Support large-file splitting between ranks in read_parquet#736
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rjzamora wants to merge 9 commits intorapidsai:mainfrom
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Support large-file splitting between ranks in read_parquet#736rjzamora wants to merge 9 commits intorapidsai:mainfrom
read_parquet#736rjzamora wants to merge 9 commits intorapidsai:mainfrom
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rjzamora
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/ok to test |
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/ok to test |
madsbk
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Dec 16, 2025
cpp/src/streaming/cudf/parquet.cpp
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| std::back_inserter(chunk_files) | ||
| bool rank_has_assigned_work = false; // Track if this rank was assigned work | ||
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| if (files.size() >= size) { |
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I think it would be very helpful to move the two cases into separate helper functions, with docstrings describing the two different approaches.
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Yeah, I definitely think that makes sense. I refactored the chunk-assignment logic into two distinct helper functions: assign_chunks_standard and assign_chunks_split_files.
@wence- - Let me know if this refactor is disruptive to anything you may have in flight.
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Addresses item 2 in #615
General Approach: When the number of files is smaller than the number of ranks, we estimate the number of chunks we need to produce for each file, and use this estimate to determine the (row-group-aligned) boundary between ranks.
This PR does not attempt to optimize metadata collection or to align chunks with row-group boundaries. I'd like that to separate that work for now.