Github user StephanEwen commented on the pull request:

    https://github.com/apache/flink/pull/1947#issuecomment-220014866
  
    Few followups are actually needed before merging this:
    
      1. We need to remove the example metrics
    
      2. Conflicting metrics names should not result in failures. Metrics are 
tooling, and problems in the tooling should not fail the core programs.
    
      3. I think we should limit the available metrics types to Gauge and 
Counter for now. I looked at Timers, Meters, and Histograms - they are very 
high overhead each. As a follow-up, I would like to see if we can construct 
simple Meters as views over counters. That way, the runtime code as no overhead 
for the metering (it just maintains counters and gauges) and the registry code 
needs to turn them into Meters asynchronously.


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