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[API] (re-)design of data loader mechanism #1716

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fkiraly opened this issue Nov 13, 2024 · 0 comments
Open

[API] (re-)design of data loader mechanism #1716

fkiraly opened this issue Nov 13, 2024 · 0 comments
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API design API design & software architecture enhancement New feature or request

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@fkiraly
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fkiraly commented Nov 13, 2024 •
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There are a some good reasons to re-design the data loader mechanism:

  1. current coupling to pd.DataFrame
  2. which makes it problematic for large data sets, see [ENH] enable large data use cases - decouple data input from pandas, allow polars, dask, and/or spark #1685
  3. automatically splits the data which is not always required, see [ENH] TimeSeriesDataSet inference mode (?) #1711

This issue is to collect ideas for a re-design. FYI @sktime/core-developers
@fkiraly fkiraly added enhancement New feature or request API design API design & software architecture labels Nov 13, 2024
@fkiraly fkiraly mentioned this issue Nov 13, 2024
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