[ML][Data Frame] have sum map to a double to prevent overflows #43213
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It can be pretty easy for
sum
in significantly large buckets to overflow thesource
index mapping value. Especially when that source mapping is something small, likebyte
orshort
.Making the default mapping a
double
accounts for this as best as we can.