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2024-11-14 b368e6092f83b98a9d81ba48b22ece51d5807112

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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.module.model.mcs.pre.entity.DmModuleEntity;
	8	import com.iailab.module.model.mcs.pre.service.DmModuleService;
	9	import com.iailab.module.model.mcs.pre.service.MmPredictItemService;
9162d9	10	import com.iailab.module.model.mdk.factory.ItemEntityFactory;
潘	11	import com.iailab.module.model.mdk.factory.PredictItemFactory;
	12	import com.iailab.module.model.mdk.predict.PredictItemHandler;
7fd198	13	import com.iailab.module.model.mdk.predict.PredictModuleHandler;
9162d9	14	import com.iailab.module.model.mdk.predict.PredictResultHandler;
054fb9	15	import com.iailab.module.model.mdk.schedule.ScheduleModelHandler;
9162d9	16	import com.iailab.module.model.mdk.vo.DataValueVO;
7fd198	17	import com.iailab.module.model.mdk.vo.ItemVO;
潘	18	import com.iailab.module.model.mdk.vo.PredictResultVO;
054fb9	19	import com.iailab.module.model.mdk.vo.ScheduleResultVO;
7fd198	20	import lombok.extern.slf4j.Slf4j;
潘	21	import org.springframework.beans.factory.annotation.Autowired;
9162d9	22	import org.springframework.util.CollectionUtils;
7fd198	23	import org.springframework.validation.annotation.Validated;
潘	24	import org.springframework.web.bind.annotation.RestController;
	25
b2aca2	26	import java.util.*;
7fd198	27	import java.util.stream.Collectors;
潘	28
	29	import static com.iailab.framework.common.pojo.CommonResult.error;
	30	import static com.iailab.framework.common.pojo.CommonResult.success;
	31
	32	/**
	33	* @author PanZhibao
	34	* @Description
	35	* @createTime 2024年08月26日
	36	*/
	37	@Slf4j
	38	@RestController
	39	@Validated
	40	public class MdkApiImpl implements MdkApi {
	41
	42	@Autowired
	43	private DmModuleService dmModuleService;
	44
	45	@Autowired
	46	private MmPredictItemService mmPredictItemService;
	47
	48	@Autowired
	49	private PredictModuleHandler predictModuleHandler;
9162d9	50
潘	51	@Autowired
	52	private ItemEntityFactory itemEntityFactory;
	53
	54	@Autowired
	55	private PredictItemFactory predictItemFactory;
	56
	57	@Autowired
	58	private PredictResultHandler predictResultHandler;
054fb9	59
潘	60	@Autowired
	61	private ScheduleModelHandler scheduleModelHandler;
7fd198	62
潘	63	/**
	64	* 按模块预测
	65	*
	66	* @param reqDTO
	67	* @return
	68	*/
	69	@Override
148842	70	public MdkPredictModuleRespDTO predictModule(MdkPredictReqDTO reqDTO) {
7fd198	71	MdkPredictModuleRespDTO resp = new MdkPredictModuleRespDTO();
69bd5e	72	resp.setPredictTime(reqDTO.getPredictTime());
D	73	resp.setModuleType(reqDTO.getModuleType());
	74
7fd198	75	Map<String, MdkPredictItemRespDTO> predictItemRespMap = new HashMap<>();
潘	76	try {
	77	if (reqDTO.getPredictTime() == null) {
	78	throw new Exception("PredictTime不能为空");
	79	}
	80	if (reqDTO.getModuleType() == null) {
	81	throw new Exception("ModuleType不能为空");
	82	}
b2aca2	83	Calendar calendar = Calendar.getInstance();
D	84	calendar.setTime(reqDTO.getPredictTime());
	85	calendar.set(Calendar.MILLISECOND, 0);
	86	calendar.set(Calendar.SECOND, 0);
	87	reqDTO.setPredictTime(calendar.getTime());
7fd198	88	log.info("预测参数：" + JSON.toJSONString(reqDTO));
潘	89	MdkPredictModuleRespDTO result = new MdkPredictModuleRespDTO();
	90	result.setPredictTime(reqDTO.getPredictTime());
	91	result.setModuleType(reqDTO.getModuleType());
	92	List<DmModuleEntity> moduleList = dmModuleService.getModuleByModuleType(reqDTO.getModuleType());
	93	log.info("预测计算开始: " + System.currentTimeMillis());
	94	for (DmModuleEntity module : moduleList) {
	95	int intervalTime = 0;
	96	if (module.getPredicttime() != null) {
	97	intervalTime = (int) (reqDTO.getPredictTime().getTime() - module.getPredicttime().getTime()) / (1000 * 60);
	98	}
	99	List<ItemVO> predictItemList = mmPredictItemService.getByModuleId(module.getId());
	100	Map<String, PredictResultVO> predictResultMap = predictModuleHandler.predict(predictItemList, reqDTO.getPredictTime(), intervalTime);
4f1717	101	// 更新Module时间
潘	102	dmModuleService.updatePredictTime(module.getId(), reqDTO.getPredictTime());
69bd5e	103
4f1717	104	if (reqDTO.getIsResult() == null \|\| !reqDTO.getIsResult()) {
潘	105	return resp;
	106	}
69bd5e	107
4f1717	108	for (Map.Entry<String, PredictResultVO> entry : predictResultMap.entrySet()) {
潘	109	MdkPredictItemRespDTO itemResp = new MdkPredictItemRespDTO();
	110	itemResp.setItemId(entry.getKey());
	111	itemResp.setPredictTime(reqDTO.getPredictTime());
	112	Map<String, List<MdkPredictDataDTO>> itemPredictData = new HashMap<>();
	113
	114	Map<String, List<DataValueVO>> predictLists = predictResultHandler.convertToPredictData2(entry.getValue());
	115	for (Map.Entry<String, List<DataValueVO>> dataListEntry : predictLists.entrySet()) {
	116	List<MdkPredictDataDTO> predictData = dataListEntry.getValue().stream().map(t -> {
	117	MdkPredictDataDTO dto1 = new MdkPredictDataDTO();
	118	dto1.setDataTime(t.getDataTime());
	119	dto1.setDataValue(t.getDataValue());
	120	return dto1;
	121	}).collect(Collectors.toList());
	122	itemPredictData.put(dataListEntry.getKey(), predictData);
	123	}
	124	itemResp.setPredictData(itemPredictData);
	125	predictItemRespMap.put(entry.getKey(), itemResp);
	126	}
7fd198	127	}
潘	128	log.info("预测计算结束: " + System.currentTimeMillis());
	129	} catch (Exception ex) {
148842	130	ex.printStackTrace();
潘	131	return resp;
7fd198	132	}
潘	133	resp.setPredictItemRespMap(predictItemRespMap);
148842	134	return resp;
7fd198	135	}
潘	136
	137	/**
	138	* 单个预测
	139	*
	140	* @param reqDTO
	141	* @return
	142	*/
	143	@Override
148842	144	public MdkPredictItemRespDTO predictItem(MdkPredictReqDTO reqDTO) {
7fd198	145	MdkPredictItemRespDTO resp = new MdkPredictItemRespDTO();
潘	146
9162d9	147	try {
潘	148	log.info("预测计算开始: " + System.currentTimeMillis());
4f1717	149	Map<String, List<MdkPredictDataDTO>> predictData = new HashMap<>();
9162d9	150	ItemVO predictItem = itemEntityFactory.getItemByItemNo(reqDTO.getItemNo());
4f1717	151	PredictItemHandler predictItemHandler = predictItemFactory.create(predictItem.getId());
9162d9	152	PredictResultVO predictResult = predictItemHandler.predict(reqDTO.getPredictTime(), predictItem);
潘	153	Map<String, List<DataValueVO>> resultMap = predictResultHandler.convertToPredictData(predictResult);
	154	if (!CollectionUtils.isEmpty(resultMap)) {
	155	for (Map.Entry<String, List<DataValueVO>> entry : resultMap.entrySet()) {
4f1717	156	List<MdkPredictDataDTO> data = ConvertUtils.sourceToTarget(entry.getValue(), MdkPredictDataDTO.class);
潘	157	predictData.put(entry.getKey(), data);
9162d9	158	}
潘	159	}
	160	resp.setPredictData(predictData);
	161	resp.setItemId(predictItem.getId());
	162	resp.setPredictTime(reqDTO.getPredictTime());
	163	log.info("预测计算结束: " + System.currentTimeMillis());
	164	} catch (Exception ex) {
4f1717	165	log.info("预测计算异常: " + System.currentTimeMillis(), ex);
148842	166	return resp;
9162d9	167	}
潘	168
148842	169	return resp;
7fd198	170	}
潘	171
	172	/**
	173	* 预测调整
	174	*
	175	* @param reqDTO
	176	* @return
	177	*/
	178	@Override
148842	179	public Boolean predictAutoAdjust(MdkPredictReqDTO reqDTO) {
7fd198	180
潘	181
148842	182	return true;
7fd198	183	}
潘	184
	185	/**
	186	* 执行调度模型
	187	*
	188	* @param reqDTO
	189	* @return
	190	*/
	191	@Override
148842	192	public MdkScheduleRespDTO doSchedule(MdkScheduleReqDTO reqDTO) {
7fd198	193	MdkScheduleRespDTO resp = new MdkScheduleRespDTO();
054fb9	194	resp.setScheduleCode(reqDTO.getScheduleCode());
潘	195	resp.setScheduleTime(reqDTO.getScheduleTime());
	196	try {
	197	log.info("调度计算开始: " + System.currentTimeMillis());
	198	ScheduleResultVO scheduleResult = scheduleModelHandler.doSchedule(reqDTO.getModelCode(), reqDTO.getScheduleTime());
	199	resp.setResult(scheduleResult.getResult());
	200	log.info("预测计算结束: " + System.currentTimeMillis());
	201	} catch (Exception ex) {
	202	log.info("调度计算异常: " + System.currentTimeMillis());
	203	ex.printStackTrace();
148842	204	return resp;
054fb9	205	}
148842	206	return resp;
7fd198	207	}
潘	208	}