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Posted to issues@spark.apache.org by "Apache Spark (JIRA)" <ji...@apache.org> on 2017/11/17 13:56:00 UTC
[jira] [Assigned] (SPARK-22343) Add support for publishing Spark
metrics into Prometheus
[ https://issues.apache.org/jira/browse/SPARK-22343?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel ]
Apache Spark reassigned SPARK-22343:
------------------------------------
Assignee: (was: Apache Spark)
> Add support for publishing Spark metrics into Prometheus
> --------------------------------------------------------
>
> Key: SPARK-22343
> URL: https://issues.apache.org/jira/browse/SPARK-22343
> Project: Spark
> Issue Type: New Feature
> Components: Spark Core
> Affects Versions: 2.2.0
> Reporter: Janos Matyas
>
> I've created a PR (https://github.com/apache-spark-on-k8s/spark/pull/531) to supporting publishing Spark metrics into Prometheus metrics in the https://github.com/apache-spark-on-k8s/spark fork (Spark on Kubernetes). According to the maintainers of the project I should create a ticket here as well, in order to be tracked upstream. See below the original text of the PR:
> _
> Publishing Spark metrics into Prometheus - as discussed earlier in https://github.com/apache-spark-on-k8s/spark/pull/384.
> Implemented a metrics sink that publishes Spark metrics into Prometheus via [Prometheus Pushgateway](https://prometheus.io/docs/instrumenting/pushing/). Metrics data published by Spark is based on [Dropwizard](http://metrics.dropwizard.io/). The format of Spark metrics is not supported natively by Prometheus thus these are converted using [DropwizardExports](https://prometheus.io/client_java/io/prometheus/client/dropwizard/DropwizardExports.html) prior pushing metrics to the pushgateway.
> Also the default Prometheus pushgateway client API implementation does not support metrics timestamp thus the client API has been ehanced to enrich metrics data with timestamp. _
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