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Extrapolate rate aggregation (#126331)
This change performs extrapolation for rate aggregation similarly to how PromQL does.
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x-pack/plugin/esql/compute/src/main/generated-src/org/elasticsearch/compute/aggregation/RateDoubleAggregator.java

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