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Decompression & Processing Pipeline #33

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2 tasks done
MoRevolution opened this issue Jul 13, 2023 · 1 comment · Fixed by #37
Closed
2 tasks done

Decompression & Processing Pipeline #33

MoRevolution opened this issue Jul 13, 2023 · 1 comment · Fixed by #37
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enhancement New feature or request

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@MoRevolution
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MoRevolution commented Jul 13, 2023

We have wrapped up our EDA, and we now need a streamlined pipeline to decompress, preprocess, and search through the whole Reddit Submission dataset. So here is a preliminary list of tasks we need to complete:

  • Write a script to decompress each of the files in the Submission dataset-preferrably use stream decompression from the zstandard python library.
  • Create a pipeline to preprocess and search through the dataset for, using the same principles as in our EDA notebook.
@MoRevolution MoRevolution added the enhancement New feature or request label Jul 13, 2023
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I just added a decompression script in the "src" directory. It works, but it's slow since I didn't add any form of multiprocessing. It should be fine for now, but I'll incorporate multiprocessing after we validate the output of the full 2018 dataset.

@MoRevolution MoRevolution pinned this issue Jul 13, 2023
@MoRevolution MoRevolution linked a pull request Feb 11, 2024 that will close this issue
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