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b368e6	1	package com.iailab.module.model.api;
潘	2
	3	import com.iailab.framework.common.util.date.DateUtils;
8a74e9	4	import com.iailab.framework.common.util.object.ConvertUtils;
潘	5	import com.iailab.module.data.api.plan.PlanItemApi;
	6	import com.iailab.module.data.api.plan.dto.ApiPlanDataDTO;
b368e6	7	import com.iailab.module.data.api.point.DataPointApi;
潘	8	import com.iailab.module.data.api.point.dto.ApiPointDTO;
	9	import com.iailab.module.data.api.point.dto.ApiPointValueDTO;
	10	import com.iailab.module.data.api.point.dto.ApiPointValueQueryDTO;
8a74e9	11	import com.iailab.module.data.common.ApiDataQueryDTO;
b368e6	12	import com.iailab.module.model.api.mcs.McsApi;
潘	13	import com.iailab.module.model.api.mcs.dto.*;
91343d	14	import com.iailab.module.model.common.enums.CommonConstant;
潘	15	import com.iailab.module.model.common.enums.PreLineTypeEnum;
b368e6	16	import com.iailab.module.model.mcs.pre.entity.DmModuleEntity;
潘	17	import com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity;
c5fe30	18	import com.iailab.module.model.mcs.pre.entity.MmPredictAlarmMessageEntity;
b368e6	19	import com.iailab.module.model.mcs.pre.service.*;
c5fe30	20	import com.iailab.module.model.mcs.pre.vo.MmPredictAlarmMessageSaveReqVO;
055765	21	import com.iailab.module.model.mcs.sche.entity.StScheduleSuggestEntity;
4072bc	22	import com.iailab.module.model.mcs.sche.service.StScheduleSchemeService;
055765	23	import com.iailab.module.model.mcs.sche.service.StScheduleSuggestService;
19f359	24	import com.iailab.module.model.mcs.sche.vo.StScheduleSuggestSaveReqVO;
ead005	25	import com.iailab.module.model.mdk.vo.ItemVO;
91343d	26	import com.iailab.module.model.mpk.service.ChartService;
b368e6	27	import lombok.extern.slf4j.Slf4j;
977edc	28	import org.apache.commons.lang3.StringUtils;
b368e6	29	import org.springframework.beans.factory.annotation.Autowired;
潘	30	import org.springframework.util.CollectionUtils;
	31	import org.springframework.validation.annotation.Validated;
	32	import org.springframework.web.bind.annotation.RestController;
	33
	34	import java.math.BigDecimal;
	35	import java.util.*;
912419	36	import java.util.stream.Collectors;
b368e6	37
潘	38	/**
	39	* @author PanZhibao
	40	* @Description
	41	* @createTime 2024年11月13日
	42	*/
	43	@Slf4j
	44	@RestController
	45	@Validated
	46	public class McsApiImpl implements McsApi {
	47
	48	@Autowired
	49	private DmModuleService dmModuleService;
	50
	51	@Autowired
	52	private MmPredictItemService mmPredictItemService;
	53
	54	@Autowired
	55	private MmItemOutputService mmItemOutputService;
	56
	57	@Autowired
	58	private MmItemResultService mmItemResultService;
	59
	60	@Autowired
	61	private MmItemResultLastPointService mmItemResultLastPointService;
	62
	63	@Autowired
	64	private DataPointApi dataPointApi;
91343d	65
潘	66	@Autowired
	67	private MmItemResultJsonService mmItemResultJsonService;
	68
	69	@Autowired
	70	private ChartService chartService;
c5fe30	71
潘	72	@Autowired
	73	private MmPredictAlarmMessageService mmPredictAlarmMessageService;
055765	74
潘	75	@Autowired
	76	private StScheduleSuggestService stScheduleSuggestService;
8a74e9	77
潘	78	@Autowired
	79	private PlanItemApi planItemApi;
9587d2	80
L	81	@Autowired
	82	private MmPredictAlarmConfigService mmPredictAlarmConfigService;
3a6dfc	83
4072bc	84	@Autowired
L	85	private StScheduleSchemeService stScheduleSchemeService;
b368e6	86
潘	87	private int HOUR_MINS = 60;
	88
	89	@Override
	90	public List<PredictItemTreeDTO> getPredictItemTree() {
	91	List<PredictItemTreeDTO> result = new ArrayList<>();
	92
	93	List<DmModuleEntity> moduleList = dmModuleService.list(new HashMap<>());
	94	if (CollectionUtils.isEmpty(moduleList)) {
	95	return result;
	96	}
	97	moduleList.forEach(item -> {
	98	PredictItemTreeDTO moduleOpt = new PredictItemTreeDTO();
	99	moduleOpt.setId(item.getId());
	100	moduleOpt.setLabel(item.getModulename());
	101	List<PredictItemTreeDTO> children = new ArrayList<>();
a4891a	102	List<ItemVO> itemList = mmPredictItemService.getByModuleId(item.getId());
b368e6	103	itemList.forEach(item1 -> {
潘	104	PredictItemTreeDTO chd = new PredictItemTreeDTO();
a4891a	105	chd.setLabel(item1.getItemName());
b368e6	106	chd.setId(item1.getId());
a4891a	107	List<PredictItemTreeDTO> chd1 = new ArrayList<>();
潘	108	List<MmItemOutputEntity> outList = mmItemOutputService.getByItemid(item1.getId());
	109	if (!CollectionUtils.isEmpty(outList)) {
	110	outList.forEach(out -> {
	111	PredictItemTreeDTO chd2 = new PredictItemTreeDTO();
	112	chd2.setId(out.getId());
f283ee	113	chd2.setLabel(out.getResultName());
a4891a	114	chd1.add(chd2);
潘	115	});
	116	}
	117	chd.setChildren(chd1);
b368e6	118	children.add(chd);
潘	119	});
	120	moduleOpt.setChildren(children);
	121	result.add(moduleOpt);
	122	});
	123	return result;
	124	}
	125
	126	@Override
	127	public PreDataBarLineRespVO getPreDataCharts(PreDataBarLineReqVO reqVO) {
	128	PreDataBarLineRespVO result = new PreDataBarLineRespVO();
a4891a	129	List<String> outIds = reqVO.getOutIds();
b368e6	130	List<String> legends = new ArrayList<>();
潘	131	List<PreDataViewRespDTO> dataViewList = new ArrayList<>();
9e844c	132	if (CollectionUtils.isEmpty(outIds)) {
b368e6	133	return result;
潘	134	}
	135	Date predictTime = reqVO.getPredictTime();
	136	if (predictTime == null) {
9e844c	137	MmItemOutputEntity output = mmItemOutputService.getOutPutById(reqVO.getOutIds().get(0));
b82ba2	138	ItemVO predictItem = mmPredictItemService.getItemByIdFromCache(output.getItemid());
9e844c	139	if (predictItem.getLastTime() != null) {
潘	140	predictTime = predictItem.getLastTime();
	141	} else {
	142	Calendar calendar = Calendar.getInstance();
	143	calendar.set(Calendar.MILLISECOND, 0);
	144	calendar.set(Calendar.SECOND, 0);
	145	predictTime = calendar.getTime();
	146	}
b368e6	147	}
潘	148	Date startTime = reqVO.getStartTime();
	149	if (startTime == null) {
	150	Calendar calendar = Calendar.getInstance();
	151	calendar.setTime(predictTime);
	152	calendar.add(Calendar.HOUR_OF_DAY, -1);
	153	startTime = calendar.getTime();
	154	}
	155	Date endTime = reqVO.getEndTime();
	156	if (endTime == null) {
	157	Calendar calendar = Calendar.getInstance();
	158	calendar.setTime(predictTime);
	159	calendar.add(Calendar.HOUR_OF_DAY, 1);
	160	endTime = calendar.getTime();
	161	}
	162
a4891a	163	for (int i = 0; i < outIds.size(); i++) {
b368e6	164	PreDataViewRespDTO viewDto = new PreDataViewRespDTO();
a4891a	165	String outId = outIds.get(i);
潘	166	MmItemOutputEntity output = mmItemOutputService.getOutPutById(outId);
b368e6	167	if (output == null) {
9e844c	168	continue;
b368e6	169	}
f283ee	170	legends.add(output.getResultName());
9e844c	171	viewDto.setItemId(output.getItemid());
潘	172	viewDto.setOutId(outId);
	173	viewDto.setResultstr(output.getResultstr());
f283ee	174	viewDto.setResultName(output.getResultName());
b368e6	175	viewDto.setRealData(getHisData(output.getPointid(), startTime, endTime));
977edc	176	viewDto.setPreDataN(mmItemResultService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
潘	177	viewDto.setPreDataL(mmItemResultLastPointService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
b368e6	178
潘	179	List<Double> values = new ArrayList<>();
	180	if (!CollectionUtils.isEmpty(viewDto.getRealData())) {
	181	List<Double> hisValues = new ArrayList<>();
	182	viewDto.getRealData().forEach(item -> {
	183	values.add(Double.parseDouble(item[1].toString()));
	184	hisValues.add(Double.parseDouble(item[1].toString()));
	185	});
	186	viewDto.setHisMax(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	187	viewDto.setHisMin(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	188	viewDto.setHisAvg(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	189	viewDto.setHisCumulant(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).sum())
	190	.divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP));
	191	}
	192	if (!CollectionUtils.isEmpty(viewDto.getPreDataN())) {
	193	viewDto.getPreDataN().forEach(item -> {
	194	values.add(Double.parseDouble(item[1].toString()));
	195	});
	196	}
	197	if (!CollectionUtils.isEmpty(viewDto.getPreDataL())) {
	198	List<Double> preValues = new ArrayList<>();
	199	viewDto.getPreDataL().forEach(item -> {
	200	values.add(Double.parseDouble(item[1].toString()));
	201	preValues.add(Double.parseDouble(item[1].toString()));
	202	});
	203	viewDto.setPreMax(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	204	viewDto.setPreMin(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	205	viewDto.setPreAvg(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	206	}
	207	if (!CollectionUtils.isEmpty(viewDto.getCurData())) {
	208	List<Double> preValues = new ArrayList<>();
	209	viewDto.getCurData().forEach(item -> {
	210	values.add(Double.parseDouble(item[1].toString()));
	211	preValues.add(Double.parseDouble(item[1].toString()));
	212	});
	213	viewDto.setPreCumulant(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).sum())
	214	.divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP));
	215	}
	216	if (!CollectionUtils.isEmpty(viewDto.getAdjData())) {
	217	viewDto.getAdjData().forEach(item -> {
	218	values.add(Double.parseDouble(item[1].toString()));
	219	});
	220	}
	221	if (!CollectionUtils.isEmpty(values)) {
	222	viewDto.setMaxValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	223	viewDto.setMinValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	224	}
	225	dataViewList.add(viewDto);
	226	}
	227	result.setStartTime(startTime);
	228	result.setEndTime(endTime);
	229	result.setPredictTime(predictTime);
	230	result.setCategories(DateUtils.getTimeScale(startTime, endTime, 60));
	231	result.setLegend(legends);
	232	result.setDataViewList(dataViewList);
	233	return result;
	234	}
	235
ead005	236	@Override
潘	237	public PreDataItemChartRespVO getPreDataItemChart(PreDataItemChartReqVO reqVO) {
	238	PreDataItemChartRespVO result = new PreDataItemChartRespVO();
864b61	239	ItemVO predictItem = mmPredictItemService.getItemById(reqVO.getItemId());
ead005	240	if (predictItem == null) {
潘	241	return result;
	242	}
	243	if (predictItem.getLastTime() == null) {
	244	return result;
	245	}
328ef4	246	result.setPredictTime(predictItem.getLastTime());
ead005	247	Date startTime = reqVO.getStartTime();
潘	248	if (startTime == null) {
	249	Calendar calendar = Calendar.getInstance();
	250	calendar.setTime(predictItem.getLastTime());
91343d	251	calendar.add(Calendar.MINUTE, -1 * predictItem.getPredictLength());
ead005	252	startTime = calendar.getTime();
潘	253	}
	254	Date endTime = reqVO.getEndTime();
	255	if (endTime == null) {
	256	Calendar calendar = Calendar.getInstance();
	257	calendar.setTime(predictItem.getLastTime());
91343d	258	calendar.add(Calendar.MINUTE, predictItem.getPredictLength());
ead005	259	endTime = calendar.getTime();
潘	260	}
1f9784	261	if (endTime.getTime() <= startTime.getTime()) {
潘	262	Calendar calendar = Calendar.getInstance();
	263	calendar.setTime(startTime);
91343d	264	calendar.add(Calendar.MINUTE, predictItem.getPredictLength());
1f9784	265	endTime = calendar.getTime();
潘	266	}
	267
ead005	268	List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity());
潘	269	List<String> legend = new ArrayList<>();
	270	LinkedHashMap<String, PreDataSampleViewRespDTO> viewMap = new LinkedHashMap<>();
	271	List<MmItemOutputEntity> outs = mmItemOutputService.getByItemid(reqVO.getItemId());
	272	if (CollectionUtils.isEmpty(outs)) {
	273	return result;
	274	}
	275	for (MmItemOutputEntity out : outs) {
f283ee	276	legend.add(out.getResultName());
ead005	277	PreDataSampleViewRespDTO viewDto = new PreDataSampleViewRespDTO();
85b200	278	if (StringUtils.isNotBlank(out.getPointid())) {
D	279	viewDto.setRealData(getHisData(out.getPointid(), startTime, endTime));
	280	}
977edc	281	viewDto.setPreDataN(mmItemResultService.getData(out.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
f283ee	282	viewMap.put(out.getResultName(), viewDto);
ead005	283	}
潘	284	result.setStartTime(startTime);
	285	result.setEndTime(endTime);
	286	result.setCategories(categories);
	287	result.setLegend(legend);
	288	result.setViewMap(viewMap);
	289	return result;
	290	}
	291
328ef4	292	@Override
91343d	293	public PreDataSingleChartRespVO getPreDataSingleChart(PreDataSingleChartReqVO reqVO) {
潘	294	PreDataSingleChartRespVO result = new PreDataSingleChartRespVO();
328ef4	295
91343d	296	Map<String, String> chartParams = chartService.getByChartCode(reqVO.getChartCode());
潘	297	if (CollectionUtils.isEmpty(chartParams)) {
	298	return result;
	299	}
	300	String itemCode = chartParams.get(CommonConstant.ITEM_CODE);
	301	if (itemCode == null) {
	302	return result;
	303	}
	304	String resultStr = chartParams.get(CommonConstant.RESULT_STR);
	305	if (resultStr == null) {
	306	return result;
	307	}
bd9085	308	String resultIndex = chartParams.get(CommonConstant.RESULT_INDEX);
潘	309
91343d	310	ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemCode);
潘	311	if (predictItem == null \|\| predictItem.getLastTime() == null) {
	312	return result;
	313	}
977edc	314	String timeFormat = StringUtils.isBlank(reqVO.getTimeFormat()) ? DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND : reqVO.getTimeFormat();
潘	315	PreLineTypeEnum lineType = chartParams.get(CommonConstant.LINE_TYPE) == null ? PreLineTypeEnum.TN : PreLineTypeEnum.getEumByCode(chartParams.get(CommonConstant.LINE_TYPE));
91343d	316	BigDecimal rangeH = chartParams.get(CommonConstant.RANGE_H) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.RANGE_H));
潘	317	BigDecimal rangeL = chartParams.get(CommonConstant.RANGE_L) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.RANGE_L));
	318	BigDecimal limitH = chartParams.get(CommonConstant.LIMIT_H) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.LIMIT_H));
	319	BigDecimal limitL = chartParams.get(CommonConstant.LIMIT_L) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.LIMIT_L));
	320	int lengthLeft = chartParams.get(CommonConstant.LENGTH_LEFT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_LEFT)).intValue();
	321	int lengthRight = chartParams.get(CommonConstant.LENGTH_RIGHT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_RIGHT)).intValue();
8a74e9	322
潘	323	Date[] timeArray = calResultTime(predictItem, reqVO.getStartTime(), reqVO.getEndTime(), lengthLeft, lengthRight);
	324	Date predictTime = timeArray[0];
	325	Date startTime = timeArray[1];
	326	Date endTime = timeArray[2];
	327
977edc	328	List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity(), timeFormat);
91343d	329	List<String> legend = new ArrayList<>();
bdab69	330	MmItemOutputEntity outPut = mmItemOutputService.getByItemid(predictItem.getId(), resultStr, resultIndex);
91343d	331	PreDataViewRespDTO dataView = new PreDataViewRespDTO();
潘	332	dataView.setItemId(predictItem.getId());
	333	dataView.setItemName(predictItem.getItemName());
	334	dataView.setResultstr(resultStr);
	335	dataView.setRangeH(rangeH);
	336	dataView.setRangeL(rangeL);
	337	dataView.setLimitH(limitH);
	338	dataView.setLimitL(limitL);
977edc	339	dataView.setRealData(getHisData(outPut.getPointid(), startTime, endTime, timeFormat));
潘	340	dataView.setCurData(mmItemResultJsonService.getData(outPut.getId(), predictTime, timeFormat));
91343d	341	switch (lineType) {
潘	342	case TN:
977edc	343	dataView.setPreDataN(mmItemResultService.getData(outPut.getId(), startTime, endTime, timeFormat));
91343d	344	break;
潘	345	case TL:
977edc	346	dataView.setPreDataN(mmItemResultService.getData(outPut.getId(), predictTime, endTime, timeFormat));
潘	347	dataView.setPreDataL(mmItemResultLastPointService.getData(outPut.getId(), startTime, endTime, timeFormat));
91343d	348	break;
潘	349	default:
	350	break;
	351	}
912419	352
潘	353	if (!CollectionUtils.isEmpty(dataView.getCurData())) {
	354	List<Double> curList = dataView.getCurData().stream().map(t -> {
	355	return new Double(t[1].toString());
	356	}).collect(Collectors.toList());
	357	dataView.setPreMax(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	358	dataView.setPreMin(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	359	}
	360
8a74e9	361	result.setPredictTime(predictTime);
91343d	362	result.setStartTime(startTime);
潘	363	result.setEndTime(endTime);
	364	result.setCategories(categories);
	365	result.setLegend(legend);
	366	result.setDataView(dataView);
8a74e9	367	return result;
潘	368	}
	369
	370	@Override
d9fe8f	371	public Map<String, List<Object[]>> getPreDataCur(PreDataJsonReqVO reqVO) {
潘	372	Map<String, List<Object[]>> result = new HashMap<>();
	373	if (reqVO == null \|\| reqVO.getPredictTime() == null \|\| CollectionUtils.isEmpty(reqVO.getOutputIdList())) {
	374	return result;
	375	}
	376	reqVO.getOutputIdList().forEach(outPutId -> {
	377	result.put(outPutId, mmItemResultJsonService.getData(outPutId, reqVO.getPredictTime(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
	378	});
	379	return result;
	380	}
	381
	382	@Override
8a74e9	383	public PlanDataSingleChartRespVO getPlanDataSingleChart(PreDataSingleChartReqVO reqVO) {
潘	384	PlanDataSingleChartRespVO result = new PlanDataSingleChartRespVO();
	385	Map<String, String> chartParams = chartService.getByChartCode(reqVO.getChartCode());
	386	if (CollectionUtils.isEmpty(chartParams)) {
	387	return result;
	388	}
	389	String itemCode = chartParams.get(CommonConstant.ITEM_CODE);
	390	if (itemCode == null) {
	391	return result;
	392	}
	393	String planItemStr = chartParams.get(CommonConstant.PLAN_ITEM_LIST);
	394	if (planItemStr == null) {
	395	return result;
	396	}
	397	List<String> planItemCodeList = Arrays.asList(planItemStr.split(","));
	398
	399	ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemCode);
	400	if (predictItem == null \|\| predictItem.getLastTime() == null) {
	401	return result;
	402	}
	403	String timeFormat = StringUtils.isBlank(reqVO.getTimeFormat()) ? DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND : reqVO.getTimeFormat();
	404	int lengthLeft = chartParams.get(CommonConstant.LENGTH_LEFT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_LEFT)).intValue();
	405	int lengthRight = chartParams.get(CommonConstant.LENGTH_RIGHT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_RIGHT)).intValue();
	406	Date[] timeArray = calResultTime(predictItem, reqVO.getStartTime(), reqVO.getEndTime(), lengthLeft, lengthRight);
	407	Date predictTime = timeArray[0];
	408	Date startTime = timeArray[1];
	409	Date endTime = timeArray[2];
	410	List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity(), timeFormat);
	411	List<String> legend = new ArrayList<>();
	412	LinkedHashMap<String, List<PlanDataRecordDTO>> record = new LinkedHashMap<>();
	413	ApiDataQueryDTO queryDTO = new ApiDataQueryDTO();
	414	queryDTO.setItemNos(planItemCodeList);
	415	queryDTO.setStart(startTime);
	416	queryDTO.setEnd(endTime);
	417	LinkedHashMap<String, List<ApiPlanDataDTO>> planData = planItemApi.queryPlanItemRecordValue(queryDTO);
	418	if (CollectionUtils.isEmpty(planData)) {
	419	planData.forEach((key, value) -> {
	420	record.put(key, ConvertUtils.sourceToTarget(value, PlanDataRecordDTO.class));
	421	});
	422	}
	423	result.setPredictTime(predictTime);
	424	result.setStartTime(startTime);
	425	result.setEndTime(endTime);
	426	result.setCategories(categories);
	427	result.setLegend(legend);
	428	result.setRecord(record);
328ef4	429	return result;
潘	430	}
	431
b368e6	432	/**
潘	433	* 获取真实值
	434	*
	435	* @param pointId
	436	* @param startTime
	437	* @param endTime
	438	* @return
	439	*/
	440	private List<Object[]> getHisData(String pointId, Date startTime, Date endTime) {
	441	List<Object[]> result = new ArrayList<>();
	442	ApiPointDTO pointDTO = dataPointApi.getInfoById(pointId);
	443	ApiPointValueQueryDTO queryPointDto = new ApiPointValueQueryDTO();
	444	queryPointDto.setPointNo(pointDTO.getPointNo());
	445	queryPointDto.setStart(startTime);
	446	queryPointDto.setEnd(endTime);
	447	List<ApiPointValueDTO> valueDTOS = dataPointApi.queryPointHistoryValue(queryPointDto);
	448	if (CollectionUtils.isEmpty(valueDTOS)) {
	449	return result;
	450	}
	451	valueDTOS.forEach(item -> {
	452	Object[] values = new Object[2];
214275	453	values[0] = DateUtils.format(item.getT(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
潘	454	values[1] = new BigDecimal(item.getV()).setScale(2, BigDecimal.ROUND_HALF_UP);
b368e6	455	result.add(values);
潘	456	});
	457	return result;
	458	}
	459
977edc	460	/**
潘	461	* 获取真实值
	462	*
	463	* @param pointId
	464	* @param startTime
	465	* @param endTime
	466	* @param timeFormat
	467	* @return
	468	*/
	469	private List<Object[]> getHisData(String pointId, Date startTime, Date endTime, String timeFormat) {
	470	List<Object[]> result = new ArrayList<>();
	471	ApiPointDTO pointDTO = dataPointApi.getInfoById(pointId);
	472	ApiPointValueQueryDTO queryPointDto = new ApiPointValueQueryDTO();
	473	queryPointDto.setPointNo(pointDTO.getPointNo());
	474	queryPointDto.setStart(startTime);
	475	queryPointDto.setEnd(endTime);
	476	List<ApiPointValueDTO> valueDTOS = dataPointApi.queryPointHistoryValue(queryPointDto);
	477	if (CollectionUtils.isEmpty(valueDTOS)) {
	478	return result;
	479	}
	480	valueDTOS.forEach(item -> {
	481	Object[] values = new Object[2];
	482	values[0] = DateUtils.format(item.getT(), timeFormat);
	483	values[1] = new BigDecimal(item.getV()).setScale(2, BigDecimal.ROUND_HALF_UP);
	484	result.add(values);
	485	});
	486	return result;
	487	}
	488
c5fe30	489	/**
潘	490	* 新增预警信息
	491	*
	492	* @param dto
	493	* @return
	494	*/
b368e6	495	@Override
潘	496	public Boolean createAlarmMessage(AlarmMessageRespDTO dto) {
c5fe30	497	try {
潘	498	mmPredictAlarmMessageService.create(ConvertUtils.sourceToTarget(dto, MmPredictAlarmMessageSaveReqVO.class));
	499	return true;
	500	} catch (Exception e) {
	501	return false;
	502	}
b368e6	503	}
潘	504
	505	@Override
	506	public List<AlarmMessageRespDTO> listAlarmMessage(Map<String, Object> params) {
	507	return null;
	508	}
	509
	510	@Override
9587d2	511	public List<AlarmConfigRespDTO> listAlarmConfig(Map<String, Object> params) {
L	512	return mmPredictAlarmConfigService.list(params);
	513	}
	514
	515	@Override
c5fe30	516	public AlarmMessageRespDTO getLastAlarmMessage(String alarmObj) {
潘	517	MmPredictAlarmMessageEntity entity = mmPredictAlarmMessageService.getLast(alarmObj);
	518	return ConvertUtils.sourceToTarget(entity, AlarmMessageRespDTO.class);
	519	}
	520
	521	@Override
b368e6	522	public Boolean createScheduleSuggest(ScheduleSuggestRespDTO dto) {
19f359	523	stScheduleSuggestService.create(ConvertUtils.sourceToTarget(dto, StScheduleSuggestSaveReqVO.class));
b368e6	524	return true;
潘	525	}
	526
	527	@Override
4072bc	528	public List<ScheduleSuggestRespDTO> listScheduleSuggest(Map<String, Object> params) {
3a6dfc	529	return Collections.emptyList();
L	530	}
	531
	532	@Override
055765	533	public List<ScheduleSuggestRespDTO> getLastLimitScheduleSuggest(String scheduleObj, Integer limit) {
潘	534	List<StScheduleSuggestEntity> list = stScheduleSuggestService.getList(scheduleObj, limit);
	535	return ConvertUtils.sourceToTarget(list, ScheduleSuggestRespDTO.class);
b368e6	536	}
潘	537
	538	@Override
	539	public Boolean modifyPredictModelSetting(List<PredictModelSettingReqDTO> dtos) {
	540	return true;
	541	}
	542
	543	@Override
	544	public Boolean modifyScheduleModelSetting(List<ScheduleModelSettingReqDTO> dtos) {
	545	return true;
	546	}
8a74e9	547
4072bc	548	@Override
L	549	public List<StScheduleSchemeDTO> listScheduleScheme(Map<String, Object> params) {
	550	return stScheduleSchemeService.list(params);
	551	}
	552
8a74e9	553
潘	554	private Date[] calResultTime(ItemVO predictItem, Date startTimeReq, Date endTimeReq, int lengthLeft, int lengthRight) {
	555	Date[] result = new Date[3];
	556	Date predictTime = predictItem.getLastTime();
	557	Date startTime = startTimeReq;
	558	if (startTime == null) {
	559	Calendar calendar = Calendar.getInstance();
	560	calendar.setTime(predictItem.getLastTime());
	561	calendar.add(Calendar.MINUTE, -1 * lengthLeft);
	562	startTime = calendar.getTime();
	563	}
	564	Date endTime = endTimeReq;
	565	if (endTime == null) {
	566	Calendar calendar = Calendar.getInstance();
	567	calendar.setTime(predictItem.getLastTime());
	568	calendar.add(Calendar.MINUTE, lengthRight);
	569	endTime = calendar.getTime();
	570	}
	571	if (endTime.getTime() <= startTime.getTime()) {
	572	Calendar calendar = Calendar.getInstance();
	573	calendar.setTime(startTime);
	574	calendar.add(Calendar.MINUTE, lengthRight);
	575	endTime = calendar.getTime();
	576	}
	577	result[0] = predictTime;
	578	result[1] = startTime;
	579	result[2] = endTime;
	580	return result;
	581	}
b368e6	582	}