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Add "chunking" for database and dataframe pulls #42

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ericpan64 opened this issue Jul 28, 2024 · 0 comments
Open

Add "chunking" for database and dataframe pulls #42

ericpan64 opened this issue Jul 28, 2024 · 0 comments
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@ericpan64
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ericpan64 commented Jul 28, 2024

Problem

Large memory usage could be a problem (think 1m+ rows)

Requested feature

Make it easy to pull small chunks at a time, then drop memory after a chunk is used

Alternatives considered

Additional context

  • Would be good time to add in dataframes module too (i.e. apply in chunks, or something like that -- a chunking iter)
    • NOTE: Polars might already do something like this under the hood, so for dataframes, maybe just rely more on lazy execution expressions
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