iailab-plat.git

Jay

2025-01-23 1eec62d9733679f74ffff56803931185aa8fa5ba

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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;
055765	29	import com.iailab.module.model.mcs.sche.entity.StScheduleSuggestEntity;
dec0c2	30	import com.iailab.module.model.mcs.sche.service.StScheduleRecordService;
4072bc	31	import com.iailab.module.model.mcs.sche.service.StScheduleSchemeService;
055765	32	import com.iailab.module.model.mcs.sche.service.StScheduleSuggestService;
19f359	33	import com.iailab.module.model.mcs.sche.vo.StScheduleSuggestSaveReqVO;
ead005	34	import com.iailab.module.model.mdk.vo.ItemVO;
730d19	35	import com.iailab.module.model.mpk.service.ChartParamService;
91343d	36	import com.iailab.module.model.mpk.service.ChartService;
af72d8	37	import com.iailab.module.model.mpk.service.ElectricityPriceSegmentedService;
b368e6	38	import lombok.extern.slf4j.Slf4j;
977edc	39	import org.apache.commons.lang3.StringUtils;
b368e6	40	import org.springframework.beans.factory.annotation.Autowired;
潘	41	import org.springframework.util.CollectionUtils;
	42	import org.springframework.validation.annotation.Validated;
	43	import org.springframework.web.bind.annotation.RestController;
	44
	45	import java.math.BigDecimal;
	46	import java.util.*;
912419	47	import java.util.stream.Collectors;
b368e6	48
潘	49	/**
	50	* @author PanZhibao
	51	* @Description
	52	* @createTime 2024年11月13日
	53	*/
	54	@Slf4j
	55	@RestController
	56	@Validated
	57	public class McsApiImpl implements McsApi {
	58
	59	@Autowired
6eeac9	60	private DataPointApi dataPointApi;
D	61
	62	@Autowired
b368e6	63	private DmModuleService dmModuleService;
潘	64
	65	@Autowired
	66	private MmPredictItemService mmPredictItemService;
	67
	68	@Autowired
	69	private MmItemOutputService mmItemOutputService;
	70
	71	@Autowired
	72	private MmItemResultService mmItemResultService;
	73
	74	@Autowired
	75	private MmItemResultLastPointService mmItemResultLastPointService;
91343d	76
潘	77	@Autowired
	78	private MmItemResultJsonService mmItemResultJsonService;
	79
	80	@Autowired
	81	private ChartService chartService;
c5fe30	82
潘	83	@Autowired
	84	private MmPredictAlarmMessageService mmPredictAlarmMessageService;
055765	85
潘	86	@Autowired
	87	private StScheduleSuggestService stScheduleSuggestService;
8a74e9	88
潘	89	@Autowired
	90	private PlanItemApi planItemApi;
9587d2	91
L	92	@Autowired
	93	private MmPredictAlarmConfigService mmPredictAlarmConfigService;
3a6dfc	94
4072bc	95	@Autowired
L	96	private StScheduleSchemeService stScheduleSchemeService;
dec0c2	97
D	98	@Autowired
	99	private StScheduleRecordService stScheduleRecordService;
730d19	100
D	101	@Autowired
	102	private ChartParamService chartParamService;
22e321	103
D	104	@Autowired
	105	private InfluxDBService influxDBService;
af72d8	106
J	107	@Autowired
	108	private ElectricityPriceSegmentedService electricityPriceSegmentedService;
6eeac9	109
b368e6	110	private int HOUR_MINS = 60;
潘	111
	112	@Override
	113	public List<PredictItemTreeDTO> getPredictItemTree() {
	114	List<PredictItemTreeDTO> result = new ArrayList<>();
	115
	116	List<DmModuleEntity> moduleList = dmModuleService.list(new HashMap<>());
	117	if (CollectionUtils.isEmpty(moduleList)) {
	118	return result;
	119	}
	120	moduleList.forEach(item -> {
	121	PredictItemTreeDTO moduleOpt = new PredictItemTreeDTO();
	122	moduleOpt.setId(item.getId());
	123	moduleOpt.setLabel(item.getModulename());
	124	List<PredictItemTreeDTO> children = new ArrayList<>();
a4891a	125	List<ItemVO> itemList = mmPredictItemService.getByModuleId(item.getId());
b368e6	126	itemList.forEach(item1 -> {
潘	127	PredictItemTreeDTO chd = new PredictItemTreeDTO();
a4891a	128	chd.setLabel(item1.getItemName());
b368e6	129	chd.setId(item1.getId());
a4891a	130	List<PredictItemTreeDTO> chd1 = new ArrayList<>();
潘	131	List<MmItemOutputEntity> outList = mmItemOutputService.getByItemid(item1.getId());
	132	if (!CollectionUtils.isEmpty(outList)) {
	133	outList.forEach(out -> {
	134	PredictItemTreeDTO chd2 = new PredictItemTreeDTO();
	135	chd2.setId(out.getId());
f283ee	136	chd2.setLabel(out.getResultName());
a4891a	137	chd1.add(chd2);
潘	138	});
	139	}
	140	chd.setChildren(chd1);
b368e6	141	children.add(chd);
潘	142	});
	143	moduleOpt.setChildren(children);
	144	result.add(moduleOpt);
	145	});
	146	return result;
	147	}
	148
	149	@Override
	150	public PreDataBarLineRespVO getPreDataCharts(PreDataBarLineReqVO reqVO) {
	151	PreDataBarLineRespVO result = new PreDataBarLineRespVO();
a4891a	152	List<String> outIds = reqVO.getOutIds();
b368e6	153	List<String> legends = new ArrayList<>();
潘	154	List<PreDataViewRespDTO> dataViewList = new ArrayList<>();
9e844c	155	if (CollectionUtils.isEmpty(outIds)) {
b368e6	156	return result;
潘	157	}
	158	Date predictTime = reqVO.getPredictTime();
	159	if (predictTime == null) {
d22d56	160	MmItemOutputEntity output = null;
潘	161	for (String outId : outIds) {
	162	output = mmItemOutputService.getOutPutById(outId);
	163	if (output != null) {
	164	break;
	165	}
	166	}
b82ba2	167	ItemVO predictItem = mmPredictItemService.getItemByIdFromCache(output.getItemid());
9e844c	168	if (predictItem.getLastTime() != null) {
潘	169	predictTime = predictItem.getLastTime();
	170	} else {
	171	Calendar calendar = Calendar.getInstance();
	172	calendar.set(Calendar.MILLISECOND, 0);
	173	calendar.set(Calendar.SECOND, 0);
	174	predictTime = calendar.getTime();
	175	}
b368e6	176	}
潘	177	Date startTime = reqVO.getStartTime();
	178	if (startTime == null) {
	179	Calendar calendar = Calendar.getInstance();
	180	calendar.setTime(predictTime);
	181	calendar.add(Calendar.HOUR_OF_DAY, -1);
	182	startTime = calendar.getTime();
	183	}
	184	Date endTime = reqVO.getEndTime();
	185	if (endTime == null) {
	186	Calendar calendar = Calendar.getInstance();
	187	calendar.setTime(predictTime);
	188	calendar.add(Calendar.HOUR_OF_DAY, 1);
	189	endTime = calendar.getTime();
	190	}
	191
a4891a	192	for (int i = 0; i < outIds.size(); i++) {
b368e6	193	PreDataViewRespDTO viewDto = new PreDataViewRespDTO();
a4891a	194	String outId = outIds.get(i);
潘	195	MmItemOutputEntity output = mmItemOutputService.getOutPutById(outId);
b368e6	196	if (output == null) {
9e844c	197	continue;
b368e6	198	}
f283ee	199	legends.add(output.getResultName());
9e844c	200	viewDto.setItemId(output.getItemid());
潘	201	viewDto.setOutId(outId);
	202	viewDto.setResultstr(output.getResultstr());
f283ee	203	viewDto.setResultName(output.getResultName());
b368e6	204	viewDto.setRealData(getHisData(output.getPointid(), startTime, endTime));
977edc	205	viewDto.setPreDataN(mmItemResultService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
潘	206	viewDto.setPreDataL(mmItemResultLastPointService.getData(output.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
b368e6	207
潘	208	List<Double> values = new ArrayList<>();
	209	if (!CollectionUtils.isEmpty(viewDto.getRealData())) {
	210	List<Double> hisValues = new ArrayList<>();
	211	viewDto.getRealData().forEach(item -> {
	212	values.add(Double.parseDouble(item[1].toString()));
	213	hisValues.add(Double.parseDouble(item[1].toString()));
	214	});
	215	viewDto.setHisMax(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	216	viewDto.setHisMin(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	217	viewDto.setHisAvg(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	218	viewDto.setHisCumulant(new BigDecimal(hisValues.stream().mapToDouble(Double::doubleValue).sum())
	219	.divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP));
	220	}
	221	if (!CollectionUtils.isEmpty(viewDto.getPreDataN())) {
	222	viewDto.getPreDataN().forEach(item -> {
	223	values.add(Double.parseDouble(item[1].toString()));
	224	});
	225	}
	226	if (!CollectionUtils.isEmpty(viewDto.getPreDataL())) {
	227	List<Double> preValues = new ArrayList<>();
	228	viewDto.getPreDataL().forEach(item -> {
	229	values.add(Double.parseDouble(item[1].toString()));
	230	preValues.add(Double.parseDouble(item[1].toString()));
	231	});
	232	viewDto.setPreMax(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	233	viewDto.setPreMin(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	234	viewDto.setPreAvg(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).average().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	235	}
	236	if (!CollectionUtils.isEmpty(viewDto.getCurData())) {
	237	List<Double> preValues = new ArrayList<>();
	238	viewDto.getCurData().forEach(item -> {
	239	values.add(Double.parseDouble(item[1].toString()));
	240	preValues.add(Double.parseDouble(item[1].toString()));
	241	});
	242	viewDto.setPreCumulant(new BigDecimal(preValues.stream().mapToDouble(Double::doubleValue).sum())
	243	.divide(new BigDecimal(HOUR_MINS), 2, BigDecimal.ROUND_HALF_UP));
	244	}
	245	if (!CollectionUtils.isEmpty(viewDto.getAdjData())) {
	246	viewDto.getAdjData().forEach(item -> {
	247	values.add(Double.parseDouble(item[1].toString()));
	248	});
	249	}
	250	if (!CollectionUtils.isEmpty(values)) {
	251	viewDto.setMaxValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	252	viewDto.setMinValue(new BigDecimal(values.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	253	}
	254	dataViewList.add(viewDto);
	255	}
	256	result.setStartTime(startTime);
	257	result.setEndTime(endTime);
	258	result.setPredictTime(predictTime);
	259	result.setCategories(DateUtils.getTimeScale(startTime, endTime, 60));
	260	result.setLegend(legends);
	261	result.setDataViewList(dataViewList);
	262	return result;
	263	}
	264
ead005	265	@Override
潘	266	public PreDataItemChartRespVO getPreDataItemChart(PreDataItemChartReqVO reqVO) {
	267	PreDataItemChartRespVO result = new PreDataItemChartRespVO();
864b61	268	ItemVO predictItem = mmPredictItemService.getItemById(reqVO.getItemId());
ead005	269	if (predictItem == null) {
潘	270	return result;
	271	}
	272	if (predictItem.getLastTime() == null) {
	273	return result;
	274	}
328ef4	275	result.setPredictTime(predictItem.getLastTime());
ead005	276	Date startTime = reqVO.getStartTime();
潘	277	if (startTime == null) {
	278	Calendar calendar = Calendar.getInstance();
	279	calendar.setTime(predictItem.getLastTime());
e691b9	280	calendar.add(Calendar.SECOND, -1 * predictItem.getPredictLength() * predictItem.getGranularity());
ead005	281	startTime = calendar.getTime();
潘	282	}
	283	Date endTime = reqVO.getEndTime();
	284	if (endTime == null) {
	285	Calendar calendar = Calendar.getInstance();
	286	calendar.setTime(predictItem.getLastTime());
e691b9	287	calendar.add(Calendar.SECOND, predictItem.getPredictLength() * predictItem.getGranularity());
ead005	288	endTime = calendar.getTime();
潘	289	}
1f9784	290	if (endTime.getTime() <= startTime.getTime()) {
潘	291	Calendar calendar = Calendar.getInstance();
	292	calendar.setTime(startTime);
e691b9	293	calendar.add(Calendar.SECOND, predictItem.getPredictLength() * predictItem.getGranularity());
1f9784	294	endTime = calendar.getTime();
潘	295	}
	296
ead005	297	List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity());
潘	298	List<String> legend = new ArrayList<>();
	299	LinkedHashMap<String, PreDataSampleViewRespDTO> viewMap = new LinkedHashMap<>();
	300	List<MmItemOutputEntity> outs = mmItemOutputService.getByItemid(reqVO.getItemId());
	301	if (CollectionUtils.isEmpty(outs)) {
	302	return result;
	303	}
	304	for (MmItemOutputEntity out : outs) {
f283ee	305	legend.add(out.getResultName());
ead005	306	PreDataSampleViewRespDTO viewDto = new PreDataSampleViewRespDTO();
85b200	307	if (StringUtils.isNotBlank(out.getPointid())) {
D	308	viewDto.setRealData(getHisData(out.getPointid(), startTime, endTime));
	309	}
977edc	310	viewDto.setPreDataN(mmItemResultService.getData(out.getId(), startTime, endTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
f283ee	311	viewMap.put(out.getResultName(), viewDto);
ead005	312	}
潘	313	result.setStartTime(startTime);
	314	result.setEndTime(endTime);
	315	result.setCategories(categories);
	316	result.setLegend(legend);
	317	result.setViewMap(viewMap);
	318	return result;
	319	}
	320
328ef4	321	@Override
91343d	322	public PreDataSingleChartRespVO getPreDataSingleChart(PreDataSingleChartReqVO reqVO) {
潘	323	PreDataSingleChartRespVO result = new PreDataSingleChartRespVO();
328ef4	324
91343d	325	Map<String, String> chartParams = chartService.getByChartCode(reqVO.getChartCode());
潘	326	if (CollectionUtils.isEmpty(chartParams)) {
	327	return result;
	328	}
	329	String itemCode = chartParams.get(CommonConstant.ITEM_CODE);
	330	if (itemCode == null) {
	331	return result;
	332	}
	333	String resultStr = chartParams.get(CommonConstant.RESULT_STR);
	334	if (resultStr == null) {
	335	return result;
	336	}
bd9085	337	String resultIndex = chartParams.get(CommonConstant.RESULT_INDEX);
潘	338
91343d	339	ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemCode);
潘	340	if (predictItem == null \|\| predictItem.getLastTime() == null) {
	341	return result;
	342	}
977edc	343	String timeFormat = StringUtils.isBlank(reqVO.getTimeFormat()) ? DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND : reqVO.getTimeFormat();
潘	344	PreLineTypeEnum lineType = chartParams.get(CommonConstant.LINE_TYPE) == null ? PreLineTypeEnum.TN : PreLineTypeEnum.getEumByCode(chartParams.get(CommonConstant.LINE_TYPE));
8fd9f6	345	BigDecimal rangeH = chartParams.get(CommonConstant.RANGE_H) == null ? null : new BigDecimal(chartParams.get(CommonConstant.RANGE_H));
潘	346	BigDecimal rangeL = chartParams.get(CommonConstant.RANGE_L) == null ? null : new BigDecimal(chartParams.get(CommonConstant.RANGE_L));
	347	BigDecimal limitH = chartParams.get(CommonConstant.LIMIT_H) == null ? null : new BigDecimal(chartParams.get(CommonConstant.LIMIT_H));
	348	BigDecimal limitL = chartParams.get(CommonConstant.LIMIT_L) == null ? null : new BigDecimal(chartParams.get(CommonConstant.LIMIT_L));
91343d	349	int lengthLeft = chartParams.get(CommonConstant.LENGTH_LEFT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_LEFT)).intValue();
潘	350	int lengthRight = chartParams.get(CommonConstant.LENGTH_RIGHT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_RIGHT)).intValue();
8a74e9	351
潘	352	Date[] timeArray = calResultTime(predictItem, reqVO.getStartTime(), reqVO.getEndTime(), lengthLeft, lengthRight);
	353	Date predictTime = timeArray[0];
	354	Date startTime = timeArray[1];
	355	Date endTime = timeArray[2];
	356
977edc	357	List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity(), timeFormat);
91343d	358	List<String> legend = new ArrayList<>();
bdab69	359	MmItemOutputEntity outPut = mmItemOutputService.getByItemid(predictItem.getId(), resultStr, resultIndex);
91343d	360	PreDataViewRespDTO dataView = new PreDataViewRespDTO();
潘	361	dataView.setItemId(predictItem.getId());
	362	dataView.setItemName(predictItem.getItemName());
	363	dataView.setResultstr(resultStr);
	364	dataView.setRangeH(rangeH);
	365	dataView.setRangeL(rangeL);
	366	dataView.setLimitH(limitH);
	367	dataView.setLimitL(limitL);
b6bfe8	368	if (StringUtils.isNotBlank(outPut.getPointid())) {
D	369	dataView.setRealData(getHisData(outPut.getPointid(), startTime, endTime, timeFormat));
	370	} else {
	371	dataView.setRealData(new ArrayList<>());
	372	}
3722c4	373	dataView.setCurData(mmItemResultJsonService.getData(outPut.getId(), predictTime, timeFormat));
d9f2f1	374	dataView.setLineType(lineType.getCode());
91343d	375	switch (lineType) {
潘	376	case TN:
977edc	377	dataView.setPreDataN(mmItemResultService.getData(outPut.getId(), startTime, endTime, timeFormat));
91343d	378	break;
潘	379	case TL:
977edc	380	dataView.setPreDataN(mmItemResultService.getData(outPut.getId(), predictTime, endTime, timeFormat));
潘	381	dataView.setPreDataL(mmItemResultLastPointService.getData(outPut.getId(), startTime, endTime, timeFormat));
91343d	382	break;
潘	383	default:
	384	break;
	385	}
d9f2f1	386	if (!CollectionUtils.isEmpty(dataView.getRealData())) {
潘	387	Object[] rdo = dataView.getRealData().get(dataView.getRealData().size() - 1);
	388	dataView.setCurrValue(new BigDecimal(rdo[1].toString()));
	389	}
912419	390
3722c4	391	if (!CollectionUtils.isEmpty(dataView.getCurData())) {
潘	392	List<Double> curList = dataView.getCurData().stream().map(t -> {
912419	393	return new Double(t[1].toString());
潘	394	}).collect(Collectors.toList());
	395	dataView.setPreMax(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).max().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
	396	dataView.setPreMin(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).min().getAsDouble()).setScale(2, BigDecimal.ROUND_HALF_UP));
8fd9f6	397	dataView.setPreLast(new BigDecimal(curList.get(curList.size() - 1)));
2c1cf6	398	dataView.setPreCumulant(new BigDecimal(curList.stream().mapToDouble(Double::doubleValue).sum()));
912419	399	}
潘	400
9904da	401	String alarmObj = chartParams.get(CommonConstant.ALARM_OBJ);
潘	402	if (StringUtils.isNotBlank(alarmObj)) {
	403	List<AlarmMessageRespDTO> alarmList = ConvertUtils.sourceToTarget(mmPredictAlarmMessageService.getList(alarmObj, predictTime), AlarmMessageRespDTO.class);
8ccce9	404	dataView.setAlarmList(alarmList);
8fd9f6	405	if (CollectionUtils.isEmpty(alarmList)) {
潘	406	dataView.setAlarmMessage("暂无预警信息");
	407	} else {
	408	dataView.setAlarmMessage(alarmList.get(0).getContent());
	409	}
9904da	410	}
潘	411
8a74e9	412	result.setPredictTime(predictTime);
91343d	413	result.setStartTime(startTime);
潘	414	result.setEndTime(endTime);
	415	result.setCategories(categories);
	416	result.setLegend(legend);
	417	result.setDataView(dataView);
8a74e9	418	return result;
潘	419	}
	420
	421	@Override
d9fe8f	422	public Map<String, List<Object[]>> getPreDataCur(PreDataJsonReqVO reqVO) {
潘	423	Map<String, List<Object[]>> result = new HashMap<>();
	424	if (reqVO == null \|\| reqVO.getPredictTime() == null \|\| CollectionUtils.isEmpty(reqVO.getOutputIdList())) {
	425	return result;
	426	}
	427	reqVO.getOutputIdList().forEach(outPutId -> {
	428	result.put(outPutId, mmItemResultJsonService.getData(outPutId, reqVO.getPredictTime(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND));
	429	});
	430	return result;
	431	}
	432
	433	@Override
8a74e9	434	public PlanDataSingleChartRespVO getPlanDataSingleChart(PreDataSingleChartReqVO reqVO) {
潘	435	PlanDataSingleChartRespVO result = new PlanDataSingleChartRespVO();
	436	Map<String, String> chartParams = chartService.getByChartCode(reqVO.getChartCode());
	437	if (CollectionUtils.isEmpty(chartParams)) {
	438	return result;
	439	}
	440	String itemCode = chartParams.get(CommonConstant.ITEM_CODE);
	441	if (itemCode == null) {
	442	return result;
	443	}
	444	String planItemStr = chartParams.get(CommonConstant.PLAN_ITEM_LIST);
	445	if (planItemStr == null) {
	446	return result;
	447	}
	448	List<String> planItemCodeList = Arrays.asList(planItemStr.split(","));
	449
	450	ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemCode);
	451	if (predictItem == null \|\| predictItem.getLastTime() == null) {
	452	return result;
	453	}
	454	String timeFormat = StringUtils.isBlank(reqVO.getTimeFormat()) ? DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND : reqVO.getTimeFormat();
	455	int lengthLeft = chartParams.get(CommonConstant.LENGTH_LEFT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_LEFT)).intValue();
	456	int lengthRight = chartParams.get(CommonConstant.LENGTH_RIGHT) == null ? predictItem.getPredictLength() : new BigDecimal(chartParams.get(CommonConstant.LENGTH_RIGHT)).intValue();
	457	Date[] timeArray = calResultTime(predictItem, reqVO.getStartTime(), reqVO.getEndTime(), lengthLeft, lengthRight);
	458	Date predictTime = timeArray[0];
	459	Date startTime = timeArray[1];
	460	Date endTime = timeArray[2];
	461	List<String> categories = DateUtils.getTimeScale(startTime, endTime, predictItem.getGranularity(), timeFormat);
	462	List<String> legend = new ArrayList<>();
	463	LinkedHashMap<String, List<PlanDataRecordDTO>> record = new LinkedHashMap<>();
	464	ApiDataQueryDTO queryDTO = new ApiDataQueryDTO();
	465	queryDTO.setItemNos(planItemCodeList);
	466	queryDTO.setStart(startTime);
	467	queryDTO.setEnd(endTime);
	468	LinkedHashMap<String, List<ApiPlanDataDTO>> planData = planItemApi.queryPlanItemRecordValue(queryDTO);
	469	if (CollectionUtils.isEmpty(planData)) {
	470	planData.forEach((key, value) -> {
	471	record.put(key, ConvertUtils.sourceToTarget(value, PlanDataRecordDTO.class));
	472	});
	473	}
	474	result.setPredictTime(predictTime);
	475	result.setStartTime(startTime);
	476	result.setEndTime(endTime);
	477	result.setCategories(categories);
	478	result.setLegend(legend);
	479	result.setRecord(record);
328ef4	480	return result;
潘	481	}
	482
b368e6	483	/**
潘	484	* 获取真实值
	485	*
	486	* @param pointId
	487	* @param startTime
	488	* @param endTime
	489	* @return
	490	*/
	491	private List<Object[]> getHisData(String pointId, Date startTime, Date endTime) {
	492	List<Object[]> result = new ArrayList<>();
	493	ApiPointDTO pointDTO = dataPointApi.getInfoById(pointId);
	494	ApiPointValueQueryDTO queryPointDto = new ApiPointValueQueryDTO();
	495	queryPointDto.setPointNo(pointDTO.getPointNo());
	496	queryPointDto.setStart(startTime);
	497	queryPointDto.setEnd(endTime);
	498	List<ApiPointValueDTO> valueDTOS = dataPointApi.queryPointHistoryValue(queryPointDto);
	499	if (CollectionUtils.isEmpty(valueDTOS)) {
	500	return result;
	501	}
	502	valueDTOS.forEach(item -> {
	503	Object[] values = new Object[2];
214275	504	values[0] = DateUtils.format(item.getT(), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
潘	505	values[1] = new BigDecimal(item.getV()).setScale(2, BigDecimal.ROUND_HALF_UP);
b368e6	506	result.add(values);
潘	507	});
	508	return result;
	509	}
	510
977edc	511	/**
潘	512	* 获取真实值
	513	*
	514	* @param pointId
	515	* @param startTime
	516	* @param endTime
	517	* @param timeFormat
	518	* @return
	519	*/
	520	private List<Object[]> getHisData(String pointId, Date startTime, Date endTime, String timeFormat) {
	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];
	533	values[0] = DateUtils.format(item.getT(), timeFormat);
	534	values[1] = new BigDecimal(item.getV()).setScale(2, BigDecimal.ROUND_HALF_UP);
	535	result.add(values);
	536	});
	537	return result;
	538	}
	539
c5fe30	540	/**
潘	541	* 新增预警信息
	542	*
	543	* @param dto
	544	* @return
	545	*/
b368e6	546	@Override
潘	547	public Boolean createAlarmMessage(AlarmMessageRespDTO dto) {
c5fe30	548	try {
潘	549	mmPredictAlarmMessageService.create(ConvertUtils.sourceToTarget(dto, MmPredictAlarmMessageSaveReqVO.class));
	550	return true;
	551	} catch (Exception e) {
	552	return false;
	553	}
b368e6	554	}
潘	555
	556	@Override
	557	public List<AlarmMessageRespDTO> listAlarmMessage(Map<String, Object> params) {
	558	return null;
	559	}
	560
	561	@Override
9587d2	562	public List<AlarmConfigRespDTO> listAlarmConfig(Map<String, Object> params) {
L	563	return mmPredictAlarmConfigService.list(params);
	564	}
	565
	566	@Override
c5fe30	567	public AlarmMessageRespDTO getLastAlarmMessage(String alarmObj) {
潘	568	MmPredictAlarmMessageEntity entity = mmPredictAlarmMessageService.getLast(alarmObj);
	569	return ConvertUtils.sourceToTarget(entity, AlarmMessageRespDTO.class);
	570	}
	571
	572	@Override
b368e6	573	public Boolean createScheduleSuggest(ScheduleSuggestRespDTO dto) {
19f359	574	stScheduleSuggestService.create(ConvertUtils.sourceToTarget(dto, StScheduleSuggestSaveReqVO.class));
b368e6	575	return true;
潘	576	}
	577
	578	@Override
4072bc	579	public List<ScheduleSuggestRespDTO> listScheduleSuggest(Map<String, Object> params) {
3a6dfc	580	return Collections.emptyList();
L	581	}
	582
	583	@Override
055765	584	public List<ScheduleSuggestRespDTO> getLastLimitScheduleSuggest(String scheduleObj, Integer limit) {
潘	585	List<StScheduleSuggestEntity> list = stScheduleSuggestService.getList(scheduleObj, limit);
	586	return ConvertUtils.sourceToTarget(list, ScheduleSuggestRespDTO.class);
b368e6	587	}
潘	588
	589	@Override
	590	public Boolean modifyPredictModelSetting(List<PredictModelSettingReqDTO> dtos) {
	591	return true;
	592	}
	593
	594	@Override
	595	public Boolean modifyScheduleModelSetting(List<ScheduleModelSettingReqDTO> dtos) {
	596	return true;
	597	}
8a74e9	598
4072bc	599	@Override
ed4107	600	public List<StScheduleSchemeDTO> listScheduleScheme(String triggerMethod, String triggerCondition) {
潘	601	Map<String, Object> params = new HashMap<>();
	602	params.put("triggerMethod", triggerMethod);
	603	params.put("triggerCondition", triggerCondition);
4072bc	604	return stScheduleSchemeService.list(params);
6eeac9	605	}
8a74e9	606
730d19	607	@Override
D	608	public List<ChartParamDTO> getChartParamList(String chartCode) {
	609	if (StringUtils.isBlank(chartCode)) {
	610	return null;
	611	}
	612	return chartParamService.list(chartCode);
	613	}
	614
0a7d0f	615	@Override
潘	616	public PageResult<StAlarmAndSuggestRespVO> getAlarmAndSuggestPage(StAlarmAndSuggestPageReqVO reqVO) {
	617	return stScheduleSchemeService.getAlarmAndSuggestPage(reqVO);
	618	}
	619
22e321	620	@Override
D	621	public Map<String, Map<String, Double>> getPreDoubleData(PreDoubleDataReqVO reqVO) {
	622	List<MmPredictItemRespVO> doubleItemOutPuts = mmPredictItemService.getDoubleOutPutsByItemNos(reqVO.getItemNos());
	623
	624	//<itemNo,<resultStr,double>>
	625	Map<String, Map<String, Double>> result = new HashMap<>(reqVO.getItemNos().size());
	626
	627	for (MmPredictItemRespVO mmPredictItemRespVO : doubleItemOutPuts) {
	628	List<String> outPutIds = mmPredictItemRespVO.getOutPuts().stream().map(MmItemOutputRespVO::getId).collect(Collectors.toList());
	629	InfluxModelResultByOutPutIdsPOJO pojo = new InfluxModelResultByOutPutIdsPOJO();
	630	pojo.setOutPutIds(outPutIds);
	631	pojo.setType(DataTypeEnum.FLOAT.getCode());
	632	Map<String, List<InfluxModelResultVO>> outPutIdDoubles = influxDBService.queryModelResultsByOutPutIds(pojo, mmPredictItemRespVO.getLastTime(), mmPredictItemRespVO.getLastTime());
	633	Map<String, Double> outPutIdDouble = new HashMap<>(outPutIds.size());
	634	for (MmItemOutputRespVO outPut : mmPredictItemRespVO.getOutPuts()) {
	635	String outPutId = outPut.getId();
	636	if (outPutIdDoubles.containsKey(outPutId)) {
	637	List<InfluxModelResultVO> influxModelResultVOS = outPutIdDoubles.get(outPutId);
	638	if (!CollectionUtils.isEmpty(influxModelResultVOS)) {
	639	outPutIdDouble.put(outPut.getResultstr(),Double.valueOf(influxModelResultVOS.get(0).getValue().toString()));
	640	}
	641	}
	642	}
	643	result.put(mmPredictItemRespVO.getItemno(),outPutIdDouble);
	644	}
	645	return result;
	646	}
	647
bffae5	648	public Map<String, BigDecimal> getPredictLastValue(PredictLastValueReqVO reqVO) {
潘	649	Map<String, BigDecimal> result = new HashMap<>(reqVO.getItemNos().size());
	650	if (CollectionUtils.isEmpty(reqVO.getItemNos())) {
	651	return result;
	652	}
	653	List<String[]> itemNos = reqVO.getItemNos();
	654	for (String[] itemNo : itemNos) {
fed257	655	String key = itemNo[0] + "_" + itemNo[1] + "_" + itemNo[2];
bffae5	656	ItemVO predictItem = mmPredictItemService.getItemByItemNo(itemNo[0]);
潘	657	if (predictItem == null \|\| predictItem.getLastTime() == null) {
fed257	658	result.put(key, BigDecimal.ZERO);
bffae5	659	}
潘	660	MmItemOutputEntity outPut = mmItemOutputService.getByItemid(predictItem.getId(), itemNo[1], itemNo[2]);
	661
	662	Date predictTime = predictItem.getLastTime();
	663	List<Object[]> curData = mmItemResultJsonService.getData(outPut.getId(), predictTime, DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
	664	if(CollectionUtils.isEmpty(curData)) {
fed257	665	result.put(key, BigDecimal.ZERO);
bffae5	666	} else {
fed257	667	result.put(key, new BigDecimal(curData.get(curData.size() - 1)[1].toString()));
bffae5	668	}
潘	669	}
	670	return result;
	671	}
	672
dec0c2	673	@Override
153763	674	public List<StScheduleRecordVO> getLastScheduleData(String scheduleCode, Integer limit) {
dec0c2	675	if (StringUtils.isBlank(scheduleCode)) {
D	676	return null;
	677	}
153763	678	return stScheduleRecordService.getLastScheduleResult(scheduleCode,limit);
dec0c2	679	}
D	680
	681	@Override
153763	682	public Map<String, List<Object[]>> getPredictDataItemNo(PreDataItemNoReqVO reqVO) {
04fa7f	683	if (StringUtils.isBlank(reqVO.getItemNo())) {
153763	684	return new HashMap<>();
D	685	}
	686	ItemVO predictItem = mmPredictItemService.getItemByItemNo(reqVO.getItemNo());
	687	if (null == predictItem) {
	688	return new HashMap<>();
	689	}
04fa7f	690
D	691	// 默认开始时间：运行时间
	692	if (null == reqVO.getStartTime()) {
	693	reqVO.setStartTime(predictItem.getLastTime());
	694	}
	695	// 默认结束时间：运行时间+预测长度*粒度
912646	696	if (null == reqVO.getEndTime()) {
04fa7f	697	Calendar calendar = Calendar.getInstance();
D	698	calendar.setTime(predictItem.getLastTime());
	699	calendar.add(Calendar.SECOND,predictItem.getPredictLength() * predictItem.getGranularity());
	700	reqVO.setEndTime(calendar.getTime());
	701	}
	702
153763	703	List<String> itemNos = new ArrayList<String>(){{
D	704	add(reqVO.getItemNo());
	705	}};
	706	List<MmPredictItemRespVO> ItemRespVOs = mmPredictItemService.getArrayOutPutsByItemNos(itemNos);
	707	if (CollectionUtils.isEmpty(ItemRespVOs)) {
	708	return new HashMap<>();
	709	}
	710	List<MmItemOutputRespVO> outPuts = ItemRespVOs.get(0).getOutPuts();
	711	if (CollectionUtils.isEmpty(outPuts)) {
	712	return new HashMap<>();
	713	}
	714
	715	InfluxModelResultByOutPutIdsPOJO pojo = new InfluxModelResultByOutPutIdsPOJO();
	716	pojo.setOutPutIds(outPuts.stream().map(MmItemOutputRespVO::getId).collect(Collectors.toList()));
	717	pojo.setType(DataTypeEnum.FLOAT.getCode());
	718	Map<String, List<InfluxModelResultVO>> outPutDatas = influxDBService.queryModelResultsByOutPutIds(pojo, reqVO.getStartTime(), reqVO.getEndTime());
	719	Map<String,List<Object[]>> result = new HashMap<>(outPuts.size());
	720	for (MmItemOutputRespVO outPut : outPuts) {
	721	String outPutId = outPut.getId();
	722	if (outPutDatas.containsKey(outPutId)) {
	723	List<InfluxModelResultVO> influxModelResultVOS = outPutDatas.get(outPutId);
	724	result.put(null == outPut.getResultIndex() ? outPut.getResultstr() : outPut.getResultstr()+"_"+outPut.getResultIndex(),influxModelResultVOS.stream().map(e -> {
	725	Object[] values = new Object[2];
	726	values[0] = DateUtils.format(Date.from(e.getTimestamp()), DateUtils.FORMAT_YEAR_MONTH_DAY_HOUR_MINUTE_SECOND);
	727	values[1] = Double.valueOf(e.getValue().toString());
	728	return values;
	729	}).collect(Collectors.toList()));
	730	}
	731	}
	732	return result;
	733	}
	734
af72d8	735	@Override
1eec62	736	public List<ElectricityPriceSegmentedDTO> getElectricityPriceList(String year, String time) {
J	737	return electricityPriceSegmentedService.getElectricityPriceList(year, time);
af72d8	738	}
J	739
	740	@Override
e63c53	741	public Boolean createElectricityPrice(List<ElectricityPriceSegmentedDTO> list) {
J	742	electricityPriceSegmentedService.deleteByITimeId(list.get(0).getITimeId());
	743	list.forEach(dto -> electricityPriceSegmentedService.create(dto));
af72d8	744	return true;
J	745	}
	746
dec0c2	747	/**
D	748	* 计算功率因数 p²/（根号：p²+Q²）
	749	**/
	750	public Double calculateCos(Double PValue,Double QValue) {
	751	// 绝对值
	752	PValue = Math.abs(PValue);
	753	QValue = Math.abs(QValue);
	754	//PValue [0,0.001] 直接判断为关闭返回0
	755	if (PValue >= 0 && PValue <= 0.001) {
	756	return 0.0;
	757	}else {
	758	BigDecimal result = new BigDecimal(PValue).divide(BigDecimal.valueOf(Math.sqrt(Math.pow(PValue, 2) + Math.pow(QValue, 2))), 2, BigDecimal.ROUND_HALF_UP);
	759	return result.doubleValue();
	760	}
	761	}
	762
8a74e9	763	private Date[] calResultTime(ItemVO predictItem, Date startTimeReq, Date endTimeReq, int lengthLeft, int lengthRight) {
潘	764	Date[] result = new Date[3];
	765	Date predictTime = predictItem.getLastTime();
dec0c2	766	Integer granularity = predictItem.getGranularity();
8a74e9	767	Date startTime = startTimeReq;
潘	768	if (startTime == null) {
	769	Calendar calendar = Calendar.getInstance();
	770	calendar.setTime(predictItem.getLastTime());
dec0c2	771	calendar.add(Calendar.SECOND, -1 * lengthLeft * granularity);
8a74e9	772	startTime = calendar.getTime();
潘	773	}
	774	Date endTime = endTimeReq;
	775	if (endTime == null) {
	776	Calendar calendar = Calendar.getInstance();
	777	calendar.setTime(predictItem.getLastTime());
dec0c2	778	calendar.add(Calendar.SECOND, lengthRight * granularity);
8a74e9	779	endTime = calendar.getTime();
潘	780	}
	781	if (endTime.getTime() <= startTime.getTime()) {
	782	Calendar calendar = Calendar.getInstance();
	783	calendar.setTime(startTime);
dec0c2	784	calendar.add(Calendar.SECOND, lengthRight * granularity);
8a74e9	785	endTime = calendar.getTime();
潘	786	}
	787	result[0] = predictTime;
	788	result[1] = startTime;
	789	result[2] = endTime;
	790	return result;
	791	}
b368e6	792	}