test: benchmark the index merge performance #2334
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Signed-off-by: BubbleCal <bubble-cal@outlook.com>
Signed-off-by: BubbleCal <bubble-cal@outlook.com>
Signed-off-by: BubbleCal <bubble-cal@outlook.com>
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ACTION NEEDED Lance follows the Conventional Commits specification for release automation. The PR title and description are used as the merge commit message. Please update your PR title and description to match the specification. For details on the error please inspect the "PR Title Check" action. |
BubbleCal
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Signed-off-by: BubbleCal <bubble-cal@outlook.com>
albertlockett
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May 15, 2024
eddyxu
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this is slow cause we now reconstruct the entire index after merging data.
for 512d 1M rows IVF_HNSW_SQ dataset:
merge 500 rows: 41.4195s
merge 5 batches (100 rows per batch): 42.3950s
for 512d 100K rows IVF_HNSW_SQ dataset:
merge 500 rows: 2.2307s
merge 5 batches (100 rows per batch): 2.2654s
for 512d 1M rows IVF_PQ dataset:
merge 500 rows: 174.4656ms
merge 5 batches (100 rows per batch): 178.6720ms