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Use approximate cardinality to decide whether to use dict compression

#7759
Comparing
rk/cardinality-estimator
(
578e7c1
) with
develop
(
495f30e
)
CodSpeed Performance Gauge
+7%
Improvement
3
Regression
1
Untouched
1247

Benchmarks

1251 total
new_alp_prim_test_between[f32, 16384]
encodings/fastlanes/benches/compute_between.rs::alp
CodSpeed Performance Gauge
-12%
103.7 µs118.2 µs
cuda/bitpacked_u8/unpack/3bw[100M]
vortex-cuda/benches/bitpacked_cuda.rs::benches::benchmark_bitunpack::cuda
CodSpeed Performance Gauge
+18%
353 µs299.5 µs
encode_varbinview[(1000, 2)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+15%
198.2 µs171.9 µs
dict_compress_string
vortex/benches/single_encoding_throughput.rs
CodSpeed Performance Gauge
+11%
8.1 ms7.3 ms
encode_varbinview[(10000, 32)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+10%
1,020.8 µs929.8 µs
encode_varbinview[(10000, 8)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+10%
1,013.5 µs923.7 µs
encode_varbinview[(10000, 512)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+10%
1.1 ms1 ms
bench_compare_sliced_dict_primitive[(2500, 10000)]
vortex-array/benches/dict_compare.rs
CodSpeed Performance Gauge
+10%
94.5 µs86.2 µs
encode_varbinview[(10000, 4)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+9%
1,012.6 µs925 µs
bench_compare_sliced_dict_primitive[(2000, 10000)]
vortex-array/benches/dict_compare.rs
CodSpeed Performance Gauge
+9%
91.6 µs83.7 µs
encode_varbin[(10000, 32)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+9%
930 µs850.6 µs
encode_varbin[(10000, 8)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+9%
922.9 µs844.5 µs
cast_execute[(262144, 1, 0.0)]
encodings/fastlanes/benches/cast_bitpacked.rs
CodSpeed Performance Gauge
+9%
712 µs651.9 µs
encode_varbin[(10000, 4)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+9%
921.1 µs845.5 µs
bench_compare_sliced_dict_primitive[(1000, 10000)]
vortex-array/benches/dict_compare.rs
CodSpeed Performance Gauge
+9%
86.5 µs79.4 µs
cast_execute[(262144, 1, 0.01)]
encodings/fastlanes/benches/cast_bitpacked.rs
CodSpeed Performance Gauge
+9%
741.7 µs681.5 µs
encode_varbin[(10000, 512)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+9%
1,013.5 µs933.7 µs
bench_compare_sliced_dict_primitive[(3333, 10000)]
vortex-array/benches/dict_compare.rs
CodSpeed Performance Gauge
+9%
98.6 µs90.8 µs
encode_varbin[(10000, 2)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+8%
919.8 µs848.9 µs
cast_execute[(65536, 1, 0.01)]
encodings/fastlanes/benches/cast_bitpacked.rs
CodSpeed Performance Gauge
+8%
206 µs190.6 µs
bench_compare_sliced_dict_primitive[(5000, 10000)]
vortex-array/benches/dict_compare.rs
CodSpeed Performance Gauge
+8%
107 µs99 µs
encode_varbinview[(10000, 2)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+8%
1.1 ms1 ms
bench_compare_primitive[(10000, 32)]
vortex-array/benches/dict_compare.rs
CodSpeed Performance Gauge
+8%
113.1 µs104.9 µs
encode_varbin[(1000, 32)]
vortex-array/benches/dict_compress.rs
CodSpeed Performance Gauge
+8%
170.1 µs157.8 µs
bench_compare_primitive[(10000, 4)]
vortex-array/benches/dict_compare.rs
CodSpeed Performance Gauge
+8%
112.8 µs104.8 µs

Commits

Click on a commit to change the comparison range
Base
develop
495f30e
-1.49%
fallback
b712aba
3 days ago
by robert3005
+8.67%
format
578e7c1
3 days ago
by robert3005
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