考核方法重构为策略+工厂

fuliqi

2024-07-30 c5d01f8f7aa947baa726296b58677c2b1074ec1d

考核方法重构为策略+工厂

 ycl-server/src/main/java/com/ycl/calculate/CalculationStrategy.java

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@@ -0,0 +1,7 @@
package com.ycl.calculate;

import java.util.List;

public interface CalculationStrategy<T> {
    void calculate(List<T> list);
}

 ycl-server/src/main/java/com/ycl/calculate/CarSiteOnlineCalculation.java

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@@ -0,0 +1,148 @@
package com.ycl.calculate;

import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.ycl.platform.domain.entity.CheckIndexCar;
import com.ycl.platform.domain.entity.TMonitor;
import com.ycl.platform.domain.result.HK.SnapshotDataMonitorResult;
import com.ycl.platform.mapper.CheckIndexCarMapper;
import com.ycl.platform.service.ICheckIndexCarService;
import com.ycl.platform.service.ITMonitorService;
import com.ycl.system.mapper.SysConfigMapper;
import constant.ApiConstants;
import constant.CheckConstants;
import constant.CheckSnapCountConstants;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
import org.springframework.util.CollectionUtils;
import utils.DateUtils;

import java.math.BigDecimal;
import java.math.RoundingMode;
import java.util.*;
import java.util.function.Function;
import java.util.stream.Collectors;

/**
 * 计算车辆、人脸点位在线率、视图库对接稳定性
 * 获取分省厅、区域的map<k,v> k为deptId或者Province_deptId
 * 循环map计算点位在线率
 * 更新或新增
 */
@Component
public class CarSiteOnlineCalculation implements CalculationStrategy<SnapshotDataMonitorResult> {
    @Autowired
    private CheckIndexCarMapper checkIndexCarMapper;
    @Autowired
    private SysConfigMapper sysConfigMapper;
    @Autowired
    private ITMonitorService monitorService;
    @Autowired
    private ICheckIndexCarService checkIndexCarService;

    //区域车辆点位在线指标的内部类
    private static class AreaStats {
        int totalSites = 0;
        int offlineSites = 0;
        int totalDataSum = 0;
    }

    @Override
    public void calculate(List<SnapshotDataMonitorResult> list) {
        if (CollectionUtils.isEmpty(list)) {
            return;
        }
        Map<String, AreaStats> areaStatsMap = new HashMap<>();
        Map<String, TMonitor> monitorMap = monitorService.list(new QueryWrapper<TMonitor>()
                        .in("serial_number", list.stream().map(SnapshotDataMonitorResult::getExternalIndexCode).collect(Collectors.toList())))
                .stream().collect(Collectors.toMap(TMonitor::getSerialNumber, Function.identity()));

        // TODO: 分省厅市局 需要补充集合数据
        List<String> provinceIds = new ArrayList<>(); // 这里需要根据点位补充

        for (SnapshotDataMonitorResult result : list) {
            TMonitor monitor = monitorMap.get(result.getExternalIndexCode());
            if (monitor == null) continue;

            String deptId = monitor.getDeptId().toString();
            updateAreaStats(areaStatsMap, deptId, result);

            // 处理省厅数据
            if (!CollectionUtils.isEmpty(provinceIds) && provinceIds.contains(monitor.getSerialNumber())) {
                String provinceKey = "Province_" + deptId;
                updateAreaStats(areaStatsMap, provinceKey, result);
            }
        }

        //获取2022同期抓拍平均值 省厅、市局
        BigDecimal cityCountAvg = getAverageCount(CheckSnapCountConstants.City);
        BigDecimal countyCountAvg = getAverageCount(CheckSnapCountConstants.County);

        // 查询今日数据
        List<CheckIndexCar> checkIndexCarList = checkIndexCarMapper.selectToday(DateUtils.getDate());
        List<CheckIndexCar> checkIndexCars = new ArrayList<>();
        areaStatsMap.forEach((deptId, stats) -> {
            if (stats.totalSites > 0) {
                CheckIndexCar checkIndexCar = createOrUpdateCheckIndexCar(deptId, stats, cityCountAvg, countyCountAvg, checkIndexCarList);
                checkIndexCars.add(checkIndexCar);
            }
        });

        checkIndexCarService.saveOrUpdateBatch(checkIndexCars);
    }

    //累计总点位数、离线数、总抓拍量
    private void updateAreaStats(Map<String, AreaStats> areaStatsMap, String key, SnapshotDataMonitorResult result) {
        //返回对象的引用，如果不存在会放入新的key,value
        AreaStats stats = areaStatsMap.computeIfAbsent(key, k -> new AreaStats());
        stats.totalSites++;
        if (ApiConstants.HK_SnapCount_ResultType_Null == result.getResultType()) {
            stats.offlineSites++;
        } else {
            stats.totalDataSum += result.getDataCount();
        }
    }

    //获取2022同期抓拍平均值
    private BigDecimal getAverageCount(String configKey) {
        String count = sysConfigMapper.checkConfigKeyUnique(configKey).getConfigValue();
        return new BigDecimal(count).multiply(new BigDecimal(CheckSnapCountConstants.Multiply))
                .divide(new BigDecimal(CheckSnapCountConstants.CountyNum), 0, RoundingMode.HALF_UP);
    }

    //车辆点位在线率和视图库对接稳定性
    private CheckIndexCar createOrUpdateCheckIndexCar(String key, AreaStats stats, BigDecimal cityCountAvg, BigDecimal countyCountAvg, List<CheckIndexCar> checkIndexCarList) {
        CheckIndexCar checkIndexCar;

        // 检查是否已存在今日数据
        Optional<CheckIndexCar> existingCar = checkIndexCarList.stream()
                .filter(car -> key.equals(car.getDeptId().toString()) &&
                        (key.startsWith("Province_") ? CheckConstants.Examine_Tag_City.equals(car.getExamineTag())
                                : CheckConstants.Examine_Tag_County.equals(car.getExamineTag())))
                .findFirst();

        if (existingCar.isPresent()) {
            checkIndexCar = existingCar.get();
        } else {
            checkIndexCar = new CheckIndexCar();
            checkIndexCar.setDeptId(key.startsWith("Province_") ? Long.parseLong(key.split("_")[1]) : Long.parseLong(key));
            checkIndexCar.setExamineTag(key.startsWith("Province_") ? CheckConstants.Examine_Tag_City : CheckConstants.Examine_Tag_County);
            checkIndexCar.setCreateTime(new Date());
        }
        //调用点位在线计算方法
        Map<String, Object> siteOnlineParam = new HashMap<>();
        siteOnlineParam.put("totalSites", stats.totalSites);
        siteOnlineParam.put("offlineSites", stats.offlineSites);
        BigDecimal siteOnline = IndexCalculationUtils.siteOnline(siteOnlineParam);
        checkIndexCar.setSiteOnline(siteOnline);
        //视图库对接稳定性
        BigDecimal avgCount = key.startsWith("Province_") ? cityCountAvg : countyCountAvg;
        Map<String, Object> viewConnectParam = new HashMap<>();
        viewConnectParam.put("totalDataSum", stats.totalDataSum);
        viewConnectParam.put("avgCount", avgCount);
        BigDecimal viewConnectStability = IndexCalculationUtils.viewConnectStability(viewConnectParam);
        checkIndexCar.setViewConnectStability(viewConnectStability);
        return checkIndexCar;
    }


}

 ycl-server/src/main/java/com/ycl/calculate/FaceSiteOnlineCalculation.java

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@@ -0,0 +1,149 @@
package com.ycl.calculate;

import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.ycl.platform.domain.entity.CheckIndexCar;
import com.ycl.platform.domain.entity.CheckIndexFace;
import com.ycl.platform.domain.entity.TMonitor;
import com.ycl.platform.domain.result.HK.SnapshotDataMonitorResult;
import com.ycl.platform.mapper.CheckIndexCarMapper;
import com.ycl.platform.mapper.CheckIndexFaceMapper;
import com.ycl.platform.service.ICheckIndexCarService;
import com.ycl.platform.service.ICheckIndexFaceService;
import com.ycl.platform.service.ITMonitorService;
import com.ycl.platform.service.impl.CheckIndexFaceServiceImpl;
import com.ycl.system.mapper.SysConfigMapper;
import com.ycl.system.mapper.SysDeptMapper;
import constant.ApiConstants;
import constant.CheckConstants;
import constant.CheckSnapCountConstants;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Component;
import org.springframework.util.CollectionUtils;
import utils.DateUtils;

import java.math.BigDecimal;
import java.math.RoundingMode;
import java.util.*;
import java.util.function.Function;
import java.util.stream.Collectors;

/**
 * 计算人脸点位在线率、视图库对接稳定性
 * 获取分省厅、区域的map<k,v> k为deptId或者Province_deptId
 * 循环map计算点位在线率
 * 更新或新增
 */
@Component
public class FaceSiteOnlineCalculation implements CalculationStrategy<SnapshotDataMonitorResult> {
    @Autowired
    private CheckIndexFaceMapper checkIndexFaceMapper;
    @Autowired
    private ICheckIndexFaceService checkIndexFaceService;
    @Autowired
    private SysConfigMapper sysConfigMapper;
    @Autowired
    private ITMonitorService monitorService;

    //区域人脸点位在线指标的内部类
    private static class AreaStats {
        int totalSites = 0;
        int offlineSites = 0;
        int totalDataSum = 0;
    }

    @Override
    public void calculate(List<SnapshotDataMonitorResult> list) {
        if (CollectionUtils.isEmpty(list)) {
            return;
        }

        Map<String, AreaStats> areaStatsMap = new HashMap<>();
        Map<String, TMonitor> monitorMap = monitorService.list(new QueryWrapper<TMonitor>()
                        .in("serial_number", list.stream().map(SnapshotDataMonitorResult::getExternalIndexCode).collect(Collectors.toList())))
                .stream().collect(Collectors.toMap(TMonitor::getSerialNumber, Function.identity()));

        // TODO: 分省厅市局 需要补充集合数据
        List<String> provinceIds = new ArrayList<>(); // 这里需要根据点位补充

        for (SnapshotDataMonitorResult result : list) {
            TMonitor monitor = monitorMap.get(result.getExternalIndexCode());
            if (monitor == null) continue;

            String deptId = monitor.getDeptId().toString();
            updateAreaStats(areaStatsMap, deptId, result);

            // 处理省厅数据
            if (!CollectionUtils.isEmpty(provinceIds) && provinceIds.contains(monitor.getSerialNumber())) {
                String provinceKey = "Province_" + deptId;
                updateAreaStats(areaStatsMap, provinceKey, result);
            }
        }

        //获取2022同期抓拍平均值 省厅、市局
        BigDecimal cityCountAvg = getAverageCount(CheckSnapCountConstants.City);
        BigDecimal countyCountAvg = getAverageCount(CheckSnapCountConstants.County);

        // 查询今日数据
        List<CheckIndexFace> checkIndexFaceList = checkIndexFaceMapper.selectToday(DateUtils.getDate());
        List<CheckIndexFace> checkIndexFaces = new ArrayList<>();
        areaStatsMap.forEach((deptId, stats) -> {
            if (stats.totalSites > 0) {
                CheckIndexFace checkIndexFace = createOrUpdateCheckIndexFace(deptId, stats, cityCountAvg, countyCountAvg, checkIndexFaceList);
                checkIndexFaces.add(checkIndexFace);
            }
        });

        checkIndexFaceService.saveOrUpdateBatch(checkIndexFaces);
    }

    //累计总点位数、离线数、总抓拍量
    private void updateAreaStats(Map<String, AreaStats> areaStatsMap, String key, SnapshotDataMonitorResult result) {
        //返回对象的引用，如果不存在会放入新的key,value
        AreaStats stats = areaStatsMap.computeIfAbsent(key, k -> new AreaStats());
        stats.totalSites++;
        if (ApiConstants.HK_SnapCount_ResultType_Null == result.getResultType()) {
            stats.offlineSites++;
        } else {
            stats.totalDataSum += result.getDataCount();
        }
    }

    //获取2022同期抓拍平均值
    private BigDecimal getAverageCount(String configKey) {
        String count = sysConfigMapper.checkConfigKeyUnique(configKey).getConfigValue();
        return new BigDecimal(count).multiply(new BigDecimal(CheckSnapCountConstants.Multiply))
                .divide(new BigDecimal(CheckSnapCountConstants.CountyNum), 0, RoundingMode.HALF_UP);
    }

    //车辆点位在线率和视图库对接稳定性
    private CheckIndexFace createOrUpdateCheckIndexFace(String key, AreaStats stats, BigDecimal cityCountAvg, BigDecimal countyCountAvg, List<CheckIndexFace> checkIndexFaceList) {
        CheckIndexFace checkIndexFace;

        // 检查是否已存在今日数据
        Optional<CheckIndexFace> existingFace = checkIndexFaceList.stream()
                .filter(face -> key.equals(face.getDeptId().toString()) &&
                        (key.startsWith("Province_") ? CheckConstants.Examine_Tag_City.equals(face.getExamineTag())
                                : CheckConstants.Examine_Tag_County.equals(face.getExamineTag())))
                .findFirst();

        if (existingFace.isPresent()) {
            checkIndexFace = existingFace.get();
        } else {
            checkIndexFace = new CheckIndexFace();
            checkIndexFace.setDeptId(key.startsWith("Province_") ? Long.parseLong(key.split("_")[1]) : Long.parseLong(key));
            checkIndexFace.setExamineTag(key.startsWith("Province_") ? CheckConstants.Examine_Tag_City : CheckConstants.Examine_Tag_County);
            checkIndexFace.setCreateTime(new Date());
        }

        // 点位在线率
        BigDecimal totalSitesBd = new BigDecimal(stats.totalSites);
        BigDecimal offlineSitesBd = new BigDecimal(stats.offlineSites);
        BigDecimal onlineSitesBd = totalSitesBd.subtract(offlineSitesBd);
        checkIndexFace.setSiteOnline(onlineSitesBd.divide(totalSitesBd, 4, RoundingMode.HALF_UP));
        //视图库对接稳定性
        BigDecimal avgCount = key.startsWith("Province_") ? cityCountAvg : countyCountAvg;
        checkIndexFace.setViewConnectStability(new BigDecimal(stats.totalDataSum).divide(avgCount, 4, RoundingMode.HALF_UP));

        return checkIndexFace;
    }
}

 ycl-server/src/main/java/com/ycl/calculate/IndexCalculationUtils.java

New file
@@ -0,0 +1,30 @@
package com.ycl.calculate;


import org.springframework.stereotype.Service;

import java.math.BigDecimal;
import java.math.RoundingMode;
import java.util.Map;

/**
 * 计算公式
 */
public class IndexCalculationUtils {

    //点位在线率
    public static BigDecimal siteOnline(Map<String, Object> param) {
        BigDecimal totalSitesBd = new BigDecimal((Integer) param.get("totalSites"));
        BigDecimal offlineSitesBd = new BigDecimal((Integer) param.get("offlineSites"));
        BigDecimal onlineSitesBd = totalSitesBd.subtract(offlineSitesBd);
        return onlineSitesBd.divide(totalSitesBd, 4, RoundingMode.HALF_UP);
    }

    //视图库对接稳定性
    public static BigDecimal viewConnectStability(Map<String, Object> param){
        BigDecimal totalDataSum = new BigDecimal((Integer) param.get("totalDataSum"));
        BigDecimal avgCount = new BigDecimal((Integer) param.get("avgCount"));
        return totalDataSum.divide(avgCount, 4, RoundingMode.HALF_UP);
    }

}

 ycl-server/src/main/java/com/ycl/factory/IndexCalculationFactory.java

New file
@@ -0,0 +1,19 @@
package com.ycl.factory;

import com.ycl.calculate.CalculationStrategy;
import com.ycl.calculate.CarSiteOnlineCalculation;

import java.util.HashMap;
import java.util.Map;

public class IndexCalculationFactory {
    private static final Map<String, CalculationStrategy> calculators = new HashMap<>();

    static {
        calculators.put("siteOnline", new CarSiteOnlineCalculation());
    }

    public static CalculationStrategy getCalculator(String indexName) {
        return calculators.get(indexName);
    }
}

 ycl-server/src/main/java/com/ycl/platform/service/ICheckIndexCarService.java

@@ -62,9 +62,4 @@
     */
    public int deleteCheckIndexCarById(Long id);

    /**
     * 计算车辆点位在线率
     * @param list
     */
    void siteOnline(List<SnapshotDataMonitorResult> list);
}

 ycl-server/src/main/java/com/ycl/platform/service/ICheckIndexFaceService.java

@@ -63,10 +63,4 @@
     */
    public int deleteCheckIndexFaceById(Long id);

    /**
     * 计算人脸点位在线率
     * @param list
     */
    void siteOnline(List<SnapshotDataMonitorResult> list);

}

 ycl-server/src/main/java/com/ycl/platform/service/impl/CheckIndexCarServiceImpl.java

@@ -1,34 +1,19 @@
package com.ycl.platform.service.impl;

import com.baomidou.mybatisplus.core.conditions.query.QueryWrapper;
import com.baomidou.mybatisplus.extension.service.impl.ServiceImpl;
import com.ycl.platform.domain.entity.CalculateReport;
import com.ycl.calculate.IndexCalculationUtils;
import com.ycl.platform.domain.entity.CheckIndexCar;
import com.ycl.platform.domain.entity.TMonitor;
import com.ycl.platform.domain.result.HK.SnapshotDataMonitorResult;
import com.ycl.platform.mapper.CalculateReportMapper;
import com.ycl.platform.mapper.CheckIndexCarMapper;
import com.ycl.platform.service.ICheckIndexCarService;
import com.ycl.platform.service.ITMonitorService;
import com.ycl.system.domain.SysConfig;
import com.ycl.system.entity.SysDept;
import com.ycl.system.mapper.SysConfigMapper;
import com.ycl.system.mapper.SysDeptMapper;
import constant.ApiConstants;
import constant.CheckConstants;
import constant.CheckSnapCountConstants;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.stereotype.Service;
import org.springframework.util.CollectionUtils;
import utils.DateUtils;

import java.math.BigDecimal;
import java.math.RoundingMode;
import java.text.SimpleDateFormat;
import java.util.*;
import java.util.function.Function;
import java.util.stream.Collectors;

/**
 * 车辆指标概率数据Service业务层处理
@@ -47,7 +32,6 @@
    private ITMonitorService monitorService;
    @Autowired
    private SysDeptMapper deptMapper;

    /**
     * 查询车辆指标概率数据
     *
@@ -114,116 +98,4 @@
    public int deleteCheckIndexCarById(Long id) {
        return checkIndexCarMapper.deleteCheckIndexCarById(id);
    }

    /**
     * 计算车辆点位在线率、视图库对接稳定性
     * 获取分省厅、区域的map<k,v> k为deptId或者Province_deptId
     * 循环map计算点位在线率
     * 更新或新增
     *
     * @param list
     */
    //TODO：任务顺序需要排在一机一档之后
    @Override
    public void siteOnline(List<SnapshotDataMonitorResult> list) {
        if (CollectionUtils.isEmpty(list)) {
            return;
        }

        Map<String, AreaStats> areaStatsMap = new HashMap<>();
        Map<String, TMonitor> monitorMap = monitorService.list(new QueryWrapper<TMonitor>()
                        .in("serial_number", list.stream().map(SnapshotDataMonitorResult::getExternalIndexCode).collect(Collectors.toList())))
                .stream().collect(Collectors.toMap(TMonitor::getSerialNumber, Function.identity()));

        // TODO: 分省厅市局 需要补充集合数据
        List<String> provinceIds = new ArrayList<>(); // 这里需要根据点位补充

        for (SnapshotDataMonitorResult result : list) {
            TMonitor monitor = monitorMap.get(result.getExternalIndexCode());
            if (monitor == null) continue;

            String deptId = monitor.getDeptId().toString();
            updateAreaStats(areaStatsMap, deptId, result);

            // 处理省厅数据
            if (!CollectionUtils.isEmpty(provinceIds) && provinceIds.contains(monitor.getSerialNumber())) {
                String provinceKey = "Province_" + deptId;
                updateAreaStats(areaStatsMap, provinceKey, result);
            }
        }

        //获取2022同期抓拍平均值 省厅、市局
        BigDecimal cityCountAvg = getAverageCount(CheckSnapCountConstants.City);
        BigDecimal countyCountAvg = getAverageCount(CheckSnapCountConstants.County);

        // 查询今日数据
        List<CheckIndexCar> checkIndexCarList = checkIndexCarMapper.selectToday(DateUtils.getDate());
        List<CheckIndexCar> checkIndexCars = new ArrayList<>();
        areaStatsMap.forEach((deptId, stats) -> {
            if (stats.totalSites > 0) {
                CheckIndexCar checkIndexCar = createOrUpdateCheckIndexCar(deptId, stats, cityCountAvg, countyCountAvg, checkIndexCarList);
                checkIndexCars.add(checkIndexCar);
            }
        });

        saveOrUpdateBatch(checkIndexCars);
    }

    //累计总点位数、离线数、总抓拍量
    private void updateAreaStats(Map<String, AreaStats> areaStatsMap, String key, SnapshotDataMonitorResult result) {
        //返回对象的引用，如果不存在会放入新的key,value
        AreaStats stats = areaStatsMap.computeIfAbsent(key, k -> new AreaStats());
        stats.totalSites++;
        if (ApiConstants.HK_SnapCount_ResultType_Null == result.getResultType()) {
            stats.offlineSites++;
        } else {
            stats.totalDataSum += result.getDataCount();
        }
    }

    //获取2022同期抓拍平均值
    private BigDecimal getAverageCount(String configKey) {
        String count = sysConfigMapper.checkConfigKeyUnique(configKey).getConfigValue();
        return new BigDecimal(count).multiply(new BigDecimal(CheckSnapCountConstants.Multiply))
                .divide(new BigDecimal(CheckSnapCountConstants.CountyNum), 0, RoundingMode.HALF_UP);
    }
    //车辆点位在线率和视图库对接稳定性
    private CheckIndexCar createOrUpdateCheckIndexCar(String key, AreaStats stats, BigDecimal cityCountAvg, BigDecimal countyCountAvg, List<CheckIndexCar> checkIndexCarList) {
        CheckIndexCar checkIndexCar;

        // 检查是否已存在今日数据
        Optional<CheckIndexCar> existingCar = checkIndexCarList.stream()
                .filter(car -> key.equals(car.getDeptId().toString()) &&
                        (key.startsWith("Province_") ? CheckConstants.Examine_Tag_City.equals(car.getExamineTag())
                                : CheckConstants.Examine_Tag_County.equals(car.getExamineTag())))
                .findFirst();

        if (existingCar.isPresent()) {
            checkIndexCar = existingCar.get();
        } else {
            checkIndexCar = new CheckIndexCar();
            checkIndexCar.setDeptId(key.startsWith("Province_") ? Long.parseLong(key.split("_")[1]) : Long.parseLong(key));
            checkIndexCar.setExamineTag(key.startsWith("Province_") ? CheckConstants.Examine_Tag_City : CheckConstants.Examine_Tag_County);
            checkIndexCar.setCreateTime(new Date());
        }

        // 点位在线率
        BigDecimal totalSitesBd = new BigDecimal(stats.totalSites);
        BigDecimal offlineSitesBd = new BigDecimal(stats.offlineSites);
        BigDecimal onlineSitesBd = totalSitesBd.subtract(offlineSitesBd);
        checkIndexCar.setSiteOnline(onlineSitesBd.divide(totalSitesBd, 4, RoundingMode.HALF_UP));
        //视图库对接稳定性
        BigDecimal avgCount = key.startsWith("Province_") ? cityCountAvg : countyCountAvg;
        checkIndexCar.setViewConnectStability(new BigDecimal(stats.totalDataSum).divide(avgCount, 4, RoundingMode.HALF_UP));

        return checkIndexCar;
    }

    //区域车辆点位在线指标的内部类
    private static class AreaStats {
        int totalSites = 0;
        int offlineSites = 0;
        int totalDataSum = 0;
    }

}

 ycl-server/src/main/java/com/ycl/platform/service/impl/CheckIndexFaceServiceImpl.java

@@ -109,115 +109,7 @@
        return checkIndexFaceMapper.deleteCheckIndexFaceById(id);
    }

    /**
     * 计算人脸点位在线率、视图库对接稳定性
     * 获取分省厅、区域的map<k,v> k为deptId或者Province_deptId
     * 循环map计算点位在线率
     * 更新或新增
     *
     * @param list
     */
    //TODO：任务顺序需要排在一机一档之后
    @Override
    public void siteOnline(List<SnapshotDataMonitorResult> list) {
        if (CollectionUtils.isEmpty(list)) {
            return;
        }

        Map<String, AreaStats> areaStatsMap = new HashMap<>();
        Map<String, TMonitor> monitorMap = monitorService.list(new QueryWrapper<TMonitor>()
                        .in("serial_number", list.stream().map(SnapshotDataMonitorResult::getExternalIndexCode).collect(Collectors.toList())))
                .stream().collect(Collectors.toMap(TMonitor::getSerialNumber, Function.identity()));

        // TODO: 分省厅市局 需要补充集合数据
        List<String> provinceIds = new ArrayList<>(); // 这里需要根据点位补充

        for (SnapshotDataMonitorResult result : list) {
            TMonitor monitor = monitorMap.get(result.getExternalIndexCode());
            if (monitor == null) continue;

            String deptId = monitor.getDeptId().toString();
            updateAreaStats(areaStatsMap, deptId, result);

            // 处理省厅数据
            if (!CollectionUtils.isEmpty(provinceIds) && provinceIds.contains(monitor.getSerialNumber())) {
                String provinceKey = "Province_" + deptId;
                updateAreaStats(areaStatsMap, provinceKey, result);
            }
        }

        //获取2022同期抓拍平均值 省厅、市局
        BigDecimal cityCountAvg = getAverageCount(CheckSnapCountConstants.City);
        BigDecimal countyCountAvg = getAverageCount(CheckSnapCountConstants.County);

        // 查询今日数据
        List<CheckIndexFace> checkIndexFaceList = checkIndexFaceMapper.selectToday(DateUtils.getDate());
        List<CheckIndexFace> checkIndexFaces = new ArrayList<>();
        areaStatsMap.forEach((deptId, stats) -> {
            if (stats.totalSites > 0) {
                CheckIndexFace checkIndexFace = createOrUpdateCheckIndexFace(deptId, stats, cityCountAvg, countyCountAvg, checkIndexFaceList);
                checkIndexFaces.add(checkIndexFace);
            }
        });

        saveOrUpdateBatch(checkIndexFaces);
    }

    //累计总点位数、离线数、总抓拍量
    private void updateAreaStats(Map<String, AreaStats> areaStatsMap, String key, SnapshotDataMonitorResult result) {
        //返回对象的引用，如果不存在会放入新的key,value
        AreaStats stats = areaStatsMap.computeIfAbsent(key, k -> new AreaStats());
        stats.totalSites++;
        if (ApiConstants.HK_SnapCount_ResultType_Null == result.getResultType()) {
            stats.offlineSites++;
        } else {
            stats.totalDataSum += result.getDataCount();
        }
    }

    //获取2022同期抓拍平均值
    private BigDecimal getAverageCount(String configKey) {
        String count = sysConfigMapper.checkConfigKeyUnique(configKey).getConfigValue();
        return new BigDecimal(count).multiply(new BigDecimal(CheckSnapCountConstants.Multiply))
                .divide(new BigDecimal(CheckSnapCountConstants.CountyNum), 0, RoundingMode.HALF_UP);
    }
    //车辆点位在线率和视图库对接稳定性
    private CheckIndexFace createOrUpdateCheckIndexFace(String key, AreaStats stats, BigDecimal cityCountAvg, BigDecimal countyCountAvg, List<CheckIndexFace> checkIndexFaceList) {
        CheckIndexFace checkIndexFace;

        // 检查是否已存在今日数据
        Optional<CheckIndexFace> existingFace = checkIndexFaceList.stream()
                .filter(face -> key.equals(face.getDeptId().toString()) &&
                        (key.startsWith("Province_") ? CheckConstants.Examine_Tag_City.equals(face.getExamineTag())
                                : CheckConstants.Examine_Tag_County.equals(face.getExamineTag())))
                .findFirst();

        if (existingFace.isPresent()) {
            checkIndexFace = existingFace.get();
        } else {
            checkIndexFace = new CheckIndexFace();
            checkIndexFace.setDeptId(key.startsWith("Province_") ? Long.parseLong(key.split("_")[1]) : Long.parseLong(key));
            checkIndexFace.setExamineTag(key.startsWith("Province_") ? CheckConstants.Examine_Tag_City : CheckConstants.Examine_Tag_County);
            checkIndexFace.setCreateTime(new Date());
        }

        // 点位在线率
        BigDecimal totalSitesBd = new BigDecimal(stats.totalSites);
        BigDecimal offlineSitesBd = new BigDecimal(stats.offlineSites);
        BigDecimal onlineSitesBd = totalSitesBd.subtract(offlineSitesBd);
        checkIndexFace.setSiteOnline(onlineSitesBd.divide(totalSitesBd, 4, RoundingMode.HALF_UP));
        //视图库对接稳定性
        BigDecimal avgCount = key.startsWith("Province_") ? cityCountAvg : countyCountAvg;
        checkIndexFace.setViewConnectStability(new BigDecimal(stats.totalDataSum).divide(avgCount, 4, RoundingMode.HALF_UP));

        return checkIndexFace;
    }

    //区域车辆点位在线指标的内部类
    private static class AreaStats {
        int totalSites = 0;
        int offlineSites = 0;
        int totalDataSum = 0;
    }

}

 ycl-server/src/main/java/com/ycl/task/HKTask.java

@@ -2,6 +2,8 @@

import com.alibaba.fastjson2.JSONObject;
import com.mongodb.client.result.DeleteResult;
import com.ycl.calculate.CalculationStrategy;
import com.ycl.factory.IndexCalculationFactory;
import com.ycl.platform.domain.param.HK.*;
import com.ycl.platform.domain.result.HK.*;
import com.ycl.platform.service.ICheckIndexCarService;