From f28149d8183a62f87fa9c8df9ae589070d83f612 Mon Sep 17 00:00:00 2001
From: 于紫祥_1901 <email@yuzixiang_1910>
Date: Thu, 24 Dec 2020 13:47:50 +0800
Subject: [PATCH] 波动补偿

---
 src/main/java/com/moral/service/impl/HistoryServiceImpl.java |  886 +++++++++++++++++++++++++++++++++++++++++++++-------------
 1 files changed, 689 insertions(+), 197 deletions(-)

diff --git a/src/main/java/com/moral/service/impl/HistoryServiceImpl.java b/src/main/java/com/moral/service/impl/HistoryServiceImpl.java
index 82e5fc6..498bcec 100644
--- a/src/main/java/com/moral/service/impl/HistoryServiceImpl.java
+++ b/src/main/java/com/moral/service/impl/HistoryServiceImpl.java
@@ -1,223 +1,715 @@
 package com.moral.service.impl;
 
-import static com.moral.common.bean.Constants.NULL_VALUE;
-import static org.apache.commons.lang3.time.DateUtils.addDays;
-import static org.apache.commons.lang3.time.DateUtils.addHours;
-import static org.apache.commons.lang3.time.DateUtils.addMinutes;
-import static org.apache.commons.lang3.time.DateUtils.addMonths;
-import static org.apache.commons.lang3.time.DateUtils.parseDate;
-import static org.apache.commons.lang3.time.DateUtils.truncate;
-import static org.springframework.util.ObjectUtils.isEmpty;
-
+import java.math.BigDecimal;
 import java.text.ParseException;
-import java.util.Calendar;
-import java.util.Collections;
-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.Set;
+import java.text.SimpleDateFormat;
+import java.time.Instant;
+import java.time.LocalDate;
+import java.time.LocalDateTime;
+import java.time.ZoneId;
+import java.time.ZoneOffset;
+import java.time.format.DateTimeFormatter;
+import java.time.temporal.ChronoUnit;
+import java.time.temporal.TemporalAdjusters;
+import java.util.*;
 
 import javax.annotation.Resource;
 
-import org.springframework.data.mongodb.core.MongoTemplate;
-import org.springframework.data.mongodb.core.aggregation.Aggregation;
-import org.springframework.data.mongodb.core.aggregation.AggregationResults;
-import org.springframework.data.mongodb.core.query.Criteria;
-import org.springframework.stereotype.Service;
-
-import com.mongodb.BasicDBObject;
-import com.moral.common.exception.BusinessException;
-import com.moral.common.util.CalculateUtils;
-import com.moral.common.util.ResourceUtil;
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.JSONObject;
+import com.googlecode.aviator.AviatorEvaluator;
+import com.googlecode.aviator.Expression;
 import com.moral.common.util.ValidateUtil;
+import com.moral.entity.Device;
+import com.moral.entity.Profession;
+import com.moral.entity.Sensor;
+import com.moral.mapper.DeviceMapper;
 import com.moral.mapper.HistoryMapper;
+import com.moral.mapper.HistoryMinutelyMapper;
+import com.moral.mapper.MonitorPointMapper;
+import com.moral.mapper.OrganizationRelationMapper;
+import com.moral.mapper.SensorMapper;
+import com.moral.mapper.SensorUnitMapper;
 import com.moral.service.AccountService;
 import com.moral.service.HistoryService;
+import com.moral.service.ProfessionService;
+import com.moral.util.AQICalculation;
+import com.moral.util.DatesUtil;
+
+import org.apache.commons.collections.CollectionUtils;
+import org.springframework.stereotype.Service;
+import org.springframework.util.ObjectUtils;
 
 @Service
 public class HistoryServiceImpl implements HistoryService {
 
-	@Resource
-	private AccountService accountService;
+    @Resource
+    private AccountService accountService;
 
-	@Resource
-	private HistoryMapper historyMapper;
+    @Resource
+    private HistoryMapper historyMapper;
 
-	@Resource
-    private MongoTemplate mongoTemplate;
+    @Resource
+    private HistoryMinutelyMapper historyMinutelyMapper;
 
-	@Override
-	public Map<String, Object> getAllSensorAverageByDevice(Map<String, Object> parameters) {
-		ValidateUtil.notNull(parameters.get("areaCode"), "param.is.null");
-		ValidateUtil.notNull(parameters.get("accountId"), "param.is.null");		
-		accountService.setOrgIdsByAccount(parameters);
-		Date date = new Date();
-		// ������������ -10������
-		parameters.put("start", addMinutes(date, -10));
-		// ������������ -5������
-		parameters.put("end", addMinutes(date, -5));
-		String queryColumns = "";
-		for (int i = 1; i < 20; i++) {
-			if (i == 1) {
-				queryColumns += "AVG(value -> '$.e" + i + "') e" + i;
-			} else {
-				queryColumns += " , AVG(value -> '$.e" + i + "') e" + i;
-			}
-		}
-		parameters.put("queryColumns", queryColumns);
-		parameters.put("macKey", "all");
-		List<Map<String, Object>> list = historyMapper.getAreaAllDataByAccount(parameters);
+    @Resource
+    private DeviceMapper deviceMapper;
 
-		return list.get(0);
-	}
+    @Resource
+    private SensorMapper sensorMapper;
 
-	@Override
-	public Map<String, Object> getDeviceRankingBySensorAverage(Map<String, Object> parameters) {
-		ValidateUtil.notNull(parameters.get("areaCode"), "param.is.null");
-		ValidateUtil.notNull(parameters.get("accountId"), "param.is.null");		
-		ValidateUtil.notNull(parameters.get("macKey"), "param.is.null");		
+    @Resource
+    private ProfessionService professionService;
 
-		Map<String, Object> result = new LinkedHashMap<String, Object>();
-		accountService.setOrgIdsByAccount(parameters);
-		Date date = new Date();
-		// ������������ -1������
-		parameters.put("start", addHours(date, -1));
-		parameters.put("end", date);
-		parameters.put("macKey", "'$."+ parameters.get("macKey")+"'");
-		List<Map<String, Object>> list = historyMapper.getAreaAllDataByAccount(parameters);
+    @Resource
+    private OrganizationRelationMapper organizationRelationMapper;
 
-		for (Map<String, Object> map : list) {
-			result.put((String) map.get("name"), map.get("avg"));
-		}
-		return result;
-	}
+    @Resource
+    private MonitorPointMapper monitorPointMapper;
 
-	@Override
-	public Map<String, Object> getDayAQIByDevice(Map<String, Object> parameters) {
-		ValidateUtil.notNull(parameters.get("mac"), "param.is.null");
-		Map<String, Object> resultMap = new HashMap<String, Object>();
-		Date date = new Date();
-		// ������00:00:00
-		parameters.put("start", truncate(addDays(date, -1), Calendar.DATE));
-		// ������00:00:00
-		parameters.put("end", truncate(date, Calendar.DATE));
-		String[] IAQIValues = ResourceUtil.getArrValue("IAQI");
-		Map<String, Double> average = historyMapper.getDayAQIByDevice(parameters);
-		if (isEmpty(average)) {
-			resultMap.put("AQI", NULL_VALUE);
-		} else {
-			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", NULL_VALUE);
-			} 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, Object> getAllSensorAverageByDevice(Map<String, Object> parameters) throws Exception {
+        ValidateUtil.notNull(parameters.get("areaCode"), "param.is.null");
+        ValidateUtil.notNull(parameters.get("accountId"), "param.is.null");
+        Map<String, Object> resultMap = new LinkedHashMap<String, Object>();
+        accountService.setOrgIdsByAccount(parameters);
+        LocalDateTime time = LocalDateTime.now();
+        parameters.put("end", time);
+        // ������������ -5������
+        LocalDateTime start = time.minusMinutes(5);
+        parameters.put("start", start);
+        List<Sensor> Sensors = sensorMapper.getSensorsByCriteria(parameters);
+        List<String> sensorKeys = new ArrayList<String>();
+        for (Sensor sensor : Sensors) {
+            sensorKeys.add(sensor.getSensorKey());
+        }
+        parameters.put("sensorKeys", sensorKeys);
+        DateTimeFormatter df = DateTimeFormatter.ofPattern("yyyyMM");
+        parameters.put("timeUnits", "five_minutely_" + df.format(time));
+        List<Map<String, Object>> list = historyMapper.getAreaAllDataByAccount(parameters);
+        resultMap.putAll(list.get(0));
+        return resultMap;
+    }
 
-	@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>();
-		Date date = new Date();
-		Long end = truncate(date, Calendar.DATE).getTime(), start;
-		// ���������������������������������������
-		if (1 == Calendar.getInstance().get(Calendar.DAY_OF_MONTH)) {
-			// ���������1���00:00:00
-			start = truncate(addMonths(date, -1), Calendar.MONTH).getTime();
-		} else {
-			// ���������1���00:00:00
-			start =  truncate(date, Calendar.MONTH).getTime();
-		}
-		Aggregation aggregation = Aggregation.newAggregation(
-				Aggregation.match(Criteria.where("mac").is(parameters.get("mac"))),
-				Aggregation.match(Criteria.where("time").gte(start)), 
-				Aggregation.match(Criteria.where("time").lt(end)),
-				Aggregation.group("mac").avg((String) parameters.get("macKey")).as("average")
-		);
-		AggregationResults<BasicDBObject> results = mongoTemplate.aggregate(aggregation, "data", BasicDBObject.class);
-		List<BasicDBObject> list = results.getMappedResults();
-		if (isEmpty(list)) {
-			result.put("average", NULL_VALUE);
-		} else {
-			result = list.get(0);
-			result.put("average", String.format("%.2f", result.get("average")));
-		}
-		return result;
-	}
+    @Override
+    public Map<String, Object> getDeviceRankingBySensorAverage(Map<String, Object> parameters) {
+        ValidateUtil.notNull(parameters.get("areaCode"), "param.is.null");
+        ValidateUtil.notNull(parameters.get("accountId"), "param.is.null");
+        Object macKey = parameters.get("macKey");
+        ValidateUtil.notNull(macKey, "param.is.null");
 
-	@Override
-	public List<Map<String, Object>> getSensorsAverageByDevice4Report(Map<String, Object> parameters,List<Map<String, Object>> sensors) {
-		Object type = parameters.get("type");
-		if ("hour".equals(type)) {
-			parameters.put("type", "%Y-%m-%d %H:00");
-		} else if ("minute".equals(type)) {
-			parameters.put("type", "%Y-%m-%d %H:%i:00");
-		} else {
-			throw new BusinessException("type���������������������");
-		}
-		
-		try {
-			Date start = parseDate((String)parameters.get("time"), "yyyy-MM-dd");
-			parameters.put("start", start);
-			parameters.put("end", addDays(start, 1));
-		} catch (ParseException e) {
-			e.printStackTrace();
-			throw new BusinessException("time���������������������");
-		}
-		String queryColumns = "";
-		for (int i = 0; i < sensors.size(); i++) {
-			String sensorKey = (String) sensors.get(i).get("key");
-			if (i == sensors.size() - 1) {
-				queryColumns += "AVG(value -> '$." + sensorKey + "') " + sensorKey;
-			} else {
-				queryColumns += "AVG(value -> '$." + sensorKey + "') " + sensorKey +",";
-			}
-		}
-		parameters.put("queryColumns", queryColumns);
-		
-		return historyMapper.getSensorsAverageByDevice4Report(parameters);
-	}
+        Map<String, Object> result = new LinkedHashMap<String, Object>();
+        accountService.setOrgIdsByAccount(parameters);
+        LocalDateTime time = LocalDateTime.now();
+        // ������������ -1������
+        parameters.put("start", time.minusHours(1));
+        parameters.put("end", time);
+        List<String> sensorKeys = new ArrayList<String>();
+        sensorKeys.add(macKey.toString());
+        parameters.put("sensorKeys", sensorKeys);
+        parameters.put("timeUnits", "hourly");
+        List<Map<String, Object>> list = historyMapper.getAreaAllDataByAccount(parameters);
+        for (Map<String, Object> map : list) {
+            result.put((String) map.get("name"), map.get(macKey.toString()));
+        }
+        return result;
+    }
+
+    @Override
+    public String queryValueByMacAndTime(String mac, Date time) {
+        SimpleDateFormat sdf = new SimpleDateFormat("yyyyMMdd");
+        String timeUnits = sdf.format(time);
+        return historyMapper.selectValueByMacAndTime(mac, time, timeUnits);
+    }
+
+    public String getValueByMacAndTime(String mac, String time, String time1) {
+        String timeUnits = time1.substring(0, 10).replace("-", "");
+        return historyMapper.getValueByMacAndTime(mac, time, time1, timeUnits);
+    }
+
+    @Override
+    public List<Map<String, Object>> getRegionRankingData(Map<String, Object> parameters) {
+        ValidateUtil.notNull(parameters.get("regionCode"), "param.is.null");
+        ValidateUtil.notNull(parameters.get("dimension"), "param.is.null");
+        ValidateUtil.notNull(parameters.get("sensorKey"), "param.is.null");
+        ValidateUtil.notNull(parameters.get("accountId"), "param.is.null");
+
+        String regionCode = parameters.get("regionCode").toString();
+        parameters.put("provinceCode", regionCode.substring(0, 2).concat("0000"));
+        String regionType = "village";
+        String nextLevel = "";
+        if (regionCode.length() == 6) {
+            if (regionCode.endsWith("0000")) {
+                regionType = "province";
+                nextLevel = "city";
+            } else if (regionCode.endsWith("00")) {
+                regionType = "city";
+                nextLevel = "area";
+            } else {
+                regionType = "area";
+                nextLevel = "town";
+            }
+        } else {
+            if (regionCode.endsWith("000")) {
+                regionType = "town";
+                nextLevel = "village";
+            }
+        }
+        parameters.put("regionType", regionType);
+        parameters.put("nextLevel", nextLevel);
+
+        LocalDate localDate = LocalDate.now();
+        DateTimeFormatter df = DateTimeFormatter.ofPattern("yyyyMM");
+        Object timeType = parameters.get("timeType");
+
+        String table = "history";
+        String column = "json";
+        /*if ("month".equals(timeType)) {
+            if (1 != localDate.getDayOfMonth()) {
+                table = "history_daily";
+                column = "json";
+            }
+            parameters.put("start", localDate.with(TemporalAdjusters.firstDayOfMonth()));
+        } else if ("day".equals(timeType)) {
+            parameters.put("start", localDate);
+        } else if ("hour".equals(timeType)) {
+            parameters.put("start", LocalDateTime.now().truncatedTo(ChronoUnit.HOURS));
+        } else {
+            parameters.put("start", LocalDateTime.now().minusMinutes(5));
+        }*/
+
+        if ("month".equals(timeType)) {
+            table = "history_daily";
+            parameters.put("start", localDate.with(TemporalAdjusters.firstDayOfMonth()));
+        } else if ("day".equals(timeType)) {
+            table = "history_hourly";
+            parameters.put("start", localDate);
+        } else if ("hour".equals(timeType)) {
+            table = "history_minutely_" + df.format(localDate);
+            parameters.put("start", LocalDateTime.now().truncatedTo(ChronoUnit.HOURS));
+        }
+
+        parameters.put("table", table);
+        parameters.put("column", column);
+
+        String dimension = "";
+        if ("discharge".equals(parameters.get("dimension"))) {
+            dimension = "discharge";
+            parameters.put("dimension", "monitorPoint");
+        }
+
+        accountService.setOrgIdsByAccount(parameters);
+        List<Map<String, Object>> result = historyMapper.getRegionRankingData(parameters);
+        for (Map<String, Object> map : result) {
+            if (ObjectUtils.isEmpty(map.get("avg"))) {
+                map.put("avg", 0);
+            }
+        }
+        if ("profession".equals(parameters.get("dimension"))) {
+            List<Profession> professions = professionService.getProfessiontList(parameters);
+            for (Map<String, Object> map : result) {
+                for (Profession profession : professions) {
+                    if (map.get("name").equals(profession.getName())) {
+                        professions.remove(profession);
+//						if (ObjectUtils.isEmpty(map.get("avg"))) {
+//							map.put("avg", 0);
+//						}
+                        break;
+                    }
+                }
+            }
+            for (Profession profession : professions) {
+                Map<String, Object> map = new HashMap<String, Object>();
+                map.put("name", profession.getName());
+                map.put("avg", 0);
+                result.add(map);
+            }
+        } else if ("region".equals(parameters.get("dimension"))) {
+            List<String> regions = historyMapper.selectNextLevelRegion(parameters);
+            for (Map<String, Object> map : result) {
+                if (regions.contains(map.get("name"))) {
+                    regions.remove(map.get("name"));
+//					if (ObjectUtils.isEmpty(map.get("avg"))) {
+//						map.put("avg", 0);
+//					}
+                }
+
+            }
+            for (String region : regions) {
+                Map<String, Object> map = new HashMap<String, Object>();
+                map.put("name", region);
+                map.put("avg", 0);
+                result.add(map);
+            }
+        }
+        if ("discharge".equals(dimension)) {
+            parameters.put("year", LocalDate.now().getYear());
+            List<Map<String, Object>> discharges = historyMapper.getDischargeByRegion(parameters);
+            for (Map<String, Object> map : result) {
+                for (Map<String, Object> discharge : discharges) {
+                    if (map.get("name").equals(discharge.get("name"))) {
+                        map.put("value", discharge.get("value"));
+                        discharges.remove(discharge);
+                        break;
+                    }
+                }
+            }
+            Collections.sort(result, new Comparator<Map<String, Object>>() {
+                @Override
+                public int compare(Map<String, Object> o1, Map<String, Object> o2) {
+                    return Double.compare(((Double) o2.get("avg")) - Double.valueOf((String) o2.get("value")),
+                            ((Double) o1.get("avg")) - Double.valueOf((String) o1.get("value")));
+                }
+            });
+        }
+        return result;
+    }
+
+    @Override
+    public List<Map<String, Object>> getSensorsDataByDevice(Map<String, Object> parameters) {
+        ValidateUtil.notNull(parameters.get("deviceVersionId"), "param.is.null");
+        ValidateUtil.notNull(parameters.get("mac"), "param.is.null");
+        ValidateUtil.notNull(parameters.get("deviceId"), "param.is.null");
+        List<Map<String, Object>> sensors = sensorMapper.getSensorsByDeviceVersionId(parameters);
+        parameters.put("size", 1);
+        Date date = new Date();
+        SimpleDateFormat sdf = new SimpleDateFormat("yyyyMMdd");
+        String timeUnits = sdf.format(date);
+        parameters.put("timeUnits", timeUnits);
+        List<Map<String, Object>> values = historyMapper.getValueByMacAndSize(parameters);
+        JSONObject map = null;
+        if (!ObjectUtils.isEmpty(values)) {
+            map = JSON.parseObject(values.get(0).get("value").toString());
+        }
+        Device device = deviceMapper.selectByPrimaryKey(Integer.valueOf((String) parameters.get("deviceId")));
+        Map<String, Object> sensorUnits = getSensorUnitByDeviceMac(parameters);
+        for (Map<String, Object> sensor : sensors) {
+            Object sensorKey = sensor.get("sensor_key");
+            sensor.put("name", sensor.get("description"));
+            sensor.put("state", device.getState());
+            if (!ObjectUtils.isEmpty(map)) {
+                sensor.put("value", map.remove(sensor.get("sensor_key")));
+            }
+            if (sensorUnits.containsKey(sensorKey)) {
+                Map<String, Object> sensorUnit = (Map<String, Object>) sensorUnits.get(sensorKey);
+                sensor.put("unit", sensorUnit.get("name"));
+                if (sensor.containsKey("value")) {
+                    Object value = sensor.get("value");
+                    String rules = sensorUnit.get("rules").toString();
+                    rules = rules.replace("d", "").replace("{0}", "value");
+                    Expression expression = AviatorEvaluator.compile(rules);
+                    Map<String, Object> env = new HashMap<String, Object>();
+                    env.put("value", Double.valueOf(value.toString()));
+                    value = expression.execute(env);
+                    sensor.put("value", String.format("%.2f", value));
+                }
+            }
+        }
+        return sensors;
+    }
+
+    @Override
+    public List<Map<String, Object>> getSensorDataBySensorKey(Map<String, Object> parameters) {
+        Object sensorKey = parameters.get("sensorKey");
+        ValidateUtil.notNull(sensorKey, "param.is.null");
+        ValidateUtil.notNull(parameters.get("mac"), "param.is.null");
+        ValidateUtil.notNull(parameters.get("size"), "param.is.null");
+        parameters.put("size", Integer.valueOf(parameters.remove("size").toString()));
+        Date date = new Date();
+        SimpleDateFormat sdf = new SimpleDateFormat("yyyyMMdd");
+        String timeUnits = sdf.format(date);
+        parameters.put("timeUnits", timeUnits);
+        List<Map<String, Object>> values = historyMapper.getValueByMacAndSize(parameters);
+        Map<String, Object> sensorUnits = getSensorUnitByDeviceMac(parameters);
+        for (Map<String, Object> value : values) {
+            JSONObject json = JSON.parseObject(value.remove("value").toString());
+            Object sensorKeyValue = json.get(sensorKey);
+            if (sensorUnits.containsKey(sensorKey)) {
+                Map<String, Object> sensorUnit = (Map<String, Object>) sensorUnits.get(sensorKey);
+                String rules = sensorUnit.get("rules").toString();
+                rules = rules.replace("d", "").replace("{0}", "value");
+                Expression expression = AviatorEvaluator.compile(rules);
+                Map<String, Object> env = new HashMap<String, Object>();
+                env.put("value", Double.valueOf(sensorKeyValue.toString()));
+                sensorKeyValue = expression.execute(env);
+                sensorKeyValue = String.format("%.2f", sensorKeyValue);
+            }
+            value.put("value", sensorKeyValue);
+        }
+        return values;
+    }
+
+    @Override
+    public Map<String, Object> getActualDataByRegion(Map<String, Object> parameters) {
+        Object sensorKey = parameters.get("sensorKey");
+        ValidateUtil.notNull(sensorKey, "param.is.null");
+        ValidateUtil.notNull(parameters.get("accountId"), "param.is.null");
+        ValidateUtil.notNull(parameters.get("interval"), "param.is.null");
+        Integer interval = Integer.valueOf(parameters.get("interval").toString());
+        LocalDateTime start, end;
+        if (!parameters.containsKey("time")) {
+            end = LocalDateTime.now();
+            int second = end.getSecond() / interval * interval;
+            end = end.truncatedTo(ChronoUnit.MINUTES).plusSeconds(second);
+            start = end.minusSeconds(interval);
+        } else {
+            //start = LocalDateTime.ofEpochSecond(Long.valueOf(parameters.get("time").toString()) / 1000, 0, ZoneOffset.ofHours(8));
+            start = LocalDateTime.ofInstant(Instant.ofEpochMilli(Long.valueOf(parameters.get("time").toString())), ZoneId.of("+8"));
+            end = start.plusSeconds(interval);
+        }
+        parameters.put("start", start);
+        parameters.put("end", end);
+        parameters.put("sensorKeys", Arrays.asList(((String) sensorKey).split(",")));
+        accountService.setOrgIdsByAccount(parameters);
+        DateTimeFormatter df = DateTimeFormatter.ofPattern("yyyyMMdd");
+        //���history������������������
+        parameters.put("timeUnits", df.format(start));
+        Map<String, Object> result = historyMapper.getActualDataByRegion(parameters);
+        if (ObjectUtils.isEmpty(result)) {
+            result = new HashMap<String, Object>();
+        }
+        result.put("time", end.toInstant(ZoneOffset.of("+8")).toEpochMilli());
+        return result;
+    }
+
+    @Resource
+    private SensorUnitMapper sensorUnitMapper;
+
+    @Override
+    public Map<String, Object> getSensorUnitByDeviceMac(Map<String, Object> parameters) {
+        Map<String, Object> resultMap = new HashMap<String, Object>();
+        List<Map<String, Object>> list = sensorUnitMapper.getSensorUnitByDeviceMac(parameters);
+        for (Map<String, Object> map : list) {
+            resultMap.put(map.remove("sensor_key").toString(), map);
+        }
+        return resultMap;
+    }
+
+    @Override
+    public Map<String, Object> gitHourlyAQIByMacAndTimeslot(Map<String, Object> parameters) {
+        String mac = parameters.get("mac").toString();
+        //������������
+        LocalDate localDate = LocalDate.now();
+        Calendar c = Calendar.getInstance();//������������������������������������
+        int endHour = c.get(Calendar.HOUR_OF_DAY);
+        String endTime = localDate + " " + endHour + ":00:00";
+
+        String startTime;
+        if (endHour == 0) {
+            LocalDate startDate = localDate.minusDays(1);
+            startTime = startDate + " " + "23:00:00";
+        } else {
+            int startHour = endHour - 1;
+            startTime = localDate + " " + startHour + ":00:00";
+        }
+        //���������history������������������
+        String timeUnits = startTime.substring(0, 10).replace("-", "");
+        Map<String, Object> map = historyMapper.getAVGValueByMacAndTimeslot(mac, startTime, endTime, timeUnits);
+        Map<String, Object> returnMap = new HashMap<>();
+        if (ObjectUtils.isEmpty(map) || map.isEmpty()) {
+             returnMap.put("AQI", "N/V");
+             return returnMap;
+        } else {
+            Map<String, Double> AQIMap = new HashMap<>();
+            for (Map.Entry<String, Object> entry : map.entrySet()) {
+                String key = entry.getKey();
+                if (entry.getValue() != null) {
+                    Double value = Double.parseDouble(entry.getValue().toString());
+                    AQIMap.put(key, value);
+                }
+            }
+            returnMap = AQICalculation.hourlyAQI(AQIMap);
+        }
+        long aqi = Math.round(Double.valueOf(returnMap.get("AQI").toString()));
+        returnMap.put("AQI", aqi);
+        return returnMap;
+    }
+
+    @Override
+    public List<Map<String, Object>> getMointorPointRankByOrganizationId(Map<String, Object> parameters) {
+        //������������id
+        String organizationId = parameters.get("organization_id").toString();
+        //������������������������������������������������������id
+        List<Object> organizationIdList = new ArrayList<>();
+        organizationIdList.add(organizationId);
+        //���������������������������������id
+        List<Object> parentIdList = new ArrayList<>();
+        parentIdList.add(organizationId);
+
+        //������������
+        for (int i = 0; i < 10; i++) {
+            if (!parentIdList.isEmpty()) {
+                //������������������������������
+                List<Map<String, Object>> childIdList = organizationRelationMapper.getChildIdByParentId(parentIdList);
+                //���������������id������
+                parentIdList.clear();
+                //������������id������������������
+                for (Map<String, Object> map : childIdList) {
+                    organizationIdList.add(map.get("child_id"));
+                    parentIdList.add(map.get("child_id"));
+                }
+            } else {
+                break;
+            }
+        }
+
+        //������������id������������id
+        List<Map<String, Object>> monitorPointIdListMap = monitorPointMapper.getIdByOrganizationId(organizationIdList);
+        //���List<Map<String, Object>>���������List<Object>
+        List<Object> monitorPointIdList = new ArrayList<>();
+        for (Map<String, Object> map : monitorPointIdListMap) {
+            monitorPointIdList.add(map.get("id"));
+        }
+
+        //������������id���������������������������
+        //������������������������
+        Calendar rightNow = Calendar.getInstance();
+        //���������������������������
+        Calendar beforeTime = Calendar.getInstance();
+        beforeTime.add(Calendar.MINUTE, -5);// 5���������������������
+        Date beforeD = beforeTime.getTime();
+        Date end = rightNow.getTime();
+        String endTime = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss").format(end);
+        String before5Time = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss").format(beforeD);  // ������������������
+        String sensor = parameters.get("sensor").toString();
+        String timeUnits1 = before5Time.substring(0, 10).replace("-", "");
+        List<Map<String, Object>> result1 = historyMapper.getAVGSensorRankByMonitorPointIdList(sensor, monitorPointIdList, before5Time, endTime, timeUnits1);
+        String timeUnits2 = before5Time.substring(0, 10).replace("-", "");
+        List<Map<String, Object>> result2 = historyMapper.getAVGSensorRankByMonitorPointIdList(sensor, monitorPointIdList, before5Time, endTime, timeUnits2);
+        if (result1.isEmpty()) {
+            return result2;
+        } else if (result2.isEmpty()) {
+            return result1;
+        } else {
+            for (Map<String, Object> map1 : result1) {
+                Object name1 = map1.get("name");
+                double value1 = Double.parseDouble(map1.get("sensor").toString());
+                double avg = 0.0;
+                for (Map<String, Object> map2 : result2) {
+                    Object name2 = map2.get("name");
+                    double value2 = Double.parseDouble(map2.get("sensor").toString());
+                    if (name1.equals(name2)) {
+                        avg = (value1 + value2) / 2;
+                        map1.put("sensor", avg);
+                    }
+                }
+            }
+        }
+        return result1;
+    }
+
+    @Override
+    public Map<String, Object> gitHourlyAQIByMonitorPointIdAndTimeslot(Map<String, Object> parameters) {
+        String monitor_point_id = parameters.get("monitor_point_id").toString();
+        //������������
+        LocalDate localDate = LocalDate.now();
+        Calendar c = Calendar.getInstance();//������������������������������������
+        int endHour = c.get(Calendar.HOUR_OF_DAY);
+        String endTime = localDate + " " + endHour + ":00:00";
+
+        String startTime;
+        if (endHour == 0) {
+            LocalDate startDate = localDate.minusDays(1);
+            startTime = startDate + " " + "23:00:00";
+        } else {
+            int startHour = endHour - 1;
+            startTime = localDate + " " + startHour + ":00:00";
+        }
+        //���������history������������������
+        String timeUnits = startTime.substring(0, 10).replace("-", "");
+
+        Map<String, Object> map = historyMapper.getMonitorPointAVGValueByMonitorPointIdAndTimeslot(monitor_point_id, startTime, endTime, timeUnits);
+        Map<String, Object> returnMap = new HashMap<>();
+        if (map.isEmpty()) {
+            returnMap.put("AQI", "N/V");
+        } else {
+            Map<String, Double> AQIMap = new HashMap<>();
+            for (Map.Entry<String, Object> entry : map.entrySet()) {
+                String key = entry.getKey();
+                Double value = Double.parseDouble(entry.getValue().toString());
+                AQIMap.put(key, value);
+            }
+            returnMap = AQICalculation.hourlyAQI(AQIMap);
+        }
+
+        return returnMap;
+    }
+
+    @Override
+    public List<List<Map<String, Object>>> getCarSensorData(Map<String, Object> parameters) throws Exception {
+        String startTime = parameters.get("startTime").toString();
+        DateTimeFormatter dateTimeFormatter = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss");
+        LocalDateTime startTimeLocalDateTime = LocalDateTime.parse(startTime, dateTimeFormatter);
+        SimpleDateFormat sdf = new SimpleDateFormat("yyyyMM");
+        int format = Integer.parseInt(sdf.format(new Date()));
+        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;
+        listMap = historyMapper.getCarSensorData(parameters);
+        if (CollectionUtils.isEmpty(listMap)) {
+            if (year <= 2019) {
+                listMap = historyMinutelyMapper.getSensorData(parameters);
+            } else {
+                if (Integer.parseInt(yearAndMonth) <= format) {
+                    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 (Map.Entry<String, Object> entry : map.entrySet()) {
+                    for (Sensor sensor : sensors) {
+                        if (sensor.getSensorKey().equals(entry.getKey())) {
+                            if (entry.getValue() != null) {
+                                mapAvg.put(entry.getKey(), new BigDecimal(entry.getValue().toString().replace("\"", "")).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>> getUavSensorData(Map<String, Object> parameters) {
+        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>> uavSensorData = historyMapper.getUavSensorData(parameters);
+        for (Map<String, Object> dataMap : uavSensorData) {
+            for (Map.Entry<String, Object> entry : dataMap.entrySet()) {
+                for (Sensor sensor : sensors) {
+                    if (sensor.getSensorKey().equals(entry.getKey())) {
+                        if (entry.getValue() != null) {
+                            dataMap.put(entry.getKey(), new BigDecimal(entry.getValue().toString().replace("\"", "")).stripTrailingZeros().toPlainString() + sensor.getUnit());
+                        }
+                    }
+                }
+            }
+        }
+        Map<String, Object> map = sensorMapper.getSensorBySensorKey(parameters.get("sensorKey").toString());
+        parameters.put("unit", map.get("unit"));
+        parameters.put("description", map.get("description"));
+        return uavSensorData;
+    }
+
+    @Override
+    public List<Map<String, Object>> getO3AVG(Map<String, Object> parameters) {
+        String mac = (String) parameters.get("mac");
+        String stime = (String) parameters.get("time");
+        SimpleDateFormat format = new SimpleDateFormat("yyyy-MM");
+        Date time = null;
+        try {
+            time = format.parse(stime);
+        } catch (ParseException e) {
+            e.printStackTrace();
+        }
+        List<String> stringListDate = DatesUtil.getAllTheDateOftheMonth(time);
+        List<Map<String, Object>> maxList = new ArrayList<Map<String, Object>>();
+        for (String date : stringListDate) {
+            Map<String, Object> parm = new HashMap<String, Object>();
+            DateTimeFormatter df = DateTimeFormatter.ofPattern("yyyy-MM-dd HH:mm:ss");
+            LocalDateTime time1 = LocalDateTime.parse(date + " 00:00:00", df);
+            LocalDateTime time2 = time1.plusDays(1);
+            String time3 = time2.toString().substring(0, 10);
+            String nextDate = time3 + " 07:00:00";
+            parm.put("date", date);
+            parm.put("nextDate", nextDate);
+            parm.put("mac", mac);
+            List<Map<String, Object>> listMap = historyMapper.getO3AVG(parm);
+            List list = new ArrayList();
+            DatesUtil.getList(listMap, list);
+            List list1 = new ArrayList();
+            String maxO3 = "";
+            for (int i = 0; i < list.size(); i++) {
+                List elist = new ArrayList();
+                Double sum = 0.0;
+                Double avg = 0.0;
+                for (Object o : (List) list.get(i)) {
+                    Iterator<Map.Entry> iterator = ((Map) o).entrySet().iterator();
+                    while (iterator.hasNext()) {
+                        Map.Entry entry = iterator.next();
+                        if (entry.getKey().equals("e15")) {
+                            elist.add(entry.getValue());
+                        }
+                    }
+                }
+                for (int j = 0; j < elist.size(); j++) {
+                    sum += Double.parseDouble((String) elist.get(j));
+                    if (listMap.size() <= 8 && listMap.size() > 0) {
+                        avg = sum / listMap.size();
+                    } else {
+                        avg = sum / 8;
+                    }
+                }
+                if (avg == 0.0) {
+                    list1.add("");
+                } else {
+                    BigDecimal b = new BigDecimal(avg);
+                    double avg1 = b.setScale(4, BigDecimal.ROUND_HALF_UP).doubleValue();
+                    list1.add(avg1);
+                }
+            }
+            String timef = date + " 00:00:00";
+            String timea = date + " 23:59:59";
+            int num = historyMapper.getNum(timef, timea);
+            if (num == 0) {
+                maxO3 = "";
+            } else {
+                if (list1.size() != 0) {
+                    maxO3 = "" + Collections.max(list1);
+                } else {
+                    maxO3 = "";
+                }
+            }
+            Map<String, Object> avgMap = new HashMap<String, Object>();
+            avgMap.put("time", date);
+            avgMap.put("e15", maxO3);
+            maxList.add(avgMap);
+        }
+        return maxList;
+    }
+
+    @Override
+    public String getJsonData(String mac, String time, String table) {
+        return historyMapper.getJsonData(mac, time, table);
+    }
 
 }

--
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