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2024-11-11 b2aca2d1f4d9d23d7d2ff018f60faa3b3706f9f0

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7fd198	1	package com.iailab.module.model.api;
潘	2
	3	import com.alibaba.fastjson.JSON;
9162d9	4	import com.iailab.framework.common.util.object.ConvertUtils;
7fd198	5	import com.iailab.module.model.api.mdk.MdkApi;
潘	6	import com.iailab.module.model.api.mdk.dto.*;
	7	import com.iailab.framework.common.pojo.CommonResult;
	8	import com.iailab.module.model.mcs.pre.entity.DmModuleEntity;
	9	import com.iailab.module.model.mcs.pre.service.DmModuleService;
	10	import com.iailab.module.model.mcs.pre.service.MmPredictItemService;
9162d9	11	import com.iailab.module.model.mdk.factory.ItemEntityFactory;
潘	12	import com.iailab.module.model.mdk.factory.PredictItemFactory;
	13	import com.iailab.module.model.mdk.predict.PredictItemHandler;
7fd198	14	import com.iailab.module.model.mdk.predict.PredictModuleHandler;
9162d9	15	import com.iailab.module.model.mdk.predict.PredictResultHandler;
054fb9	16	import com.iailab.module.model.mdk.schedule.ScheduleModelHandler;
9162d9	17	import com.iailab.module.model.mdk.vo.DataValueVO;
7fd198	18	import com.iailab.module.model.mdk.vo.ItemVO;
潘	19	import com.iailab.module.model.mdk.vo.PredictResultVO;
054fb9	20	import com.iailab.module.model.mdk.vo.ScheduleResultVO;
7fd198	21	import lombok.extern.slf4j.Slf4j;
潘	22	import org.springframework.beans.factory.annotation.Autowired;
9162d9	23	import org.springframework.util.CollectionUtils;
7fd198	24	import org.springframework.validation.annotation.Validated;
潘	25	import org.springframework.web.bind.annotation.RestController;
	26
b2aca2	27	import java.util.*;
7fd198	28	import java.util.stream.Collectors;
潘	29
	30	import static com.iailab.framework.common.pojo.CommonResult.error;
	31	import static com.iailab.framework.common.pojo.CommonResult.success;
	32
	33	/**
	34	* @author PanZhibao
	35	* @Description
	36	* @createTime 2024年08月26日
	37	*/
	38	@Slf4j
	39	@RestController
	40	@Validated
	41	public class MdkApiImpl implements MdkApi {
	42
	43	@Autowired
	44	private DmModuleService dmModuleService;
	45
	46	@Autowired
	47	private MmPredictItemService mmPredictItemService;
	48
	49	@Autowired
	50	private PredictModuleHandler predictModuleHandler;
9162d9	51
潘	52	@Autowired
	53	private ItemEntityFactory itemEntityFactory;
	54
	55	@Autowired
	56	private PredictItemFactory predictItemFactory;
	57
	58	@Autowired
	59	private PredictResultHandler predictResultHandler;
054fb9	60
潘	61	@Autowired
	62	private ScheduleModelHandler scheduleModelHandler;
7fd198	63
潘	64	/**
	65	* 按模块预测
	66	*
	67	* @param reqDTO
	68	* @return
	69	*/
	70	@Override
148842	71	public MdkPredictModuleRespDTO predictModule(MdkPredictReqDTO reqDTO) {
7fd198	72	MdkPredictModuleRespDTO resp = new MdkPredictModuleRespDTO();
潘	73	Map<String, MdkPredictItemRespDTO> predictItemRespMap = new HashMap<>();
	74	try {
	75	if (reqDTO.getPredictTime() == null) {
	76	throw new Exception("PredictTime不能为空");
	77	}
	78	if (reqDTO.getModuleType() == null) {
	79	throw new Exception("ModuleType不能为空");
	80	}
b2aca2	81	Calendar calendar = Calendar.getInstance();
D	82	calendar.setTime(reqDTO.getPredictTime());
	83	calendar.set(Calendar.MILLISECOND, 0);
	84	calendar.set(Calendar.SECOND, 0);
	85	reqDTO.setPredictTime(calendar.getTime());
7fd198	86	log.info("预测参数：" + JSON.toJSONString(reqDTO));
潘	87	MdkPredictModuleRespDTO result = new MdkPredictModuleRespDTO();
	88	result.setPredictTime(reqDTO.getPredictTime());
	89	result.setModuleType(reqDTO.getModuleType());
	90	List<DmModuleEntity> moduleList = dmModuleService.getModuleByModuleType(reqDTO.getModuleType());
	91	log.info("预测计算开始: " + System.currentTimeMillis());
	92	for (DmModuleEntity module : moduleList) {
	93	int intervalTime = 0;
	94	if (module.getPredicttime() != null) {
	95	intervalTime = (int) (reqDTO.getPredictTime().getTime() - module.getPredicttime().getTime()) / (1000 * 60);
	96	}
	97	List<ItemVO> predictItemList = mmPredictItemService.getByModuleId(module.getId());
	98	Map<String, PredictResultVO> predictResultMap = predictModuleHandler.predict(predictItemList, reqDTO.getPredictTime(), intervalTime);
	99	for (Map.Entry<String, PredictResultVO> entry : predictResultMap.entrySet()) {
	100	List<MdkPredictDataDTO> predictData = entry.getValue().getPredictList().stream().map(t-> {
	101	MdkPredictDataDTO dto1 = new MdkPredictDataDTO();
	102	dto1.setDataTime(t.getDataTime());
	103	dto1.setDataValue(t.getDataValue());
	104	return dto1;
	105	}).collect(Collectors.toList());
	106	MdkPredictItemRespDTO itemResp = new MdkPredictItemRespDTO();
	107	itemResp.setItemId(entry.getValue().getPredictId());
	108	itemResp.setPredictData(predictData);
	109	predictItemRespMap.put(entry.getKey(), itemResp);
	110	}
	111	}
	112	log.info("预测计算结束: " + System.currentTimeMillis());
	113	} catch (Exception ex) {
148842	114	ex.printStackTrace();
潘	115	return resp;
7fd198	116	}
潘	117	resp.setPredictItemRespMap(predictItemRespMap);
148842	118	return resp;
7fd198	119	}
潘	120
	121	/**
	122	* 单个预测
	123	*
	124	* @param reqDTO
	125	* @return
	126	*/
	127	@Override
148842	128	public MdkPredictItemRespDTO predictItem(MdkPredictReqDTO reqDTO) {
7fd198	129	MdkPredictItemRespDTO resp = new MdkPredictItemRespDTO();
潘	130
9162d9	131	try {
潘	132	log.info("预测计算开始: " + System.currentTimeMillis());
	133	List<MdkPredictDataDTO> predictData = new ArrayList<>();
	134	ItemVO predictItem = itemEntityFactory.getItemByItemNo(reqDTO.getItemNo());
	135	PredictItemHandler predictItemHandler = (PredictItemHandler)predictItemFactory.create(predictItem.getId());
	136	PredictResultVO predictResult = predictItemHandler.predict(reqDTO.getPredictTime(), predictItem);
	137	Map<String, List<DataValueVO>> resultMap = predictResultHandler.convertToPredictData(predictResult);
	138	if (!CollectionUtils.isEmpty(resultMap)) {
	139	for (Map.Entry<String, List<DataValueVO>> entry : resultMap.entrySet()) {
	140	predictData = ConvertUtils.sourceToTarget(entry.getValue(), MdkPredictDataDTO.class);
	141	}
	142	}
	143	resp.setPredictData(predictData);
	144	resp.setItemId(predictItem.getId());
	145	resp.setPredictTime(reqDTO.getPredictTime());
	146	log.info("预测计算结束: " + System.currentTimeMillis());
	147	} catch (Exception ex) {
1a2b62	148	log.info("预测计算异常: " + System.currentTimeMillis(),ex);
148842	149	return resp;
9162d9	150	}
潘	151
148842	152	return resp;
7fd198	153	}
潘	154
	155	/**
	156	* 预测调整
	157	*
	158	* @param reqDTO
	159	* @return
	160	*/
	161	@Override
148842	162	public Boolean predictAutoAdjust(MdkPredictReqDTO reqDTO) {
7fd198	163
潘	164
148842	165	return true;
7fd198	166	}
潘	167
	168	/**
	169	* 执行调度模型
	170	*
	171	* @param reqDTO
	172	* @return
	173	*/
	174	@Override
148842	175	public MdkScheduleRespDTO doSchedule(MdkScheduleReqDTO reqDTO) {
7fd198	176	MdkScheduleRespDTO resp = new MdkScheduleRespDTO();
054fb9	177	resp.setScheduleCode(reqDTO.getScheduleCode());
潘	178	resp.setScheduleTime(reqDTO.getScheduleTime());
	179	try {
	180	log.info("调度计算开始: " + System.currentTimeMillis());
	181	ScheduleResultVO scheduleResult = scheduleModelHandler.doSchedule(reqDTO.getModelCode(), reqDTO.getScheduleTime());
	182	resp.setResult(scheduleResult.getResult());
	183	log.info("预测计算结束: " + System.currentTimeMillis());
	184	} catch (Exception ex) {
	185	log.info("调度计算异常: " + System.currentTimeMillis());
	186	ex.printStackTrace();
148842	187	return resp;
054fb9	188	}
148842	189	return resp;
7fd198	190	}
潘	191	}