GH-39565: [C++] Do not concatenate ChunkedArray when running take function#39566
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amol- wants to merge 28 commits into
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GH-39565: [C++] Do not concatenate ChunkedArray when running take function#39566amol- wants to merge 28 commits into
amol- wants to merge 28 commits into
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benibus
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Jan 11, 2024
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felipecrv
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Jan 26, 2024
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@felipecrv @amol- Should this PR be kept open now that #40206 was merged? |
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I think so, this PR is focused on optimizing TakeCA, while the one that was merged was focused on TakeCC |
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Before my PR: Next step (and goal of amol's PR/issue pair): 0 concatenations. |
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I opened #41700 which can handle all the fixed-width types without concatenation. |
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Rationale for this change
We can avoid extra unecessary work and memory consumption of concatenating chunks when running take, we can directly run the take on the chunks at the only cost of remapping the indices which are usually much fewer than the size of the array we are applying take on.
Are these changes tested?
Two tests already existed that verify take on ChunkedArray and they covered the corner cases well, the only tweak necessary to those tests was that now take returns a chunkedarray made of multiple chunks instead of a single one.