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潘志宝

2024-11-22 8a74e9c0f3f9fbf5709201719431d0a2b7cb8794

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