kennknowles opened a new issue, #19454:
URL: https://github.com/apache/beam/issues/19454

   Right now we have Metrics.counter, Metrics.distribution counters which use 
MetricContainers to store and accumulate metrics.
   
   CounterSet counters which use accumulators to store and accumulate metrics. 
This code path is optimized using cython. 
   See cy_combiners.py
   
    
   
   Ideally we can keep the user interface (this should not change) for creating 
metrics with Metrics.counter(), .etc. But use the underlying optimized 
CounterSets.
   
   Imported from Jira 
[BEAM-6826](https://issues.apache.org/jira/browse/BEAM-6826). Original Jira may 
contain additional context.
   Reported by: [email protected].


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