package cn.iocoder.yudao.module.bi.service.decision;
|
|
import cn.hutool.core.date.DateUtil;
|
import cn.iocoder.yudao.module.bi.controller.admin.decision.vo.DecisionForecastWorkOrderCreateReqVO;
|
import cn.iocoder.yudao.module.bi.dal.dataobject.decision.BiForecastDataDO;
|
import cn.iocoder.yudao.module.bi.dal.mysql.decision.BiForecastDataMapper;
|
import cn.iocoder.yudao.module.mes.api.workorder.MesProWorkOrderApi;
|
import cn.iocoder.yudao.module.mes.api.workorder.dto.MesProWorkOrderCreateReqDTO;
|
import jakarta.annotation.Resource;
|
import lombok.extern.slf4j.Slf4j;
|
import org.springframework.stereotype.Service;
|
import org.springframework.transaction.annotation.Transactional;
|
|
import java.math.BigDecimal;
|
import java.time.LocalDateTime;
|
import java.util.List;
|
|
import static cn.iocoder.yudao.framework.common.exception.util.ServiceExceptionUtil.exception;
|
import static cn.iocoder.yudao.module.bi.enums.ErrorCodeConstants.BI_FORECAST_NOT_EXISTS;
|
|
/**
|
* 负荷预测 Service 实现
|
*
|
* 本期使用简单移动平均占位，预留 ML 模型接口
|
*
|
* @author 超级管理员
|
*/
|
@Slf4j
|
@Service
|
public class BiForecastServiceImpl implements BiForecastService {
|
|
/**
|
* 工单来源类型：负荷预测（与字典 mes_pro_work_order_source_type 的 value=4 一致）
|
*/
|
private static final Integer WORK_ORDER_SOURCE_TYPE_FORECAST = 4;
|
|
@Resource
|
private BiForecastDataMapper forecastDataMapper;
|
@Resource
|
private MesProWorkOrderApi mesProWorkOrderApi;
|
|
@Override
|
public List<BiForecastDataDO> getForecastList(String forecastCode, LocalDateTime beginTime, LocalDateTime endTime) {
|
return forecastDataMapper.selectListByCodeAndTimeRange(forecastCode, beginTime, endTime);
|
}
|
|
@Override
|
public void generateForecast(String forecastCode, LocalDateTime pointTime) {
|
// 本期占位：简单移动平均预测
|
// 实际项目应集成 ML 模型（ARIMA/Prophet/LSTM）
|
log.info("[generateForecast][生成预测] forecastCode={}, pointTime={}, 当前为占位实现", forecastCode, pointTime);
|
|
BiForecastDataDO forecast = BiForecastDataDO.builder()
|
.forecastCode(forecastCode)
|
.forecastName("负荷预测(占位)")
|
.pointTime(pointTime)
|
.forecastValue(BigDecimal.ZERO)
|
.lowerBound(BigDecimal.ZERO)
|
.upperBound(BigDecimal.ZERO)
|
.confidenceLevel(new BigDecimal("95.00"))
|
.modelVersion("v1.0-placeholder")
|
.build();
|
forecastDataMapper.insert(forecast);
|
}
|
|
@Override
|
@Transactional(rollbackFor = Exception.class)
|
public Long createWorkOrderFromForecast(DecisionForecastWorkOrderCreateReqVO reqVO) {
|
// 1. 校验预测数据存在
|
BiForecastDataDO forecast = forecastDataMapper.selectById(reqVO.getForecastId());
|
if (forecast == null) {
|
throw exception(BI_FORECAST_NOT_EXISTS);
|
}
|
// 2. 组装工单 DTO 并调用 MES API 创建（无产品工单，跳 BOM）
|
MesProWorkOrderCreateReqDTO dto = new MesProWorkOrderCreateReqDTO();
|
dto.setCode(generateWorkOrderCode());
|
dto.setName(reqVO.getWorkOrderName() != null
|
? reqVO.getWorkOrderName()
|
: ("负荷预测-" + forecast.getForecastName()));
|
dto.setType(reqVO.getWorkOrderType());
|
dto.setOrderSourceType(WORK_ORDER_SOURCE_TYPE_FORECAST);
|
dto.setOrderSourceCode(forecast.getForecastCode());
|
dto.setRequestDate(reqVO.getRequestDate());
|
dto.setQuantity(reqVO.getQuantity());
|
dto.setRemark(reqVO.getRemark());
|
return mesProWorkOrderApi.createWorkOrder(dto);
|
}
|
|
private String generateWorkOrderCode() {
|
return "GZ" + DateUtil.format(LocalDateTime.now(), "yyyyMMddHHmmss")
|
+ String.format("%03d", (int) (Math.random() * 1000));
|
}
|
|
}
|
