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question: investigate pandas alternatives #4

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aMahanna opened this issue Jul 27, 2022 · 2 comments
Open

question: investigate pandas alternatives #4

aMahanna opened this issue Jul 27, 2022 · 2 comments
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help wanted Extra attention is needed question Further information is requested

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@aMahanna
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aMahanna commented Jul 27, 2022 •
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This is something that we may need to address for dealing with (potential expected) scalability issues with the adapter.

Some things to note:

  • We are currently creating a Pandas DataFrame from a python-arango AQL cursor
  • Pandas does not use GPU, we can perhaps look into support cudf as an alternative
  • vaex is another popular library for use cases similar to Pandas, would have to further investigate
@aMahanna aMahanna added help wanted Extra attention is needed question Further information is requested labels Jul 27, 2022
@aMahanna
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This is slightly related to arangoml/networkx-adapter#87

aMahanna added a commit that referenced this issue Aug 3, 2022
@aMahanna
new: lazy attempt at #4
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@aMahanna aMahanna mentioned this issue Aug 3, 2022
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Batching has been introduced in #19 to reduce the load on our pandas DataFrames for the time being

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