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2024-09-05 7fd198b8ebe97cd06b10f96b9179caebe679783c

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7fd198	1	package com.iailab.module.model.api;
潘	2
	3	import com.alibaba.fastjson.JSON;
	4	import com.iailab.module.model.api.mdk.MdkApi;
	5	import com.iailab.module.model.api.mdk.dto.*;
	6	import com.iailab.framework.common.pojo.CommonResult;
	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;
	10	import com.iailab.module.model.mdk.predict.PredictModuleHandler;
	11	import com.iailab.module.model.mdk.vo.ItemVO;
	12	import com.iailab.module.model.mdk.vo.PredictResultVO;
	13	import lombok.extern.slf4j.Slf4j;
	14	import org.springframework.beans.factory.annotation.Autowired;
	15	import org.springframework.validation.annotation.Validated;
	16	import org.springframework.web.bind.annotation.RequestBody;
	17	import org.springframework.web.bind.annotation.RestController;
	18
	19	import javax.validation.Valid;
	20
	21	import java.util.HashMap;
	22	import java.util.List;
	23	import java.util.Map;
	24	import java.util.stream.Collectors;
	25
	26	import static com.iailab.framework.common.pojo.CommonResult.error;
	27	import static com.iailab.framework.common.pojo.CommonResult.success;
	28
	29	/**
	30	* @author PanZhibao
	31	* @Description
	32	* @createTime 2024年08月26日
	33	*/
	34	@Slf4j
	35	@RestController
	36	@Validated
	37	public class MdkApiImpl implements MdkApi {
	38
	39	@Autowired
	40	private DmModuleService dmModuleService;
	41
	42	@Autowired
	43	private MmPredictItemService mmPredictItemService;
	44
	45	@Autowired
	46	private PredictModuleHandler predictModuleHandler;
	47
	48	/**
	49	* 按模块预测
	50	*
	51	* @param reqDTO
	52	* @return
	53	*/
	54	@Override
	55	public CommonResult<MdkPredictModuleRespDTO> predictModule(MdkPredictReqDTO reqDTO) {
	56	MdkPredictModuleRespDTO resp = new MdkPredictModuleRespDTO();
	57	Map<String, MdkPredictItemRespDTO> predictItemRespMap = new HashMap<>();
	58	try {
	59	if (reqDTO.getPredictTime() == null) {
	60	throw new Exception("PredictTime不能为空");
	61	}
	62	if (reqDTO.getModuleType() == null) {
	63	throw new Exception("ModuleType不能为空");
	64	}
	65	log.info("预测参数：" + JSON.toJSONString(reqDTO));
	66	MdkPredictModuleRespDTO result = new MdkPredictModuleRespDTO();
	67	result.setPredictTime(reqDTO.getPredictTime());
	68	result.setModuleType(reqDTO.getModuleType());
	69	List<DmModuleEntity> moduleList = dmModuleService.getModuleByModuleType(reqDTO.getModuleType());
	70	log.info("预测计算开始: " + System.currentTimeMillis());
	71	for (DmModuleEntity module : moduleList) {
	72	int intervalTime = 0;
	73	if (module.getPredicttime() != null) {
	74	intervalTime = (int) (reqDTO.getPredictTime().getTime() - module.getPredicttime().getTime()) / (1000 * 60);
	75	}
	76	List<ItemVO> predictItemList = mmPredictItemService.getByModuleId(module.getId());
	77	Map<String, PredictResultVO> predictResultMap = predictModuleHandler.predict(predictItemList, reqDTO.getPredictTime(), intervalTime);
	78	for (Map.Entry<String, PredictResultVO> entry : predictResultMap.entrySet()) {
	79	List<MdkPredictDataDTO> predictData = entry.getValue().getPredictList().stream().map(t-> {
	80	MdkPredictDataDTO dto1 = new MdkPredictDataDTO();
	81	dto1.setDataTime(t.getDataTime());
	82	dto1.setDataValue(t.getDataValue());
	83	return dto1;
	84	}).collect(Collectors.toList());
	85	MdkPredictItemRespDTO itemResp = new MdkPredictItemRespDTO();
	86	itemResp.setItemId(entry.getValue().getPredictId());
	87	itemResp.setPredictData(predictData);
	88	predictItemRespMap.put(entry.getKey(), itemResp);
	89	}
	90	}
	91	log.info("预测计算结束: " + System.currentTimeMillis());
	92	} catch (Exception ex) {
	93	return error(999, ex.getMessage());
	94	}
	95	resp.setPredictItemRespMap(predictItemRespMap);
	96	return success(resp);
	97	}
	98
	99	/**
	100	* 单个预测
	101	*
	102	* @param reqDTO
	103	* @return
	104	*/
	105	@Override
	106	public CommonResult<MdkPredictItemRespDTO> predictItem(@Valid @RequestBody MdkPredictReqDTO reqDTO) {
	107	MdkPredictItemRespDTO resp = new MdkPredictItemRespDTO();
	108
	109	return success(resp);
	110	}
	111
	112	/**
	113	* 预测调整
	114	*
	115	* @param reqDTO
	116	* @return
	117	*/
	118	@Override
	119	public CommonResult<Boolean> predictAutoAdjust(@Valid @RequestBody MdkPredictReqDTO reqDTO) {
	120
	121
	122	return success(true);
	123	}
	124
	125	/**
	126	* 执行调度模型
	127	*
	128	* @param reqDTO
	129	* @return
	130	*/
	131	@Override
	132	public CommonResult<MdkScheduleRespDTO> doSchedule(@Valid @RequestBody MdkScheduleReqDTO reqDTO) {
	133	MdkScheduleRespDTO resp = new MdkScheduleRespDTO();
	134
	135	return success(resp);
	136	}
	137	}