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InfluxDB 和 IotDB 介绍与性能比照
Centos MacBook Docker 离线装置 InfluxDB 超级简略
maven 依赖 InfluxDB
<dependency>
<groupId>org.influxdb</groupId>
<artifactId>influxdb-java</artifactId>
<version>2.14</version>
</dependency>
InfluxDB 配置
spring:
influx:
url: http://192.168.1.5:8086
user: admin
password: abcd_2021
database: demo
InfluxDB 配置类
package com.beyond.data.config;
import org.influxdb.InfluxDB;
import org.influxdb.InfluxDBFactory;
import org.influxdb.dto.BatchPoints;
import org.influxdb.dto.Point;
import org.influxdb.dto.Query;
import org.influxdb.dto.QueryResult;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.context.annotation.Configuration;
import org.springframework.stereotype.Component;
import java.util.ArrayList;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
import java.util.concurrent.TimeUnit;
@Component
@Configuration
public class InfluxDBConfig {@Value("${spring.influx.user}")
private String userName;
@Value("${spring.influx.password}")
private String password;
@Value("${spring.influx.url}")
private String url;
// 数据库
@Value("${spring.influx.database}")
private String database;
// 保留策略
private String retentionPolicy;
private InfluxDB influxDB;
public InfluxDBConfig(){}
public InfluxDBConfig(String userName, String password, String url, String database) {
this.userName = userName;
this.password = password;
this.url = url;
this.database = database;
// autogen 默认的数据保留策略
this.retentionPolicy = retentionPolicy == null || "".equals(retentionPolicy) ?"autogen" : retentionPolicy;
this.influxDB = influxDbBuild();}
/**
* 设置数据保留策略 defalut 策略名 /database 数据库名 / 30d 数据保留时限 30 天 / 1 正本个数为 1 / 结尾 DEFAULT
* 示意 设为默认的策略
*/
public void createRetentionPolicy() {
String command = String.format("CREATE RETENTION POLICY \"%s\"ON \"%s\"DURATION %s REPLICATION %s DEFAULT",
"defalut", database, "30d", 1);
this.query(command);
}
/**
* 连贯时序数据库;取得 InfluxDB
**/
private InfluxDB influxDbBuild() {if (influxDB == null) {influxDB = InfluxDBFactory.connect(url, userName, password);
influxDB.setDatabase(database);
}
return influxDB;
}
/**
* 插入
* @param measurement 表
* @param tags 标签
* @param fields 字段
*/
public void insert(String measurement, Map<String, String> tags, Map<String, Object> fields) {influxDbBuild();
Point.Builder builder = Point.measurement(measurement);
builder.time(System.currentTimeMillis(), TimeUnit.MILLISECONDS);
builder.tag(tags);
builder.fields(fields);
influxDB.write(database, "", builder.build());
}
/**
* @desc 插入, 带工夫 time
* @date 2021/3/27
*@param measurement
*@param time
*@param tags
*@param fields
* @return void
*/
public void insert(String measurement, long time, Map<String, String> tags, Map<String, Object> fields) {influxDbBuild();
Point.Builder builder = Point.measurement(measurement);
builder.time(time, TimeUnit.MILLISECONDS);
builder.tag(tags);
builder.fields(fields);
influxDB.write(database, "", builder.build());
}
/**
* @desc influxDB 开启 UDP 性能, 默认端口:8089, 默认数据库:udp, 没提供代码传数据库性能接口
* @date 2021/3/13
*@param measurement
*@param time
*@param tags
*@param fields
* @return void
*/
public void insertUDP(String measurement, long time, Map<String, String> tags, Map<String, Object> fields) {influxDbBuild();
Point.Builder builder = Point.measurement(measurement);
builder.time(time, TimeUnit.MILLISECONDS);
builder.tag(tags);
builder.fields(fields);
int udpPort = 8089;
influxDB.write(udpPort, builder.build());
}
/**
* 查问
* @param command 查问语句
* @return
*/
public QueryResult query(String command) {influxDbBuild();
return influxDB.query(new Query(command, database));
}
/**
* @desc 查问后果解决
* @date 2021/5/12
*@param queryResult
*/
public List<Map<String, Object>> queryResultProcess(QueryResult queryResult) {List<Map<String, Object>> mapList = new ArrayList<>();
List<QueryResult.Result> resultList = queryResult.getResults();
// 把查问出的后果集转换成对应的实体对象,聚合成 list
for(QueryResult.Result query : resultList){List<QueryResult.Series> seriesList = query.getSeries();
if(seriesList != null && seriesList.size() != 0) {for(QueryResult.Series series : seriesList){List<String> columns = series.getColumns();
String[] keys = columns.toArray(new String[columns.size()]);
List<List<Object>> values = series.getValues();
if(values != null && values.size() != 0) {for(List<Object> value : values){Map<String, Object> map = new HashMap(keys.length);
for (int i = 0; i < keys.length; i++) {map.put(keys[i], value.get(i));
}
mapList.add(map);
}
}
}
}
}
return mapList;
}
/**
* @desc InfluxDB 查问 count 总条数
* @date 2021/4/8
*/
public long countResultProcess(QueryResult queryResult) {
long count = 0;
List<Map<String, Object>> list = queryResultProcess(queryResult);
if(list != null && list.size() != 0) {Map<String, Object> map = list.get(0);
double num = (Double)map.get("count");
count = new Double(num).longValue();}
return count;
}
/**
* 查问
* @param dbName 创立数据库
* @return
*/
public void createDB(String dbName) {influxDbBuild();
influxDB.createDatabase(dbName);
}
/**
* 批量写入测点
*
* @param batchPoints
*/
public void batchInsert(BatchPoints batchPoints) {influxDbBuild();
influxDB.write(batchPoints);
}
/**
* 批量写入数据
*
* @param database
* 数据库
* @param retentionPolicy
* 保留策略
* @param consistency
* 一致性
* @param records
* 要保留的数据(调用 BatchPoints.lineProtocol() 可失去一条 record)*/
public void batchInsert(final String database, final String retentionPolicy,
final InfluxDB.ConsistencyLevel consistency, final List<String> records) {influxDbBuild();
influxDB.write(database, retentionPolicy, consistency, records);
}
/**
* @desc 批量写入数据
* @date 2021/3/19
*@param consistency
*@param records
*/
public void batchInsert(final InfluxDB.ConsistencyLevel consistency, final List<String> records) {influxDbBuild();
influxDB.write(database, "", consistency, records);
}
public String getUserName() {return userName;}
public void setUserName(String userName) {this.userName = userName;}
public String getPassword() {return password;}
public void setPassword(String password) {this.password = password;}
public String getUrl() {return url;}
public void setUrl(String url) {this.url = url;}
public String getDatabase() {return database;}
public void setDatabase(String database) {this.database = database;}
public String getRetentionPolicy() {return retentionPolicy;}
public void setRetentionPolicy(String retentionPolicy) {this.retentionPolicy = retentionPolicy;}
public InfluxDB getInfluxDB() {return influxDB;}
public void setInfluxDB(InfluxDB influxDB) {this.influxDB = influxDB;}
}
调用
@Autowired
private InfluxDBConfig influxDBConfig;
......
influxDBConfig.insert(measurement, tags, fields);
正文完
发表至: springboot
2022-08-19