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