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speed up _compute_dtypes function #2751

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anmyachev opened this issue Feb 17, 2021 · 4 comments
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speed up _compute_dtypes function #2751

anmyachev opened this issue Feb 17, 2021 · 4 comments
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P2 Minor bugs or low-priority feature requests Performance 🚀 Performance related issues and pull requests.

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@anmyachev
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anmyachev commented Feb 17, 2021 •
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The function works extremely inefficiently when the number of columns is approximately equal to the number of rows.

For example, if df.shape = (5000, 5000) and MODIN_CPUS=44 then count_partitions=44^2.
@anmyachev anmyachev self-assigned this Feb 17, 2021
anmyachev added a commit to anmyachev/modin that referenced this issue Feb 18, 2021
@anmyachev
FIX-modin-project#2751: speed up dtypes
33a4b5b 
Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com>
@anmyachev anmyachev mentioned this issue Feb 18, 2021
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anmyachev added a commit to anmyachev/modin that referenced this issue Feb 18, 2021
@anmyachev
FIX-modin-project#2751: remove _map_reduce usage
8aba0cd 
Signed-off-by: Anatoly Myachev <anatoly.myachev@intel.com>
@anmyachev anmyachev added the Performance 🚀 Performance related issues and pull requests. label Apr 21, 2022
@pyrito
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pyrito commented Aug 23, 2022

@anmyachev what's the status of this issue?

@pyrito pyrito added the P2 Minor bugs or low-priority feature requests label Aug 23, 2022
@anmyachev anmyachev removed their assignment Aug 25, 2022
@anmyachev
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@pyrito need someone to check how long this function takes on the master in the case above.

@YarShev YarShev mentioned this issue Mar 20, 2024
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@YarShev YarShev mentioned this issue May 13, 2024
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@Retribution98
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@anmyachev
This issue was fixed in PR #7245.
Time results for DF with shape (5600, 5600) using 112 CPU:

  before PR after PR
Time, s 4.6 1.8

@anmyachev
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@anmyachev This issue was fixed in PR #7245. Time results for DF with shape (5600, 5600) using 112 CPU:

  before PR after PR
Time, s 4.6 1.8

Good!

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FIX-#2751: speed up dtypes anmyachev/modin
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@pyrito @Retribution98 @anmyachev