Use Apache DataSketches for approximate aggregate functions
#7855Comparing
ngates/data-sketches
(e85ca7f
) withdevelop
(ff12040
)+14%
- Improvement
- 2
- Untouched
- 1206
Unknown Walltime execution environment detected
Using the Walltime instrument on standard Hosted Runners will lead to inconsistent data. For the most accurate results, we recommend using CodSpeed Macro Runners: bare-metal machines fine-tuned for performance measurement consistency.Benchmarks
1208 total
take_map[(0.1, 0.5)]
vortex-array/benches/take_patches.rs+14%
1,111.5 µs974.8 µs
take_map[(0.1, 1.0)]
vortex-array/benches/take_patches.rs+11%
1.8 ms1.7 ms
take_map[(0.1, 0.1)]
vortex-array/benches/take_patches.rs+5%
476 µs453.8 µs
true_count_vortex_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs+5%
648.9 ns619.7 ns
take_10_contiguous
encodings/fastlanes/benches/bitpacking_take.rs+3%
27.6 µs26.8 µs
true_count_arrow_buffer[1024]
vortex-buffer/benches/vortex_bitbuffer.rs+3%
965.6 ns936.4 ns
iter_vortex_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs+3%
981.1 ns951.9 ns
true_count_arrow_buffer[2048]
vortex-buffer/benches/vortex_bitbuffer.rs+3%
1 µs1 µs
set_indices_vortex_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs+3%
1 µs1 µs
patched_take_10_contiguous
encodings/fastlanes/benches/bitpacking_take.rs+3%
32.7 µs31.8 µs
untranspose_bmi2
encodings/fastlanes/benches/bit_transpose.rs::x86+2%
1.8 µs1.8 µs
take_map[(0.01, 1.0)]
vortex-array/benches/take_patches.rs+1%
1.2 ms1.2 ms
true_count_arrow_buffer[16384]
vortex-buffer/benches/vortex_bitbuffer.rs+1%
2 µs2 µs
set_indices_vortex_buffer[1024]
vortex-buffer/benches/vortex_bitbuffer.rs+1%
2.3 µs2.2 µs
bitwise_and_vortex_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs+1%
4.6 µs4.6 µs
take_map[(0.005, 0.1)]
vortex-array/benches/take_patches.rs+1%
145.5 µs143.7 µs
bitwise_or_vortex_buffer[128]
vortex-buffer/benches/vortex_bitbuffer.rs+1%
4.7 µs4.6 µs
take_map[(0.1, 0.05)]
vortex-array/benches/take_patches.rs+1%
391.2 µs387.6 µs
encode_varbin[(10000, 32)]
vortex-array/benches/dict_compress.rs+1%
949.2 µs940.5 µs
decompress_alp[f32, (1000, 0.01, 1.0)]
encodings/alp/benches/alp_compress.rs+1%
13.2 µs13.1 µs
chunked_opt_bool_canonical_into[(1000, 10)]
vortex-array/benches/chunk_array_builder.rs+1%
56.9 µs56.4 µs
cuda/bitpacked_patched_u8/unpack/10%[100M]
vortex-cuda/benches/bitpacked_cuda.rs::benches::benchmark_bitunpack_with_patches::cuda+1%
484 µs479.8 µs
null_count_run_end[(10000, 1024, 0.01)]
encodings/runend/benches/run_end_null_count.rs+1%
3.4 µs3.4 µs
null_count_run_end[(10000, 256, 0.01)]
encodings/runend/benches/run_end_null_count.rs+1%
3.4 µs3.4 µs
null_count_run_end[(100000, 1024, 0.01)]
encodings/runend/benches/run_end_null_count.rs+1%
3.4 µs3.4 µs
Commits
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develop
ff12040
+14.02%
Wrap datasketches in aggregate functions
e85ca7f
8 hours ago
by gatesn