influxdb {"error":"partial write: max-values-per-tag limit exceeded (100009/100000)

柔光的暖阳◎ 2022-06-13 08:39 139阅读 0赞

在用influxdb写数据的时候，突然出现如下的错误，我用的是到目前最新的版本1.2：

java.lang.RuntimeException: {"error":"partial write: max-values-per-tag limit exceeded (100009/100000): measurement=\"t1\" tag=\"openId\" value=\"oGeG_0emqmIf5xakHAZq5_NEbcJ0\"dropped=4"}
    
            at org.influxdb.impl.InfluxDBImpl.execute(InfluxDBImpl.java:466)
            at org.influxdb.impl.InfluxDBImpl.write(InfluxDBImpl.java:267)
            at com.ihangmei.datapro.consumer.influxdb.InfluxdbInstance.writeInfluxdb(InfluxdbInstance.java:97)
            at com.ihangmei.datapro.consumer.kafka.WechatRunnable.run(WechatRunnable.java:50)
            at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
            at java.util.concurrent.FutureTask.run(FutureTask.java:266)
            at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
            at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
            at java.lang.Thread.run(Thread.java:745)
    java.lang.RuntimeException: {"error":"partial write: max-values-per-tag limit exceeded (100009/100000): measurement=\"t1\" tag=\"openId\" value=\"oGeG_0RngX2VL7c_wmzDNyacMQHI\"dropped=4"}
    
            at org.influxdb.impl.InfluxDBImpl.execute(InfluxDBImpl.java:466)
            at org.influxdb.impl.InfluxDBImpl.write(InfluxDBImpl.java:267)
            at com.ihangmei.datapro.consumer.influxdb.InfluxdbInstance.writeInfluxdb(InfluxdbInstance.java:97)
            at com.ihangmei.datapro.consumer.kafka.WechatRunnable.run(WechatRunnable.java:50)
            at java.util.concurrent.Executors$RunnableAdapter.call(Executors.java:511)
            at java.util.concurrent.FutureTask.run(FutureTask.java:266)
            at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1142)
            at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:617)
            at java.lang.Thread.run(Thread.java:745)

在官方文档中是这么说的：

### [max-values-per-tag = 100000][max-values-per-tag _ 100000] ###

The maximum number of [tag values][] allowed per [tag key][]. The default setting is `100000`. Change the setting to `0` to allow an unlimited number of tag values per tag key. If a tag value causes the number of tag values of a tag key to exceed `max-values-per-tag` InfluxDB will not write the point, and it returns a `partial write` error.

Any existing tag keys with tag values that exceed `max-values-per-tag` will continue to accept writes, but writes that create a new tag value will fail.

Environment variable: `INFLUXDB_DATA_MAX_VALUES_PER_TAG`

默认情况下每个tag key只允许最多有10w个tag values，如果超过了10w个就会出现如上的错误，当然在另一篇文章中，我们找到个这么做的原因：

influxdb增加了对tag的值的大小的校验，最大值是10000.若写入的数据的tag的值超限，则调用方会收到报错。用来防止写入到measurement的数据的series-cardinality([series-cardinality][])过大。如果我们写入了大量的series-cardinality很高的数据，那么当我们删除数据的时候，InfluxDB会OOM。

原因是InfluxDB在内存中维护了系统中每个series数据的索引。随着具有唯一性的series数据数量的增长，RAM的使用也会增长。过高的series cardinality会导致操作系统kill掉InfluxDB进程，抛出OOM异常。

参考：[https://docs.influxdata.com/influxdb/v1.2/administration/config\#max-values-per-tag-100000][max-values-per-tag _ 100000]

[http://xiajunhust.github.io/2016/12/13/InfluxDB%E5%86%99%E5%85%A5%E5%A4%B1%E8%B4%A5-partial-write-max-values-per-tag-limit-exceeded/  ][http_xiajunhust.github.io_2016_12_13_InfluxDB_E5_86_99_E5_85_A5_E5_A4_B1_E8_B4_A5-partial-write-max-values-per-tag-limit-exceeded]

[max-values-per-tag _ 100000]: https://docs.influxdata.com/influxdb/v1.2/administration/config#max-values-per-tag-100000
[tag values]: https://docs.influxdata.com/influxdb/v1.2/concepts/glossary/#tag-values
[tag key]: https://docs.influxdata.com/influxdb/v1.2/administration/%28/influxdb/v1.2/concepts/glossary/#tag-key
[series-cardinality]: https://docs.influxdata.com/influxdb/v1.1/concepts/glossary/#series-cardinality
[http_xiajunhust.github.io_2016_12_13_InfluxDB_E5_86_99_E5_85_A5_E5_A4_B1_E8_B4_A5-partial-write-max-values-per-tag-limit-exceeded]: http://xiajunhust.github.io/2016/12/13/InfluxDB%E5%86%99%E5%85%A5%E5%A4%B1%E8%B4%A5-partial-write-max-values-per-tag-limit-exceeded/