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2025-02-07 0dc07f5709b9505889b18a5effc0d2099c6e3397

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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.*;
153763	15	import com.iailab.module.model.api.mdk.dto.StScheduleRecordVO;
22e321	16	import com.iailab.module.model.common.enums.DataTypeEnum;
91343d	17	import com.iailab.module.model.common.enums.PreLineTypeEnum;
153763	18	import com.iailab.module.model.enums.CommonConstant;
22e321	19	import com.iailab.module.model.influxdb.pojo.InfluxModelResultByOutPutIdsPOJO;
D	20	import com.iailab.module.model.influxdb.service.InfluxDBService;
	21	import com.iailab.module.model.influxdb.vo.InfluxModelResultVO;
b368e6	22	import com.iailab.module.model.mcs.pre.entity.DmModuleEntity;
潘	23	import com.iailab.module.model.mcs.pre.entity.MmItemOutputEntity;
c5fe30	24	import com.iailab.module.model.mcs.pre.entity.MmPredictAlarmMessageEntity;
b368e6	25	import com.iailab.module.model.mcs.pre.service.*;
22e321	26	import com.iailab.module.model.mcs.pre.vo.MmItemOutputRespVO;
c5fe30	27	import com.iailab.module.model.mcs.pre.vo.MmPredictAlarmMessageSaveReqVO;
22e321	28	import com.iailab.module.model.mcs.pre.vo.MmPredictItemRespVO;
e9506a	29	import com.iailab.module.model.mcs.sche.entity.StScheduleModelEntity;
055765	30	import com.iailab.module.model.mcs.sche.entity.StScheduleSuggestEntity;
e9506a	31	import com.iailab.module.model.mcs.sche.service.*;
19f359	32	import com.iailab.module.model.mcs.sche.vo.StScheduleSuggestSaveReqVO;
ead005	33	import com.iailab.module.model.mdk.vo.ItemVO;
730d19	34	import com.iailab.module.model.mpk.service.ChartParamService;
91343d	35	import com.iailab.module.model.mpk.service.ChartService;
af72d8	36	import com.iailab.module.model.mpk.service.ElectricityPriceSegmentedService;
b368e6	37	import lombok.extern.slf4j.Slf4j;
977edc	38	import org.apache.commons.lang3.StringUtils;
b368e6	39	import org.springframework.beans.factory.annotation.Autowired;
潘	40	import org.springframework.util.CollectionUtils;
	41	import org.springframework.validation.annotation.Validated;
	42	import org.springframework.web.bind.annotation.RestController;
	43
	44	import java.math.BigDecimal;
	45	import java.util.*;
912419	46	import java.util.stream.Collectors;
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;
dec0c2	96
D	97	@Autowired
	98	private StScheduleRecordService stScheduleRecordService;
730d19	99
D	100	@Autowired
	101	private ChartParamService chartParamService;
22e321	102
D	103	@Autowired
	104	private InfluxDBService influxDBService;
af72d8	105
J	106	@Autowired
	107	private ElectricityPriceSegmentedService electricityPriceSegmentedService;
e9506a	108
J	109	@Autowired
	110	private StScheduleModelService stScheduleModelService;
	111
	112	@Autowired
	113	private StScheduleModelSettingService stScheduleModelSettingService;
	114
6eeac9	115
b368e6	116	private int HOUR_MINS = 60;
潘	117
	118	@Override
	119	public List<PredictItemTreeDTO> getPredictItemTree() {
	120	List<PredictItemTreeDTO> result = new ArrayList<>();
	121
	122	List<DmModuleEntity> moduleList = dmModuleService.list(new HashMap<>());
	123	if (CollectionUtils.isEmpty(moduleList)) {
	124	return result;
	125	}
	126	moduleList.forEach(item -> {
	127	PredictItemTreeDTO moduleOpt = new PredictItemTreeDTO();
	128	moduleOpt.setId(item.getId());
	129	moduleOpt.setLabel(item.getModulename());
	130	List<PredictItemTreeDTO> children = new ArrayList<>();
a4891a	131	List<ItemVO> itemList = mmPredictItemService.getByModuleId(item.getId());
b368e6	132	itemList.forEach(item1 -> {
潘	133	PredictItemTreeDTO chd = new PredictItemTreeDTO();
a4891a	134	chd.setLabel(item1.getItemName());
b368e6	135	chd.setId(item1.getId());
a4891a	136	List<PredictItemTreeDTO> chd1 = new ArrayList<>();
潘	137	List<MmItemOutputEntity> outList = mmItemOutputService.getByItemid(item1.getId());
	138	if (!CollectionUtils.isEmpty(outList)) {
	139	outList.forEach(out -> {
	140	PredictItemTreeDTO chd2 = new PredictItemTreeDTO();
	141	chd2.setId(out.getId());
f283ee	142	chd2.setLabel(out.getResultName());
a4891a	143	chd1.add(chd2);
潘	144	});
	145	}
	146	chd.setChildren(chd1);
b368e6	147	children.add(chd);
潘	148	});
	149	moduleOpt.setChildren(children);
	150	result.add(moduleOpt);
	151	});
	152	return result;
	153	}
	154
	155	@Override
	156	public PreDataBarLineRespVO getPreDataCharts(PreDataBarLineReqVO reqVO) {
	157	PreDataBarLineRespVO result = new PreDataBarLineRespVO();
a4891a	158	List<String> outIds = reqVO.getOutIds();
b368e6	159	List<String> legends = new ArrayList<>();
潘	160	List<PreDataViewRespDTO> dataViewList = new ArrayList<>();
9e844c	161	if (CollectionUtils.isEmpty(outIds)) {
b368e6	162	return result;
潘	163	}
	164	Date predictTime = reqVO.getPredictTime();
	165	if (predictTime == null) {
d22d56	166	MmItemOutputEntity output = null;
潘	167	for (String outId : outIds) {
	168	output = mmItemOutputService.getOutPutById(outId);
	169	if (output != null) {
	170	break;
	171	}
	172	}
b82ba2	173	ItemVO predictItem = mmPredictItemService.getItemByIdFromCache(output.getItemid());
9e844c	174	if (predictItem.getLastTime() != null) {
潘	175	predictTime = predictItem.getLastTime();
	176	} else {
	177	Calendar calendar = Calendar.getInstance();
	178	calendar.set(Calendar.MILLISECOND, 0);
	179	calendar.set(Calendar.SECOND, 0);
	180	predictTime = calendar.getTime();
	181	}
b368e6	182	}
潘	183	Date startTime = reqVO.getStartTime();
	184	if (startTime == null) {
	185	Calendar calendar = Calendar.getInstance();
	186	calendar.setTime(predictTime);
	187	calendar.add(Calendar.HOUR_OF_DAY, -1);
	188	startTime = calendar.getTime();
	189	}
	190	Date endTime = reqVO.getEndTime();
	191	if (endTime == null) {
	192	Calendar calendar = Calendar.getInstance();
	193	calendar.setTime(predictTime);
	194	calendar.add(Calendar.HOUR_OF_DAY, 1);
	195	endTime = calendar.getTime();
	196	}
	197
a4891a	198	for (int i = 0; i < outIds.size(); i++) {
b368e6	199	PreDataViewRespDTO viewDto = new PreDataViewRespDTO();
a4891a	200	String outId = outIds.get(i);
潘	201	MmItemOutputEntity output = mmItemOutputService.getOutPutById(outId);
b368e6	202	if (output == null) {
9e844c	203	continue;
b368e6	204	}
f283ee	205	legends.add(output.getResultName());
9e844c	206	viewDto.setItemId(output.getItemid());
潘	207	viewDto.setOutId(outId);
	208	viewDto.setResultstr(output.getResultstr());
f283ee	209	viewDto.setResultName(output.getResultName());
b368e6	210	viewDto.setRealData(getHisData(output.getPointid(), startTime, endTime));
977edc	211	viewDto.setPreDataN(mmItemResultService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
潘	212	viewDto.setPreDataL(mmItemResultLastPointService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
b368e6	213
潘	214	List<Double> values = new ArrayList<>();
	215	if (!CollectionUtils.isEmpty(viewDto.getRealData())) {
	216	List<Double> hisValues = new ArrayList<>();
	217	viewDto.getRealData().forEach(item -> {
	218	values.add(Double.parseDouble(item[1].toString()));
	219	hisValues.add(Double.parseDouble(item[1].toString()));
	220	});
	221	viewDto.setHisMax(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	222	viewDto.setHisMin(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	223	viewDto.setHisAvg(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	224	viewDto.setHisCumulant(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).sum())
	225	.divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP));
	226	}
	227	if (!CollectionUtils.isEmpty(viewDto.getPreDataN())) {
	228	viewDto.getPreDataN().forEach(item -> {
	229	values.add(Double.parseDouble(item[1].toString()));
	230	});
	231	}
	232	if (!CollectionUtils.isEmpty(viewDto.getPreDataL())) {
	233	List<Double> preValues = new ArrayList<>();
	234	viewDto.getPreDataL().forEach(item -> {
	235	values.add(Double.parseDouble(item[1].toString()));
	236	preValues.add(Double.parseDouble(item[1].toString()));
	237	});
	238	viewDto.setPreMax(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	239	viewDto.setPreMin(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	240	viewDto.setPreAvg(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	241	}
	242	if (!CollectionUtils.isEmpty(viewDto.getCurData())) {
	243	List<Double> preValues = new ArrayList<>();
	244	viewDto.getCurData().forEach(item -> {
	245	values.add(Double.parseDouble(item[1].toString()));
	246	preValues.add(Double.parseDouble(item[1].toString()));
	247	});
	248	viewDto.setPreCumulant(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).sum())
	249	.divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP));
	250	}
	251	if (!CollectionUtils.isEmpty(viewDto.getAdjData())) {
	252	viewDto.getAdjData().forEach(item -> {
	253	values.add(Double.parseDouble(item[1].toString()));
	254	});
	255	}
	256	if (!CollectionUtils.isEmpty(values)) {
	257	viewDto.setMaxValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	258	viewDto.setMinValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	259	}
	260	dataViewList.add(viewDto);
	261	}
	262	result.setStartTime(startTime);
	263	result.setEndTime(endTime);
	264	result.setPredictTime(predictTime);
	265	result.setCategories(DateUtils.getTimeScale(startTime, endTime, 60));
	266	result.setLegend(legends);
	267	result.setDataViewList(dataViewList);
	268	return result;
	269	}
	270
ead005	271	@Override
潘	272	public PreDataItemChartRespVO getPreDataItemChart(PreDataItemChartReqVO reqVO) {
	273	PreDataItemChartRespVO result = new PreDataItemChartRespVO();
864b61	274	ItemVO predictItem = mmPredictItemService.getItemById(reqVO.getItemId());
ead005	275	if (predictItem == null) {
潘	276	return result;
	277	}
	278	if (predictItem.getLastTime() == null) {
	279	return result;
	280	}
328ef4	281	result.setPredictTime(predictItem.getLastTime());
ead005	282	Date startTime = reqVO.getStartTime();
潘	283	if (startTime == null) {
	284	Calendar calendar = Calendar.getInstance();
	285	calendar.setTime(predictItem.getLastTime());
e691b9	286	calendar.add(Calendar.SECOND, -1 * predictItem.getPredictLength() * predictItem.getGranularity());
ead005	287	startTime = calendar.getTime();
潘	288	}
	289	Date endTime = reqVO.getEndTime();
	290	if (endTime == null) {
	291	Calendar calendar = Calendar.getInstance();
	292	calendar.setTime(predictItem.getLastTime());
e691b9	293	calendar.add(Calendar.SECOND, predictItem.getPredictLength() * predictItem.getGranularity());
ead005	294	endTime = calendar.getTime();
潘	295	}
1f9784	296	if (endTime.getTime() <= startTime.getTime()) {
潘	297	Calendar calendar = Calendar.getInstance();
	298	calendar.setTime(startTime);
e691b9	299	calendar.add(Calendar.SECOND, predictItem.getPredictLength() * predictItem.getGranularity());
1f9784	300	endTime = calendar.getTime();
潘	301	}
	302
ead005	303	List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity());
潘	304	List<String> legend = new ArrayList<>();
	305	LinkedHashMap<String, PreDataSampleViewRespDTO> viewMap = new LinkedHashMap<>();
	306	List<MmItemOutputEntity> outs = mmItemOutputService.getByItemid(reqVO.getItemId());
	307	if (CollectionUtils.isEmpty(outs)) {
	308	return result;
	309	}
	310	for (MmItemOutputEntity out : outs) {
f283ee	311	legend.add(out.getResultName());
ead005	312	PreDataSampleViewRespDTO viewDto = new PreDataSampleViewRespDTO();
85b200	313	if (StringUtils.isNotBlank(out.getPointid())) {
D	314	viewDto.setRealData(getHisData(out.getPointid(), startTime, endTime));
	315	}
977edc	316	viewDto.setPreDataN(mmItemResultService.getData(out.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
f283ee	317	viewMap.put(out.getResultName(), viewDto);
ead005	318	}
潘	319	result.setStartTime(startTime);
	320	result.setEndTime(endTime);
	321	result.setCategories(categories);
	322	result.setLegend(legend);
	323	result.setViewMap(viewMap);
	324	return result;
	325	}
	326
328ef4	327	@Override
91343d	328	public PreDataSingleChartRespVO getPreDataSingleChart(PreDataSingleChartReqVO reqVO) {
潘	329	PreDataSingleChartRespVO result = new PreDataSingleChartRespVO();
328ef4	330
91343d	331	Map<String, String> chartParams = chartService.getByChartCode(reqVO.getChartCode());
潘	332	if (CollectionUtils.isEmpty(chartParams)) {
	333	return result;
	334	}
	335	String itemCode = chartParams.get(CommonConstant.ITEM_CODE);
	336	if (itemCode == null) {
	337	return result;
	338	}
	339	String resultStr = chartParams.get(CommonConstant.RESULT_STR);
	340	if (resultStr == null) {
	341	return result;
	342	}
bd9085	343	String resultIndex = chartParams.get(CommonConstant.RESULT_INDEX);
潘	344
91343d	345	ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemCode);
潘	346	if (predictItem == null \|\| predictItem.getLastTime() == null) {
	347	return result;
	348	}
977edc	349	String timeFormat = StringUtils.isBlank(reqVO.getTimeFormat()) ? DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND : reqVO.getTimeFormat();
潘	350	PreLineTypeEnum lineType = chartParams.get(CommonConstant.LINE_TYPE) == null ? PreLineTypeEnum.TN : PreLineTypeEnum.getEumByCode(chartParams.get(CommonConstant.LINE_TYPE));
8fd9f6	351	BigDecimal rangeH = chartParams.get(CommonConstant.RANGE_H) == null ? null : new BigDecimal(chartParams.get(CommonConstant.RANGE_H));
潘	352	BigDecimal rangeL = chartParams.get(CommonConstant.RANGE_L) == null ? null : new BigDecimal(chartParams.get(CommonConstant.RANGE_L));
	353	BigDecimal limitH = chartParams.get(CommonConstant.LIMIT_H) == null ? null : new BigDecimal(chartParams.get(CommonConstant.LIMIT_H));
	354	BigDecimal limitL = chartParams.get(CommonConstant.LIMIT_L) == null ? null : new BigDecimal(chartParams.get(CommonConstant.LIMIT_L));
91343d	355	int lengthLeft = chartParams.get(CommonConstant.LENGTH_LEFT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_LEFT)).intValue();
潘	356	int lengthRight = chartParams.get(CommonConstant.LENGTH_RIGHT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_RIGHT)).intValue();
8a74e9	357
潘	358	Date[] timeArray = calResultTime(predictItem, reqVO.getStartTime(), reqVO.getEndTime(), lengthLeft, lengthRight);
	359	Date predictTime = timeArray[0];
	360	Date startTime = timeArray[1];
	361	Date endTime = timeArray[2];
	362
977edc	363	List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity(), timeFormat);
91343d	364	List<String> legend = new ArrayList<>();
bdab69	365	MmItemOutputEntity outPut = mmItemOutputService.getByItemid(predictItem.getId(), resultStr, resultIndex);
91343d	366	PreDataViewRespDTO dataView = new PreDataViewRespDTO();
潘	367	dataView.setItemId(predictItem.getId());
	368	dataView.setItemName(predictItem.getItemName());
	369	dataView.setResultstr(resultStr);
	370	dataView.setRangeH(rangeH);
	371	dataView.setRangeL(rangeL);
	372	dataView.setLimitH(limitH);
	373	dataView.setLimitL(limitL);
b6bfe8	374	if (StringUtils.isNotBlank(outPut.getPointid())) {
D	375	dataView.setRealData(getHisData(outPut.getPointid(), startTime, endTime, timeFormat));
	376	} else {
	377	dataView.setRealData(new ArrayList<>());
	378	}
3722c4	379	dataView.setCurData(mmItemResultJsonService.getData(outPut.getId(), predictTime, timeFormat));
d9f2f1	380	dataView.setLineType(lineType.getCode());
91343d	381	switch (lineType) {
潘	382	case TN:
977edc	383	dataView.setPreDataN(mmItemResultService.getData(outPut.getId(), startTime, endTime, timeFormat));
91343d	384	break;
潘	385	case TL:
977edc	386	dataView.setPreDataN(mmItemResultService.getData(outPut.getId(), predictTime, endTime, timeFormat));
潘	387	dataView.setPreDataL(mmItemResultLastPointService.getData(outPut.getId(), startTime, endTime, timeFormat));
91343d	388	break;
潘	389	default:
	390	break;
	391	}
d9f2f1	392	if (!CollectionUtils.isEmpty(dataView.getRealData())) {
潘	393	Object[] rdo = dataView.getRealData().get(dataView.getRealData().size() - 1);
	394	dataView.setCurrValue(new BigDecimal(rdo[1].toString()));
	395	}
912419	396
3722c4	397	if (!CollectionUtils.isEmpty(dataView.getCurData())) {
潘	398	List<Double> curList = dataView.getCurData().stream().map(t -> {
912419	399	return new Double(t[1].toString());
潘	400	}).collect(Collectors.toList());
	401	dataView.setPreMax(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	402	dataView.setPreMin(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
0dc07f	403	dataView.setPreLast(new BigDecimal(curList.get(curList.size() - 1)).setScale(2, BigDecimal.ROUND_HALF_UP));
潘	404	dataView.setPreCumulant(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).sum()).setScale(2, BigDecimal.ROUND_HALF_UP));
912419	405	}
潘	406
9904da	407	String alarmObj = chartParams.get(CommonConstant.ALARM_OBJ);
潘	408	if (StringUtils.isNotBlank(alarmObj)) {
	409	List<AlarmMessageRespDTO> alarmList = ConvertUtils.sourceToTarget(mmPredictAlarmMessageService.getList(alarmObj, predictTime), AlarmMessageRespDTO.class);
8ccce9	410	dataView.setAlarmList(alarmList);
8fd9f6	411	if (CollectionUtils.isEmpty(alarmList)) {
潘	412	dataView.setAlarmMessage("暂无预警信息");
	413	} else {
	414	dataView.setAlarmMessage(alarmList.get(0).getContent());
	415	}
9904da	416	}
潘	417
e09e89	418	try {
潘	419	String adjValuePoint = chartParams.get(CommonConstant.ADJ_VALUE_POINT);
	420	if (StringUtils.isNotBlank(adjValuePoint)) {
	421	List<String> pointNos = new ArrayList<>();
	422	pointNos.add(adjValuePoint);
	423	Map<String, Object> adjValue = dataPointApi.queryPointsRealValue(pointNos);
	424	dataView.setAdjValue(new BigDecimal(adjValue.get(adjValuePoint).toString()));
	425	}
	426
	427	String adjValueArrPoint = chartParams.get(CommonConstant.ADJ_VALUE_ARR_POINT);
	428	if (StringUtils.isNotBlank(adjValueArrPoint)) {
	429	String[] adjPointArr = adjValueArrPoint.split(",");
	430	Map<String, Object> adjValue = dataPointApi.queryPointsRealValue(Arrays.asList(adjPointArr));
	431	BigDecimal[] adjValueArr = new BigDecimal[adjPointArr.length];
	432	for(int i = 0; i < adjPointArr.length; i++) {
	433	adjValueArr[i] = new BigDecimal(adjValue.get(adjPointArr[i]).toString());
	434	}
	435	dataView.setAdjValueArr(adjValueArr);
	436	}
	437	} catch (Exception ex) {
	438	ex.printStackTrace();
	439	}
	440
8a74e9	441	result.setPredictTime(predictTime);
91343d	442	result.setStartTime(startTime);
潘	443	result.setEndTime(endTime);
	444	result.setCategories(categories);
	445	result.setLegend(legend);
	446	result.setDataView(dataView);
8a74e9	447	return result;
潘	448	}
	449
	450	@Override
d9fe8f	451	public Map<String, List<Object[]>> getPreDataCur(PreDataJsonReqVO reqVO) {
潘	452	Map<String, List<Object[]>> result = new HashMap<>();
	453	if (reqVO == null \|\| reqVO.getPredictTime() == null \|\| CollectionUtils.isEmpty(reqVO.getOutputIdList())) {
	454	return result;
	455	}
	456	reqVO.getOutputIdList().forEach(outPutId -> {
	457	result.put(outPutId, mmItemResultJsonService.getData(outPutId, reqVO.getPredictTime(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
	458	});
	459	return result;
	460	}
	461
	462	@Override
8a74e9	463	public PlanDataSingleChartRespVO getPlanDataSingleChart(PreDataSingleChartReqVO reqVO) {
潘	464	PlanDataSingleChartRespVO result = new PlanDataSingleChartRespVO();
	465	Map<String, String> chartParams = chartService.getByChartCode(reqVO.getChartCode());
	466	if (CollectionUtils.isEmpty(chartParams)) {
	467	return result;
	468	}
	469	String itemCode = chartParams.get(CommonConstant.ITEM_CODE);
	470	if (itemCode == null) {
	471	return result;
	472	}
	473	String planItemStr = chartParams.get(CommonConstant.PLAN_ITEM_LIST);
	474	if (planItemStr == null) {
	475	return result;
	476	}
	477	List<String> planItemCodeList = Arrays.asList(planItemStr.split(","));
	478
	479	ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemCode);
	480	if (predictItem == null \|\| predictItem.getLastTime() == null) {
	481	return result;
	482	}
	483	String timeFormat = StringUtils.isBlank(reqVO.getTimeFormat()) ? DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND : reqVO.getTimeFormat();
	484	int lengthLeft = chartParams.get(CommonConstant.LENGTH_LEFT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_LEFT)).intValue();
	485	int lengthRight = chartParams.get(CommonConstant.LENGTH_RIGHT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_RIGHT)).intValue();
	486	Date[] timeArray = calResultTime(predictItem, reqVO.getStartTime(), reqVO.getEndTime(), lengthLeft, lengthRight);
	487	Date predictTime = timeArray[0];
	488	Date startTime = timeArray[1];
	489	Date endTime = timeArray[2];
	490	List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity(), timeFormat);
	491	List<String> legend = new ArrayList<>();
	492	LinkedHashMap<String, List<PlanDataRecordDTO>> record = new LinkedHashMap<>();
	493	ApiDataQueryDTO queryDTO = new ApiDataQueryDTO();
	494	queryDTO.setItemNos(planItemCodeList);
	495	queryDTO.setStart(startTime);
	496	queryDTO.setEnd(endTime);
	497	LinkedHashMap<String, List<ApiPlanDataDTO>> planData = planItemApi.queryPlanItemRecordValue(queryDTO);
	498	if (CollectionUtils.isEmpty(planData)) {
	499	planData.forEach((key, value) -> {
	500	record.put(key, ConvertUtils.sourceToTarget(value, PlanDataRecordDTO.class));
	501	});
	502	}
	503	result.setPredictTime(predictTime);
	504	result.setStartTime(startTime);
	505	result.setEndTime(endTime);
	506	result.setCategories(categories);
	507	result.setLegend(legend);
	508	result.setRecord(record);
328ef4	509	return result;
潘	510	}
	511
b368e6	512	/**
潘	513	* 获取真实值
	514	*
	515	* @param pointId
	516	* @param startTime
	517	* @param endTime
	518	* @return
	519	*/
	520	private List<Object[]> getHisData(String pointId, Date startTime, Date endTime) {
	521	List<Object[]> result = new ArrayList<>();
	522	ApiPointDTO pointDTO = dataPointApi.getInfoById(pointId);
	523	ApiPointValueQueryDTO queryPointDto = new ApiPointValueQueryDTO();
	524	queryPointDto.setPointNo(pointDTO.getPointNo());
	525	queryPointDto.setStart(startTime);
	526	queryPointDto.setEnd(endTime);
	527	List<ApiPointValueDTO> valueDTOS = dataPointApi.queryPointHistoryValue(queryPointDto);
	528	if (CollectionUtils.isEmpty(valueDTOS)) {
	529	return result;
	530	}
	531	valueDTOS.forEach(item -> {
	532	Object[] values = new Object[2];
214275	533	values[0] = DateUtils.format(item.getT(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
潘	534	values[1] = new BigDecimal(item.getV()).setScale(2, BigDecimal.ROUND_HALF_UP);
b368e6	535	result.add(values);
潘	536	});
	537	return result;
	538	}
	539
977edc	540	/**
潘	541	* 获取真实值
	542	*
	543	* @param pointId
	544	* @param startTime
	545	* @param endTime
	546	* @param timeFormat
	547	* @return
	548	*/
	549	private List<Object[]> getHisData(String pointId, Date startTime, Date endTime, String timeFormat) {
	550	List<Object[]> result = new ArrayList<>();
	551	ApiPointDTO pointDTO = dataPointApi.getInfoById(pointId);
	552	ApiPointValueQueryDTO queryPointDto = new ApiPointValueQueryDTO();
	553	queryPointDto.setPointNo(pointDTO.getPointNo());
	554	queryPointDto.setStart(startTime);
	555	queryPointDto.setEnd(endTime);
	556	List<ApiPointValueDTO> valueDTOS = dataPointApi.queryPointHistoryValue(queryPointDto);
	557	if (CollectionUtils.isEmpty(valueDTOS)) {
	558	return result;
	559	}
	560	valueDTOS.forEach(item -> {
	561	Object[] values = new Object[2];
	562	values[0] = DateUtils.format(item.getT(), timeFormat);
	563	values[1] = new BigDecimal(item.getV()).setScale(2, BigDecimal.ROUND_HALF_UP);
	564	result.add(values);
	565	});
	566	return result;
	567	}
	568
c5fe30	569	/**
潘	570	* 新增预警信息
	571	*
	572	* @param dto
	573	* @return
	574	*/
b368e6	575	@Override
潘	576	public Boolean createAlarmMessage(AlarmMessageRespDTO dto) {
c5fe30	577	try {
潘	578	mmPredictAlarmMessageService.create(ConvertUtils.sourceToTarget(dto, MmPredictAlarmMessageSaveReqVO.class));
	579	return true;
	580	} catch (Exception e) {
	581	return false;
	582	}
b368e6	583	}
潘	584
	585	@Override
	586	public List<AlarmMessageRespDTO> listAlarmMessage(Map<String, Object> params) {
	587	return null;
	588	}
	589
	590	@Override
9587d2	591	public List<AlarmConfigRespDTO> listAlarmConfig(Map<String, Object> params) {
L	592	return mmPredictAlarmConfigService.list(params);
	593	}
	594
	595	@Override
c5fe30	596	public AlarmMessageRespDTO getLastAlarmMessage(String alarmObj) {
潘	597	MmPredictAlarmMessageEntity entity = mmPredictAlarmMessageService.getLast(alarmObj);
	598	return ConvertUtils.sourceToTarget(entity, AlarmMessageRespDTO.class);
	599	}
	600
	601	@Override
b368e6	602	public Boolean createScheduleSuggest(ScheduleSuggestRespDTO dto) {
19f359	603	stScheduleSuggestService.create(ConvertUtils.sourceToTarget(dto, StScheduleSuggestSaveReqVO.class));
b368e6	604	return true;
潘	605	}
	606
	607	@Override
ead679	608	public List<ScheduleSuggestRespDTO> listScheduleSuggest(ScheduleSuggestReqDTO vo) {
D	609	return stScheduleSuggestService.list(vo);
3a6dfc	610	}
L	611
	612	@Override
055765	613	public List<ScheduleSuggestRespDTO> getLastLimitScheduleSuggest(String scheduleObj, Integer limit) {
潘	614	List<StScheduleSuggestEntity> list = stScheduleSuggestService.getList(scheduleObj, limit);
	615	return ConvertUtils.sourceToTarget(list, ScheduleSuggestRespDTO.class);
b368e6	616	}
潘	617
	618	@Override
	619	public Boolean modifyPredictModelSetting(List<PredictModelSettingReqDTO> dtos) {
	620	return true;
	621	}
	622
	623	@Override
	624	public Boolean modifyScheduleModelSetting(List<ScheduleModelSettingReqDTO> dtos) {
	625	return true;
	626	}
8a74e9	627
4072bc	628	@Override
ed4107	629	public List<StScheduleSchemeDTO> listScheduleScheme(String triggerMethod, String triggerCondition) {
潘	630	Map<String, Object> params = new HashMap<>();
	631	params.put("triggerMethod", triggerMethod);
	632	params.put("triggerCondition", triggerCondition);
4072bc	633	return stScheduleSchemeService.list(params);
6eeac9	634	}
8a74e9	635
730d19	636	@Override
D	637	public List<ChartParamDTO> getChartParamList(String chartCode) {
	638	if (StringUtils.isBlank(chartCode)) {
	639	return null;
	640	}
	641	return chartParamService.list(chartCode);
	642	}
	643
0a7d0f	644	@Override
潘	645	public PageResult<StAlarmAndSuggestRespVO> getAlarmAndSuggestPage(StAlarmAndSuggestPageReqVO reqVO) {
	646	return stScheduleSchemeService.getAlarmAndSuggestPage(reqVO);
	647	}
	648
22e321	649	@Override
D	650	public Map<String, Map<String, Double>> getPreDoubleData(PreDoubleDataReqVO reqVO) {
	651	List<MmPredictItemRespVO> doubleItemOutPuts = mmPredictItemService.getDoubleOutPutsByItemNos(reqVO.getItemNos());
	652
	653	//<itemNo,<resultStr,double>>
	654	Map<String, Map<String, Double>> result = new HashMap<>(reqVO.getItemNos().size());
	655
	656	for (MmPredictItemRespVO mmPredictItemRespVO : doubleItemOutPuts) {
	657	List<String> outPutIds = mmPredictItemRespVO.getOutPuts().stream().map(MmItemOutputRespVO::getId).collect(Collectors.toList());
	658	InfluxModelResultByOutPutIdsPOJO pojo = new InfluxModelResultByOutPutIdsPOJO();
	659	pojo.setOutPutIds(outPutIds);
	660	pojo.setType(DataTypeEnum.FLOAT.getCode());
	661	Map<String, List<InfluxModelResultVO>> outPutIdDoubles = influxDBService.queryModelResultsByOutPutIds(pojo, mmPredictItemRespVO.getLastTime(), mmPredictItemRespVO.getLastTime());
	662	Map<String, Double> outPutIdDouble = new HashMap<>(outPutIds.size());
	663	for (MmItemOutputRespVO outPut : mmPredictItemRespVO.getOutPuts()) {
	664	String outPutId = outPut.getId();
	665	if (outPutIdDoubles.containsKey(outPutId)) {
	666	List<InfluxModelResultVO> influxModelResultVOS = outPutIdDoubles.get(outPutId);
	667	if (!CollectionUtils.isEmpty(influxModelResultVOS)) {
	668	outPutIdDouble.put(outPut.getResultstr(),Double.valueOf(influxModelResultVOS.get(0).getValue().toString()));
	669	}
	670	}
	671	}
	672	result.put(mmPredictItemRespVO.getItemno(),outPutIdDouble);
	673	}
	674	return result;
	675	}
	676
bffae5	677	public Map<String, BigDecimal> getPredictLastValue(PredictLastValueReqVO reqVO) {
潘	678	Map<String, BigDecimal> result = new HashMap<>(reqVO.getItemNos().size());
	679	if (CollectionUtils.isEmpty(reqVO.getItemNos())) {
	680	return result;
	681	}
	682	List<String[]> itemNos = reqVO.getItemNos();
	683	for (String[] itemNo : itemNos) {
fed257	684	String key = itemNo[0] + "_" + itemNo[1] + "_" + itemNo[2];
bffae5	685	ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemNo[0]);
潘	686	if (predictItem == null \|\| predictItem.getLastTime() == null) {
fed257	687	result.put(key, BigDecimal.ZERO);
bffae5	688	}
潘	689	MmItemOutputEntity outPut = mmItemOutputService.getByItemid(predictItem.getId(), itemNo[1], itemNo[2]);
	690
	691	Date predictTime = predictItem.getLastTime();
	692	List<Object[]> curData = mmItemResultJsonService.getData(outPut.getId(), predictTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
	693	if(CollectionUtils.isEmpty(curData)) {
fed257	694	result.put(key, BigDecimal.ZERO);
bffae5	695	} else {
fed257	696	result.put(key, new BigDecimal(curData.get(curData.size() - 1)[1].toString()));
bffae5	697	}
潘	698	}
	699	return result;
	700	}
	701
dec0c2	702	@Override
153763	703	public List<StScheduleRecordVO> getLastScheduleData(String scheduleCode, Integer limit) {
dec0c2	704	if (StringUtils.isBlank(scheduleCode)) {
D	705	return null;
	706	}
153763	707	return stScheduleRecordService.getLastScheduleResult(scheduleCode,limit);
dec0c2	708	}
D	709
	710	@Override
153763	711	public Map<String, List<Object[]>> getPredictDataItemNo(PreDataItemNoReqVO reqVO) {
04fa7f	712	if (StringUtils.isBlank(reqVO.getItemNo())) {
153763	713	return new HashMap<>();
D	714	}
	715	ItemVO predictItem = mmPredictItemService.getItemByItemNo(reqVO.getItemNo());
	716	if (null == predictItem) {
	717	return new HashMap<>();
	718	}
04fa7f	719
D	720	// 默认开始时间：运行时间
	721	if (null == reqVO.getStartTime()) {
	722	reqVO.setStartTime(predictItem.getLastTime());
	723	}
	724	// 默认结束时间：运行时间+预测长度*粒度
912646	725	if (null == reqVO.getEndTime()) {
04fa7f	726	Calendar calendar = Calendar.getInstance();
D	727	calendar.setTime(predictItem.getLastTime());
	728	calendar.add(Calendar.SECOND,predictItem.getPredictLength() * predictItem.getGranularity());
	729	reqVO.setEndTime(calendar.getTime());
	730	}
	731
153763	732	List<String> itemNos = new ArrayList<String>(){{
D	733	add(reqVO.getItemNo());
	734	}};
	735	List<MmPredictItemRespVO> ItemRespVOs = mmPredictItemService.getArrayOutPutsByItemNos(itemNos);
	736	if (CollectionUtils.isEmpty(ItemRespVOs)) {
	737	return new HashMap<>();
	738	}
	739	List<MmItemOutputRespVO> outPuts = ItemRespVOs.get(0).getOutPuts();
	740	if (CollectionUtils.isEmpty(outPuts)) {
	741	return new HashMap<>();
	742	}
	743
	744	InfluxModelResultByOutPutIdsPOJO pojo = new InfluxModelResultByOutPutIdsPOJO();
	745	pojo.setOutPutIds(outPuts.stream().map(MmItemOutputRespVO::getId).collect(Collectors.toList()));
	746	pojo.setType(DataTypeEnum.FLOAT.getCode());
	747	Map<String, List<InfluxModelResultVO>> outPutDatas = influxDBService.queryModelResultsByOutPutIds(pojo, reqVO.getStartTime(), reqVO.getEndTime());
	748	Map<String,List<Object[]>> result = new HashMap<>(outPuts.size());
	749	for (MmItemOutputRespVO outPut : outPuts) {
	750	String outPutId = outPut.getId();
	751	if (outPutDatas.containsKey(outPutId)) {
	752	List<InfluxModelResultVO> influxModelResultVOS = outPutDatas.get(outPutId);
	753	result.put(null == outPut.getResultIndex() ? outPut.getResultstr() : outPut.getResultstr()+"_"+outPut.getResultIndex(),influxModelResultVOS.stream().map(e -> {
	754	Object[] values = new Object[2];
	755	values[0] = DateUtils.format(Date.from(e.getTimestamp()), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
	756	values[1] = Double.valueOf(e.getValue().toString());
	757	return values;
	758	}).collect(Collectors.toList()));
	759	}
	760	}
	761	return result;
	762	}
	763
af72d8	764	@Override
1eec62	765	public List<ElectricityPriceSegmentedDTO> getElectricityPriceList(String year, String time) {
J	766	return electricityPriceSegmentedService.getElectricityPriceList(year, time);
af72d8	767	}
J	768
	769	@Override
e63c53	770	public Boolean createElectricityPrice(List<ElectricityPriceSegmentedDTO> list) {
J	771	electricityPriceSegmentedService.deleteByITimeId(list.get(0).getITimeId());
	772	list.forEach(dto -> electricityPriceSegmentedService.create(dto));
af72d8	773	return true;
J	774	}
	775
e9506a	776	@Override
J	777	public Boolean updateScheduleModelSetting(String modelCode, String key, String value) {
	778	StScheduleModelEntity model = stScheduleModelService.getByModelCode(modelCode);
	779	stScheduleModelSettingService.updateByModelIdAndKey(model.getId(), key, value);
	780	return true;
	781	}
	782
dec0c2	783	/**
D	784	* 计算功率因数 p²/（根号：p²+Q²）
	785	**/
	786	public Double calculateCos(Double PValue,Double QValue) {
	787	// 绝对值
	788	PValue = Math.abs(PValue);
	789	QValue = Math.abs(QValue);
	790	//PValue [0,0.001] 直接判断为关闭返回0
	791	if (PValue >= 0 && PValue <= 0.001) {
	792	return 0.0;
	793	}else {
	794	BigDecimal result = new BigDecimal(PValue).divide(BigDecimal.valueOf(Math.sqrt(Math.pow(PValue, 2) + Math.pow(QValue, 2))), 2, BigDecimal.ROUND_HALF_UP);
	795	return result.doubleValue();
	796	}
	797	}
	798
8a74e9	799	private Date[] calResultTime(ItemVO predictItem, Date startTimeReq, Date endTimeReq, int lengthLeft, int lengthRight) {
潘	800	Date[] result = new Date[3];
	801	Date predictTime = predictItem.getLastTime();
dec0c2	802	Integer granularity = predictItem.getGranularity();
8a74e9	803	Date startTime = startTimeReq;
潘	804	if (startTime == null) {
	805	Calendar calendar = Calendar.getInstance();
	806	calendar.setTime(predictItem.getLastTime());
dec0c2	807	calendar.add(Calendar.SECOND, -1 * lengthLeft * granularity);
8a74e9	808	startTime = calendar.getTime();
潘	809	}
	810	Date endTime = endTimeReq;
	811	if (endTime == null) {
	812	Calendar calendar = Calendar.getInstance();
	813	calendar.setTime(predictItem.getLastTime());
dec0c2	814	calendar.add(Calendar.SECOND, lengthRight * granularity);
8a74e9	815	endTime = calendar.getTime();
潘	816	}
	817	if (endTime.getTime() <= startTime.getTime()) {
	818	Calendar calendar = Calendar.getInstance();
	819	calendar.setTime(startTime);
dec0c2	820	calendar.add(Calendar.SECOND, lengthRight * granularity);
8a74e9	821	endTime = calendar.getTime();
潘	822	}
	823	result[0] = predictTime;
	824	result[1] = startTime;
	825	result[2] = endTime;
	826	return result;
	827	}
b368e6	828	}