KpiAbsBaseCalculator.java
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package cn.fw.morax.service.biz.calculator.kpi;
import cn.fw.morax.domain.bo.kpi.KpiIndicatorBO;
import cn.fw.morax.domain.db.kpi.*;
import cn.fw.morax.domain.enums.IndicatorTypeEnum;
import cn.fw.morax.domain.enums.ScoreWayEnum;
import cn.fw.morax.domain.enums.TargetCalcTypeEnum;
import cn.fw.morax.domain.enums.TargetTypeEnum;
import cn.fw.morax.service.biz.calculator.Calculator;
import cn.fw.morax.service.data.kpi.*;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.JSONObject;
import com.baomidou.mybatisplus.core.toolkit.CollectionUtils;
import com.baomidou.mybatisplus.core.toolkit.Wrappers;
import com.google.common.base.Strings;
import lombok.extern.slf4j.Slf4j;
import org.apache.commons.lang3.StringUtils;
import org.springframework.beans.factory.annotation.Autowired;
import java.math.BigDecimal;
import java.math.RoundingMode;
import java.time.LocalDate;
import java.util.*;
import java.util.function.Consumer;
/**
* @author : kurisu
* @version : 1.0
* @className : KpiBaseCalculator
* @description : 绩效计算器
* @date : 2022-04-18 11:28
*/
@Slf4j
public abstract class KpiAbsBaseCalculator implements Calculator<KpiGroupUser, KpiIndicatorBO, BigDecimal> {
@Autowired
protected KpiGroupIndicatorHitLogService kpiGroupIndicatorHitLogService;
@Autowired
protected IndicatorUserValueService indicatorUserValueService;
@Autowired
protected KpiGroupIndicatorParamService kpiGroupIndicatorParamService;
@Autowired
protected KpiGroupIndicatorPreconditionService kpiGroupIndicatorPreconditionService;
@Autowired
protected KpiGroupIndicatorPreconditionHitLogService preconditionHitLogService;
@Autowired
protected KpiGroupIndicatorPreconditionLaddersService preconditionLaddersService;
@Autowired
protected KpiGroupIndicatorTargetHitLogService kpiGroupIndicatorTargetHitLogService;
public static void main(String[] args) {
Set<Long> set = new HashSet<>();
set.add(1L);
set.add(2L);
set.add(3L);
String json = JSON.toJSONString(set);
System.out.println(json);
List<Long> set2 = JSON.parseArray(json, Long.class);
System.out.println(set2.toString());
System.out.println(Arrays.toString(set2.toArray()));
String join = StringUtils.join(",", set);
System.out.println(join);
}
/**
* 获取设置类型
*
* @return
*/
public abstract ScoreWayEnum getCalMethod();
/**
* 查询前置条件
*
* @param kpiGroupIndicatorId
* @param kpiGroupId
* @return
*/
protected List<KpiGroupIndicatorPrecondition> queryPrecondition(Long kpiGroupIndicatorId, Long kpiGroupId) {
List<KpiGroupIndicatorPrecondition> preList = kpiGroupIndicatorPreconditionService.list(Wrappers.<KpiGroupIndicatorPrecondition>lambdaQuery()
.eq(KpiGroupIndicatorPrecondition::getKpiGroupIndicatorId, kpiGroupIndicatorId)
.eq(KpiGroupIndicatorPrecondition::getKpiGroupId, kpiGroupId)
.eq(KpiGroupIndicatorPrecondition::getYn, Boolean.TRUE)
.orderByAsc(KpiGroupIndicatorPrecondition::getSort)
);
return Optional.ofNullable(preList).orElse(new ArrayList<>());
}
/**
* 查询指标配置
*
* @param kpiGroupIndicatorId
* @param kpiGroupId
* @return
*/
protected List<KpiGroupIndicatorParam> queryParam(Long kpiGroupIndicatorId, Long kpiGroupId) {
List<KpiGroupIndicatorParam> list = kpiGroupIndicatorParamService.list(Wrappers.<KpiGroupIndicatorParam>lambdaQuery()
.eq(KpiGroupIndicatorParam::getKpiGroupIndicatorId, kpiGroupIndicatorId)
.eq(KpiGroupIndicatorParam::getKpiGroupId, kpiGroupId)
.eq(KpiGroupIndicatorParam::getYn, Boolean.TRUE)
);
return Optional.ofNullable(list).orElse(new ArrayList<>());
}
/**
* 查询指标值
*
* @param userId
* @param groupId
* @param dataDate
* @param indicatorCode
* @return
*/
protected IndicatorUserValue queryValue(Long userId, Long groupId, LocalDate dataDate, String indicatorCode) {
return indicatorUserValueService.getOne(Wrappers.<IndicatorUserValue>lambdaQuery()
.eq(IndicatorUserValue::getUserId, userId)
.eq(IndicatorUserValue::getIndicatorCode, indicatorCode)
.eq(IndicatorUserValue::getDataDate, dataDate)
.eq(IndicatorUserValue::getYn, Boolean.TRUE)
.eq(IndicatorUserValue::getGroupId, groupId)
, Boolean.FALSE
);
}
/**
* 查询具体指标值
*
* @param indicatorCode
* @param originalValue
* @return
*/
protected BigDecimal queryIndicatorValue(String indicatorCode, String originalValue) {
BigDecimal value = BigDecimal.ZERO;
try {
JSONObject jsonObject = JSONObject.parseObject(originalValue);
value = Optional.ofNullable(jsonObject.getBigDecimal(indicatorCode)).orElse(BigDecimal.ZERO);
} catch (Exception e) {
log.error("[{}]指标值转化失败", indicatorCode, e);
}
return value;
}
/**
* 通过前置条件计算绩效得分系数
*
* @param list
* @return
*/
protected BigDecimal calcCoefficient(KpiGroupUser user, List<KpiGroupIndicatorPrecondition> list) {
BigDecimal coefficient = BigDecimal.ONE;
if (CollectionUtils.isEmpty(list)) {
return coefficient;
}
final Long userId = user.getUserId();
for (int i = 0; i < list.size(); i++) {
KpiGroupIndicatorPrecondition precondition = list.get(i);
TargetTypeEnum targetType = precondition.getTargetType();
IndicatorUserValue userValue = queryValue(userId, user.getGroupId(), user.getDataDate(), precondition.getIndicatorCode());
if (Objects.isNull(userValue)) {
return BigDecimal.ZERO;
}
final BigDecimal originValue = queryIndicatorValue(userValue.getIndicatorCode(), userValue.getIndicatorValue());
BigDecimal indicatorValue = originValue;
if (!TargetTypeEnum.NO.equals(targetType)) {
BigDecimal targetValue = precondition.getTargetValue();
TargetCalcTypeEnum targetCalcType = precondition.getTargetCalcType();
if (TargetCalcTypeEnum.TARGET_VALUE.equals(targetCalcType)) {
indicatorValue = indicatorValue.divide(targetValue, 4, RoundingMode.HALF_UP);
} else {
BigDecimal difference = BigDecimal.ONE.subtract(targetValue);
if (BigDecimal.ZERO.compareTo(difference) == 0) {
difference = BigDecimal.ONE;
}
BigDecimal userDiffValue = indicatorValue.subtract(targetValue);
if (userDiffValue.compareTo(BigDecimal.ZERO) <= 0) {
indicatorValue = BigDecimal.ZERO;
} else {
indicatorValue = userDiffValue.divide(difference, 4, RoundingMode.HALF_UP);
}
}
saveTargetHitLog(user, precondition.getId(), IndicatorTypeEnum.PRE, originValue, indicatorValue);
}
coefficient = coefficient.multiply(coefficient(user, precondition.getId(), indicatorValue))
.divide(BigDecimal.ONE, 2, RoundingMode.HALF_UP);
}
return coefficient;
}
protected BigDecimal coefficient(KpiGroupUser user, Long preconditionId, BigDecimal value) {
KpiGroupIndicatorPreconditionLadders ladder = preconditionLaddersService.getOne(Wrappers.<KpiGroupIndicatorPreconditionLadders>lambdaQuery()
.eq(KpiGroupIndicatorPreconditionLadders::getPreconditionId, preconditionId)
.gt(KpiGroupIndicatorPreconditionLadders::getUpper, value)
.le(KpiGroupIndicatorPreconditionLadders::getLower, value)
.eq(KpiGroupIndicatorPreconditionLadders::getYn, Boolean.TRUE),
Boolean.FALSE
);
if (Objects.isNull(ladder)) {
savePreconditionHitLog(user, preconditionId, hitLog -> {
hitLog.setPreconditionLaddersId(-1L);
hitLog.setValue(value);
});
return BigDecimal.ZERO;
}
savePreconditionHitLog(user, preconditionId, hitLog -> {
hitLog.setPreconditionLaddersId(ladder.getId());
hitLog.setValue(value);
});
return ladder.getScorePercent();
}
/**
* 计算最终的指标值
*
* @param paramList
* @param user
* @param kpiGroupIndicatorId
* @return
*/
protected BigDecimal calculateFinalIndValue(List<KpiGroupIndicatorParam> paramList, KpiGroupUser user, Long kpiGroupIndicatorId) {
BigDecimal rate = BigDecimal.ZERO;
if (CollectionUtils.isEmpty(paramList)) {
log.info("指标[{}]配置不存在", kpiGroupIndicatorId);
return rate;
}
for (KpiGroupIndicatorParam param : paramList) {
IndicatorUserValue userValue = queryValue(user.getUserId(), user.getGroupId(), user.getDataDate(), param.getIndicatorCode());
if (Objects.isNull(userValue)) {
log.info("用户[{}]指标[{}]值不存在", user.getUserId(), kpiGroupIndicatorId);
continue;
}
TargetTypeEnum targetType = param.getTargetType();
final BigDecimal originValue = queryIndicatorValue(userValue.getIndicatorCode(), userValue.getIndicatorValue());
BigDecimal indicatorValue = originValue;
if (!TargetTypeEnum.NO.equals(targetType)) {
BigDecimal targetValue = param.getTargetValue();
TargetCalcTypeEnum targetCalcType = param.getTargetCalcType();
if (TargetCalcTypeEnum.TARGET_VALUE.equals(targetCalcType)) {
indicatorValue = indicatorValue.divide(targetValue, 4, RoundingMode.HALF_UP);
} else {
BigDecimal difference = BigDecimal.ONE.subtract(targetValue);
if (BigDecimal.ZERO.compareTo(difference) == 0) {
difference = BigDecimal.ONE;
}
BigDecimal userDiffValue = indicatorValue.subtract(targetValue);
if (userDiffValue.compareTo(BigDecimal.ZERO) <= 0) {
indicatorValue = BigDecimal.ZERO;
} else {
indicatorValue = userDiffValue.divide(difference, 4, RoundingMode.HALF_UP);
}
}
saveTargetHitLog(user, param.getId(), IndicatorTypeEnum.EXAMINE, originValue, indicatorValue);
}
boolean isCap = Boolean.TRUE.equals(param.getCap());
BigDecimal proportion = param.getProportion();
if (isCap) {
indicatorValue = BigDecimal.ONE.compareTo(indicatorValue) > 0 ? indicatorValue : BigDecimal.ONE;
}
rate = rate.add(proportion.multiply(indicatorValue));
}
return rate;
}
protected void savePreconditionHitLog(KpiGroupUser user, Long preconditionId, Consumer<KpiGroupIndicatorPreconditionHitLog> consumer) {
preconditionHitLogService.remove(Wrappers.<KpiGroupIndicatorPreconditionHitLog>lambdaQuery()
.eq(KpiGroupIndicatorPreconditionHitLog::getUserId, user.getUserId())
.eq(KpiGroupIndicatorPreconditionHitLog::getPreconditionId, preconditionId)
.eq(KpiGroupIndicatorPreconditionHitLog::getDataDate, user.getDataDate())
.eq(KpiGroupIndicatorPreconditionHitLog::getGroupId, user.getGroupId())
);
KpiGroupIndicatorPreconditionHitLog hitLog = new KpiGroupIndicatorPreconditionHitLog();
hitLog.setPreconditionId(preconditionId);
hitLog.setUserId(user.getUserId());
hitLog.setDataDate(user.getDataDate());
hitLog.setGroupId(user.getGroupId());
if (consumer != null) {
consumer.accept(hitLog);
}
preconditionHitLogService.save(hitLog);
}
protected void saveTargetHitLog(KpiGroupUser user, Long referId, IndicatorTypeEnum targetType, BigDecimal value, BigDecimal reachValue) {
kpiGroupIndicatorTargetHitLogService.remove(Wrappers.<KpiGroupIndicatorTargetHitLog>lambdaQuery()
.eq(KpiGroupIndicatorTargetHitLog::getUserId, user.getUserId())
.eq(KpiGroupIndicatorTargetHitLog::getTargetType, targetType)
.eq(KpiGroupIndicatorTargetHitLog::getDataDate, user.getDataDate())
.eq(KpiGroupIndicatorTargetHitLog::getReferId, referId)
);
KpiGroupIndicatorTargetHitLog log = new KpiGroupIndicatorTargetHitLog();
log.setReferId(referId);
log.setTargetType(targetType);
log.setUserId(user.getUserId());
log.setValue(value);
log.setReachValue(reachValue);
log.setDataDate(user.getDataDate());
log.setGroupId(user.getGroupId());
log.setYn(Boolean.TRUE);
kpiGroupIndicatorTargetHitLogService.save(log);
}
/**
* 储存命中记录
*
* @param kpiGroupIndicatorId
* @param kpiGroupIndicatorLaddersId
* @param kpiValue
* @param user
*/
protected void saveParamHitLog(Long kpiGroupIndicatorId, Long kpiGroupIndicatorLaddersId, BigDecimal kpiValue, KpiGroupUser user) {
KpiGroupIndicatorHitLog hitLog = new KpiGroupIndicatorHitLog();
hitLog.setKpiGroupIndicatorId(kpiGroupIndicatorId);
hitLog.setKpiGroupIndicatorLaddersId(kpiGroupIndicatorLaddersId);
hitLog.setUserId(user.getUserId());
hitLog.setKpiValue(kpiValue);
hitLog.setDataDate(user.getDataDate());
hitLog.setGroupId(user.getGroupId());
hitLog.setYn(Boolean.TRUE);
kpiGroupIndicatorHitLogService.saveUnique(hitLog);
}
}