From 4f879df01e855d436c65e1fbdc74f64ce47c901b Mon Sep 17 00:00:00 2001
From: ZhuDongming <773644075@qq.com>
Date: Thu, 30 Apr 2020 16:49:15 +0800
Subject: [PATCH] update小时查询表时判断

---
 src/main/java/com/moral/service/impl/HistoryMinutelyServiceImpl.java | 1343 ++++++++++++++++++++++++++++++++-------------------------
 1 files changed, 751 insertions(+), 592 deletions(-)

diff --git a/src/main/java/com/moral/service/impl/HistoryMinutelyServiceImpl.java b/src/main/java/com/moral/service/impl/HistoryMinutelyServiceImpl.java
index 20f9137..9a24f1b 100644
--- a/src/main/java/com/moral/service/impl/HistoryMinutelyServiceImpl.java
+++ b/src/main/java/com/moral/service/impl/HistoryMinutelyServiceImpl.java
@@ -1,592 +1,751 @@
-package com.moral.service.impl;
-
-import java.math.BigDecimal;
-import java.text.ParseException;
-import java.time.LocalDate;
-import java.time.LocalDateTime;
-import java.time.format.DateTimeFormatter;
-import java.time.temporal.TemporalAdjusters;
-import java.util.ArrayList;
-import java.util.Arrays;
-import java.util.Calendar;
-import java.util.Collections;
-import java.util.Comparator;
-import java.util.Date;
-import java.util.HashMap;
-import java.util.HashSet;
-import java.util.LinkedHashMap;
-import java.util.List;
-import java.util.Map;
-import java.util.Map.Entry;
-import java.util.Set;
-import java.util.TreeSet;
-import java.util.concurrent.Callable;
-import java.util.concurrent.CompletionService;
-import java.util.concurrent.ExecutorCompletionService;
-import java.util.concurrent.ExecutorService;
-import java.util.concurrent.Executors;
-import java.util.stream.Collectors;
-
-import org.apache.commons.collections.CollectionUtils;
-import org.apache.commons.lang3.time.DateUtils;
-import org.springframework.stereotype.Service;
-import org.springframework.util.ObjectUtils;
-
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.TypeReference;
-import com.moral.common.util.CalculateUtils;
-import com.moral.common.util.ParameterUtils;
-import com.moral.common.util.ReportTimeFormat;
-import com.moral.common.util.ResourceUtil;
-import com.moral.common.util.ValidateUtil;
-import com.moral.entity.Sensor;
-import com.moral.entity.charts.DataCondition;
-import com.moral.entity.charts.LineChartCriteria;
-import com.moral.entity.charts.TimePeriod;
-import com.moral.mapper.AlarmDailyMapper;
-import com.moral.mapper.DeviceMapper;
-import com.moral.mapper.HistoryMapper;
-import com.moral.mapper.HistoryMinutelyMapper;
-import com.moral.mapper.SensorMapper;
-import com.moral.service.HistoryMinutelyService;
-import javax.annotation.Resource;
-
-import static com.moral.common.bean.Constants.NULL_VALUE;
-import static org.springframework.util.ObjectUtils.isEmpty;
-
-@Service
-@SuppressWarnings({"unchecked", "unused", "rawtypes"})
-public class HistoryMinutelyServiceImpl implements HistoryMinutelyService {
-
-    @Resource
-    private HistoryMinutelyMapper historyMinutelyMapper;
-
-    @Resource
-    private HistoryMapper historyMapper;
-
-    @Resource
-    private DeviceMapper deviceMapper;
-
-    @Resource
-    private SensorMapper sensorMapper;
-
-    @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();
-        // ������00:00:00
-        parameters.put("start", localDate.minusDays(1));
-
-        // ������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> getHourAQIByDevice(Map<String, Object> parameters) {
-        //ValidateUtil.notNull(parameters.get("mac"), "param.is.null");
-        LocalDate localDate = LocalDate.now();
-        System.out.println("localDate:" + localDate);
-        // ������00:00:00
-        //parameters.put("start", localDate.minusDays(1));
-
-        Calendar calendar = Calendar.getInstance();
-        calendar.setTime(new Date());
-        calendar.set(Calendar.HOUR, calendar.get(Calendar.HOUR) - 1);
-        System.out.println("++++++" + calendar);
-        int hour = calendar.get(Calendar.HOUR) - 1;
-        System.out.println("������������������" + hour);
-
-        // ������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);
-    }
-
-    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;
-    }
-
-
-    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);
-                }
-            }
-        }
-
-        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);
-    }
-
-    @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);
-
-        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);
-    }
-
-    @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;
-        // ���������������������������������������
-        if (1 == end.getDayOfMonth()) {
-            // ���������1���00:00:00
-            start = end.plusDays(-1).with(TemporalAdjusters.firstDayOfMonth());
-        } else {
-            // ���������1���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;
-    }
-
-    /**
-     * ������������������������������������������������������������������
-     *
-     * @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);
-            // ������������
-            listMap.forEach((sensorKey, list) -> {
-                List<Double> rowData = dataMap.get(sensorKey);
-                list.add(rowData);
-            });
-        });
-        return listMap;
-    }
-
-    /**
-     * ������������������������������������������������������������������,������ ������������������
-     *
-     * @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 ���������
-        sensorKeys.forEach(sensorKey -> {
-            lineChartDatasWithEmpty.put(sensorKey, timeList.stream().map(time -> {
-                Double data = null;
-                return data;
-            }).collect(Collectors.toList()));
-        });
-        // m ���������data���index������������������m������
-        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);
-                            }
-                        });
-                        // ������ -1���������������
-                        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 ���������������������������������sensor���
-     * @author ZhuDongming
-     * @date 2019-07-25 09:21:45
-     * @param parameters
-     * @return
-     */
-    @Override
-    public List<List<Map<String, Object>>> getSensorData(Map<String, Object> parameters) {
-        String startTime = parameters.get("startTime").toString();
-        DateTimeFormatter dateTimeFormatter = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss");
-        LocalDateTime startTimeLocalDateTime = LocalDateTime.parse(startTime, dateTimeFormatter);
-        LocalDate today = LocalDate.now();
-        LocalDate startTimeLocalDate=startTimeLocalDateTime.toLocalDate();
-        Boolean flag=today.isEqual(startTimeLocalDate);
-        List<Sensor> sensors = sensorMapper.getSensorsByMac(parameters);
-        List<String> sensorKeys = new ArrayList<>();
-        for (Sensor sensor : sensors) {
-            sensorKeys.add(sensor.getSensorKey());
-        }
-        parameters.put("sensorKeys", sensorKeys);
-        List<Map<String, Object>> listMap = null;
-        if (flag) {
-            listMap = historyMapper.getSensorDataToday(parameters);
-        } else {
-            listMap = historyMinutelyMapper.getSensorData(parameters);
-        }
-        List<List<Map<String, Object>>> listMaps = new ArrayList<>();
-        List<Map<String, Object>> listMapAvg = new ArrayList<>();
-        List<Map<String, Object>> listMapMin = new ArrayList<>();
-        List<Map<String, Object>> listMapMax = new ArrayList<>();
-        if (CollectionUtils.isNotEmpty(listMap)) {
-            for (Map<String, Object> map : listMap) {
-                Map<String, Object> mapAvg = new LinkedHashMap<>();
-                Map<String, Object> mapMin = new LinkedHashMap<>();
-                Map<String, Object> mapMax = new LinkedHashMap<>();
-                mapAvg.put("time", map.get("time"));
-                mapMin.put("time", map.get("time"));
-                mapMax.put("time", map.get("time"));
-                for (Entry<String,Object> entry : map.entrySet()) {
-                    for (Sensor sensor : sensors) {
-                        if (sensor.getSensorKey().equals(entry.getKey())) {
-                            mapAvg.put(entry.getKey(), new BigDecimal(entry.getValue().toString()).stripTrailingZeros().toPlainString() + sensor.getUnit());
-                        } else if (("min" + sensor.getSensorKey()).equals(entry.getKey())) {
-                            mapMin.put(entry.getKey().substring(3), new BigDecimal(entry.getValue().toString().replace("\"", "")).stripTrailingZeros().toPlainString());
-                        } else if (("max" + sensor.getSensorKey()).equals(entry.getKey())) {
-                            mapMax.put(entry.getKey().substring(3), new BigDecimal(entry.getValue().toString().replace("\"", "")).stripTrailingZeros().toPlainString());
-                        }
-                    }
-                }
-                listMapAvg.add(mapAvg);
-                listMapMin.add(mapMin);
-                listMapMax.add(mapMax);
-            }
-            listMaps.add(listMapAvg);
-            listMaps.add(listMapMin);
-            listMaps.add(listMapMax);
-        }
-        return listMaps;
-    }
-
-}
+package com.moral.service.impl;
+
+import java.math.BigDecimal;
+import java.text.ParseException;
+import java.time.Instant;
+import java.time.LocalDate;
+import java.time.LocalDateTime;
+import java.time.ZoneId;
+import java.time.ZonedDateTime;
+import java.time.format.DateTimeFormatter;
+import java.time.temporal.TemporalAdjusters;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Calendar;
+import java.util.Collections;
+import java.util.Comparator;
+import java.util.Date;
+import java.util.HashMap;
+import java.util.HashSet;
+import java.util.LinkedHashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.Map.Entry;
+import java.util.Set;
+import java.util.TreeSet;
+import java.util.concurrent.Callable;
+import java.util.concurrent.CompletionService;
+import java.util.concurrent.ExecutorCompletionService;
+import java.util.concurrent.ExecutorService;
+import java.util.concurrent.Executors;
+import java.util.stream.Collectors;
+
+import javax.annotation.Resource;
+
+import org.apache.commons.collections.CollectionUtils;
+import org.apache.commons.lang3.time.DateUtils;
+import org.springframework.stereotype.Service;
+import org.springframework.util.ObjectUtils;
+
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.TypeReference;
+import com.moral.common.util.CalculateUtils;
+import com.moral.common.util.ParameterUtils;
+import com.moral.common.util.ReportTimeFormat;
+import com.moral.common.util.ResourceUtil;
+import com.moral.common.util.ValidateUtil;
+import com.moral.entity.Sensor;
+import com.moral.entity.charts.DataCondition;
+import com.moral.entity.charts.LineChartCriteria;
+import com.moral.entity.charts.TimePeriod;
+import com.moral.mapper.AlarmDailyMapper;
+import com.moral.mapper.DeviceMapper;
+import com.moral.mapper.HistoryMapper;
+import com.moral.mapper.HistoryMinutelyMapper;
+import com.moral.mapper.SensorMapper;
+import com.moral.service.HistoryMinutelyService;
+
+import static com.moral.common.bean.Constants.NULL_VALUE;
+import static org.springframework.util.ObjectUtils.isEmpty;
+
+@Service
+@SuppressWarnings({"unchecked", "unused", "rawtypes"})
+public class HistoryMinutelyServiceImpl implements HistoryMinutelyService {
+
+    @Resource
+    private HistoryMinutelyMapper historyMinutelyMapper;
+
+    @Resource
+    private HistoryMapper historyMapper;
+
+    @Resource
+    private DeviceMapper deviceMapper;
+
+    @Resource
+    private SensorMapper sensorMapper;
+
+    @Resource
+    private AlarmDailyMapper alarmDailyMapper;
+
+    @Override
+    public Map<String, Object> getDayAQIByDevice(Map<String, Object> parameters) {
+        //ValidateUtil.notNull(parameters.get("mac"), "param.is.null");
+        LocalDate time = LocalDate.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;
+        // ������00:00:00
+        parameters.put("start", time.minusDays(1));
+
+        // ������00:00:00
+        parameters.put("end", time);
+        parameters.put("yearAndMonth", yearAndMonth);
+        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> getHourAQIByDevice(Map<String, Object> parameters) {
+        //ValidateUtil.notNull(parameters.get("mac"), "param.is.null");
+        LocalDate localDate = LocalDate.now();
+        // ������00:00:00
+        //parameters.put("start", localDate.minusDays(1));
+
+        Calendar calendar = Calendar.getInstance();
+        calendar.setTime(new Date());
+        calendar.set(Calendar.HOUR, calendar.get(Calendar.HOUR) - 1);
+        int hour = calendar.get(Calendar.HOUR) - 1;
+
+        // ������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);
+    }
+
+    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;
+    }
+
+
+    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);
+                }
+            }
+        }
+
+        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);
+    }
+
+    @Override
+    public List<Map<String, Object>> getAreaAvgDataByAreaCode(Map<String, Object> parameters) throws Exception {
+        convertQueryParam(parameters);
+        if (!ObjectUtils.isEmpty(parameters.get("compensate"))) {
+            parameters.put("timeUnits", "10min");
+        }
+        return historyMinutelyMapper.getAreaAvgDataByAreaCode(parameters);
+
+    }
+
+    @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);
+            if (parameters.containsKey("timeUnits")) {
+                if ("minutely".equals(parameters.get("timeUnits"))) {
+                    if (parameters.containsKey("time")) {
+                        String[] timeStr = parameters.get("time").toString().split("-");
+                        int year = Integer.valueOf(timeStr[0]);
+                        int month = Integer.valueOf(timeStr[1]);
+                        String yearAndMonth;
+                        if (month < 10) {
+                            yearAndMonth = "minutely_" + year + "0" + month;
+                        } else {
+                            yearAndMonth = "minutely_" + year + month;
+                        }
+                        if (year >= 2020) {
+                            parameters.put("timeUnits", yearAndMonth);
+                        }
+                    }
+                }
+            }
+        }
+        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);
+
+        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);
+    }
+
+    @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;
+        // ���������������������������������������
+        if (1 == end.getDayOfMonth()) {
+            // ���������1���00:00:00
+            start = end.plusDays(-1).with(TemporalAdjusters.firstDayOfMonth());
+        } else {
+            // ���������1���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;
+    }
+
+    @Override
+    public Map<String, Object> getAverageBySensor(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;
+        // ���������������������������������������
+        if (1 == end.getDayOfMonth()) {
+            // ���������1���00:00:00
+            start = end.plusDays(-1).with(TemporalAdjusters.firstDayOfMonth());
+        } else {
+            // ���������1���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.getAvgByDevice(parameters);
+        if (isEmpty(average)) {
+            result.put("average", NULL_VALUE);
+        } else {
+            result.put("average", String.format("%.2f", average.get(sensorKey)));
+        }
+        return result;
+    }
+
+    /**
+     * ������������������������������������������������������������������
+     *
+     * @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);
+            // ������������
+            listMap.forEach((sensorKey, list) -> {
+                List<Double> rowData = dataMap.get(sensorKey);
+                list.add(rowData);
+            });
+        });
+        return listMap;
+    }
+
+    /**
+     * ������������������������������������������������������������������,������ ������������������
+     *
+     * @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);
+        Instant instant = timePeriod.getStartTime().toInstant();
+        ZonedDateTime zdt = instant.atZone(ZoneId.systemDefault());
+        LocalDate localDate = zdt.toLocalDate();
+        int year = localDate.getYear();
+        int month = localDate.getMonthValue();
+        String timeUnits;
+        if (year < 2020) {
+            timeUnits = "minutely";
+        } else {
+            if (month < 10) {
+                timeUnits = "minutely_" + year + "0" + month;
+            } else {
+                timeUnits = "minutely_" + year + month;
+            }
+        }
+        List<Map<String, Object>> lineChartDatas = historyMinutelyMapper.selectLineChartDateByCrieria(sensorKeys, timePeriod, timeUnits, dataCondition);
+        Map<String, List<Double>> lineChartDatasWithEmpty = new HashMap<>();
+        // lineChartDatasWithEmpty ���������
+        sensorKeys.forEach(sensorKey -> {
+            lineChartDatasWithEmpty.put(sensorKey, timeList.stream().map(time -> {
+                Double data = null;
+                return data;
+            }).collect(Collectors.toList()));
+        });
+        // m ���������data���index������������������m������
+        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);
+                            }
+                        });
+                        // ������ -1���������������
+                        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 ���������������������������������sensor���
+     * @author ZhuDongming
+     * @date 2019-07-25 09:21:45
+     * @param parameters
+     * @return
+     */
+    @Override
+    public List<List<Map<String, Object>>> getSensorData(Map<String, Object> parameters) {
+        String startTime = parameters.get("startTime").toString();
+        DateTimeFormatter dateTimeFormatter = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss");
+        LocalDateTime startTimeLocalDateTime = LocalDateTime.parse(startTime, dateTimeFormatter);
+        int year = startTimeLocalDateTime.getYear();
+        int month = startTimeLocalDateTime.getMonthValue();
+        String monthStr = month < 10 ? ("0" + month) : month + "";
+        String yearAndMonth = year + monthStr;
+        List<Sensor> sensors = sensorMapper.getSensorsByMac(parameters);
+        List<String> sensorKeys = new ArrayList<>();
+        for (Sensor sensor : sensors) {
+            sensorKeys.add(sensor.getSensorKey());
+        }
+        parameters.put("sensorKeys", sensorKeys);
+        List<Map<String, Object>> listMap = null;
+        if (year <= 2019) {
+            listMap = historyMinutelyMapper.getSensorData(parameters);
+        } else {
+            parameters.put("yearAndMonth", yearAndMonth);
+            listMap = historyMinutelyMapper.getSensorData2020(parameters);
+        }
+        List<List<Map<String, Object>>> listMaps = new ArrayList<>();
+        List<Map<String, Object>> listMapAvg = new ArrayList<>();
+        List<Map<String, Object>> listMapMin = new ArrayList<>();
+        List<Map<String, Object>> listMapMax = new ArrayList<>();
+        if (CollectionUtils.isNotEmpty(listMap)) {
+            for (Map<String, Object> map : listMap) {
+                Map<String, Object> mapAvg = new LinkedHashMap<>();
+                Map<String, Object> mapMin = new LinkedHashMap<>();
+                Map<String, Object> mapMax = new LinkedHashMap<>();
+                mapAvg.put("time", map.get("time"));
+                mapMin.put("time", map.get("time"));
+                mapMax.put("time", map.get("time"));
+                for (Entry<String, Object> entry : map.entrySet()) {
+                    for (Sensor sensor : sensors) {
+                        if (sensor.getSensorKey().equals(entry.getKey())) {
+                            mapAvg.put(entry.getKey(), new BigDecimal(entry.getValue().toString()).stripTrailingZeros().toPlainString() + sensor.getUnit());
+                        } else if (("min" + sensor.getSensorKey()).equals(entry.getKey())) {
+                            mapMin.put(entry.getKey().substring(3), new BigDecimal(entry.getValue().toString().replace("\"", "")).stripTrailingZeros().toPlainString());
+                        } else if (("max" + sensor.getSensorKey()).equals(entry.getKey())) {
+                            mapMax.put(entry.getKey().substring(3), new BigDecimal(entry.getValue().toString().replace("\"", "")).stripTrailingZeros().toPlainString());
+                        }
+                    }
+                }
+                if ("0��".equals(mapAvg.get("e76")) || "0".equals(mapMin.get("e76")) || "0".equals(mapMax.get("e76")) || "0��".equals(mapAvg.get("e77")) || "0".equals(mapMin.get("e77")) || "0".equals(mapMax.get("e77"))) {
+                    continue;
+                }
+                listMapAvg.add(mapAvg);
+                listMapMin.add(mapMin);
+                listMapMax.add(mapMax);
+            }
+            listMaps.add(listMapAvg);
+            listMaps.add(listMapMin);
+            listMaps.add(listMapMax);
+        }
+        return listMaps;
+    }
+
+    @Override
+    public List<Map<String, Object>> getDevicesAvgDataToExcel(Map<String, Object> parameters) throws Exception {
+        if ("month".equals(parameters.get("type"))) {
+            parameters.put("timeUnits", "daily");
+            parameters.put("typeFormat", "%Y-%m-%d");
+            String time = parameters.get("time") + "-01T00:00:00";
+            LocalDateTime value = LocalDateTime.parse(time);
+            LocalDateTime start = value.with(TemporalAdjusters.firstDayOfMonth());
+            LocalDateTime end = value.with(TemporalAdjusters.lastDayOfMonth());
+            parameters.put("start", start);
+            parameters.put("end", end);
+            int day = end.getDayOfMonth();
+            List<String> timeList = new ArrayList<>();
+            for (int i = 0; i <= day - 1; i++) {
+                timeList.add(start.plusDays(i).format(DateTimeFormatter.ofPattern("yyyy-MM-dd")));
+            }
+            parameters.put("timeList", timeList);
+        } else if ("day".equals(parameters.get("type"))) {
+            String time = parameters.get("time") + "T00:00:00";
+            LocalDateTime value = LocalDateTime.parse(time);
+            LocalDateTime end = value.plusHours(23);
+            parameters.put("timeUnits", "hourly");
+            parameters.put("typeFormat", "%Y-%m-%d %H:%i");
+            parameters.put("start", time);
+            parameters.put("end", end);
+            List<String> timeList = new ArrayList<>();
+            for (int i = 0; i <= 23; i++) {
+                timeList.add(value.plusHours(i).format(DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm")));
+            }
+            parameters.put("timeList", timeList);
+        }
+        return historyMinutelyMapper.getDevicesAvgDataToExcel(parameters);
+    }
+
+    @Override
+    public List<Map<String, Object>> getDevicesSensorsAvgDataToExcel(Map<String, Object> parameters) throws Exception {
+        if ("month".equals(parameters.get("type"))) {
+            parameters.put("timeUnits", "daily");
+            parameters.put("typeFormat", "%Y-%m-%d");
+            String time = parameters.get("time") + "-01T00:00:00";
+            LocalDateTime value = LocalDateTime.parse(time);
+            LocalDateTime start = value.with(TemporalAdjusters.firstDayOfMonth());
+            LocalDateTime end = value.with(TemporalAdjusters.lastDayOfMonth());
+            parameters.put("start", start);
+            parameters.put("end", end);
+            int day = end.getDayOfMonth();
+            List<String> timeList = new ArrayList<>();
+            for (int i = 0; i <= day - 1; i++) {
+                timeList.add(start.plusDays(i).format(DateTimeFormatter.ofPattern("yyyy-MM-dd")));
+            }
+            parameters.put("timeList", timeList);
+        } else if ("day".equals(parameters.get("type"))) {
+            String time = parameters.get("time") + "T00:00:00";
+            LocalDateTime value = LocalDateTime.parse(time);
+            LocalDateTime end = value.plusHours(23);
+            parameters.put("timeUnits", "hourly");
+            parameters.put("typeFormat", "%Y-%m-%d %H:%i");
+            parameters.put("start", time);
+            parameters.put("end", end);
+            List<String> timeList = new ArrayList<>();
+            for (int i = 0; i <= 23; i++) {
+                timeList.add(value.plusHours(i).format(DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm")));
+            }
+            parameters.put("timeList", timeList);
+        }
+        return historyMinutelyMapper.getDevicesSensorsAvgDataToExcel(parameters);
+    }
+
+}

--
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