src/main/java/com/objecteye/service/impl/VehicleFileServiceImpl.java

package com.objecteye.service.impl;
import cn.hutool.core.date.DateUtil;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONArray;
import com.alibaba.fastjson.JSONObject;
import com.objecteye.entity.*;
import com.objecteye.pojo.RabbitMQVehicle;
import com.objecteye.service.IVehicleFileService;
import com.objecteye.service.SpecialtyServices;
import com.objecteye.utils.CompareDistance;
import com.objecteye.utils.GlobalUtil;
import com.objecteye.utils.RelationMappingUtil;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.data.domain.Sort;
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.data.mongodb.core.query.Query;
import org.springframework.data.redis.core.RedisTemplate;
import org.springframework.stereotype.Component;
import org.springframework.web.multipart.MultipartFile;
import java.io.File;
import java.io.IOException;
import java.text.DecimalFormat;
import java.text.SimpleDateFormat;
import java.util.*;
import java.util.regex.Pattern;
import java.util.stream.Collectors;
/**
 * 一车一档实现类
 *
 * @author liuhaoyu
 */
@Component
public class VehicleFileServiceImpl implements IVehicleFileService {
    /**
     * redis中保存的key-value集合
     */
    private final String VEHICLE_FILE_PLATE_NUMBER = "vehicleFilePlateNumber";
    private final String URL = "http://192.168.10.4:10002/vehicle/analysisFile";
    private final double FEATURE_LOWER_LIMIT = 0.8;
    /**
     * 车牌号所在字段
     */
    private final String vehiclePlateHphm = "vehicle_plate_hphm";
    @Autowired
    private MongoTemplate mongoTemplate;
    @Autowired
    private RedisTemplate redisTemplate;
    @Autowired
    private CompareDistance compareDistance;
    @Autowired
    private SpecialtyServices specialtyServices;
    /**
     * 档案浏览查询(分页)
     *
     * @param vehicleFileParam 请求参数
     * @return 结果集
     */
    @Override
    public PageResult fileQueryByPage(VehicleFileParam vehicleFileParam) {
        // 实际需要返回的数据
        List<VvehicleFileQueryResult> resultList = fileResultHandle(vehicleFileParam);
        int pageNum = vehicleFileParam.getCurrentpage();
        int pageSize = vehicleFileParam.getPagevolume();
        if (pageSize <= 0) {
            return new PageResult<>(0, new ArrayList<>());
        }
        // 总页数
        int pageTotal = (resultList.size() / pageSize) + ((resultList.size() % pageSize > 0) ? 1 : 0);
        if (pageTotal == 0) {
            return new PageResult<>(pageTotal, new ArrayList<>());
        }
        int fromIndex = (pageNum - 1) * pageSize;
        int toIndex;
        if (pageNum == pageTotal) {
            toIndex = resultList.size();
        } else {
            toIndex = pageNum * pageSize;
            if (toIndex > resultList.size()) {
                toIndex = resultList.size();
            }
            if (fromIndex >= toIndex) {
                return new PageResult<>(pageTotal, new ArrayList<>());
            }
        }
        return new PageResult<>(pageTotal, resultList.subList(fromIndex, toIndex));
    }
    /**
     * 档案浏览查询(不分页)
     *
     * @param vehicleFileParam 请求参数
     * @return 结果集
     */
    @Override
    public List<VvehicleFileQueryResult> fileQuery(VehicleFileParam vehicleFileParam) {
        return fileResultHandle(vehicleFileParam);
    }
    /**
     * 档案浏览查询 最终数据处理
     *
     * @param vehicleFileParam 请求参数
     * @return 结果集
     */
    private List<VvehicleFileQueryResult> fileResultHandle(VehicleFileParam vehicleFileParam) {
        List<String> plateNumberList = getRightDataByCondition(vehicleFileParam);
        Map<String, Long> vehicleCountMap = getVehicleFileCountMap(plateNumberList);
        SimpleDateFormat simpleDateFormat = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
        int fileMinNumber = vehicleFileParam.getFileMinNumber();
        // 把符合条件的数据汇总
        List<VvehicleFileQueryResult> resultList = new ArrayList<>();
        Map<String, String> vehicleFileBaseMap = redisTemplate.opsForHash().entries(VEHICLE_FILE_PLATE_NUMBER);
        for (Map.Entry<String, String> entry : vehicleFileBaseMap.entrySet()) {
            if (!plateNumberList.contains(entry.getKey())) {
                continue;
            }
            RabbitMQVehicle rabbitMqVehicle = JSON.parseObject(entry.getValue(), RabbitMQVehicle.class);
            // 是否最后出现时间
            if (vehicleFileParam.getLastAppear() == 1) {
                Long lastAppearTime = rabbitMqVehicle.getPictime();
                // 最新的出现时间在时间范围内的显示出来, 不在范围内的不做查询
                if (null != lastAppearTime) {
                    // 起始时间
                    if (null != vehicleFileParam.getStartTime() && lastAppearTime < vehicleFileParam.getStartTime()) {
                        continue;
                    }
                    // 结束时间
                    if (null != vehicleFileParam.getEndTime() && lastAppearTime > vehicleFileParam.getEndTime()) {
                        continue;
                    }
                }
            }
            // 最小出现数
            if (fileMinNumber > vehicleCountMap.get(entry.getKey())) {
                continue;
            }
            VvehicleFileQueryResult vehicleFileQueryResult = new VvehicleFileQueryResult();
            vehicleFileQueryResult.setAppearNum(vehicleCountMap.get(entry.getKey()));
            vehicleFileQueryResult.setId(rabbitMqVehicle.getVehicle_plate_hphm());
            vehicleFileQueryResult.setPictime(simpleDateFormat.format(new Date(rabbitMqVehicle.getPictime())));
            vehicleFileQueryResult.setPicurl(rabbitMqVehicle.getSnapshoturl());
            resultList.add(vehicleFileQueryResult);
        }
        // 时间倒序
        resultList.sort((o1, o2) -> {
            if (DateUtil.parse(o2.getPictime()).getTime() - DateUtil.parse(o1.getPictime()).getTime() > 0) {
                return 1;
            } else if (DateUtil.parse(o2.getPictime()).getTime() - DateUtil.parse(o1.getPictime()).getTime() < 0) {
                return -1;
            } else {
                return 0;
            }
        });
        return resultList;
    }
    /**
     * 获取符合条件的车辆数据
     *
     * @param vehicleFileParam 请求参数
     * @return 结果集- 车牌号
     */
    private List<String> getRightDataByCondition(VehicleFileParam vehicleFileParam) {
        // 拼接过滤条件 获取条件下指定车牌号的数量
        // 起始时间
        // 结束时间
        Criteria criteria = new Criteria();
        if (null != vehicleFileParam.getStartTime() && null != vehicleFileParam.getEndTime()) {
            criteria.and("pictime").gte(vehicleFileParam.getStartTime()).lte(vehicleFileParam.getEndTime());
        } else if (null != vehicleFileParam.getStartTime() && null == vehicleFileParam.getEndTime()) {
            criteria.and("pictime").gte(vehicleFileParam.getStartTime());
        } else if (null == vehicleFileParam.getStartTime() && null != vehicleFileParam.getEndTime()) {
            criteria.and("pictime").lte(vehicleFileParam.getEndTime());
        }
        // 车牌号
        if (null != vehicleFileParam.getPlateNumber() && !"".equals(vehicleFileParam.getPlateNumber())) {
            String plateNumber = vehicleFileParam.getPlateNumber();
            plateNumber = plateNumber.replaceAll("\\?", "\\\\S").replaceAll("\\*", ".*");
            Pattern pattern = Pattern.compile(plateNumber, Pattern.CASE_INSENSITIVE);
            criteria.and(vehiclePlateHphm).regex(pattern);
        }
        Query query = Query.query(criteria);
        query.fields().include(vehiclePlateHphm);
        List<RabbitMQVehicle> rabbitMqVehicles = mongoTemplate.find(query, RabbitMQVehicle.class);
        return rabbitMqVehicles.stream().map(RabbitMQVehicle::getVehicle_plate_hphm).distinct().collect(Collectors.toList());
    }
    /**
     * 档案浏览查询 获取过滤条件下数据的档案出现次数
     *
     * @param plateNumberList 需要查询数量的车牌号
     * @return 结果集
     */
    private Map<String, Long> getVehicleFileCountMap(List<String> plateNumberList) {
        Aggregation aggregation = Aggregation.newAggregation(
                Aggregation.project(vehiclePlateHphm),
                Aggregation.match(Criteria.where(vehiclePlateHphm).in(plateNumberList)),
                Aggregation.group(vehiclePlateHphm).count().as("count"),
                Aggregation.project(vehiclePlateHphm, "count"));
        AggregationResults<RabbitMQVehicle> rabbitMqVehicles =
                mongoTemplate.aggregate(aggregation, "rabbitMQVehicle", RabbitMQVehicle.class);
        // 符合时间范围的档案出现次数结果集
        List<RabbitMQVehicle> countVehicles = rabbitMqVehicles.getMappedResults();
        Map<String, Long> vehicleFileCountMap = new HashMap<>();
        for (RabbitMQVehicle rabbitMqVehicle : countVehicles) {
            if (null == rabbitMqVehicle) {
                continue;
            }
            vehicleFileCountMap.put(rabbitMqVehicle.getId(), Long.parseLong(String.valueOf(rabbitMqVehicle.getCount())));
        }
        return vehicleFileCountMap;
    }
    /**
     * 车牌搜档(分页)
     *
     * @param filePlateNumParam 页面容量
     * @return 结果集
     */
    @Override
    public PageResult plateNumberQueryByPage(VehicleFilePlateNumParam filePlateNumParam) {
        String plateNumber = filePlateNumParam.getPlateNumber();
        int pageNum = filePlateNumParam.getCurrentpage();
        int pageSize = filePlateNumParam.getPagevolume();
        if (pageSize <= 0) {
            return new PageResult<>(0, new ArrayList<>());
        }
        // 数据获取
        List<RabbitMQVehicle> rabbitMqVehicles =
                mongoTemplate.find(Query.query(Criteria.where(vehiclePlateHphm).is(plateNumber))
                        .with(Sort.by(Sort.Order.desc("pictime")))
                        .limit(pageSize).skip((pageNum - 1) * pageSize), RabbitMQVehicle.class);
        // 数据条数获取
        long totalRows = mongoTemplate.count(Query.query(Criteria.where(vehiclePlateHphm).is(plateNumber)), RabbitMQVehicle.class);
        // 总页数
        long pageTotal = (totalRows / pageSize) + ((totalRows % pageSize > 0) ? 1 : 0);
        return new PageResult<>(pageTotal, cleanDateToSimple(rabbitMqVehicles));
    }
    /**
     * 车牌搜档(不分页)
     *
     * @param filePlateNumParam 请求参数
     * @return 结果集
     */
    @Override
    public List<VvehicleFilePlateNumberQueryResult> plateNumberQuery(VehicleFilePlateNumParam filePlateNumParam) {
        List<RabbitMQVehicle> rabbitMqVehicles = mongoTemplate.find(Query.query(Criteria.where(vehiclePlateHphm).is(filePlateNumParam.getPlateNumber())), RabbitMQVehicle.class);
        return cleanDateToSimple(rabbitMqVehicles);
    }
    /**
     * 把RabbitMQVehicle格式的数据转换为输出视图数据模型数据
     *
     * @param rabbitMqVehicles RabbitMQVehicle类型数据集合
     * @return 结果集
     */
    private List<VvehicleFilePlateNumberQueryResult> cleanDateToSimple(List<RabbitMQVehicle> rabbitMqVehicles) {
        List<VvehicleFilePlateNumberQueryResult> resultList = new ArrayList<>();
        String dateFormat = "yyyy-MM-dd HH:mm:ss";
        for (RabbitMQVehicle rabbitMqVehicle : rabbitMqVehicles) {
            if (null == rabbitMqVehicle) {
                continue;
            }
            VvehicleFilePlateNumberQueryResult tempResult = new VvehicleFilePlateNumberQueryResult();
            tempResult.setPicurl(rabbitMqVehicle.getSnapshoturl());
            tempResult.setPlateNumber(rabbitMqVehicle.getVehicle_plate_hphm());
            tempResult.setType(rabbitMqVehicle.getVehicle_recg_type());
            tempResult.setColor(RelationMappingUtil.getVehicleColor(rabbitMqVehicle.getVehicle_color_index()));
            tempResult.setLatitude(rabbitMqVehicle.getLatitude());
            tempResult.setLongitude(rabbitMqVehicle.getLongitude());
            tempResult.setBrand(rabbitMqVehicle.getVehicle_recg_brand());
            List<String> styleList = new ArrayList<>();
            if (null != rabbitMqVehicle.getVehicle_recg_brand() && !"".equals(rabbitMqVehicle.getVehicle_recg_brand())) {
                styleList.add(rabbitMqVehicle.getVehicle_recg_brand());
            }
            if (null != rabbitMqVehicle.getVehicle_recg_subbrand() && !"".equals(rabbitMqVehicle.getVehicle_recg_subbrand())) {
                styleList.add(rabbitMqVehicle.getVehicle_recg_subbrand());
            }
            if (null != rabbitMqVehicle.getVehicle_recg_issue_year() && !"".equals(rabbitMqVehicle.getVehicle_recg_issue_year())) {
                styleList.add(rabbitMqVehicle.getVehicle_recg_issue_year());
            }
            String style = String.join("-", styleList);
            tempResult.setStyle(style);
            tempResult.setPictime(DateUtil.format(new Date(rabbitMqVehicle.getPictime()), dateFormat));
            tempResult.setId(rabbitMqVehicle.getId());
            resultList.add(tempResult);
        }
        return resultList;
    }
    /**
     * 以图搜档
     *
     * @param gcxh          车辆序号
     * @param multipartFile 请求参数
     * @return 结果集
     */
    @Override
    public VvehicleFilePicQueryResult picQuery(int gcxh, MultipartFile multipartFile) {
        String fileName = multipartFile.getOriginalFilename();
        String picPath = GlobalUtil.dbPath1() + File.separator + "export" + File.separator + "vehicleProject"
                + File.separator + "picture" + File.separator + fileName;
        File newFile = new File(picPath);
        try {
            multipartFile.transferTo(newFile);
        } catch (IOException e) {
            e.printStackTrace();
        }
        String response = GlobalUtil.httpExecute(URL, newFile);
        newFile.delete();
        if (null == response || "".equals(response)) {
            return null;
        }
        JSONObject finalObj = getMostSimilarOne(gcxh, response);
        if (finalObj == null) {
            return null;
        }
        String plateNumber = finalObj.getString(vehiclePlateHphm);
        // 获取redis中保存的最新数据
        String lastData = redisTemplate.opsForHash().get(VEHICLE_FILE_PLATE_NUMBER, plateNumber).toString();
        RabbitMQVehicle rabbitMqVehicle = JSON.parseObject(lastData, RabbitMQVehicle.class);
        VvehicleFilePicQueryResult picQueryResult = new VvehicleFilePicQueryResult();
        // 相似度
        picQueryResult.setFeature(finalObj.getString("threshold"));
        // 图片地址
        picQueryResult.setUrl(rabbitMqVehicle.getPicurl());
        // 抓拍时间
        picQueryResult.setPictime(rabbitMqVehicle.getPictime());
        // 车牌号
        picQueryResult.setPlateNumber(plateNumber);
        return picQueryResult;
    }
    /**
     * 获取最相似的车辆信息
     *
     * @param gcxh     车辆序号
     * @param response 图片文件
     * @return 车辆对应数据
     */
    @Override
    public JSONObject getMostSimilarOne(int gcxh, String response) {
        JSONObject jsonObject = JSON.parseObject(response);
        JSONArray infoArr = jsonObject.getJSONObject("result").getJSONArray("info");
        if (null == infoArr || infoArr.size() == 0) {
            return null;
        }
        List<JSONObject> infoList = infoArr.toJavaList(JSONObject.class);
        JSONObject infoObj = infoList.get(gcxh);
        //获取车辆特征值
        JSONObject vehicleFeaRes = infoObj.getJSONObject("vehicle_fea_res");
        JSONArray featureArr = vehicleFeaRes.getJSONArray("feature");
        double[] featureNew = new double[featureArr.size()];
        for (int i = 0; i < featureArr.size(); i++) {
            featureNew[i] = featureArr.getDoubleValue(i);
        }
        // 选中车辆的特征值信息
        double currentFeature = compareDistance.getDistance(featureNew);
        Map<String, String> redisMap = redisTemplate.opsForHash().entries(VEHICLE_FILE_PLATE_NUMBER);
        List<JSONObject> tempInfoList = new ArrayList<>();
        // 相似度字段名
        final String thresholdStr = "threshold";
        for (Map.Entry<String, String> entry : redisMap.entrySet()) {
            RabbitMQVehicle rabbitMqVehicle = JSON.parseObject(entry.getValue(), RabbitMQVehicle.class);
            if (null == rabbitMqVehicle) {
                continue;
            }
            double[] dbFeature = rabbitMqVehicle.getVehicle_fea_feature();
            // 缓存中车辆的特征值信息
            double dbDistance = compareDistance.getDistance(dbFeature);
            // 计算相似度
            double threshold = compareDistance.simDistance(featureNew, currentFeature, dbFeature, dbDistance);
            // 计算结果是NaN的情况不计入数据
            if (Double.isNaN(threshold)) {
                continue;
            }
            JSONObject tempObj = JSON.parseObject(JSON.toJSONString(rabbitMqVehicle));
            // 相似度保留2位小数
            DecimalFormat decimalFormat = new DecimalFormat("#0.00");
            if (Double.parseDouble(decimalFormat.format(threshold)) >= 1) {
                tempObj.put(thresholdStr, "1");
            } else {
                tempObj.put(thresholdStr, decimalFormat.format(threshold));
            }
            tempInfoList.add(tempObj);
        }
        // 获取相似度最高的一项
        JSONObject finalObj = Collections.max(tempInfoList, Comparator.comparingDouble(value -> value.getDoubleValue(thresholdStr)));
        // 低于相似值下限则认为没有相关档案
        if (FEATURE_LOWER_LIMIT > finalObj.getDoubleValue(thresholdStr)) {
            return null;
        }
        return finalObj;
    }
    /**
     * 通过过车序号查询车辆的信息(转base64解析图片)
     *
     * @param gcxh    车辆序号
     * @param picfile 图片文件
     * @return 结果集
     */
    @Override
    public JSONObject findByGcxh(int gcxh, MultipartFile picfile) {
        return specialtyServices.findByGcxh(gcxh, picfile);
    }
    /**
     * 司机信息
     *
     * @param params 请求参数
     * @return 结果集
     */
    @Override
    public PageResult driverFiles(VehicleFilePlateNumParam params) {
        Criteria criteria = new Criteria();
        criteria.and(vehiclePlateHphm).is(params.getPlateNumber());
        criteria.and("personUrl").ne(null);
        Query query = Query.query(criteria);
        query.fields().include("pictime");
        query.fields().include(vehiclePlateHphm);
        query.fields().include("longitude");
        query.fields().include("latitude");
        query.fields().include("personUrl");
        query.fields().include("equipmentName");
        query.fields().include("id");
        List<RabbitMQVehicle> rabbitMqVehicles = mongoTemplate.find(query.with(Sort.by(Sort.Order.desc("pictime")))
                .limit(params.getPagevolume())
                .skip((params.getCurrentpage() - 1) * params.getPagevolume()), RabbitMQVehicle.class);
        List<VvehicleFileDriverResult> resultList = new ArrayList<>();
        SimpleDateFormat simpleDateFormat = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
        for (RabbitMQVehicle rabbitMqVehicle : rabbitMqVehicles) {
            if (null == rabbitMqVehicle) {
                continue;
            }
            VvehicleFileDriverResult tempResult = JSON.parseObject(JSON.toJSONString(rabbitMqVehicle), VvehicleFileDriverResult.class);
            tempResult.setPicurl(rabbitMqVehicle.getPersonUrl());
            tempResult.setPlateNumber(rabbitMqVehicle.getVehicle_plate_hphm());
            tempResult.setPictime(simpleDateFormat.format(new Date(rabbitMqVehicle.getPictime())));
            resultList.add(tempResult);
        }
        // 总条数
        long total = mongoTemplate.count(query, RabbitMQVehicle.class);
        // 总页数
        int totalPage = (int) Math.ceil((double) total / params.getPagevolume());
        return new PageResult<>(totalPage, resultList);
    }
}