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ES|QL - Improve performance of V_MAGNITUDE function #137535

@carlosdelest

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@carlosdelest

V_MAGNITUDE function is not currently pushed down to Lucene. We want V_MAGNITUDE to be on par with the other vector functions, and be able to be pushed down to Lucene for performance reasons.

See #137002 for the work done on vector similarity functions.

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