

                int lengthOfMonth = localDate.lengthOfMonth();

                if (lengthOfMonth > timeLength) {

                    timeLength = lengthOfMonth;

                }

            }

        }

		
        List<Object> timeList = new ArrayList<Object>();

        for (int i = 0; i < timeLength; i++) {

            timeList.add(String.format("%02d", "day".equals(type) || "hour".equals(type) ? i : i + 1));

        }

        parameters.put("timeList", timeList);

		
        ExecutorService threadPool = Executors.newCachedThreadPool();

        CompletionService<Map<String, Object>> cs = new ExecutorCompletionService<Map<String, Object>>(threadPool);

        for (int i = 0; i < list.size(); i++) {

            Map<String, Object> map = list.get(i);

            map.put("part", i);

            if (ObjectUtils.isEmpty(map.get("mac"))) {

                map.remove("mac");

            }

            map.put("time", map.remove("formatTime"));

            map.putAll(parameters);

            cs.submit(new Callable<Map<String, Object>>() {

                @Override

                public Map<String, Object> call() throws Exception {

                    return getMonitorPointOrDeviceAvgData4Compare(map);

                }

            });

        }

		
        List<Object> dataList = new ArrayList<Object>();

        for (Map<String, Object> map : list) {

            dataList.add(cs.take().get());

        }

        Object[] datas = new Object[list.size()];

        Object[] deviceCounts = new Object[list.size()];

        Object[] alarmDatas = new Object[list.size()];

        Set<String> sensors = new TreeSet<String>(new Comparator<String>() {

            @Override

            public int compare(String o1, String o2) {

                return o1.split("-")[0].compareTo(o2.split("-")[0]);

                //return Integer.compare(Integer.valueOf(o1.split("-")[0].replace("e", "")), Integer.valueOf(o2.split("-")[0].replace("e", "")));

            }

        });

        Map<String, Double> sortMap = new HashMap<String, Double>();

        for (Object object : dataList) {

            Map<String, Object> map = (Map<String, Object>)object;

            for (String key : map.keySet()) {

                int index = Integer.valueOf(key.substring(key.length() - 1));

                String actual = key.substring(0, key.length() - 1);

                Object obj = map.get(key);

                switch (actual) {

                case "data":

                    datas[index] = obj;

                    break;

                case "deviceCount":

                    deviceCounts[index] = obj;

                    break;

                case "alarmData":

                    alarmDatas[index] = obj;

                    if (!ObjectUtils.isEmpty(obj)) {

                        Map<String, BigDecimal> mapData = (Map<String, BigDecimal>) obj;

                        BigDecimal sum = mapData.remove("sum");

                        for (Entry<String, BigDecimal> entry : mapData.entrySet()) {

                            if (!"name".equals(entry.getKey())) {

                                sortMap.put(entry.getKey() + "-" + index, new BigDecimal(100).multiply(entry.getValue())

                                        .divide(sum, 2, BigDecimal.ROUND_HALF_UP).doubleValue());

								
                            }

                        }

                    }

                    break;

                case "sensors":

                    sensors.addAll((List<String>) obj);

                    break;

                }

            }

        }

        List<Map.Entry<String, Double>> sortList = new ArrayList<Map.Entry<String,Double>>(sortMap.entrySet());

        Collections.sort(sortList,new Comparator<Map.Entry<String,Double>>(){

            @Override

            public int compare(Entry<String, Double> o1, Entry<String, Double> o2) {

                if (o2.getValue().compareTo(o1.getValue()) == 0) {

                    String[] key1 = o1.getKey().split("-");

                    String[] key2 = o2.getKey().split("-");

    private Map<String, Object> getAQIByDataMap(Map<String, Double> average) {

        Map<String, Object> resultMap = new HashMap<String, Object>();

        if (isEmpty(average)) {

            resultMap.put("AQI", "N/V");

        } else {

            String[] IAQIValues = ResourceUtil.getArrValue("IAQI");

            Set<Double> IAQIs = new HashSet<Double>();

            for (Map.Entry<String, Double> entry : average.entrySet()) {

                double minMacKey = 0, maxMacKey = 0, minIAQI = 0, maxIAQI = 0;

                String[] macKeyValues = ResourceUtil.getArrValue(entry.getKey());

                Double avg = entry.getValue();

                if (isEmpty(avg)) {

                    IAQIs.add(null);

                } else {

                    int index = -1;

                    for (int i = 0; i < macKeyValues.length; i++) {

                        if (avg <= Double.valueOf(macKeyValues[i])) {

                            if (i == 0) {

                                index = i;

                            } else {

                                index = i - 1;

                            }

                            break;

                        }

                    }

                    if (index == -1) {

                        IAQIs.add(Double.MAX_VALUE);

                    } else {

                        minMacKey = Double.valueOf(macKeyValues[index]);

                        maxMacKey = Double.valueOf(macKeyValues[index + 1]);

                        minIAQI = Double.valueOf(IAQIValues[index]);

                        maxIAQI = Double.valueOf(IAQIValues[index + 1]);

                        Double result = CalculateUtils.calculateIAQI(maxIAQI, minIAQI, maxMacKey, minMacKey, avg);

                        IAQIs.add(result);

                    }

                }

            }

            IAQIs.remove(null);

            if (isEmpty(IAQIs)) {

                resultMap.put("AQI", "N/V");

            } else {

                Double AQI = Collections.max(IAQIs);

                if (AQI == Double.MAX_VALUE) {

                    resultMap.put("AQI", IAQIValues[IAQIValues.length - 1]);

                } else {

                    resultMap.put("AQI", String.format("%.0f", AQI));

                }

            }

        }

        return resultMap;

    }



    @Override

    public Map<String, List> getCompareReport(Map<String, Object> parameters) throws Exception {

        Map<String, List> resultMap = new HashMap<String, List>();

        List<Map<String, Object>> list = JSON.parseObject((String) parameters.remove("items"), new TypeReference<List<Map<String, Object>>>() {

        });



        String type = (String) parameters.get("type");

        // parameters.putAll(getElementByType(type));

        ParameterUtils.getElementByType(parameters);

        Integer timeLength = Integer.valueOf(parameters.remove("timeLength").toString());

        if ("month".equals(type)) {

            for (Map<String, Object> map : list) {

                String[] formatTime = map.get("formatTime").toString().split("-");

                LocalDate localDate = LocalDate.of(Integer.valueOf(formatTime[0]), Integer.valueOf(formatTime[1]), 1);

                int lengthOfMonth = localDate.lengthOfMonth();

                if (lengthOfMonth > timeLength) {

                    timeLength = lengthOfMonth;

                }

            }

        }



        List<Object> timeList = new ArrayList<Object>();

        for (int i = 0; i < timeLength; i++) {

            timeList.add(String.format("%02d", "day".equals(type) || "hour".equals(type) ? i : i + 1));

        }

        parameters.put("timeList", timeList);



        ExecutorService threadPool = Executors.newCachedThreadPool();

        CompletionService<Map<String, Object>> cs = new ExecutorCompletionService<Map<String, Object>>(threadPool);

        for (int i = 0; i < list.size(); i++) {

            Map<String, Object> map = list.get(i);

            map.put("part", i);

            if (ObjectUtils.isEmpty(map.get("mac"))) {

                map.remove("mac");

            }

            map.put("time", map.remove("formatTime"));

            map.putAll(parameters);

            cs.submit(new Callable<Map<String, Object>>() {

                @Override

                public Map<String, Object> call() throws Exception {

                    return getMonitorPointOrDeviceAvgData4Compare(map);

                }

            });

        }



        List<Object> dataList = new ArrayList<Object>();

        for (Map<String, Object> map : list) {

            dataList.add(cs.take().get());

        }

        Object[] datas = new Object[list.size()];

        Object[] deviceCounts = new Object[list.size()];

        Object[] alarmDatas = new Object[list.size()];

        Set<String> sensors = new TreeSet<String>(new Comparator<String>() {

            @Override

            public int compare(String o1, String o2) {

                return o1.split("-")[0].compareTo(o2.split("-")[0]);

                //return Integer.compare(Integer.valueOf(o1.split("-")[0].replace("e", "")), Integer.valueOf(o2.split("-")[0].replace("e", "")));

            }

        });

        Map<String, Double> sortMap = new HashMap<String, Double>();

        for (Object object : dataList) {

            Map<String, Object> map = (Map<String, Object>) object;

            for (String key : map.keySet()) {

                int index = Integer.valueOf(key.substring(key.length() - 1));

                String actual = key.substring(0, key.length() - 1);

                Object obj = map.get(key);

                switch (actual) {

                    case "data":

                        datas[index] = obj;

                        break;

                    case "deviceCount":

                        deviceCounts[index] = obj;

                        break;

                    case "alarmData":

                        alarmDatas[index] = obj;

                        if (!ObjectUtils.isEmpty(obj)) {

                            Map<String, BigDecimal> mapData = (Map<String, BigDecimal>) obj;

                            BigDecimal sum = mapData.remove("sum");

                            for (Entry<String, BigDecimal> entry : mapData.entrySet()) {

                                if (!"name".equals(entry.getKey())) {

                                    sortMap.put(entry.getKey() + "-" + index, new BigDecimal(100).multiply(entry.getValue())

                                            .divide(sum, 2, BigDecimal.ROUND_HALF_UP).doubleValue());



                                }

                            }

                        }

                        break;

                    case "sensors":

                        sensors.addAll((List<String>) obj);

                        break;

                }

            }

        }

        List<Map.Entry<String, Double>> sortList = new ArrayList<Map.Entry<String, Double>>(sortMap.entrySet());

        Collections.sort(sortList, new Comparator<Map.Entry<String, Double>>() {

            @Override

            public int compare(Entry<String, Double> o1, Entry<String, Double> o2) {

                if (o2.getValue().compareTo(o1.getValue()) == 0) {

                    String[] key1 = o1.getKey().split("-");

                    String[] key2 = o2.getKey().split("-");

//                    String sensor1  = key1[0].replace("e", "");

//                    String sensor2  = key2[0].replace("e", "");

//                    if (Integer.valueOf(sensor1).compareTo(Integer.valueOf(sensor2)) == 0) {

//                        return Integer.compare(Integer.valueOf(key1[1]), Integer.valueOf(key2[1]));

//                    }

//                    return Integer.valueOf(sensor1).compareTo(Integer.valueOf(sensor2));

                    if (key1[0].compareTo(key2[0]) == 0) {

                        return Integer.compare(Integer.valueOf(key1[1]), Integer.valueOf(key2[1]));

                    } else {

                        return key1[0].compareTo(key2[0]);

                    }

                } else {

                    return o2.getValue().compareTo(o1.getValue());

                }

            }

			
        });

        resultMap.put("times", timeList);

        resultMap.put("datas", Arrays.asList(datas));

        resultMap.put("deviceCounts", Arrays.asList(deviceCounts));

        resultMap.put("alarmDatas", Arrays.asList(alarmDatas));

        resultMap.put("sensors", new ArrayList<Object>(sensors));

        resultMap.put("sortList", sortList);

        return resultMap;

    }

                    if (key1[0].compareTo(key2[0]) == 0) {

                        return Integer.compare(Integer.valueOf(key1[1]), Integer.valueOf(key2[1]));

                    } else {

                        return key1[0].compareTo(key2[0]);

                    }

                } else {

                    return o2.getValue().compareTo(o1.getValue());

                }

            }



	
    public Map<String, Object> getMonitorPointOrDeviceAvgData4Compare(Map<String, Object> parameters) throws Exception {

        Map<String, Object> resultMap = new HashMap<String, Object>();

        List<Map<String, Object>> resultList = getMonitorPointOrDeviceAvgData(parameters);

        List<Object> timeList = (List<Object>) parameters.get("timeList");

        List<String> sensors = (List<String>) parameters.get("sensors");

        String part = parameters.get("part").toString();

        Map<String, Double[]> doubleMap = new LinkedHashMap<String, Double[]>();

        for (Map<String, Object> map : resultList) {

            String time = map.get("time").toString();

            time = time.substring(time.length() - 2);

            int index = timeList.indexOf(time);

            for (String sensor : sensors) {

                String[] split = sensor.split("-");

                String sensorKey = split[0];

                if (map.containsKey(sensorKey)) {

                    Double[] doubles;

                    if (doubleMap.containsKey(sensor)) {

                        doubles = doubleMap.get(sensor);

                    } else {

                        doubles = new Double[timeList.size()];

                    }

                    doubles[index] = (Double) map.get(sensorKey);

                    doubleMap.put(sensor, doubles);

                }

            }

        }

        });

        resultMap.put("times", timeList);

        resultMap.put("datas", Arrays.asList(datas));

        resultMap.put("deviceCounts", Arrays.asList(deviceCounts));

        resultMap.put("alarmDatas", Arrays.asList(alarmDatas));

        resultMap.put("sensors", new ArrayList<Object>(sensors));

        resultMap.put("sortList", sortList);

        return resultMap;

    }



        Object deviceCount;

        if (parameters.containsKey("deviceCount")) {

            deviceCount = parameters.remove("deviceCount");

        } else {

            deviceCount = deviceMapper.getDeviceCountByRegion(parameters);

        }



        resultMap.put("deviceCount" + part, deviceCount);

        resultMap.put("data" + part, doubleMap);

        resultMap.put("sensors" + part, sensors);

        Object type = parameters.get("type");

        if ("year".equals(type) || "month".equals(type)) {

            parameters.put("sensorKeys", Arrays.asList("e1", "e2", "e10", "e11", "e15", "e16"));

            List<Map<String, Object>> alarmData = alarmDailyMapper.getAlarmData(parameters);

            if (!ObjectUtils.isEmpty(alarmData)) {

                resultMap.put("alarmData" + part, alarmDailyMapper.getAlarmData(parameters).get(0));

            }

        }

        return resultMap;

    }

	
    @Override

    public List<Map<String, Object>> getMonitorPointOrDeviceAvgData(Map<String, Object> parameters) throws Exception {

        convertQueryParam(parameters);

        if (!ObjectUtils.isEmpty(parameters.get("compensate"))) {

            parameters.put("timeUnits", "10min");

        }

        return historyMinutelyMapper.getMonitorPointOrDeviceAvgData(parameters);

    }

    public Map<String, Object> getMonitorPointOrDeviceAvgData4Compare(Map<String, Object> parameters) throws Exception {

        Map<String, Object> resultMap = new HashMap<String, Object>();

        List<Map<String, Object>> resultList = getMonitorPointOrDeviceAvgData(parameters);

        List<Object> timeList = (List<Object>) parameters.get("timeList");

        List<String> sensors = (List<String>) parameters.get("sensors");

        String part = parameters.get("part").toString();

        Map<String, Double[]> doubleMap = new LinkedHashMap<String, Double[]>();

        for (Map<String, Object> map : resultList) {

            String time = map.get("time").toString();

            time = time.substring(time.length() - 2);

            int index = timeList.indexOf(time);

            for (String sensor : sensors) {

                String[] split = sensor.split("-");

                String sensorKey = split[0];

                if (map.containsKey(sensorKey)) {

                    Double[] doubles;

                    if (doubleMap.containsKey(sensor)) {

                        doubles = doubleMap.get(sensor);

                    } else {

                        doubles = new Double[timeList.size()];

                    }

                    doubles[index] = (Double) map.get(sensorKey);

                    doubleMap.put(sensor, doubles);

                }

            }

        }



    @Override

    public void convertQueryParam(Map<String, Object> parameters) throws ParseException {

        if (!parameters.containsKey("field")) {

            // String type = (String) parameters.get("type");

            // parameters.putAll(getElementByType(type));

            ParameterUtils.getElementByType(parameters);

        }

        String time = (String) parameters.get("time");

        String format = (String) parameters.get("format");

        Integer field = Integer.valueOf(parameters.get("field").toString());

        Date start = DateUtils.parseDate(time, format), end = null ;

        if (parameters.containsKey("timeb")) {

            end = DateUtils.parseDate((String)parameters.get("timeb"), format);

        } else {

            Calendar instance = Calendar.getInstance();

            instance.setTime(start);

            instance.add(field, 1);

            end = instance.getTime();

        }

        parameters.put("start", start);

        parameters.put("end", end);

        Object deviceCount;

        if (parameters.containsKey("deviceCount")) {

            deviceCount = parameters.remove("deviceCount");

        } else {

            deviceCount = deviceMapper.getDeviceCountByRegion(parameters);

        }



        List<String> sensorKeys = new ArrayList<String>();

        List<String> sensors = new ArrayList<String>();

        if (parameters.containsKey("sensors")) {

            try {

                sensors = JSON.parseObject((String)parameters.get("sensors"), new TypeReference<List<String>>() {});

                for (String sensor : sensors) {

                    sensorKeys.add(sensor.split("-")[0]);

                }

            } catch (Exception e) {

                sensorKeys = sensors = (List<String>)parameters.remove("sensors");

            }

        } else {

            List<Sensor> sensorList = sensorMapper.getSensorsByCriteria(parameters);

            for (Sensor sensor : sensorList) {

                sensorKeys.add(sensor.getSensorKey());

                String string = sensor.getSensorKey() + "-" + sensor.getName() + "-" + sensor.getUnit();

                if (parameters.containsKey("description")) {

                    string += "-" + sensor.getDescription();

                }

                sensors.add(string);

            }

        }

        parameters.put("sensorKeys", sensorKeys);

        parameters.put("sensors", sensors);

    }

        resultMap.put("deviceCount" + part, deviceCount);

        resultMap.put("data" + part, doubleMap);

        resultMap.put("sensors" + part, sensors);

        Object type = parameters.get("type");

        if ("year".equals(type) || "month".equals(type)) {

            parameters.put("sensorKeys", Arrays.asList("e1", "e2", "e10", "e11", "e15", "e16"));

            List<Map<String, Object>> alarmData = alarmDailyMapper.getAlarmData(parameters);

            if (!ObjectUtils.isEmpty(alarmData)) {

                resultMap.put("alarmData" + part, alarmDailyMapper.getAlarmData(parameters).get(0));

            }

        }

        return resultMap;

    }



    @Override

    public Map<String, Object> getMonthAverageBySensor(Map<String, Object> parameters) {

        //ValidateUtil.notNull(parameters.get("mac"), "param.is.null");

        Object sensorKey = parameters.remove("macKey");

        ValidateUtil.notNull(sensorKey, "param.is.null");

        Map<String, Object> result = new HashMap<String, Object>();

        LocalDate end = LocalDate.now(),start;

        // 每月一日的数据取上月的数据

        if (1 == end.getDayOfMonth()) {

            // 上个月1日00:00:00

            start = end.plusDays(-1).with(TemporalAdjusters.firstDayOfMonth());

        } else {

            // 这个月1日00:00:00

            start = end.with(TemporalAdjusters.firstDayOfMonth());

        }

        parameters.put("start", start);

        parameters.put("end", end);

        parameters.put("sensorKeys", Arrays.asList(sensorKey));

    @Override

    public List<Map<String, Object>> getMonitorPointOrDeviceAvgData(Map<String, Object> parameters) throws Exception {

        convertQueryParam(parameters);

        if (!ObjectUtils.isEmpty(parameters.get("compensate"))) {

            parameters.put("timeUnits", "10min");

        }

        return historyMinutelyMapper.getMonitorPointOrDeviceAvgData(parameters);

    }



        Map<String, Double> average = historyMinutelyMapper.getSersionAvgByDevice(parameters);

        if (isEmpty(average)) {

            result.put("average", NULL_VALUE);

        } else {

            result.put("average", String.format("%.2f", average.get(sensorKey)));

        }

        return result;

    }

    @Override

    public void convertQueryParam(Map<String, Object> parameters) throws ParseException {

        if (!parameters.containsKey("field")) {

            // String type = (String) parameters.get("type");

            // parameters.putAll(getElementByType(type));

            ParameterUtils.getElementByType(parameters);

        }

        String time = (String) parameters.get("time");

        String format = (String) parameters.get("format");

        Integer field = Integer.valueOf(parameters.get("field").toString());

        Date start = DateUtils.parseDate(time, format), end = null;

        if (parameters.containsKey("timeb")) {

            end = DateUtils.parseDate((String) parameters.get("timeb"), format);

        } else {

            Calendar instance = Calendar.getInstance();

            instance.setTime(start);

            instance.add(field, 1);

            end = instance.getTime();

        }

        parameters.put("start", start);

        parameters.put("end", end);



    /**

     * 根据线性表单的条件规则，获取多条线性表单数据

     * @param lineChartCriteria

     * @return

     */

    @Override

    public Map<String, List<List<Double>>> queryLineChartDateByCrieria(LineChartCriteria lineChartCriteria){

        Map<String,List<List<Double>>> listMap = new HashMap<>();

        List<String> sensorKeys = lineChartCriteria.getSensorKeys();

        List<DataCondition> dataConditionList = lineChartCriteria.getDataConditions();

        TimePeriod timePeriod = lineChartCriteria.getTimePeriod();

        sensorKeys.forEach(sensorKey -> {

            listMap.put(sensorKey,new ArrayList<List<Double>>(dataConditionList.size()));

        });

        dataConditionList.forEach(dataCondition -> {

            Map<String,List<Double>> dataMap =  queryOneLineChartDateByCrieria(sensorKeys,timePeriod,dataCondition);

            // 数据装载

            listMap.forEach( (sensorKey,list) -> {

                List<Double> rowData = dataMap.get(sensorKey);

                list.add(rowData);

            });

        });

        return  listMap;

    }

        List<String> sensorKeys = new ArrayList<String>();

        List<String> sensors = new ArrayList<String>();

        if (parameters.containsKey("sensors")) {

            try {

                sensors = JSON.parseObject((String) parameters.get("sensors"), new TypeReference<List<String>>() {

                });

                for (String sensor : sensors) {

                    sensorKeys.add(sensor.split("-")[0]);

                }

            } catch (Exception e) {

                sensorKeys = sensors = (List<String>) parameters.remove("sensors");

            }

        } else {

            List<Sensor> sensorList = sensorMapper.getSensorsByCriteria(parameters);

            for (Sensor sensor : sensorList) {

                sensorKeys.add(sensor.getSensorKey());

                String string = sensor.getSensorKey() + "-" + sensor.getName() + "-" + sensor.getUnit();

                if (parameters.containsKey("description")) {

                    string += "-" + sensor.getDescription();

                }

                sensors.add(string);

            }

        }

        parameters.put("sensorKeys", sensorKeys);

        parameters.put("sensors", sensors);

    }



    /**

     * 根据线性表单的条件规则，获取一条线性表单数据,包含 所有检测项目

     * @param sensorKeys

     * @param timePeriod

     * @param dataCondition

     * @return

     */

    public Map<String,List<Double>> queryOneLineChartDateByCrieria(List<String> sensorKeys, TimePeriod timePeriod, DataCondition dataCondition){

        List<String> timeList = ReportTimeFormat.makeTimeList(timePeriod);

        List<Map<String,Object>> lineChartDatas = historyMinutelyMapper.selectLineChartDateByCrieria(sensorKeys,timePeriod,dataCondition);

        Map<String,List<Double>> lineChartDatasWithEmpty = new HashMap<>();

        // lineChartDatasWithEmpty 初始化

        sensorKeys.forEach(sensorKey -> {

            lineChartDatasWithEmpty.put(sensorKey,timeList.stream().map(time -> {

                Double data = null;

                return data;

            }).collect(Collectors.toList()));

        });

        // m 为查询data的index，此处要防止m越界

        int m = 0;

        int dataLength = lineChartDatas.size()-1;

        m = dataLength>-1?0:-1;

        if(m >-1){

            for(int n =0;n<timeList.size();n++){

                 if(m>-1) {

                     String time = timeList.get(n);

                     Map<String,Object> rowData = lineChartDatas.get(m);

                     String keyTime = rowData.get("format_time").toString();

                     if(time.equals(keyTime)){

                         // list to map

                         int finalN = n;

                         sensorKeys.forEach(sensorKey -> {

                              Object value = rowData.get(sensorKey);

                             List<Double> lineChartDatasWithEmptyTemp = lineChartDatasWithEmpty.get(sensorKey);

                             if(finalN < lineChartDatasWithEmptyTemp.size()){

                                 Double sensorValue = value!= null?new Double(value.toString()):null;

                                 lineChartDatasWithEmptyTemp.set(finalN,sensorValue);

                             }

                         });

                         // 置为 -1，防止越界

                         m = m<dataLength ? m+1 : -1;

                     }

                 }

            }

        }

        return  lineChartDatasWithEmpty;

    }

	
    private Map<String, Object> getElementByType(Object type){

        Map<String, Object> resultMap = new HashMap<String, Object>();

        switch (type.toString()) {

        case "year":

            resultMap.put("format", "yyyy");

            resultMap.put("typeFormat", "%Y-%m");

            resultMap.put("timeLength", 12);

            resultMap.put("field", Calendar.YEAR);

            break;

        case "month":

            resultMap.put("format", "yyyy-MM");

            resultMap.put("typeFormat", "%Y-%m-%d");

            resultMap.put("timeLength", 28);

            resultMap.put("field", Calendar.MONTH);

            break;

        case "day":

            resultMap.put("format", "yyyy-MM-dd");

            resultMap.put("typeFormat", "%Y-%m-%d %H");

            resultMap.put("timeLength", 24);

            resultMap.put("field", Calendar.DATE);

            break;

        case "hour":

            resultMap.put("format", "yyyy-MM-dd HH");

            resultMap.put("typeFormat", "%Y-%m-%d %H:%i");

            resultMap.put("timeLength", 60);

            resultMap.put("field", Calendar.HOUR);

            break;

        }

        return resultMap;

    }

    @Override

    public Map<String, Object> getMonthAverageBySensor(Map<String, Object> parameters) {

        //ValidateUtil.notNull(parameters.get("mac"), "param.is.null");

        Object sensorKey = parameters.remove("macKey");

        ValidateUtil.notNull(sensorKey, "param.is.null");

        Map<String, Object> result = new HashMap<String, Object>();

        LocalDate end = LocalDate.now(), start;

        // 每月一日的数据取上月的数据

        if (1 == end.getDayOfMonth()) {

            // 上个月1日00:00:00

            start = end.plusDays(-1).with(TemporalAdjusters.firstDayOfMonth());

        } else {

            // 这个月1日00:00:00

            start = end.with(TemporalAdjusters.firstDayOfMonth());

        }

        parameters.put("start", start);

        parameters.put("end", end);

        parameters.put("sensorKeys", Arrays.asList(sensorKey));



        Map<String, Double> average = historyMinutelyMapper.getSersionAvgByDevice(parameters);

        if (isEmpty(average)) {

            result.put("average", NULL_VALUE);

        } else {

            result.put("average", String.format("%.2f", average.get(sensorKey)));

        }

        return result;

    }



    /**

     * 根据线性表单的条件规则，获取多条线性表单数据

     *

     * @param lineChartCriteria

     * @return

     */

    @Override

    public Map<String, List<List<Double>>> queryLineChartDateByCrieria(LineChartCriteria lineChartCriteria) {

        Map<String, List<List<Double>>> listMap = new HashMap<>();

        List<String> sensorKeys = lineChartCriteria.getSensorKeys();

        List<DataCondition> dataConditionList = lineChartCriteria.getDataConditions();

        TimePeriod timePeriod = lineChartCriteria.getTimePeriod();

        sensorKeys.forEach(sensorKey -> {

            listMap.put(sensorKey, new ArrayList<List<Double>>(dataConditionList.size()));

        });

        dataConditionList.forEach(dataCondition -> {

            Map<String, List<Double>> dataMap = queryOneLineChartDateByCrieria(sensorKeys, timePeriod, dataCondition);

            // 数据装载

            listMap.forEach((sensorKey, list) -> {

                List<Double> rowData = dataMap.get(sensorKey);

                list.add(rowData);

            });

        });

        return listMap;

    }



    /**

     * 根据线性表单的条件规则，获取一条线性表单数据,包含 所有检测项目

     *

     * @param sensorKeys

     * @param timePeriod

     * @param dataCondition

     * @return

     */

    public Map<String, List<Double>> queryOneLineChartDateByCrieria(List<String> sensorKeys, TimePeriod timePeriod, DataCondition dataCondition) {

        List<String> timeList = ReportTimeFormat.makeTimeList(timePeriod);

        List<Map<String, Object>> lineChartDatas = historyMinutelyMapper.selectLineChartDateByCrieria(sensorKeys, timePeriod, dataCondition);

        Map<String, List<Double>> lineChartDatasWithEmpty = new HashMap<>();

        // lineChartDatasWithEmpty 初始化

        sensorKeys.forEach(sensorKey -> {

            lineChartDatasWithEmpty.put(sensorKey, timeList.stream().map(time -> {

                Double data = null;

                return data;

            }).collect(Collectors.toList()));

        });

        // m 为查询data的index，此处要防止m越界

        int m = 0;

        int dataLength = lineChartDatas.size() - 1;

        m = dataLength > -1 ? 0 : -1;

        if (m > -1) {

            for (int n = 0; n < timeList.size(); n++) {

                if (m > -1) {

                    String time = timeList.get(n);

                    Map<String, Object> rowData = lineChartDatas.get(m);

                    String keyTime = rowData.get("format_time").toString();

                    if (time.equals(keyTime)) {

                        // list to map

                        int finalN = n;

                        sensorKeys.forEach(sensorKey -> {

                            Object value = rowData.get(sensorKey);

                            List<Double> lineChartDatasWithEmptyTemp = lineChartDatasWithEmpty.get(sensorKey);

                            if (finalN < lineChartDatasWithEmptyTemp.size()) {

                                Double sensorValue = value != null ? new Double(value.toString()) : null;

                                lineChartDatasWithEmptyTemp.set(finalN, sensorValue);

                            }

                        });

                        // 置为 -1，防止越界

                        m = m < dataLength ? m + 1 : -1;

                    }

                }

            }

        }

        return lineChartDatasWithEmpty;

    }



    private Map<String, Object> getElementByType(Object type) {

        Map<String, Object> resultMap = new HashMap<String, Object>();

        switch (type.toString()) {

            case "year":

                resultMap.put("format", "yyyy");

                resultMap.put("typeFormat", "%Y-%m");

                resultMap.put("timeLength", 12);

                resultMap.put("field", Calendar.YEAR);

                break;

            case "month":

                resultMap.put("format", "yyyy-MM");

                resultMap.put("typeFormat", "%Y-%m-%d");

                resultMap.put("timeLength", 28);

                resultMap.put("field", Calendar.MONTH);

                break;

            case "day":

                resultMap.put("format", "yyyy-MM-dd");

                resultMap.put("typeFormat", "%Y-%m-%d %H");

                resultMap.put("timeLength", 24);

                resultMap.put("field", Calendar.DATE);

                break;

            case "hour":

                resultMap.put("format", "yyyy-MM-dd HH");

                resultMap.put("typeFormat", "%Y-%m-%d %H:%i");

                resultMap.put("timeLength", 60);

                resultMap.put("field", Calendar.HOUR);

                break;

        }

        return resultMap;

    }



    /*

     * @description 查询无人机在时间段内的sensor值

     * @author ZhuDongming

     * @date 2019-07-25 09:21:45

     * @param parameters

     * @return

     */

    @Override

    public List<Map<String, Object>> getSensorData(Map<String, Object> parameters) {

        parameters.put("sensorKeys",Arrays.asList("e1", "e2", "e3", "e4", "e6", "e7", "e9", "e10", "e11", "e15", "e16", "e17", "e27", "e28", "e76", "e77", "e78", "e79", "e80", "e81"));

        return historyMinutelyMapper.getSensorData(parameters);

    }

}