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Replacing
MapUtils.merge()
by putAll() avoid costly operations that clone the Map. As this is called a lot of time for complex workflow, this has a non-negligible impact.Using this flow (2.1k taskruns):
Performance is improved by approx 15% (24mn44s -> 21mn17s), more importantly, allocations are greatly reduced and JVM costs lowered.
Approx improvements:
Execution.output()
goes from 11% of samples to less than 2%Execution.output()
goes from 17% of samples to less than 5%See the following flamegraphs (zoomed on the execution queue) for more information.
Before - CPU profile
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** After - CPU profile**
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Before - Allocation profile
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After - Allocation profile
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