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Closes #3767: Add batch string read #3768

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merged 1 commit into from
Sep 11, 2024

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bmcdonald3
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@bmcdonald3 bmcdonald3 commented Sep 11, 2024

Currently, Parquet strings are read and processed one at a time, but we'd like to read them in batches to improve performance. Here are some results from a Cray XC with Lustre filesystem:

Batch read:

test sec
single-file 4.539
fixed-single 0.779
scaled-five 2.06
fixed-scaled-five 0.398
five 10.046
fixed-five 1.507
scaled-ten 1.086
fixed-scaled-ten 0.261
ten 10.906
fixed-ten 2.643

Old:

test sec
single-file 7.907
fixed-single 4.026
scaled-five 4.021
fixed-scaled-five 1.754
five 17.076
fixed-five 4.997
scaled-ten 1.782
fixed-scaled-ten 0.978
ten 17.802
fixed-ten 9.499

Closes #3767

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Looks great! thanks ben!!

@stress-tess stress-tess added this pull request to the merge queue Sep 11, 2024
Merged via the queue into Bears-R-Us:master with commit 8fc7bf8 Sep 11, 2024
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Start reading Parquet strings in batches
2 participants