手记–InfluxDB使用介绍
话说上次说把设备状态信息上报到influxDB进行存储，即存储设备的监控信息，既然说了介绍InfluxDB的使用，那这次就按数据库使用维护的角度，介绍下时序数据库InfluxDB。
通常说到数据库会说到库、表、行，这在influxDB中对应database、measurement、point，当然还有时序数据特有的timestamp，以及过期策略：Retention Policy。此外，还有其特别的结构：
Point：Series + timestamp
Series：按照同一个database中，Series = retention policy + measument + tag set相同，即为相同series
Shard：在我们设定Retention Policy的时候，往往就会看到shard关键字，其体现为：一个retention policy下，会根据其设定，拆分为很多个部分，而这些部分，则为shard。
InfluxDB的存储引擎为TSM（从LSM+timestamp演变），每一个SHARD，都对应一个TSM存储引擎，有独立的cache、wal、tsm file。（LSM树结构后续再说，又有下次的主题了:grin:）
https://www.influxdata.com/blog/new-storage-engine-time-structured-merge-tree/
https://docs.influxdata.com/influxdb/v1.8/concepts/storage_engine/
一、常见操作
上次设备监控上报的时候 (文末公众号：涂鸦玩法2 — 设备状态存储展示)，简单介绍了如下的SQL：
$ influx -host 127.0.0.1 -port 8089 -username admin -password 123421
Connected to http://127.0.0.1:8089 version 1.8.1
InfluxDB shell version: 1.8.1
> show databases;
name: databasesname
----
_internal
wstestdb
> use wstestdb
Using database wstestdb
> select time,pir,dev_id from pir_status limit 3;
name: pir_status
time pir dev_id
---- --- ------
1594810825095426778 0 z{y{_Z
1594810835293097585 0 z{y{_Z
1594810845430362859 1 z{y{_Z
此外，influxDB本身也支持http POST的方式进行数据的操作。例如：
插入：
curl -i -XPOST 'http://localhost:8083/write?db=mydb' --data-binary 'cpu_load_short,host=server02 value=0.67
查询：
curl -GET 'http://localhost:8086/query?pretty=true' --data-urlencode "db=mydb" --data-urlencode "q=SELECT value FROM cpu_load_short WHERE region='us'"
对于运维人员，需要额外关注一些其它信息。
二、基础运维
2.1 Retention Policy 数据保留策略
（1）创建：
create RETENTION POLICY "wstestdb_1d" ON "wstestdb" DURATION 1d REPLICATION 1 SHARD DURATION 1d ;
这里可以看到上部分提到的SHARD DURATION，在一个保留策略里，需要设定好过期的时间，还有SHARD的周期，influxDB会按照这个周期拆分、过期数据文件。
（2）修改：
> show retention policies
name duration shardGroupDuration replicaN default
---- -------- ------------------ -------- -------
autogen 0s 168h0m0s 1 true
> alter RETENTION POLICY "autogen" ON "wstestdb" DURATION 200w REPLICATION 1 SHARD DURATION 1d DEFAULT
> show retention policies
name duration shardGroupDuration replicaN default
---- -------- ------------------ -------- -------
autogen 33600h0m0s 24h0m0s 1 true
通常生产环境中，我们会针对不同类型的measurement，采用不同的retention policy，例如：精度高的表保留3个月，精度低的表保留3年等。
2.2 持续查询 Continuous Queries
InfluxDB深知自己使用的环境，例如在很久以前的数据，大部分用户只关注类似平均值、最大最小值等的情况，而历史的大量数据，会使成本大幅度提高。此时，就出现了持续查询：
CREATE continuous query cq_30 ON "mydb" RESAMPLE EVERY 15m FOR 60m BEGIN select mean(value) into mean_value from cpu_load_short group by time(30m) END
即把cpu_load_short表的每15分钟平均值，存放在一张新表mean_value中。
这样，Retention Policy加上Continuous Queries，可以在精度和持续性上达到一个平衡。
三、InfluxDB的文件
3.1 文件目录分布
InfluxDB的文件结构较为简单（上次说到，在配置文件中的不同板块进行配置）：
data：数据文件目录
meta：数据库元信息
wal：Write Ahead Log目录
重点关注数据文件目录，更便于我们去理解和使用InfluxDB。
3.2 数据目录
数据目录下，每一个database，分为单独的目录；在不同的database下，不同的retention policy，又分别位于不同的目录下：
特别注意，“_series”目录，用以存放series索引：
（1）必须在配置中限制series的数目，防止大量的series导致OOM的情况
（2）当series数据太大时，需要及时处理
3.3 Retention Policy与SHARD在文件上的体现
查看_interval库的retention policies：
> use _internal
Using database _internal
> show retention policies
name duration shardGroupDuration replicaN default
---- -------- ------------------ -------- -------
monitor 168h0m0s 24h0m0s 1 true
对应的文件目录：
可以看出，文件是按照每24h进行分割的，即Retention Policy中的SHARD DURATION的大小进行，同样，在168h后，将会进行过期处理。
四、InfluxDB的配置
4.1 基础配置
通常我们会修改如下几项：
占用内存的大小：cache-max-memory-size = “2g”
并发查询数：max-concurrent-queries = 1000
慢查询阈值：log-queries-after = “3s”
metadata/数据文件地址：[meta]、[data]中的dir
端口地址：bind-address
4.2 业务实用性配置
根据前三部分的介绍，还需关注：
series相关配置：
例如：max-series-per-database、max-select-series
TSM引擎：
例如：compact-full-write-cold-duration
SHARD相关：
例如：cache-snapshot-write-cold-duration、compact-full-write-cold-duration
timeout相关：
例如：连接超时、查询超时等等
同所有关系型数据库一样，数据库的配置，需要根据业务的使用场景进行适时的调整和优化，已得到更融合的体系。
欢迎关注公众号：朔的话：
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