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https://issues.apache.org/jira/browse/SPARK-25929?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17098247#comment-17098247
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John Zhuge commented on SPARK-25929:
------------------------------------

Has anyone looked at https://micrometer.io/? From the web site:
{quote}Micrometer provides a simple facade over the instrumentation clients for 
the most popular monitoring systems, allowing you to instrument your JVM-based 
application code without vendor lock-in. Think SLF4J, but for metrics.{quote}

> Support metrics with tags
> -------------------------
>
>                 Key: SPARK-25929
>                 URL: https://issues.apache.org/jira/browse/SPARK-25929
>             Project: Spark
>          Issue Type: Improvement
>          Components: Spark Core
>    Affects Versions: 2.3.2
>            Reporter: John Zhuge
>            Priority: Major
>
> For better integration with DBs that support tags/labels, e.g., InfluxDB, 
> Prometheus, Atlas, etc.
> We should continue to support the current Graphite-style metrics.
> Dropwizard Metrics v5 supports tags. It has been in RC status since Feb. 
> Currently 
> `[5.0.0-rc2|https://github.com/dropwizard/metrics/releases/tag/v5.0.0-rc2]` 
> is in Maven.



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