iailab-plat.git

Merge remote-tracking branch 'origin/master'

liriming

2025-01-14 0809aa554fc906e73a383c34f88bb4153bb69b00

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b368e6	1	package com.iailab.module.model.api;
潘	2
0a7d0f	3	import com.iailab.framework.common.pojo.PageResult;
b368e6	4	import com.iailab.framework.common.util.date.DateUtils;
8a74e9	5	import com.iailab.framework.common.util.object.ConvertUtils;
潘	6	import com.iailab.module.data.api.plan.PlanItemApi;
	7	import com.iailab.module.data.api.plan.dto.ApiPlanDataDTO;
b368e6	8	import com.iailab.module.data.api.point.DataPointApi;
潘	9	import com.iailab.module.data.api.point.dto.ApiPointDTO;
	10	import com.iailab.module.data.api.point.dto.ApiPointValueDTO;
	11	import com.iailab.module.data.api.point.dto.ApiPointValueQueryDTO;
8a74e9	12	import com.iailab.module.data.common.ApiDataQueryDTO;
b368e6	13	import com.iailab.module.model.api.mcs.McsApi;
潘	14	import com.iailab.module.model.api.mcs.dto.*;
22e321	15	import com.iailab.module.model.common.enums.DataTypeEnum;
401492	16	import com.iailab.module.model.enums.CommonConstant;
91343d	17	import com.iailab.module.model.common.enums.PreLineTypeEnum;
22e321	18	import com.iailab.module.model.influxdb.pojo.InfluxModelResultByOutPutIdsPOJO;
D	19	import com.iailab.module.model.influxdb.service.InfluxDBService;
	20	import com.iailab.module.model.influxdb.vo.InfluxModelResultVO;
b368e6	21	import com.iailab.module.model.mcs.pre.entity.DmModuleEntity;
潘	22	import com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity;
c5fe30	23	import com.iailab.module.model.mcs.pre.entity.MmPredictAlarmMessageEntity;
b368e6	24	import com.iailab.module.model.mcs.pre.service.*;
22e321	25	import com.iailab.module.model.mcs.pre.vo.MmItemOutputRespVO;
c5fe30	26	import com.iailab.module.model.mcs.pre.vo.MmPredictAlarmMessageSaveReqVO;
22e321	27	import com.iailab.module.model.mcs.pre.vo.MmPredictItemRespVO;
055765	28	import com.iailab.module.model.mcs.sche.entity.StScheduleSuggestEntity;
4072bc	29	import com.iailab.module.model.mcs.sche.service.StScheduleSchemeService;
055765	30	import com.iailab.module.model.mcs.sche.service.StScheduleSuggestService;
19f359	31	import com.iailab.module.model.mcs.sche.vo.StScheduleSuggestSaveReqVO;
ead005	32	import com.iailab.module.model.mdk.vo.ItemVO;
730d19	33	import com.iailab.module.model.mpk.service.ChartParamService;
91343d	34	import com.iailab.module.model.mpk.service.ChartService;
b368e6	35	import lombok.extern.slf4j.Slf4j;
977edc	36	import org.apache.commons.lang3.StringUtils;
b368e6	37	import org.springframework.beans.factory.annotation.Autowired;
潘	38	import org.springframework.util.CollectionUtils;
	39	import org.springframework.validation.annotation.Validated;
	40	import org.springframework.web.bind.annotation.RestController;
	41
	42	import java.math.BigDecimal;
	43	import java.util.*;
22e321	44	import java.util.function.Function;
912419	45	import java.util.stream.Collectors;
22e321	46	import java.util.stream.Stream;
b368e6	47
潘	48	/**
	49	* @author PanZhibao
	50	* @Description
	51	* @createTime 2024年11月13日
	52	*/
	53	@Slf4j
	54	@RestController
	55	@Validated
	56	public class McsApiImpl implements McsApi {
	57
	58	@Autowired
6eeac9	59	private DataPointApi dataPointApi;
D	60
	61	@Autowired
b368e6	62	private DmModuleService dmModuleService;
潘	63
	64	@Autowired
	65	private MmPredictItemService mmPredictItemService;
	66
	67	@Autowired
	68	private MmItemOutputService mmItemOutputService;
	69
	70	@Autowired
	71	private MmItemResultService mmItemResultService;
	72
	73	@Autowired
	74	private MmItemResultLastPointService mmItemResultLastPointService;
91343d	75
潘	76	@Autowired
	77	private MmItemResultJsonService mmItemResultJsonService;
	78
	79	@Autowired
	80	private ChartService chartService;
c5fe30	81
潘	82	@Autowired
	83	private MmPredictAlarmMessageService mmPredictAlarmMessageService;
055765	84
潘	85	@Autowired
	86	private StScheduleSuggestService stScheduleSuggestService;
8a74e9	87
潘	88	@Autowired
	89	private PlanItemApi planItemApi;
9587d2	90
L	91	@Autowired
	92	private MmPredictAlarmConfigService mmPredictAlarmConfigService;
3a6dfc	93
4072bc	94	@Autowired
L	95	private StScheduleSchemeService stScheduleSchemeService;
730d19	96
D	97	@Autowired
	98	private ChartParamService chartParamService;
22e321	99
D	100	@Autowired
	101	private InfluxDBService influxDBService;
6eeac9	102
b368e6	103	private int HOUR_MINS = 60;
潘	104
	105	@Override
	106	public List<PredictItemTreeDTO> getPredictItemTree() {
	107	List<PredictItemTreeDTO> result = new ArrayList<>();
	108
	109	List<DmModuleEntity> moduleList = dmModuleService.list(new HashMap<>());
	110	if (CollectionUtils.isEmpty(moduleList)) {
	111	return result;
	112	}
	113	moduleList.forEach(item -> {
	114	PredictItemTreeDTO moduleOpt = new PredictItemTreeDTO();
	115	moduleOpt.setId(item.getId());
	116	moduleOpt.setLabel(item.getModulename());
	117	List<PredictItemTreeDTO> children = new ArrayList<>();
a4891a	118	List<ItemVO> itemList = mmPredictItemService.getByModuleId(item.getId());
b368e6	119	itemList.forEach(item1 -> {
潘	120	PredictItemTreeDTO chd = new PredictItemTreeDTO();
a4891a	121	chd.setLabel(item1.getItemName());
b368e6	122	chd.setId(item1.getId());
a4891a	123	List<PredictItemTreeDTO> chd1 = new ArrayList<>();
潘	124	List<MmItemOutputEntity> outList = mmItemOutputService.getByItemid(item1.getId());
	125	if (!CollectionUtils.isEmpty(outList)) {
	126	outList.forEach(out -> {
	127	PredictItemTreeDTO chd2 = new PredictItemTreeDTO();
	128	chd2.setId(out.getId());
f283ee	129	chd2.setLabel(out.getResultName());
a4891a	130	chd1.add(chd2);
潘	131	});
	132	}
	133	chd.setChildren(chd1);
b368e6	134	children.add(chd);
潘	135	});
	136	moduleOpt.setChildren(children);
	137	result.add(moduleOpt);
	138	});
	139	return result;
	140	}
	141
	142	@Override
	143	public PreDataBarLineRespVO getPreDataCharts(PreDataBarLineReqVO reqVO) {
	144	PreDataBarLineRespVO result = new PreDataBarLineRespVO();
a4891a	145	List<String> outIds = reqVO.getOutIds();
b368e6	146	List<String> legends = new ArrayList<>();
潘	147	List<PreDataViewRespDTO> dataViewList = new ArrayList<>();
9e844c	148	if (CollectionUtils.isEmpty(outIds)) {
b368e6	149	return result;
潘	150	}
	151	Date predictTime = reqVO.getPredictTime();
	152	if (predictTime == null) {
9e844c	153	MmItemOutputEntity output = mmItemOutputService.getOutPutById(reqVO.getOutIds().get(0));
b82ba2	154	ItemVO predictItem = mmPredictItemService.getItemByIdFromCache(output.getItemid());
9e844c	155	if (predictItem.getLastTime() != null) {
潘	156	predictTime = predictItem.getLastTime();
	157	} else {
	158	Calendar calendar = Calendar.getInstance();
	159	calendar.set(Calendar.MILLISECOND, 0);
	160	calendar.set(Calendar.SECOND, 0);
	161	predictTime = calendar.getTime();
	162	}
b368e6	163	}
潘	164	Date startTime = reqVO.getStartTime();
	165	if (startTime == null) {
	166	Calendar calendar = Calendar.getInstance();
	167	calendar.setTime(predictTime);
	168	calendar.add(Calendar.HOUR_OF_DAY, -1);
	169	startTime = calendar.getTime();
	170	}
	171	Date endTime = reqVO.getEndTime();
	172	if (endTime == null) {
	173	Calendar calendar = Calendar.getInstance();
	174	calendar.setTime(predictTime);
	175	calendar.add(Calendar.HOUR_OF_DAY, 1);
	176	endTime = calendar.getTime();
	177	}
	178
a4891a	179	for (int i = 0; i < outIds.size(); i++) {
b368e6	180	PreDataViewRespDTO viewDto = new PreDataViewRespDTO();
a4891a	181	String outId = outIds.get(i);
潘	182	MmItemOutputEntity output = mmItemOutputService.getOutPutById(outId);
b368e6	183	if (output == null) {
9e844c	184	continue;
b368e6	185	}
f283ee	186	legends.add(output.getResultName());
9e844c	187	viewDto.setItemId(output.getItemid());
潘	188	viewDto.setOutId(outId);
	189	viewDto.setResultstr(output.getResultstr());
f283ee	190	viewDto.setResultName(output.getResultName());
b368e6	191	viewDto.setRealData(getHisData(output.getPointid(), startTime, endTime));
977edc	192	viewDto.setPreDataN(mmItemResultService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
潘	193	viewDto.setPreDataL(mmItemResultLastPointService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
b368e6	194
潘	195	List<Double> values = new ArrayList<>();
	196	if (!CollectionUtils.isEmpty(viewDto.getRealData())) {
	197	List<Double> hisValues = new ArrayList<>();
	198	viewDto.getRealData().forEach(item -> {
	199	values.add(Double.parseDouble(item[1].toString()));
	200	hisValues.add(Double.parseDouble(item[1].toString()));
	201	});
	202	viewDto.setHisMax(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	203	viewDto.setHisMin(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	204	viewDto.setHisAvg(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	205	viewDto.setHisCumulant(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).sum())
	206	.divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP));
	207	}
	208	if (!CollectionUtils.isEmpty(viewDto.getPreDataN())) {
	209	viewDto.getPreDataN().forEach(item -> {
	210	values.add(Double.parseDouble(item[1].toString()));
	211	});
	212	}
	213	if (!CollectionUtils.isEmpty(viewDto.getPreDataL())) {
	214	List<Double> preValues = new ArrayList<>();
	215	viewDto.getPreDataL().forEach(item -> {
	216	values.add(Double.parseDouble(item[1].toString()));
	217	preValues.add(Double.parseDouble(item[1].toString()));
	218	});
	219	viewDto.setPreMax(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	220	viewDto.setPreMin(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	221	viewDto.setPreAvg(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	222	}
	223	if (!CollectionUtils.isEmpty(viewDto.getCurData())) {
	224	List<Double> preValues = new ArrayList<>();
	225	viewDto.getCurData().forEach(item -> {
	226	values.add(Double.parseDouble(item[1].toString()));
	227	preValues.add(Double.parseDouble(item[1].toString()));
	228	});
	229	viewDto.setPreCumulant(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).sum())
	230	.divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP));
	231	}
	232	if (!CollectionUtils.isEmpty(viewDto.getAdjData())) {
	233	viewDto.getAdjData().forEach(item -> {
	234	values.add(Double.parseDouble(item[1].toString()));
	235	});
	236	}
	237	if (!CollectionUtils.isEmpty(values)) {
	238	viewDto.setMaxValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	239	viewDto.setMinValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	240	}
	241	dataViewList.add(viewDto);
	242	}
	243	result.setStartTime(startTime);
	244	result.setEndTime(endTime);
	245	result.setPredictTime(predictTime);
	246	result.setCategories(DateUtils.getTimeScale(startTime, endTime, 60));
	247	result.setLegend(legends);
	248	result.setDataViewList(dataViewList);
	249	return result;
	250	}
	251
ead005	252	@Override
潘	253	public PreDataItemChartRespVO getPreDataItemChart(PreDataItemChartReqVO reqVO) {
	254	PreDataItemChartRespVO result = new PreDataItemChartRespVO();
864b61	255	ItemVO predictItem = mmPredictItemService.getItemById(reqVO.getItemId());
ead005	256	if (predictItem == null) {
潘	257	return result;
	258	}
	259	if (predictItem.getLastTime() == null) {
	260	return result;
	261	}
328ef4	262	result.setPredictTime(predictItem.getLastTime());
ead005	263	Date startTime = reqVO.getStartTime();
潘	264	if (startTime == null) {
	265	Calendar calendar = Calendar.getInstance();
	266	calendar.setTime(predictItem.getLastTime());
e691b9	267	calendar.add(Calendar.SECOND, -1 * predictItem.getPredictLength() * predictItem.getGranularity());
ead005	268	startTime = calendar.getTime();
潘	269	}
	270	Date endTime = reqVO.getEndTime();
	271	if (endTime == null) {
	272	Calendar calendar = Calendar.getInstance();
	273	calendar.setTime(predictItem.getLastTime());
e691b9	274	calendar.add(Calendar.SECOND, predictItem.getPredictLength() * predictItem.getGranularity());
ead005	275	endTime = calendar.getTime();
潘	276	}
1f9784	277	if (endTime.getTime() <= startTime.getTime()) {
潘	278	Calendar calendar = Calendar.getInstance();
	279	calendar.setTime(startTime);
e691b9	280	calendar.add(Calendar.SECOND, predictItem.getPredictLength() * predictItem.getGranularity());
1f9784	281	endTime = calendar.getTime();
潘	282	}
	283
ead005	284	List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity());
潘	285	List<String> legend = new ArrayList<>();
	286	LinkedHashMap<String, PreDataSampleViewRespDTO> viewMap = new LinkedHashMap<>();
	287	List<MmItemOutputEntity> outs = mmItemOutputService.getByItemid(reqVO.getItemId());
	288	if (CollectionUtils.isEmpty(outs)) {
	289	return result;
	290	}
	291	for (MmItemOutputEntity out : outs) {
f283ee	292	legend.add(out.getResultName());
ead005	293	PreDataSampleViewRespDTO viewDto = new PreDataSampleViewRespDTO();
85b200	294	if (StringUtils.isNotBlank(out.getPointid())) {
D	295	viewDto.setRealData(getHisData(out.getPointid(), startTime, endTime));
	296	}
977edc	297	viewDto.setPreDataN(mmItemResultService.getData(out.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
f283ee	298	viewMap.put(out.getResultName(), viewDto);
ead005	299	}
潘	300	result.setStartTime(startTime);
	301	result.setEndTime(endTime);
	302	result.setCategories(categories);
	303	result.setLegend(legend);
	304	result.setViewMap(viewMap);
	305	return result;
	306	}
	307
328ef4	308	@Override
91343d	309	public PreDataSingleChartRespVO getPreDataSingleChart(PreDataSingleChartReqVO reqVO) {
潘	310	PreDataSingleChartRespVO result = new PreDataSingleChartRespVO();
328ef4	311
91343d	312	Map<String, String> chartParams = chartService.getByChartCode(reqVO.getChartCode());
潘	313	if (CollectionUtils.isEmpty(chartParams)) {
	314	return result;
	315	}
	316	String itemCode = chartParams.get(CommonConstant.ITEM_CODE);
	317	if (itemCode == null) {
	318	return result;
	319	}
	320	String resultStr = chartParams.get(CommonConstant.RESULT_STR);
	321	if (resultStr == null) {
	322	return result;
	323	}
bd9085	324	String resultIndex = chartParams.get(CommonConstant.RESULT_INDEX);
潘	325
91343d	326	ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemCode);
潘	327	if (predictItem == null \|\| predictItem.getLastTime() == null) {
	328	return result;
	329	}
977edc	330	String timeFormat = StringUtils.isBlank(reqVO.getTimeFormat()) ? DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND : reqVO.getTimeFormat();
潘	331	PreLineTypeEnum lineType = chartParams.get(CommonConstant.LINE_TYPE) == null ? PreLineTypeEnum.TN : PreLineTypeEnum.getEumByCode(chartParams.get(CommonConstant.LINE_TYPE));
91343d	332	BigDecimal rangeH = chartParams.get(CommonConstant.RANGE_H) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.RANGE_H));
潘	333	BigDecimal rangeL = chartParams.get(CommonConstant.RANGE_L) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.RANGE_L));
	334	BigDecimal limitH = chartParams.get(CommonConstant.LIMIT_H) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.LIMIT_H));
	335	BigDecimal limitL = chartParams.get(CommonConstant.LIMIT_L) == null ? BigDecimal.ZERO : new BigDecimal(chartParams.get(CommonConstant.LIMIT_L));
	336	int lengthLeft = chartParams.get(CommonConstant.LENGTH_LEFT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_LEFT)).intValue();
	337	int lengthRight = chartParams.get(CommonConstant.LENGTH_RIGHT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_RIGHT)).intValue();
8a74e9	338
潘	339	Date[] timeArray = calResultTime(predictItem, reqVO.getStartTime(), reqVO.getEndTime(), lengthLeft, lengthRight);
	340	Date predictTime = timeArray[0];
	341	Date startTime = timeArray[1];
	342	Date endTime = timeArray[2];
	343
977edc	344	List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity(), timeFormat);
91343d	345	List<String> legend = new ArrayList<>();
bdab69	346	MmItemOutputEntity outPut = mmItemOutputService.getByItemid(predictItem.getId(), resultStr, resultIndex);
91343d	347	PreDataViewRespDTO dataView = new PreDataViewRespDTO();
潘	348	dataView.setItemId(predictItem.getId());
	349	dataView.setItemName(predictItem.getItemName());
	350	dataView.setResultstr(resultStr);
	351	dataView.setRangeH(rangeH);
	352	dataView.setRangeL(rangeL);
	353	dataView.setLimitH(limitH);
	354	dataView.setLimitL(limitL);
b6bfe8	355	if (StringUtils.isNotBlank(outPut.getPointid())) {
D	356	dataView.setRealData(getHisData(outPut.getPointid(), startTime, endTime, timeFormat));
	357	} else {
	358	dataView.setRealData(new ArrayList<>());
	359	}
977edc	360	dataView.setCurData(mmItemResultJsonService.getData(outPut.getId(), predictTime, timeFormat));
91343d	361	switch (lineType) {
潘	362	case TN:
977edc	363	dataView.setPreDataN(mmItemResultService.getData(outPut.getId(), startTime, endTime, timeFormat));
91343d	364	break;
潘	365	case TL:
977edc	366	dataView.setPreDataN(mmItemResultService.getData(outPut.getId(), predictTime, endTime, timeFormat));
潘	367	dataView.setPreDataL(mmItemResultLastPointService.getData(outPut.getId(), startTime, endTime, timeFormat));
91343d	368	break;
潘	369	default:
	370	break;
	371	}
912419	372
潘	373	if (!CollectionUtils.isEmpty(dataView.getCurData())) {
	374	List<Double> curList = dataView.getCurData().stream().map(t -> {
	375	return new Double(t[1].toString());
	376	}).collect(Collectors.toList());
	377	dataView.setPreMax(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	378	dataView.setPreMin(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	379	}
	380
9904da	381	String alarmObj = chartParams.get(CommonConstant.ALARM_OBJ);
潘	382	if (StringUtils.isNotBlank(alarmObj)) {
	383	List<AlarmMessageRespDTO> alarmList = ConvertUtils.sourceToTarget(mmPredictAlarmMessageService.getList(alarmObj, predictTime), AlarmMessageRespDTO.class);
8ccce9	384	dataView.setAlarmList(alarmList);
9904da	385	}
潘	386
8a74e9	387	result.setPredictTime(predictTime);
91343d	388	result.setStartTime(startTime);
潘	389	result.setEndTime(endTime);
	390	result.setCategories(categories);
	391	result.setLegend(legend);
	392	result.setDataView(dataView);
8a74e9	393	return result;
潘	394	}
	395
	396	@Override
d9fe8f	397	public Map<String, List<Object[]>> getPreDataCur(PreDataJsonReqVO reqVO) {
潘	398	Map<String, List<Object[]>> result = new HashMap<>();
	399	if (reqVO == null \|\| reqVO.getPredictTime() == null \|\| CollectionUtils.isEmpty(reqVO.getOutputIdList())) {
	400	return result;
	401	}
	402	reqVO.getOutputIdList().forEach(outPutId -> {
	403	result.put(outPutId, mmItemResultJsonService.getData(outPutId, reqVO.getPredictTime(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
	404	});
	405	return result;
	406	}
	407
	408	@Override
8a74e9	409	public PlanDataSingleChartRespVO getPlanDataSingleChart(PreDataSingleChartReqVO reqVO) {
潘	410	PlanDataSingleChartRespVO result = new PlanDataSingleChartRespVO();
	411	Map<String, String> chartParams = chartService.getByChartCode(reqVO.getChartCode());
	412	if (CollectionUtils.isEmpty(chartParams)) {
	413	return result;
	414	}
	415	String itemCode = chartParams.get(CommonConstant.ITEM_CODE);
	416	if (itemCode == null) {
	417	return result;
	418	}
	419	String planItemStr = chartParams.get(CommonConstant.PLAN_ITEM_LIST);
	420	if (planItemStr == null) {
	421	return result;
	422	}
	423	List<String> planItemCodeList = Arrays.asList(planItemStr.split(","));
	424
	425	ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemCode);
	426	if (predictItem == null \|\| predictItem.getLastTime() == null) {
	427	return result;
	428	}
	429	String timeFormat = StringUtils.isBlank(reqVO.getTimeFormat()) ? DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND : reqVO.getTimeFormat();
	430	int lengthLeft = chartParams.get(CommonConstant.LENGTH_LEFT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_LEFT)).intValue();
	431	int lengthRight = chartParams.get(CommonConstant.LENGTH_RIGHT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_RIGHT)).intValue();
	432	Date[] timeArray = calResultTime(predictItem, reqVO.getStartTime(), reqVO.getEndTime(), lengthLeft, lengthRight);
	433	Date predictTime = timeArray[0];
	434	Date startTime = timeArray[1];
	435	Date endTime = timeArray[2];
	436	List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity(), timeFormat);
	437	List<String> legend = new ArrayList<>();
	438	LinkedHashMap<String, List<PlanDataRecordDTO>> record = new LinkedHashMap<>();
	439	ApiDataQueryDTO queryDTO = new ApiDataQueryDTO();
	440	queryDTO.setItemNos(planItemCodeList);
	441	queryDTO.setStart(startTime);
	442	queryDTO.setEnd(endTime);
	443	LinkedHashMap<String, List<ApiPlanDataDTO>> planData = planItemApi.queryPlanItemRecordValue(queryDTO);
	444	if (CollectionUtils.isEmpty(planData)) {
	445	planData.forEach((key, value) -> {
	446	record.put(key, ConvertUtils.sourceToTarget(value, PlanDataRecordDTO.class));
	447	});
	448	}
	449	result.setPredictTime(predictTime);
	450	result.setStartTime(startTime);
	451	result.setEndTime(endTime);
	452	result.setCategories(categories);
	453	result.setLegend(legend);
	454	result.setRecord(record);
328ef4	455	return result;
潘	456	}
	457
b368e6	458	/**
潘	459	* 获取真实值
	460	*
	461	* @param pointId
	462	* @param startTime
	463	* @param endTime
	464	* @return
	465	*/
	466	private List<Object[]> getHisData(String pointId, Date startTime, Date endTime) {
	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];
214275	479	values[0] = DateUtils.format(item.getT(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
潘	480	values[1] = new BigDecimal(item.getV()).setScale(2, BigDecimal.ROUND_HALF_UP);
b368e6	481	result.add(values);
潘	482	});
	483	return result;
	484	}
	485
977edc	486	/**
潘	487	* 获取真实值
	488	*
	489	* @param pointId
	490	* @param startTime
	491	* @param endTime
	492	* @param timeFormat
	493	* @return
	494	*/
	495	private List<Object[]> getHisData(String pointId, Date startTime, Date endTime, String timeFormat) {
	496	List<Object[]> result = new ArrayList<>();
	497	ApiPointDTO pointDTO = dataPointApi.getInfoById(pointId);
	498	ApiPointValueQueryDTO queryPointDto = new ApiPointValueQueryDTO();
	499	queryPointDto.setPointNo(pointDTO.getPointNo());
	500	queryPointDto.setStart(startTime);
	501	queryPointDto.setEnd(endTime);
	502	List<ApiPointValueDTO> valueDTOS = dataPointApi.queryPointHistoryValue(queryPointDto);
	503	if (CollectionUtils.isEmpty(valueDTOS)) {
	504	return result;
	505	}
	506	valueDTOS.forEach(item -> {
	507	Object[] values = new Object[2];
	508	values[0] = DateUtils.format(item.getT(), timeFormat);
	509	values[1] = new BigDecimal(item.getV()).setScale(2, BigDecimal.ROUND_HALF_UP);
	510	result.add(values);
	511	});
	512	return result;
	513	}
	514
c5fe30	515	/**
潘	516	* 新增预警信息
	517	*
	518	* @param dto
	519	* @return
	520	*/
b368e6	521	@Override
潘	522	public Boolean createAlarmMessage(AlarmMessageRespDTO dto) {
c5fe30	523	try {
潘	524	mmPredictAlarmMessageService.create(ConvertUtils.sourceToTarget(dto, MmPredictAlarmMessageSaveReqVO.class));
	525	return true;
	526	} catch (Exception e) {
	527	return false;
	528	}
b368e6	529	}
潘	530
	531	@Override
	532	public List<AlarmMessageRespDTO> listAlarmMessage(Map<String, Object> params) {
	533	return null;
	534	}
	535
	536	@Override
9587d2	537	public List<AlarmConfigRespDTO> listAlarmConfig(Map<String, Object> params) {
L	538	return mmPredictAlarmConfigService.list(params);
	539	}
	540
	541	@Override
c5fe30	542	public AlarmMessageRespDTO getLastAlarmMessage(String alarmObj) {
潘	543	MmPredictAlarmMessageEntity entity = mmPredictAlarmMessageService.getLast(alarmObj);
	544	return ConvertUtils.sourceToTarget(entity, AlarmMessageRespDTO.class);
	545	}
	546
	547	@Override
b368e6	548	public Boolean createScheduleSuggest(ScheduleSuggestRespDTO dto) {
19f359	549	stScheduleSuggestService.create(ConvertUtils.sourceToTarget(dto, StScheduleSuggestSaveReqVO.class));
b368e6	550	return true;
潘	551	}
	552
	553	@Override
4072bc	554	public List<ScheduleSuggestRespDTO> listScheduleSuggest(Map<String, Object> params) {
3a6dfc	555	return Collections.emptyList();
L	556	}
	557
	558	@Override
055765	559	public List<ScheduleSuggestRespDTO> getLastLimitScheduleSuggest(String scheduleObj, Integer limit) {
潘	560	List<StScheduleSuggestEntity> list = stScheduleSuggestService.getList(scheduleObj, limit);
	561	return ConvertUtils.sourceToTarget(list, ScheduleSuggestRespDTO.class);
b368e6	562	}
潘	563
	564	@Override
	565	public Boolean modifyPredictModelSetting(List<PredictModelSettingReqDTO> dtos) {
	566	return true;
	567	}
	568
	569	@Override
	570	public Boolean modifyScheduleModelSetting(List<ScheduleModelSettingReqDTO> dtos) {
	571	return true;
	572	}
8a74e9	573
4072bc	574	@Override
ed4107	575	public List<StScheduleSchemeDTO> listScheduleScheme(String triggerMethod, String triggerCondition) {
潘	576	Map<String, Object> params = new HashMap<>();
	577	params.put("triggerMethod", triggerMethod);
	578	params.put("triggerCondition", triggerCondition);
4072bc	579	return stScheduleSchemeService.list(params);
6eeac9	580	}
8a74e9	581
730d19	582	@Override
D	583	public List<ChartParamDTO> getChartParamList(String chartCode) {
	584	if (StringUtils.isBlank(chartCode)) {
	585	return null;
	586	}
	587	return chartParamService.list(chartCode);
	588	}
	589
0a7d0f	590	@Override
潘	591	public PageResult<StAlarmAndSuggestRespVO> getAlarmAndSuggestPage(StAlarmAndSuggestPageReqVO reqVO) {
	592	return stScheduleSchemeService.getAlarmAndSuggestPage(reqVO);
	593	}
	594
22e321	595	@Override
D	596	public Map<String, Map<String, Double>> getPreDoubleData(PreDoubleDataReqVO reqVO) {
	597	List<MmPredictItemRespVO> doubleItemOutPuts = mmPredictItemService.getDoubleOutPutsByItemNos(reqVO.getItemNos());
	598
	599	//<itemNo,<resultStr,double>>
	600	Map<String, Map<String, Double>> result = new HashMap<>(reqVO.getItemNos().size());
	601
	602	for (MmPredictItemRespVO mmPredictItemRespVO : doubleItemOutPuts) {
	603	List<String> outPutIds = mmPredictItemRespVO.getOutPuts().stream().map(MmItemOutputRespVO::getId).collect(Collectors.toList());
	604	InfluxModelResultByOutPutIdsPOJO pojo = new InfluxModelResultByOutPutIdsPOJO();
	605	pojo.setOutPutIds(outPutIds);
	606	pojo.setType(DataTypeEnum.FLOAT.getCode());
	607	Map<String, List<InfluxModelResultVO>> outPutIdDoubles = influxDBService.queryModelResultsByOutPutIds(pojo, mmPredictItemRespVO.getLastTime(), mmPredictItemRespVO.getLastTime());
	608	Map<String, Double> outPutIdDouble = new HashMap<>(outPutIds.size());
	609	for (MmItemOutputRespVO outPut : mmPredictItemRespVO.getOutPuts()) {
	610	String outPutId = outPut.getId();
	611	if (outPutIdDoubles.containsKey(outPutId)) {
	612	List<InfluxModelResultVO> influxModelResultVOS = outPutIdDoubles.get(outPutId);
	613	if (!CollectionUtils.isEmpty(influxModelResultVOS)) {
	614	outPutIdDouble.put(outPut.getResultstr(),Double.valueOf(influxModelResultVOS.get(0).getValue().toString()));
	615	}
	616	}
	617	}
	618	result.put(mmPredictItemRespVO.getItemno(),outPutIdDouble);
	619	}
	620	return result;
	621	}
	622
8a74e9	623	private Date[] calResultTime(ItemVO predictItem, Date startTimeReq, Date endTimeReq, int lengthLeft, int lengthRight) {
潘	624	Date[] result = new Date[3];
	625	Date predictTime = predictItem.getLastTime();
	626	Date startTime = startTimeReq;
	627	if (startTime == null) {
	628	Calendar calendar = Calendar.getInstance();
	629	calendar.setTime(predictItem.getLastTime());
	630	calendar.add(Calendar.MINUTE, -1 * lengthLeft);
	631	startTime = calendar.getTime();
	632	}
	633	Date endTime = endTimeReq;
	634	if (endTime == null) {
	635	Calendar calendar = Calendar.getInstance();
	636	calendar.setTime(predictItem.getLastTime());
	637	calendar.add(Calendar.MINUTE, lengthRight);
	638	endTime = calendar.getTime();
	639	}
	640	if (endTime.getTime() <= startTime.getTime()) {
	641	Calendar calendar = Calendar.getInstance();
	642	calendar.setTime(startTime);
	643	calendar.add(Calendar.MINUTE, lengthRight);
	644	endTime = calendar.getTime();
	645	}
	646	result[0] = predictTime;
	647	result[1] = startTime;
	648	result[2] = endTime;
	649	return result;
	650	}
b368e6	651	}