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[FEA] Avoid materializing temporary table in ORC chunked reader #15769

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ttnghia opened this issue May 16, 2024 · 0 comments
Open

[FEA] Avoid materializing temporary table in ORC chunked reader #15769

ttnghia opened this issue May 16, 2024 · 0 comments
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@ttnghia
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ttnghia commented May 16, 2024

In ORC chunked reader, the decoded stripes are materialized into a cudf table before it is splitt into multiple output chunks through slicing. Materializing such table is memory consuming. We can optimize memory usage in the chunked reader by avoiding that step altogether. By doing so, only part of the decoded stripes is materialized which is enough for one output chunk.

This requires some amount of work to rewrite cudf::io::detail::column_buffer.

@ttnghia ttnghia added the feature request New feature or request label May 16, 2024
@ttnghia ttnghia self-assigned this May 16, 2024
@ttnghia ttnghia changed the title [FEA] Avoid materialize temporary table in ORC chunked reader [FEA] Avoid materializing temporary table in ORC chunked reader May 16, 2024
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