From 8e33ede9353a886e46c113a7556fea63eb402672 Mon Sep 17 00:00:00 2001
From: xufenglei <xufenglei>
Date: Fri, 23 Mar 2018 15:08:55 +0800
Subject: [PATCH] 报表 优化

---
 src/main/java/com/moral/service/impl/HistoryMinutelyServiceImpl.java |  484 ++++++++++++++++++++++++++++++-----------------------
 1 files changed, 276 insertions(+), 208 deletions(-)

diff --git a/src/main/java/com/moral/service/impl/HistoryMinutelyServiceImpl.java b/src/main/java/com/moral/service/impl/HistoryMinutelyServiceImpl.java
index 8ede45f..f29602a 100644
--- a/src/main/java/com/moral/service/impl/HistoryMinutelyServiceImpl.java
+++ b/src/main/java/com/moral/service/impl/HistoryMinutelyServiceImpl.java
@@ -1,11 +1,14 @@
 package com.moral.service.impl;
 
-import static org.apache.commons.lang3.time.DateUtils.addDays;
-import static org.apache.commons.lang3.time.DateUtils.truncate;
+import static com.moral.common.bean.Constants.NULL_VALUE;
 import static org.springframework.util.ObjectUtils.isEmpty;
 
+import java.math.BigDecimal;
+import java.math.RoundingMode;
+import java.time.LocalDate;
+import java.time.temporal.TemporalAdjusters;
 import java.util.ArrayList;
-import java.util.Calendar;
+import java.util.Arrays;
 import java.util.Collections;
 import java.util.Comparator;
 import java.util.Date;
@@ -17,6 +20,7 @@
 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;
@@ -25,20 +29,29 @@
 
 import javax.annotation.Resource;
 
+import com.moral.common.util.ReportTimeFormat;
+import com.moral.entity.charts.DataCondition;
+import com.moral.entity.charts.LineChartCriteria;
+import com.moral.entity.charts.PairData;
+import com.moral.entity.charts.TimePeriod;
 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.ResourceUtil;
 import com.moral.common.util.ValidateUtil;
 import com.moral.entity.Device;
-import com.moral.mapper.HistoryMinutelyMapper;
+import com.moral.entity.Sensor;
 import com.moral.mapper.DeviceMapper;
+import com.moral.mapper.HistoryMinutelyMapper;
 import com.moral.mapper.SensorMapper;
 import com.moral.service.HistoryMinutelyService;
 
 @Service
+@SuppressWarnings({ "unchecked", "rawtypes", "unused" })
 public class HistoryMinutelyServiceImpl implements HistoryMinutelyService {
 
 	@Resource
@@ -50,17 +63,27 @@
 	@Resource
 	private SensorMapper sensorMapper;
 
-	private Set<String> sensorKeys = new HashSet<String>();
+	// volatile
 
 	@Override
 	public Map<String, Object> getDayAQIByDevice(Map<String, Object> parameters) {
 		ValidateUtil.notNull(parameters.get("mac"), "param.is.null");
-		Date date = new Date();
+		LocalDate localDate = LocalDate.now();
 		// ������00:00:00
-		parameters.put("start", truncate(addDays(date, -1), Calendar.DATE));
+		parameters.put("start", localDate.minusDays(1));
+		
 		// ������00:00:00
-		parameters.put("end", truncate(date, Calendar.DATE));
-		Map<String, Double> average = historyMinutelyMapper.getDayAQIByDevice(parameters);
+		parameters.put("end", localDate);
+		String[] macKeys = { "e1", "e2", "e10", "e11", "e15", "e16" };
+		String sensorKeyColumn = "";
+		for (int i = 0; i < macKeys.length; i++) {
+			sensorKeyColumn += "AVG(json -> '$." + macKeys[i] + "[0]') " + macKeys[i];
+			if (i != macKeys.length -1) {
+				sensorKeyColumn += " ,";
+			} 
+		}
+		parameters.put("sensorKeyColumn", sensorKeyColumn);
+		Map<String, Double> average = historyMinutelyMapper.getSersionAvgByDevice(parameters);
 		return getAQIByDataMap(average);
 	}
 
@@ -116,207 +139,132 @@
 		return resultMap;
 	}
 
-	public Map<String, List<Object>> getMonitorPointOrDeviceAvgData(Map<String, Object> parameters) throws Exception {
-		Map<String, List<Object>> resultMap = new HashMap<String, List<Object>>();
-		if (ObjectUtils.isEmpty(parameters)) {
-			resultMap.put("c", null);
-			return resultMap;
-		}
-		List<Map<String, Object>> resultList = getMonitorPointOrDeviceAvgData4Excel(parameters);
-//		String type = (String) parameters.get("type");
-//		String time = (String) parameters.get("time");
-//		String format = (String) parameters.get("format");
-//		Date start = DateUtils.parseDate(time, format), end = null ;
-//		if (parameters.containsKey("timeb")) {
-//			end = DateUtils.parseDate((String)parameters.get("timeb"), format);
-//		} else {
-//			switch (type) {
-//			case "year":
-//				end = DateUtils.addYears(start, 1);
-//				break;
-//			case "month":
-//				end = DateUtils.addMonths(start, 1);
-//				break;
-//			case "day":
-//				end = DateUtils.addDays(start, 1);
-//				break;
-//			case "hour":
-//				end = DateUtils.addHours(start, 1);
-//				break;
-//			}
-//			
-//		}
-//		parameters.put("start", start);
-//		parameters.put("end", end);
-//
-//		String sensorKey = (String) parameters.get("sensorKey");
-//		String sensorKeyColumn = "AVG(json -> '$." + sensorKey + "[0]') " + sensorKey;
-//		parameters.put("sensorKeyColumn", sensorKeyColumn);
-//		List<Object> timeList = new ArrayList<Object>();
-//		List<Object> dataList = new ArrayList<Object>();
-//
-//		if (!parameters.containsKey("mac")) {
-//			Integer monitorPointId = Integer.valueOf((String) parameters.get("monitorPoint"));
-//			List<Map<String, Object>> deviceVersions = deviceMapper.getDeviceVersionIdByMonitorPoint(monitorPointId);
-//			ExecutorService threadPool = Executors.newCachedThreadPool();
-//			CompletionService<List<Map<String, Object>>> cs = new ExecutorCompletionService<List<Map<String, Object>>>(threadPool);
-//			//List<Future<Long>> list = new ArrayList<Future<Long>>();
-//			List<Map<String, Object>> list = new ArrayList<Map<String,Object>>();
-//			for (Map<String, Object> map : deviceVersions) {
-//				cs.submit(new Callable<List<Map<String, Object>>>() {
-//					@Override
-//					public List<Map<String, Object>> call() throws Exception {
-//						Integer deviceVersionId = (Integer) map.get("deviceVersionId");
-//						List<String> macs = deviceMapper.getDeviceMacByMonitorPointAndDeviceVersion(monitorPointId, deviceVersionId);
-//						parameters.put("macs", macs);
-//						return historyMinutelyMapper.getMonitorPointOrDeviceAvgData(parameters);
-//					}
-//				});
-//			}
-//			//Future<List<Map<String, Object>>> take = cs.take();
-//			for (Map<String, Object> map : deviceVersions) {
-//				list.addAll(cs.take().get());
-//			}
-//			Map<String, Map<String, Number>> result = new LinkedHashMap<String, Map<String, Number>>();
-//			for (Map<String, Object> map : list) {
-//				time = (String) map.get("time");
-//				if (map.containsKey(sensorKey)) {
-//					Double data = (Double) map.get(sensorKey);
-//					Map<String, Number> number;
-//					Double sum;
-//					Integer count;
-//					if (result.containsKey(time)) {
-//						number = result.get(time);
-//						count = 1 + (Integer) number.get("count");
-//						sum = data + (Double) number.get("sum");
-//					} else {
-//						number = new HashMap<String, Number>();
-//						count = 1;
-//						sum = data;
-//					}
-//					number.put("count", count);
-//					number.put("sum", sum);
-//					number.put("avg", sum / count);
-//					result.put(time, number);
-//				}
-//			}
-//			Iterator<Entry<String, Map<String, Number>>> iterator= result.entrySet().iterator();
-//			while(iterator.hasNext()){  
-//				Entry<String, Map<String, Number>> entry = iterator.next();
-//				String key = entry.getKey();
-//				timeList.add(key.substring(key.length() - 2));
-//				dataList.add(entry.getValue().get("avg"));
-//			}
-//			
-//		} else {
-//			List<Map<String, Object>> demo1 = historyMinutelyMapper.getMonitorPointOrDeviceAvgData(parameters);
-//			for (Map<String, Object> map : demo1) {
-//				time = map.get("time").toString();
-//				time =time.substring(time.length() - 2);
-//				timeList.add(time);
-//				dataList.add(map.get(sensorKey));
-//			}
-//		}
-		
-		List<Object> timeList = new ArrayList<Object>();
-		List<Object> dataList = new ArrayList<Object>();
-		String sensorKey = (String) parameters.get("sensorKey");
-		for (Map<String, Object> map : resultList) {
-			String time = map.get("time").toString();
-			time =time.substring(time.length() - 2);
-			timeList.add(time);
-			dataList.add(map.get(sensorKey));
-		}
-		String part = (String) parameters.get("part");
-		resultMap.put("time" + part, timeList);
-		resultMap.put("data" + part, dataList);
-		return resultMap;
-	}
-	
 	@Override
 	public Map<String, List<Object>> getCompareReport(Map<String, Object> parameters) throws Exception {
 		Map<String, List<Object>> resultMap = new HashMap<String, List<Object>>();
-		Map<String, Object> parametersA = new HashMap<String, Object>();
-		Map<String, Object> parametersB = new HashMap<String, Object>();
-		if (parameters.containsKey("time") && parameters.containsKey("monitorPoint")) {
-			parametersA.put("part", "A");
-			parametersA.putAll(parameters);
-			parametersA.remove("timeb");
-		}
-		if (parameters.containsKey("timeb") && parameters.containsKey("monitorPointb")) {
-			parametersB.putAll(parameters);
-			parametersB.put("part", "B");
-			parametersB.put("time", parametersB.get("timeb"));
-			parametersB.put("monitorPoint", parametersB.get("monitorPointb"));
-			if (parameters.containsKey("macb")) {
-				parametersB.put("mac", parametersB.get("macb"));
-			}
-			parametersB.remove("timeb");
-		}
-		List<Map<String, Object>> list = new ArrayList<Map<String,Object>>();
-		list.add(parametersA);
-		list.add(parametersB);
+		List<Map<String, Object>> list = JSON.parseObject((String)parameters.get("items"), new TypeReference<List<Map<String, Object>>>() {});
+		parameters.remove("items");
+		Map<String, Object> timeType = JSON.parseObject((String)parameters.get("timeTypes"), new TypeReference<Map<String, Object>>() {});
+		parameters.remove("timeTypes");
+		parameters.putAll(timeType);
+		parameters.put("type", parameters.get("value"));
+		parameters.remove("value");
+		
 		ExecutorService threadPool = Executors.newCachedThreadPool();
 		CompletionService<Map<String, List<Object>>> cs = new ExecutorCompletionService<Map<String, List<Object>>>(threadPool);
-		for (Map<String, Object> map : list) {
+
+		String type = (String) parameters.get("type");
+		if ("month".equals(type)) {
+			for (Map<String, Object> map : list) {
+				int timeLength = Integer.valueOf(parameters.get("timeLength").toString());
+				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) {
+					parameters.put("timeLength", lengthOfMonth);
+				}
+			}
+		}
+		
+		List<Object> timeList = new ArrayList<Object>();
+		for (int i = 0; i <Integer.valueOf(parameters.get("timeLength").toString()); i++) {
+			timeList.add(i, String.format("%02d", "day".equals(type) || "hour".equals(type) ? i : i + 1));
+		}
+		parameters.put("timeList", timeList);
+		
+		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.get("formatTime"));
+			map.remove("formatTime");
+			map.putAll(parameters);
 			cs.submit(new Callable<Map<String, List<Object>>>() {
 				@Override
 				public Map<String, List<Object>> call() throws Exception {
-					return getMonitorPointOrDeviceAvgData(map);
+					return getMonitorPointOrDeviceAvgData4Compare(map);
 				}
 			});
-			
 		}
+		
+		List<Object> dataList = new ArrayList<Object>();
 		for (Map<String, Object> map : list) {
-			resultMap.putAll(cs.take().get());
+			dataList.add(cs.take().get());
 		}
-		if (resultMap.containsKey("timeA") && resultMap.containsKey("timeB")) {
-			List<Object> timeA = resultMap.get("timeA");
-			List<Object> timeB = resultMap.get("timeB");
-			List<Object> time = new ArrayList<Object>(timeA);
-			List<Object> time1 = new ArrayList<Object>(timeB);
-			List<Object> dataA = resultMap.get("dataA");
-			List<Object> dataB = resultMap.get("dataB");
-			List<Object> resultA = new ArrayList<Object>();
-			List<Object> resultB = new ArrayList<Object>();
-			time1.removeAll(time);
-			time.addAll(time1);
-			time.sort(new Comparator<Object>() {
-				@Override
-				public int compare(Object o1, Object o2) {
-					return Integer.compare(Integer.valueOf(o1.toString()), Integer.valueOf(o2.toString()));
+		Map[] maps = new HashMap[list.size()];
+		Set<String> sensors = new TreeSet<String>(new Comparator<String>() {
+			@Override
+			public int compare(String o1, String o2) {
+				return Integer.compare(Integer.valueOf(o1.split("-")[0].replace("e", "")), Integer.valueOf(o2.split("-")[0].replace("e", "")));
+			}
+		});
+		for (Object object : dataList) {
+			Map<String, Object> map = (Map<String, Object>)object;
+			for (String key : map.keySet()) {
+				if (key.startsWith("data")) {
+					int index = Integer.valueOf(key.replace("data", ""));
+					maps[index] = map;
 				}
-			});
-			for (int i = 0; i < time.size(); i++) {
-				Object object = time.get(i);
-				int indexA = timeA.indexOf(object);
-				if (indexA > -1) {
-					resultA.add(i, dataA.get(indexA));
-				}else {
-					resultA.add("-");
-				}
-				int indexB = timeB.indexOf(object);
-				if (indexB > -1) {
-					resultB.add(i, dataB.get(indexB));
-				}else {
-					resultB.add("-");
+				if (key.startsWith("sensors")) {
+					sensors.addAll((List<String>) map.get(key));
 				}
 			}
-			resultMap.put("dataA", resultA);
-			resultMap.put("dataB", resultB);
-			resultMap.put("time", time);
-		} else if (resultMap.containsKey("timeA")) {
-			resultMap.put("time", resultMap.get("timeA"));
-		} else {
-			resultMap.put("time", resultMap.get("timeB"));
 		}
+		resultMap.put("times", timeList);
+		resultMap.put("datas", Arrays.asList(maps));
+		resultMap.put("sensors", new ArrayList<Object>(sensors));
 		return resultMap;
 	}
 
 	
+	public Map<String, List<Object>> getMonitorPointOrDeviceAvgData4Compare(Map<String, Object> parameters) throws Exception {
+		Map<String, List<Object>> resultMap = new HashMap<String, List<Object>>();
+
+		List<Map<String, Object>> resultList = getMonitorPointOrDeviceAvgData(parameters);
+		
+		List<Object> timeList = (List<Object>) parameters.get("timeList");
+
+		List<Object> dataList = new ArrayList<Object>();
+		Set<String> sensors = new TreeSet<String>(new Comparator<String>() {
+			@Override
+			public int compare(String o1, String o2) {
+				return Integer.compare(Integer.valueOf(o1.split("-")[0].replace("e", "")), Integer.valueOf(o2.split("-")[0].replace("e", "")));
+			}
+		});
+		sensors.addAll((Set<String>)parameters.get("sensors"));
+		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);
+					
+				}
+			}
+		}
+		dataList.add(doubleMap);
+		String part = parameters.get("part").toString();
+		resultMap.put("data" + part, dataList);
+		resultMap.put("sensors" + part, new ArrayList<Object>(sensors));
+		return resultMap;
+	}
+	
 	@Override
-	public List<Map<String, Object>> getMonitorPointOrDeviceAvgData4Excel(Map<String, Object> parameters) throws Exception {
-		List<Map<String, Object>> resul ;
+	public List<Map<String, Object>> getMonitorPointOrDeviceAvgData(Map<String, Object> parameters) throws Exception {
+		List<Map<String, Object>> resultList ;
 
 		String type = (String) parameters.get("type");
 		String time = (String) parameters.get("time");
@@ -345,14 +293,31 @@
 		parameters.put("end", end);
 
 		if (parameters.containsKey("sensorKey")) {
-			String sensorKey = (String) parameters.get("sensorKey");
-			String sensorKeyColumn = "AVG(json -> '$." + sensorKey + "[0]') " + sensorKey;
+			List<String> sensors;
+			try {
+				sensors = JSON.parseObject((String)parameters.get("sensors"), new TypeReference<List<String>>() {});
+				parameters.put("sensors", new HashSet<String>(sensors));
+			} catch (Exception e) {
+				sensors = new ArrayList<String>();
+				sensors.add((String)parameters.get("sensorKey"));
+			}
+			String sensorKeyColumn = "";
+			for (int i = 0; i < sensors.size(); i++) {
+				String sensorKey = sensors.get(i).split("-")[0];
+				sensorKeyColumn += "AVG(json -> '$." + sensorKey + "[0]') " + sensorKey;
+				if (i != sensors.size() - 1) {
+					sensorKeyColumn += " ,";
+				} 
+				
+			}
 			parameters.put("sensorKeyColumn", sensorKeyColumn);
 		}
 
+		//sensorKeys.clear();
+		// ������������������
 		if (!parameters.containsKey("mac")) {
-			resul = new ArrayList<Map<String,Object>>();
-			Integer monitorPointId = Integer.valueOf((String) parameters.get("monitorPoint"));
+			resultList = new ArrayList<Map<String,Object>>();
+			Integer monitorPointId = Integer.valueOf(parameters.get("monitorPoint").toString());
 			List<Map<String, Object>> deviceVersions = deviceMapper.getDeviceVersionIdByMonitorPoint(monitorPointId);
 			ExecutorService threadPool = Executors.newCachedThreadPool();
 			CompletionService<List<Map<String, Object>>> cs = new ExecutorCompletionService<List<Map<String, Object>>>(threadPool);
@@ -365,9 +330,8 @@
 						Integer deviceVersionId = (Integer) map.get("deviceVersionId");
 						if (!parameter.containsKey("sensorKeyColumn")) {
 							List<Map<String, Object>> sensors = sensorMapper.getSensorsByDeviceVersionId(deviceVersionId);
-							String sensorKeyColumn = getSensorKeyColumnBySensors(sensors);
+							String sensorKeyColumn = getSensorKeyColumnBySensors(sensors, parameters);
 							parameter.put("sensorKeyColumn", sensorKeyColumn);
-							parameters.put("sensors", sensorKeys);
 						}
 						List<String> macs = deviceMapper.getDeviceMacByMonitorPointAndDeviceVersion(monitorPointId, deviceVersionId);
 						if (ObjectUtils.isEmpty(macs) || macs.contains("null") ) {
@@ -402,7 +366,7 @@
 					} 
 					doubles[0] = sum;
 					doubles[1] = count;
-					doubles[2] = (sum / count);
+					doubles[2] = new BigDecimal(sum / count).setScale(3, RoundingMode.HALF_UP).doubleValue();
 					times.put(sensorKey, doubles);
 				}
 				result.put(time, times);
@@ -417,39 +381,143 @@
 				for (String sensorKey : value.keySet()) {
 					resultMap.put(sensorKey, value.get(sensorKey)[2]);
 				}
-				resul.add(resultMap);
+				resultList.add(resultMap);
 			}
-			
+		// ������ ���������	
 		} else {
+			// ���������������
 			if (!parameters.containsKey("sensorKeyColumn")) {
 				String mac = (String) parameters.get("mac");
 				Device device = new Device();
 				device.setMac(mac);
 				device = deviceMapper.selectOne(device);
 				List<Map<String, Object>> sensors = sensorMapper.getSensorsByDeviceVersionId(device.getDeviceVersionId());
-				String sensorKeyColumn = getSensorKeyColumnBySensors(sensors);
+				String sensorKeyColumn = getSensorKeyColumnBySensors(sensors,parameters);
 				parameters.put("sensorKeyColumn", sensorKeyColumn);
-				parameters.put("sensors", sensorKeys);
 				
 			}
-			resul = historyMinutelyMapper.getMonitorPointOrDeviceAvgData(parameters);
+			resultList = historyMinutelyMapper.getMonitorPointOrDeviceAvgData(parameters);
 		}
-		return resul;
+		return resultList;
 	}
 
-	private String getSensorKeyColumnBySensors(List<Map<String, Object>> sensors) {
+	private String getSensorKeyColumnBySensors(List<Map<String, Object>> sensors,Map<String, Object> parameters) {
 		String sensorKeyColumn = "";
+		Set<String> sensorKeys = new HashSet<String>();
+		if (parameters.containsKey("sensors")) {
+			sensorKeys = (Set<String>) parameters.get("sensors");
+		}
 		for (int i = 0; i < sensors.size(); i++) {
 			String sensorKey = (String) sensors.get(i).get("sensor_key");
 			String name = (String) sensors.get(i).get("name");
-			if (i == sensors.size() - 1) {
-				sensorKeyColumn += "AVG(json -> '$." + sensorKey + "[0]') " + sensorKey;
-			} else {
-				sensorKeyColumn += "AVG(json -> '$." + sensorKey + "[0]') " + sensorKey + ",";
-			}
-			sensorKeys.add(sensorKey + "-" + name);
+			String unit = (String) sensors.get(i).get("unit");
+			sensorKeyColumn += "AVG(json -> '$." + sensorKey + "[0]') " + sensorKey;
+			if (i != sensors.size() - 1) {
+				sensorKeyColumn += " ,";
+			} 
+			sensorKeys.add(sensorKey + "-" + name + "-" + unit );
+			parameters.put("sensors", sensorKeys);
 		}
 		return sensorKeyColumn;
 	}
 
+	@Override
+	public Map<String, Object> getMonthAverageBySensor(Map<String, Object> parameters) {
+		ValidateUtil.notNull(parameters.get("mac"), "param.is.null");
+		ValidateUtil.notNull(parameters.get("macKey"), "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);
+		String sensorKey = (String) parameters.get("macKey");
+		String sensorKeyColumn = "AVG(json -> '$." + sensorKey + "[0]') " + sensorKey;
+		parameters.put("sensorKeyColumn", sensorKeyColumn);
+
+		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<PairData>>> queryLineChartDateByCrieria(LineChartCriteria lineChartCriteria){
+	    Map<String,List<List<PairData>>> listMap = new HashMap<>();
+	    for(String sensorKey:lineChartCriteria.getSensorKeys()){
+            TimePeriod timePeriod = lineChartCriteria.getTimePeriod();
+            List<DataCondition> dataConditionList = lineChartCriteria.getDataConditions();
+            List<List<PairData>> list =  new ArrayList<>();
+            dataConditionList.forEach(item -> {
+                List<PairData> pairDataList =  queryOneLineChartDateByCrieria(sensorKey,timePeriod,item);
+                list.add(pairDataList);
+            });
+            listMap.put(sensorKey,list);
+        }
+
+		return  listMap;
+	}
+
+	/**
+	 * ������������������������������������������������������������������
+	 * @param sensorKey
+	 * @param timePeriod
+	 * @param dataCondition
+	 * @return
+	 */
+	public List<PairData> queryOneLineChartDateByCrieria(String sensorKey, TimePeriod timePeriod, DataCondition dataCondition){
+		List<String> timeList = ReportTimeFormat.makeTimeList(timePeriod);
+		List<PairData> lineChartDatas = historyMinutelyMapper.selectLineChartDateByCrieria(sensorKey,timePeriod,dataCondition);
+		List<PairData> lineChartDatasWithEmpty = new ArrayList<>();
+		int m = 0;
+		int dataLength = lineChartDatas.size()-1;
+		m = dataLength>-1?0:-1;
+		if(m>-1){
+			for(int n =0;n<timeList.size();n++){
+				String time = timeList.get(n);
+				if(m>-1){
+					PairData pairData = lineChartDatas.get(m);
+					String keyTime = pairData.getCategory();
+					if(time.equals(keyTime)){
+						lineChartDatasWithEmpty.add(pairData);
+						m = m<dataLength ? m+1 : -1;
+					}else{
+						lineChartDatasWithEmpty.add(generateEmptyData(time));
+					}
+				}else {
+					    lineChartDatasWithEmpty.add(generateEmptyData(time));
+				}
+
+			}
+		}else{
+			fillEmptyDataToList(timeList,lineChartDatasWithEmpty);
+		}
+		return  lineChartDatasWithEmpty;
+	}
+	private PairData generateEmptyData(String time) {
+		PairData pairData = new PairData();
+		pairData.setCategory(time);
+		pairData.setValue(null);
+		return pairData;
+	}
+	private void fillEmptyDataToList(List<String> timeList,List<PairData> lineChartDatasWithEmpty){
+        timeList.forEach( time ->{
+			PairData pairData = generateEmptyData(time);
+        	lineChartDatasWithEmpty.add(pairData);
+		});
+	}
 }

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