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hkpeaks avatar hkpeaks commented on August 23, 2024

Today I have done benchmark for DuckDB https://youtu.be/zVR77B2bDR0
The tmp file shall be cleaned after process completed.

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Tmonster avatar Tmonster commented on August 23, 2024

Can you provide reproducible steps for when an undefined exception is caused by a temporary file from a different solution (in the same session)?

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sl-solution avatar sl-solution commented on August 23, 2024

Can you provide reproducible steps for when an undefined exception is caused by a temporary file from a different solution (in the same session)?

I found this when I was using the _utils/repro.sh script to reproduce result for smaller data sets on a computer with limited hard disk. I noted that after some point all solutions failed to produce any result, and with a little investigation I figured out that the hard drive was full (due to temporary file created during the benchmark run). I would image for large data sets the /tmp directory would be bloated by huge files.

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jangorecki avatar jangorecki commented on August 23, 2024

I can confirm that disk space was never a concern and scripts generally won't be handling this kind of exception.

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Tmonster avatar Tmonster commented on August 23, 2024

I noticed this issue too actually when getting the benchmark back up and running. I never had the issue where another solution encountered an undefined exception.

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Tmonster avatar Tmonster commented on August 23, 2024

@sl-solution If you still believe this would be a problem, feel free to open a PR to automatically clean the /tmp directory after every run.

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sl-solution avatar sl-solution commented on August 23, 2024

@sl-solution If you still believe this would be a problem, feel free to open a PR to automatically clean the /tmp directory after every run.

In Juliads I made sure it is done automatically, however, I am not sure deleting everything from /tmp is a good idea, since some of the files may be essential for other system process.

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Tmonster avatar Tmonster commented on August 23, 2024

I wouldn't delete everything from /tmp of course, but for R solutions it would be everything in tempdir(). Potentially all R solutions could use the same location for tmpdir() and then it could be cleaned up when the benchmarking ends

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sl-solution avatar sl-solution commented on August 23, 2024

I guess for polars it should be straightforward, since it uses absolute path and constant name for temporary files.

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hkpeaks avatar hkpeaks commented on August 23, 2024

I think sorting of billion rows requires the use of temporary. I have coded for billion-row jointable/filter/groupby using only 32GB ram, in fact it is certified no need using temp file.

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sl-solution avatar sl-solution commented on August 23, 2024

I think a systematic way to solve the issue is to assign a directory for temporary files, and ask every solution to use solely the assigned directory for on-disk calculations. The launcher can clean the directory after each run.

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Tmonster avatar Tmonster commented on August 23, 2024

Since the new machine has more memory, and instance storage, this has become less of an issue. Can this therefore be closed?

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sl-solution avatar sl-solution commented on August 23, 2024

Since the new machine has more memory, and instance storage, this has become less of an issue. Can this therefore be closed?

I guess as long as solutions keep using temp files, this will be an issue.

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