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Implement non-blocking to_parquet #892

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merged 8 commits into from
Mar 6, 2024

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RobbeSneyders
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This is necessary to prevent OOM when processing large datasets. Added all the info in comments in the code.

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@mrchtr mrchtr left a comment

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Thanks @RobbeSneyders. It seems like we have finally a robust solution for our oom issues.

src/fondant/component/data_io.py Outdated Show resolved Hide resolved
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@RobbeSneyders RobbeSneyders force-pushed the feature/non-blocking-to-parquet branch from 885dae5 to 8de1dfb Compare March 6, 2024 10:32
@RobbeSneyders RobbeSneyders force-pushed the feature/non-blocking-to-parquet branch from 6f24b3b to 3c9f7cc Compare March 6, 2024 12:02
@RobbeSneyders RobbeSneyders merged commit 7e17cbc into main Mar 6, 2024
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@RobbeSneyders RobbeSneyders deleted the feature/non-blocking-to-parquet branch March 6, 2024 14:00
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2 participants