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The symptoms:
I have a file with ~1 million rows, 125 columns. It takes ~12 seconds to count lines with spark-excel's API V1 and ~2 minutes with API V2.
The issue:
Range
does not contain own optimized methodfilter
, that's why it uses method fromTraversableLike
which iterates over each number in range.r.getLastCellNum
evaluated for each number in range.Here are some rough benchmarks with another file:
filter => 50 seconds
val lastCellNum => 38 seconds
withFilter => 20 seconds
takeWhile => 12 seconds
API V1 => 12 seconds
(File taken from here and manually converted to "xlsx")
PS. API V2 seems great! :)