This should open a new world of real-time metrics for you.How to get Spark 
Metrics as JSON using Spark REST API in YARN Cluster mode


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How to get Spark Metrics as JSON using Spark REST API in YARN Cluster mode

Anbu Cheeralan

Spark provides the metrics in UI. You can access the UI using either port 4040 
(Standalone) or using a proxy thr...
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Bentzi

    On Friday, May 8, 2020, 05:30:56 AM GMT+3, Something Something 
<mailinglist...@gmail.com> wrote:  
 
 No. We are already capturing these metrics (e.g. numInputRows, 
inputRowsPerSecond).
I am talking about "No. of States" in the memory at any given time. 
On Thu, May 7, 2020 at 4:31 PM Jungtaek Lim <kabhwan.opensou...@gmail.com> 
wrote:

If you're referring total "entries" in all states in SS job, it's being 
provided via StreamingQueryListener.
http://spark.apache.org/docs/latest/structured-streaming-programming-guide.html#monitoring-streaming-queries

Hope this helps.
On Fri, May 8, 2020 at 3:26 AM Something Something <mailinglist...@gmail.com> 
wrote:

Is there a way to get the total no. of active states in memory at any given 
point in a Stateful Spark Structured Streaming job? We are thinking of using 
this metric for 'Auto Scaling' our Spark cluster.

  

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