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How are temporary files used? #30

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opened 2025-12-09 22:07:04 +00:00 by brent.edwards · 0 comments
brent.edwards commented 2025-12-09 22:07:04 +00:00
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The big problem with the dataset-uploader program is that it takes too much space.

We have a goal of translating truly huge data sets, even bigger than Wikipedia.

There are two questions to ask:

  1. Is it possible to remove temporary files once they have been used? (The disk would need to contain the whole of the temporary files at one point, but as temporary files are used and removed, the needed disk space would not change.)
  2. Is it possible to only use one temporary file at a time -- turning the code from completed stages to streaming? (The disk would only need enough for temporary file at a time.)
The big problem with the `dataset-uploader` program is that it takes too much space. We have a goal of translating truly huge data sets, even bigger than Wikipedia. There are two questions to ask: 1. Is it possible to remove temporary files once they have been used? (The disk would need to contain the whole of the temporary files at one point, but as temporary files are used and removed, the needed disk space would not change.) 2. Is it possible to only use one temporary file at a time -- turning the code from completed stages to streaming? (The disk would only need enough for temporary file at a time.)
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cleverdatasets/dataset-uploader#30
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