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2024-10-10 148842164b75ecc41845f0cf71f348d6f393b705

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