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While looking at CALCITE-2486 found that dropwizard metrics switched from 3.x to 4.x. Avatica has a module and property called "dropwizard-metrics3".
See discussion here: https://github.com/apache/calcite-avatica/pull/71
GitHub Pull Request #72