Re: BEAM counters for validation

2017-11-22 Thread Stas Levin
We are using the spark-runner and for *production monitoring*, the most popular metrics for us have been ingest rates, (batch) processing times, and memory usage, all of which which we obtain/calculate based on the metrics provided by the underlying spark engine (e.g., totalProcessedRecords, lastCo

Re: Monitoring and Management Tools for Beam an Friends

2017-03-02 Thread Stas Levin
pplication ids which is very useful. There are more caveats to speak of in the context of metrics and Beam over Spark (and streaming in particular), so let me know if you find the gory details interesting. -Stas On Thu, Mar 2, 2017 at 5:37 PM Amit Sela wrote: > +Stas Levin > > On Thu