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2024-10-29 54626efab3de92ca483752c9a29574a809057f21

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a6de49	1	package com.iailab.module.data.influxdb.service.impl;
H	2
	3	import com.iailab.module.data.common.utils.ExcelUtil;
	4	import com.iailab.framework.common.util.date.DateUtils;
	5	import com.iailab.module.data.api.dto.ApiExportValueDTO;
	6	import com.iailab.module.data.api.dto.ApiTagValueQueryDTO;
	7	import com.iailab.module.data.influxdb.common.config.InfluxDBInstance;
	8	import com.iailab.module.data.influxdb.common.enums.DataMeasurement;
	9	import com.iailab.module.data.influxdb.common.utils.PointValueUtils;
	10	import com.iailab.module.data.influxdb.common.utils.TagValueUtils;
	11	import com.iailab.module.data.influxdb.pojo.InfluxPointValuePOJO;
	12	import com.iailab.module.data.influxdb.pojo.InfluxTagValuePOJO;
	13	import com.iailab.module.data.influxdb.service.InfluxDBService;
	14	import com.influxdb.client.InfluxQLQueryApi;
	15	import com.influxdb.client.QueryApi;
	16	import com.influxdb.client.WriteApi;
	17	import com.influxdb.client.WriteApiBlocking;
	18	import com.influxdb.client.domain.InfluxQLQuery;
	19	import com.influxdb.client.domain.WritePrecision;
	20	import com.influxdb.client.write.Point;
	21	import com.influxdb.query.FluxRecord;
	22	import com.influxdb.query.FluxTable;
	23	import com.influxdb.query.InfluxQLQueryResult;
	24	import lombok.extern.slf4j.Slf4j;
	25	import javax.annotation.Resource;
	26	import org.springframework.stereotype.Service;
	27	import org.springframework.util.CollectionUtils;
	28
	29	import javax.servlet.http.HttpServletRequest;
	30	import javax.servlet.http.HttpServletResponse;
	31	import java.math.BigDecimal;
	32	import java.util.*;
	33
	34	/**
	35	* InfluxDB操作类
	36	*/
	37	@Slf4j
	38	@Service
	39	public class InfluxDBServiceImpl implements InfluxDBService {
	40
	41	@Resource
	42	private InfluxDBInstance influxDBInstance;
	43
	44	private WriteApi writeApi;
	45
	46	private WriteApiBlocking writeApiBlocking;
	47
	48	private QueryApi queryApi;
	49
	50	private InfluxQLQueryApi influxQLQueryApi;
	51
	52	private String VALUE = "value";
	53
	54	private String TIME = "time";
	55
	56	private int rawOffset = TimeZone.getDefault().getRawOffset();
	57
	58	private int pas_ms = 1000;
	59
	60	@Override
	61	public void syncWriteFloatValue(String pointNo, String dataValue, long time) {
	62	if (writeApiBlocking == null) {
	63	writeApiBlocking = influxDBInstance.getClient().getWriteApiBlocking();
	64	}
	65	Point point = Point.measurement(DataMeasurement.t_da_sim_value.name());
	66	point.addTag("point", pointNo);
	67	point.addField("value", Double.parseDouble(dataValue));
	68	point.time(time, WritePrecision.MS);
585be5	69	writeApiBlocking.writePoint(influxDBInstance.getBucket(), influxDBInstance.org, point);
a6de49	70	}
H	71
	72	@Override
	73	public void syncWriteIntValue(String pointNo, String dataValue, long time) {
	74	if (writeApiBlocking == null) {
	75	writeApiBlocking = influxDBInstance.getClient().getWriteApiBlocking();
	76	}
	77	Point point = Point.measurement(DataMeasurement.t_da_dig_value.name());
	78	point.addTag("point", pointNo);
	79	point.addField("value", Integer.parseInt(dataValue));
	80	point.time(time, WritePrecision.MS);
585be5	81	writeApiBlocking.writePoint(influxDBInstance.getBucket(), influxDBInstance.org, point);
a6de49	82	}
H	83
	84	@Override
	85	public void syncWriteBooleanValue(String pointNo, String dataValue, long time) {
	86	if (writeApiBlocking == null) {
	87	writeApiBlocking = influxDBInstance.getClient().getWriteApiBlocking();
	88	}
	89	Point point = Point.measurement(DataMeasurement.t_da_bool_value.name());
	90	point.addTag("point", pointNo);
	91	point.addField("value", Boolean.parseBoolean(dataValue));
	92	point.time(time, WritePrecision.MS);
585be5	93	writeApiBlocking.writePoint(influxDBInstance.getBucket(), influxDBInstance.org, point);
a6de49	94	}
H	95
	96	@Override
	97	public void asyncWritePointValues(List<InfluxPointValuePOJO> pointValues) {
	98	if (writeApi == null) {
	99	writeApi = influxDBInstance.getClient().makeWriteApi();
	100	}
	101	if (!CollectionUtils.isEmpty(pointValues)) {
	102	pointValues.forEach(item -> {
52487d	103	writeApi.writeMeasurement(influxDBInstance.bucket, influxDBInstance.org, WritePrecision.MS, item);
a6de49	104	});
H	105	}
	106	writeApi.flush();
	107	}
	108
	109	@Override
	110	public void asyncWriteTagValues(List<InfluxTagValuePOJO> tagValues) {
	111	if (writeApi == null) {
	112	writeApi = influxDBInstance.getClient().makeWriteApi();
	113	}
	114	if (!CollectionUtils.isEmpty(tagValues)) {
	115	tagValues.forEach(item -> {
54626e	116	log.info("bucket==="+ influxDBInstance.getBucket() + "，org===" + influxDBInstance.org);
585be5	117	writeApi.writeMeasurement(influxDBInstance.getBucket(), influxDBInstance.org, WritePrecision.MS, item);
a6de49	118	});
H	119	}
	120	writeApi.flush();
	121	}
	122
	123	@Override
	124	public Map<String, List<Object>> queryTagsValues(List<InfluxTagValuePOJO> influxParams, Date startTime, Date endTime) {
	125	if (queryApi == null) {
	126	queryApi = influxDBInstance.getClient().getQueryApi();
	127	}
	128	if (CollectionUtils.isEmpty(influxParams)) {
	129	return null;
	130	}
	131	Map<String, List<Object>> result = new HashMap<>();
	132	Calendar calendar = Calendar.getInstance();
	133	calendar.set(Calendar.MILLISECOND, 0);
	134	// String start = startTime.getTime() - calendar.getTime().getTime() + "ms";
	135	String start = startTime.getTime() - calendar.getTime().getTime() - pas_ms + "ms";
	136	if (endTime==null){
	137	endTime= new Date();
	138	}
	139	String stop = endTime.getTime() - calendar.getTime().getTime() + "ms";
	140
	141	for (int i = 0; i < influxParams.size(); i++) {
	142	List<Object> dataList = new ArrayList<>();
	143	InfluxTagValuePOJO tag = influxParams.get(i);
	144	String measurement = TagValueUtils.getMeasurement(tag.getType());
	145	StringBuilder sb = new StringBuilder();
585be5	146	sb.append("from(bucket:\"" + influxDBInstance.getBucket() + "\") ");
a6de49	147	sb.append("\|> range(start: ").append(start).append(", stop: ").append(stop).append(") ");
H	148	sb.append("\|> filter(fn: (r) => r[\"_measurement\"] == \"" + measurement + "\")");
	149	sb.append("\|> filter(fn: (r) => r[\"_field\"] == \"value\")");
	150	sb.append("\|> filter(fn: (r) => r[\"id\"] == \"" + tag.getId() + "\")");
	151	sb.append("\|> sort(columns: [\"_time\"]) ");
	152	sb.append("\|> yield(name: \"mean\")");
	153	List<FluxTable> tables = queryApi.query(sb.toString(), influxDBInstance.org);
	154
	155	for (FluxTable table : tables) {
	156	List<FluxRecord> records = table.getRecords();
	157	for (FluxRecord record : records) {
	158	Map<String, Object> dataIem = new HashMap<>(2);
	159	dataIem.put(VALUE, record.getValueByKey("_value"));
	160	dataIem.put(TIME, Date.from(record.getTime()));
	161	dataList.add(dataIem);
	162	}
	163	}
	164	result.put(tag.getId(), dataList);
	165	}
	166	return result;
	167	}
	168
	169	private List<ApiExportValueDTO> getExportValue(InfluxTagValuePOJO tag, Date startTime, Date endTime) {
	170	List<ApiExportValueDTO> dataList = new ArrayList<>();
	171	if (queryApi == null) {
	172	queryApi = influxDBInstance.getClient().getQueryApi();
	173	}
	174	Map<String, List<Object>> result = new HashMap<>();
	175	Calendar calendar = Calendar.getInstance();
	176	calendar.set(Calendar.MILLISECOND, 0);
	177	String start = startTime.getTime() - calendar.getTime().getTime() + "ms";
	178	String stop = endTime.getTime() - calendar.getTime().getTime() + "ms";
	179
	180
	181	String measurement = TagValueUtils.getMeasurement(tag.getType());
	182	StringBuilder sb = new StringBuilder();
585be5	183	sb.append("from(bucket:\"" + influxDBInstance.getBucket() + "\") ");
a6de49	184	sb.append("\|> range(start: ").append(start).append(", stop: ").append(stop).append(") ");
H	185	sb.append("\|> filter(fn: (r) => r[\"_measurement\"] == \"" + measurement + "\")");
	186	sb.append("\|> filter(fn: (r) => r[\"_field\"] == \"value\")");
	187	sb.append("\|> filter(fn: (r) => r[\"id\"] == \"" + tag.getId() + "\")");
	188	sb.append("\|> sort(columns: [\"_time\"]) ");
	189	sb.append("\|> yield(name: \"mean\")");
	190	List<FluxTable> tables = queryApi.query(sb.toString(), influxDBInstance.org);
	191
	192	for (FluxTable table : tables) {
	193	List<FluxRecord> records = table.getRecords();
	194	for (FluxRecord record : records) {
	195	ApiExportValueDTO dataIem = new ApiExportValueDTO();
	196	dataIem.setDataValue(record.getValueByKey("_value").toString());
	197	dataIem.setDataTime(DateUtils.format(Date.from(record.getTime()), DateUtils.FORMAT_YEAR_MONTH_DAY));
	198	dataList.add(dataIem);
	199	}
	200	}
	201	return dataList;
	202	}
	203
	204	@Override
	205	public boolean exportTagValue(HttpServletResponse response, HttpServletRequest request, ApiTagValueQueryDTO params) {
	206	InfluxTagValuePOJO tag = new InfluxTagValuePOJO();
	207	tag.setId(params.getTagId());
	208	tag.setType(params.getDataType());
	209	List<ApiExportValueDTO> valueList = getExportValue(tag, params.getStart(), params.getEnd());
	210	try{
	211	String sheetTitle = "采集数据";
	212	String[] title = new String[]{"值", "时间"};
	213	ExcelUtil.exportPointValue(sheetTitle, title, new ArrayList<>(valueList), response);
	214	} catch (Exception ex) {
	215	return false;
	216	}
	217	return true;
	218	}
	219
	220
	221	@Override
	222	public Map<String, Object> queryPointsLastValue(List<InfluxPointValuePOJO> influxParams) {
	223	Map<String, Object> result = new HashMap<>(influxParams.size());
	224	if (influxQLQueryApi == null) {
	225	influxQLQueryApi = influxDBInstance.getClient().getInfluxQLQueryApi();
	226	}
	227	for (int i = 0; i < influxParams.size(); i++) {
	228	InfluxPointValuePOJO point = influxParams.get(i);
	229	String measurement = PointValueUtils.getMeasurement(point.getType());
	230	StringBuilder sql = new StringBuilder();
	231	sql.append("SELECT LAST(value) FROM ");
	232	sql.append(measurement);
	233	sql.append(" WHERE point = '");
	234	sql.append(point.getPoint());
	235	sql.append("'");
585be5	236	InfluxQLQueryResult data = influxQLQueryApi.query(new InfluxQLQuery(sql.toString(), influxDBInstance.getBucket()));
a6de49	237	Object value = data.getResults().get(0).getSeries().get(0).getValues().get(0).getValueByKey("last");
H	238	result.put(point.getPoint(), value);
	239	}
	240	return result;
	241	}
	242
	243	@Override
	244	public Object queryPointMaxValue(InfluxPointValuePOJO point, Date startTime) {
	245	if (influxQLQueryApi == null) {
	246	influxQLQueryApi = influxDBInstance.getClient().getInfluxQLQueryApi();
	247	}
	248	long utcMillis = startTime.getTime() -rawOffset;
	249	String utsStart = DateUtils.format(new Date(utcMillis), DateUtils.FORMAT_YEAR_MONTH_DAY);
	250	log.info("utsStart=" + utsStart);
	251	String measurement = PointValueUtils.getMeasurement(point.getType());
	252	StringBuilder sql = new StringBuilder();
	253	sql.append("SELECT MAX(value) FROM ");
	254	sql.append(measurement);
	255	sql.append(" WHERE point = '");
	256	sql.append(point.getPoint());
	257	sql.append("' AND time >= '" + utsStart +"'");
585be5	258	InfluxQLQueryResult data = influxQLQueryApi.query(new InfluxQLQuery(sql.toString(), influxDBInstance.getBucket()));
a6de49	259	if (data == null) {
H	260	return null;
	261	}
	262	return data.getResults().get(0).getSeries().get(0).getValues().get(0).getValues()[1];
	263	}
	264
	265	@Override
	266	public List<Map<String, Object>> queryPointValues(InfluxPointValuePOJO pojo, Date startTime, Date endTime) {
	267	List<InfluxPointValuePOJO> influxParams = new ArrayList<>();
	268	influxParams.add(pojo);
	269	Map<String, List<Map<String, Object>>> data = this.queryPointsValues(influxParams, startTime, endTime);
	270	return data.get(pojo.getPoint());
	271	}
	272
	273	@Override
	274	public Map<String, List<Map<String, Object>>> queryPointsValues(List<InfluxPointValuePOJO> influxParams, Date startTime, Date endTime) {
	275	if (queryApi == null) {
	276	queryApi = influxDBInstance.getClient().getQueryApi();
	277	}
	278	if (CollectionUtils.isEmpty(influxParams)) {
	279	return null;
	280	}
	281	Map<String, List<Map<String, Object>>> result = new HashMap<>();
	282	Calendar calendar = Calendar.getInstance();
	283	calendar.set(Calendar.MILLISECOND, 0);
	284	String start = startTime.getTime() - calendar.getTime().getTime() + "ms";
	285	if (endTime==null){
	286	endTime= new Date();
	287	}
	288	String stop = endTime.getTime() - calendar.getTime().getTime() + "ms";
	289
	290	for (int i = 0; i < influxParams.size(); i++) {
	291	List<Map<String, Object>> dataList = new ArrayList<>();
	292	InfluxPointValuePOJO point = influxParams.get(i);
	293	String measurement = PointValueUtils.getMeasurement(point.getType());
	294	StringBuilder sb = new StringBuilder();
585be5	295	sb.append("from(bucket:\"" + influxDBInstance.getBucket() + "\") ");
a6de49	296	sb.append("\|> range(start: ").append(start).append(", stop: ").append(stop).append(") ");
H	297	sb.append("\|> filter(fn: (r) => r[\"_measurement\"] == \"" + measurement + "\")");
	298	sb.append("\|> filter(fn: (r) => r[\"_field\"] == \"value\")");
	299	sb.append("\|> filter(fn: (r) => r[\"point\"] == \"" + point.getPoint() + "\")");
	300	sb.append("\|> sort(columns: [\"_time\"]) ");
	301	sb.append("\|> yield(name: \"mean\")");
	302	System.out.println("influxdbSql===============" + sb.toString());
	303	List<FluxTable> tables = queryApi.query(sb.toString(), influxDBInstance.org);
	304
	305	for (FluxTable table : tables) {
	306	List<FluxRecord> records = table.getRecords();
	307	for (FluxRecord record : records) {
	308	Map<String, Object> dataIem = new HashMap<>(2);
	309	dataIem.put(VALUE, record.getValueByKey("_value"));
	310	dataIem.put(TIME, Date.from(record.getTime()));
	311	dataList.add(dataIem);
	312	}
	313	}
	314	result.put(point.getPoint(), dataList);
	315	}
	316	return result;
	317	}
	318
	319	@Override
	320	public Map<String, Object> queryPointsSpread(List<InfluxPointValuePOJO> influxParams, Date startTime, Date endTime) {
	321	Map<String, Object> result = new HashMap<>();
	322	Map<String, List<Map<String, Object>>> data = this.queryPointsValues(influxParams, startTime, endTime);
	323	if (CollectionUtils.isEmpty(data)) {
	324	return result;
	325	}
	326	data.forEach((k, v) -> {
	327	if (!CollectionUtils.isEmpty(v)) {
	328	BigDecimal lastValue = new BigDecimal(v.get(v.size() - 1).get(VALUE).toString());
	329	BigDecimal firstValue = new BigDecimal(v.get(0).get(VALUE).toString());
	330	BigDecimal spread = (lastValue.subtract(firstValue));
	331	result.put(k, spread.compareTo(BigDecimal.ZERO) < 0 ? lastValue : spread);
	332	}
	333	log.info(k + ",isEmpty");
	334	});
	335	return result;
	336	}
	337	}