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Implement grouped product scan #15254
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rapids-bot
merged 6 commits into
rapidsai:branch-24.04
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wence-:wence/fea/groupby-cumprod
Mar 11, 2024
Merged
Implement grouped product scan #15254
rapids-bot
merged 6 commits into
rapidsai:branch-24.04
from
wence-:wence/fea/groupby-cumprod
Mar 11, 2024
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libcudf
Affects libcudf (C++/CUDA) code.
Python
Affects Python cuDF API.
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Mar 8, 2024
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improvement
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Approving C++ changes
bdice
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Mar 8, 2024
Co-authored-by: David Wendt <[email protected]>
/merge |
wence-
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Mar 11, 2024
I'll merge the upstream so that the |
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Labels
CMake
CMake build issue
improvement
Improvement / enhancement to an existing function
libcudf
Affects libcudf (C++/CUDA) code.
non-breaking
Non-breaking change
Python
Affects Python cuDF API.
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Description
Although cumulative products are implemented for whole-frame scans, they were not for grouped aggregations.
Plumb through the necessary machinery to enable this. Only enabled for floating and integral types: the units make no sense for durations.
As for the whole-frame product aggregation, it is very easy to overflow the output type. For floating types this will result in
+/- inf
as the result. For signed integral types, behaviour is undefined on overflow.cumprod
in DataFrameGroupBy #15253Checklist