Github user steveloughran commented on the issue: https://github.com/apache/spark/pull/17747 I'm going to go with your suggestion and go via the metricServer to get at the state of counters and gauges; this is is actually better in that it will verify that all metrics are making their way through. This is just some background work, so expect a short delay before it gets updated
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