iailab-plat.git

Merge remote-tracking branch 'origin/master'

dongyukun

6 天以前 ed8fc5f674544d3af63c6f68093ffc038385c493

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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));
潘	137	ItemVO predictItem = mmPredictItemService.getItemById(output.getItemid());
	138	if (predictItem.getLastTime() != null) {
	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();
	238	ItemVO predictItem = mmPredictItemService.getItemById(reqVO.getItemId());
	239	if (predictItem == null) {
	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();
潘	277	viewDto.setRealData(getHisData(out.getPointid(), startTime, endTime));
977edc	278	viewDto.setPreDataN(mmItemResultService.getData(out.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
f283ee	279	viewMap.put(out.getResultName(), viewDto);
ead005	280	}
潘	281	result.setStartTime(startTime);
	282	result.setEndTime(endTime);
	283	result.setCategories(categories);
	284	result.setLegend(legend);
	285	result.setViewMap(viewMap);
	286	return result;
	287	}
	288
328ef4	289	@Override
91343d	290	public PreDataSingleChartRespVO getPreDataSingleChart(PreDataSingleChartReqVO reqVO) {
潘	291	PreDataSingleChartRespVO result = new PreDataSingleChartRespVO();
328ef4	292
91343d	293	Map<String, String> chartParams = chartService.getByChartCode(reqVO.getChartCode());
潘	294	if (CollectionUtils.isEmpty(chartParams)) {
	295	return result;
	296	}
	297	String itemCode = chartParams.get(CommonConstant.ITEM_CODE);
	298	if (itemCode == null) {
	299	return result;
	300	}
	301	String resultStr = chartParams.get(CommonConstant.RESULT_STR);
	302	if (resultStr == null) {
	303	return result;
	304	}
bd9085	305	String resultIndex = chartParams.get(CommonConstant.RESULT_INDEX);
潘	306
91343d	307	ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemCode);
潘	308	if (predictItem == null \|\| predictItem.getLastTime() == null) {
	309	return result;
	310	}
977edc	311	String timeFormat = StringUtils.isBlank(reqVO.getTimeFormat()) ? DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND : reqVO.getTimeFormat();
潘	312	PreLineTypeEnum lineType = chartParams.get(CommonConstant.LINE_TYPE) == null ? PreLineTypeEnum.TN : PreLineTypeEnum.getEumByCode(chartParams.get(CommonConstant.LINE_TYPE));
91343d	313	BigDecimal rangeH = chartParams.get(CommonConstant.RANGE_H) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.RANGE_H));
潘	314	BigDecimal rangeL = chartParams.get(CommonConstant.RANGE_L) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.RANGE_L));
	315	BigDecimal limitH = chartParams.get(CommonConstant.LIMIT_H) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.LIMIT_H));
	316	BigDecimal limitL = chartParams.get(CommonConstant.LIMIT_L) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.LIMIT_L));
	317	int lengthLeft = chartParams.get(CommonConstant.LENGTH_LEFT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_LEFT)).intValue();
	318	int lengthRight = chartParams.get(CommonConstant.LENGTH_RIGHT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_RIGHT)).intValue();
8a74e9	319
潘	320	Date[] timeArray = calResultTime(predictItem, reqVO.getStartTime(), reqVO.getEndTime(), lengthLeft, lengthRight);
	321	Date predictTime = timeArray[0];
	322	Date startTime = timeArray[1];
	323	Date endTime = timeArray[2];
	324
977edc	325	List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity(), timeFormat);
91343d	326	List<String> legend = new ArrayList<>();
bdab69	327	MmItemOutputEntity outPut = mmItemOutputService.getByItemid(predictItem.getId(), resultStr, resultIndex);
91343d	328	PreDataViewRespDTO dataView = new PreDataViewRespDTO();
潘	329	dataView.setItemId(predictItem.getId());
	330	dataView.setItemName(predictItem.getItemName());
	331	dataView.setResultstr(resultStr);
	332	dataView.setRangeH(rangeH);
	333	dataView.setRangeL(rangeL);
	334	dataView.setLimitH(limitH);
	335	dataView.setLimitL(limitL);
977edc	336	dataView.setRealData(getHisData(outPut.getPointid(), startTime, endTime, timeFormat));
潘	337	dataView.setCurData(mmItemResultJsonService.getData(outPut.getId(), predictTime, timeFormat));
91343d	338	switch (lineType) {
潘	339	case TN:
977edc	340	dataView.setPreDataN(mmItemResultService.getData(outPut.getId(), startTime, endTime, timeFormat));
91343d	341	break;
潘	342	case TL:
977edc	343	dataView.setPreDataN(mmItemResultService.getData(outPut.getId(), predictTime, endTime, timeFormat));
潘	344	dataView.setPreDataL(mmItemResultLastPointService.getData(outPut.getId(), startTime, endTime, timeFormat));
91343d	345	break;
潘	346	default:
	347	break;
	348	}
912419	349
潘	350	if (!CollectionUtils.isEmpty(dataView.getCurData())) {
	351	List<Double> curList = dataView.getCurData().stream().map(t -> {
	352	return new Double(t[1].toString());
	353	}).collect(Collectors.toList());
	354	dataView.setPreMax(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	355	dataView.setPreMin(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	356	}
	357
8a74e9	358	result.setPredictTime(predictTime);
91343d	359	result.setStartTime(startTime);
潘	360	result.setEndTime(endTime);
	361	result.setCategories(categories);
	362	result.setLegend(legend);
	363	result.setDataView(dataView);
8a74e9	364	return result;
潘	365	}
	366
	367	@Override
d9fe8f	368	public Map<String, List<Object[]>> getPreDataCur(PreDataJsonReqVO reqVO) {
潘	369	Map<String, List<Object[]>> result = new HashMap<>();
	370	if (reqVO == null \|\| reqVO.getPredictTime() == null \|\| CollectionUtils.isEmpty(reqVO.getOutputIdList())) {
	371	return result;
	372	}
	373	reqVO.getOutputIdList().forEach(outPutId -> {
	374	result.put(outPutId, mmItemResultJsonService.getData(outPutId, reqVO.getPredictTime(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
	375	});
	376	return result;
	377	}
	378
	379	@Override
8a74e9	380	public PlanDataSingleChartRespVO getPlanDataSingleChart(PreDataSingleChartReqVO reqVO) {
潘	381	PlanDataSingleChartRespVO result = new PlanDataSingleChartRespVO();
	382	Map<String, String> chartParams = chartService.getByChartCode(reqVO.getChartCode());
	383	if (CollectionUtils.isEmpty(chartParams)) {
	384	return result;
	385	}
	386	String itemCode = chartParams.get(CommonConstant.ITEM_CODE);
	387	if (itemCode == null) {
	388	return result;
	389	}
	390	String planItemStr = chartParams.get(CommonConstant.PLAN_ITEM_LIST);
	391	if (planItemStr == null) {
	392	return result;
	393	}
	394	List<String> planItemCodeList = Arrays.asList(planItemStr.split(","));
	395
	396	ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemCode);
	397	if (predictItem == null \|\| predictItem.getLastTime() == null) {
	398	return result;
	399	}
	400	String timeFormat = StringUtils.isBlank(reqVO.getTimeFormat()) ? DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND : reqVO.getTimeFormat();
	401	int lengthLeft = chartParams.get(CommonConstant.LENGTH_LEFT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_LEFT)).intValue();
	402	int lengthRight = chartParams.get(CommonConstant.LENGTH_RIGHT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_RIGHT)).intValue();
	403	Date[] timeArray = calResultTime(predictItem, reqVO.getStartTime(), reqVO.getEndTime(), lengthLeft, lengthRight);
	404	Date predictTime = timeArray[0];
	405	Date startTime = timeArray[1];
	406	Date endTime = timeArray[2];
	407	List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity(), timeFormat);
	408	List<String> legend = new ArrayList<>();
	409	LinkedHashMap<String, List<PlanDataRecordDTO>> record = new LinkedHashMap<>();
	410	ApiDataQueryDTO queryDTO = new ApiDataQueryDTO();
	411	queryDTO.setItemNos(planItemCodeList);
	412	queryDTO.setStart(startTime);
	413	queryDTO.setEnd(endTime);
	414	LinkedHashMap<String, List<ApiPlanDataDTO>> planData = planItemApi.queryPlanItemRecordValue(queryDTO);
	415	if (CollectionUtils.isEmpty(planData)) {
	416	planData.forEach((key, value) -> {
	417	record.put(key, ConvertUtils.sourceToTarget(value, PlanDataRecordDTO.class));
	418	});
	419	}
	420	result.setPredictTime(predictTime);
	421	result.setStartTime(startTime);
	422	result.setEndTime(endTime);
	423	result.setCategories(categories);
	424	result.setLegend(legend);
	425	result.setRecord(record);
328ef4	426	return result;
潘	427	}
	428
b368e6	429	/**
潘	430	* 获取真实值
	431	*
	432	* @param pointId
	433	* @param startTime
	434	* @param endTime
	435	* @return
	436	*/
	437	private List<Object[]> getHisData(String pointId, Date startTime, Date endTime) {
	438	List<Object[]> result = new ArrayList<>();
	439	ApiPointDTO pointDTO = dataPointApi.getInfoById(pointId);
	440	ApiPointValueQueryDTO queryPointDto = new ApiPointValueQueryDTO();
	441	queryPointDto.setPointNo(pointDTO.getPointNo());
	442	queryPointDto.setStart(startTime);
	443	queryPointDto.setEnd(endTime);
	444	List<ApiPointValueDTO> valueDTOS = dataPointApi.queryPointHistoryValue(queryPointDto);
	445	if (CollectionUtils.isEmpty(valueDTOS)) {
	446	return result;
	447	}
	448	valueDTOS.forEach(item -> {
	449	Object[] values = new Object[2];
214275	450	values[0] = DateUtils.format(item.getT(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
潘	451	values[1] = new BigDecimal(item.getV()).setScale(2, BigDecimal.ROUND_HALF_UP);
b368e6	452	result.add(values);
潘	453	});
	454	return result;
	455	}
	456
977edc	457	/**
潘	458	* 获取真实值
	459	*
	460	* @param pointId
	461	* @param startTime
	462	* @param endTime
	463	* @param timeFormat
	464	* @return
	465	*/
	466	private List<Object[]> getHisData(String pointId, Date startTime, Date endTime, String timeFormat) {
	467	List<Object[]> result = new ArrayList<>();
	468	ApiPointDTO pointDTO = dataPointApi.getInfoById(pointId);
	469	ApiPointValueQueryDTO queryPointDto = new ApiPointValueQueryDTO();
	470	queryPointDto.setPointNo(pointDTO.getPointNo());
	471	queryPointDto.setStart(startTime);
	472	queryPointDto.setEnd(endTime);
	473	List<ApiPointValueDTO> valueDTOS = dataPointApi.queryPointHistoryValue(queryPointDto);
	474	if (CollectionUtils.isEmpty(valueDTOS)) {
	475	return result;
	476	}
	477	valueDTOS.forEach(item -> {
	478	Object[] values = new Object[2];
	479	values[0] = DateUtils.format(item.getT(), timeFormat);
	480	values[1] = new BigDecimal(item.getV()).setScale(2, BigDecimal.ROUND_HALF_UP);
	481	result.add(values);
	482	});
	483	return result;
	484	}
	485
c5fe30	486	/**
潘	487	* 新增预警信息
	488	*
	489	* @param dto
	490	* @return
	491	*/
b368e6	492	@Override
潘	493	public Boolean createAlarmMessage(AlarmMessageRespDTO dto) {
c5fe30	494	try {
潘	495	mmPredictAlarmMessageService.create(ConvertUtils.sourceToTarget(dto, MmPredictAlarmMessageSaveReqVO.class));
	496	return true;
	497	} catch (Exception e) {
	498	return false;
	499	}
b368e6	500	}
潘	501
	502	@Override
	503	public List<AlarmMessageRespDTO> listAlarmMessage(Map<String, Object> params) {
	504	return null;
	505	}
	506
	507	@Override
9587d2	508	public List<AlarmConfigRespDTO> listAlarmConfig(Map<String, Object> params) {
L	509	return mmPredictAlarmConfigService.list(params);
	510	}
	511
	512	@Override
c5fe30	513	public AlarmMessageRespDTO getLastAlarmMessage(String alarmObj) {
潘	514	MmPredictAlarmMessageEntity entity = mmPredictAlarmMessageService.getLast(alarmObj);
	515	return ConvertUtils.sourceToTarget(entity, AlarmMessageRespDTO.class);
	516	}
	517
	518	@Override
b368e6	519	public Boolean createScheduleSuggest(ScheduleSuggestRespDTO dto) {
潘	520	return true;
	521	}
	522
	523	@Override
4072bc	524	public List<ScheduleSuggestRespDTO> listScheduleSuggest(Map<String, Object> params) {
3a6dfc	525	return Collections.emptyList();
L	526	}
	527
	528	@Override
055765	529	public List<ScheduleSuggestRespDTO> getLastLimitScheduleSuggest(String scheduleObj, Integer limit) {
潘	530	List<StScheduleSuggestEntity> list = stScheduleSuggestService.getList(scheduleObj, limit);
	531	return ConvertUtils.sourceToTarget(list, ScheduleSuggestRespDTO.class);
b368e6	532	}
潘	533
	534	@Override
	535	public Boolean modifyPredictModelSetting(List<PredictModelSettingReqDTO> dtos) {
	536	return true;
	537	}
	538
	539	@Override
	540	public Boolean modifyScheduleModelSetting(List<ScheduleModelSettingReqDTO> dtos) {
	541	return true;
	542	}
8a74e9	543
4072bc	544	@Override
L	545	public List<StScheduleSchemeDTO> listScheduleScheme(Map<String, Object> params) {
	546	return stScheduleSchemeService.list(params);
	547	}
	548
8a74e9	549
潘	550	private Date[] calResultTime(ItemVO predictItem, Date startTimeReq, Date endTimeReq, int lengthLeft, int lengthRight) {
	551	Date[] result = new Date[3];
	552	Date predictTime = predictItem.getLastTime();
	553	Date startTime = startTimeReq;
	554	if (startTime == null) {
	555	Calendar calendar = Calendar.getInstance();
	556	calendar.setTime(predictItem.getLastTime());
	557	calendar.add(Calendar.MINUTE, -1 * lengthLeft);
	558	startTime = calendar.getTime();
	559	}
	560	Date endTime = endTimeReq;
	561	if (endTime == null) {
	562	Calendar calendar = Calendar.getInstance();
	563	calendar.setTime(predictItem.getLastTime());
	564	calendar.add(Calendar.MINUTE, lengthRight);
	565	endTime = calendar.getTime();
	566	}
	567	if (endTime.getTime() <= startTime.getTime()) {
	568	Calendar calendar = Calendar.getInstance();
	569	calendar.setTime(startTime);
	570	calendar.add(Calendar.MINUTE, lengthRight);
	571	endTime = calendar.getTime();
	572	}
	573	result[0] = predictTime;
	574	result[1] = startTime;
	575	result[2] = endTime;
	576	return result;
	577	}
b368e6	578	}