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Add support for
org.apache.spark.sql.catalyst.expressions.Bin
#2760base: branch-25.02
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org.apache.spark.sql.catalyst.expressions.Bin
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Useless include (not sure)?
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*d_buffer++ = '0' + ((value & (1LL << i)) >> i);
perhaps this approach is more efficient since it avoids branching, which might degrade performance on GPUs with warp divergence.There was a problem hiding this comment.
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But I am not sure if it is a good practice which is really effective. I would like to hear your opinions on this issue @res-life @ttnghia .
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maybe
*d_buffer++ = '0' + ((value & (1LL << i)) != 0);
? It will be (very slightly) cheaper and easier to read.There was a problem hiding this comment.
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@thirtiseven
Yes, this one is also a Branch-Free expression since the compiler shall use
setne
instruction avoids branching by directly setting a register based on the zero flag (ZF):The corresponding codes of my alternative would be translated into:
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Yes, I think this approach is more efficient.
You may conduct a benchmark test to double confirm.
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NIT: Just some nice-to-have improvement, use
constexpr if
instead ofif
and add an extra template variablenullable
for this functor. Because we already knew whether the column_view is nullable or NOT.