Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-15 07:22 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.823 s -1.462
2023-01-15 07:20 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.175 s -2.391
2023-01-15 07:20 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.208 s -1.976
2023-01-15 07:21 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.195 s -0.910
2023-01-15 07:21 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.235 s -0.891
2023-01-15 07:21 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.589 s -0.930
2023-01-15 07:21 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.245 s 0.028
2023-01-15 07:22 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.166 s -1.420
2023-01-15 07:27 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.144 s -1.174
2023-01-15 07:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.473 s -1.272
2023-01-15 07:20 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.551 s -1.895
2023-01-15 07:21 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.201 s 0.026
2023-01-15 07:22 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.327 s -0.283
2023-01-15 07:22 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.193 s -0.599
2023-01-15 07:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.085 s -1.392
2023-01-15 07:26 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.813 s 0.137
2023-01-15 07:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.147 s -1.422
2023-01-15 07:27 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.113 s 0.598
2023-01-15 07:19 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.143 s -0.468
2023-01-15 07:20 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.157 s -0.399
2023-01-15 07:21 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.888 s 0.622
2023-01-15 07:21 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.257 s -0.944
2023-01-15 07:22 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.223 s -2.146
2023-01-15 07:20 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.312 s 1.133
2023-01-15 07:22 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.162 s -1.120
2023-01-15 07:22 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.168 s -0.223
2023-01-15 07:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.148 s -0.591
2023-01-15 07:25 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.187 s -0.195
2023-01-15 07:28 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.516 s -0.359
2023-01-15 07:28 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.202 s -0.969
2023-01-15 07:30 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.952 s 1.119
2023-01-15 07:26 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.531 s -2.421
2023-01-15 07:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.011 s 0.748
2023-01-15 07:36 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.527 s -3.285
2023-01-15 07:36 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.476 s -1.844
2023-01-15 07:36 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.718 s -1.692
2023-01-15 07:39 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.226 s -1.111
2023-01-15 07:23 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.263 s 0.611
2023-01-15 07:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.141 s -1.591
2023-01-15 07:25 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.222 s 0.429
2023-01-15 07:23 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.486 s -1.782
2023-01-15 07:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.167 s -1.689
2023-01-15 07:26 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.254 s -1.443
2023-01-15 07:29 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.206 s -0.675
2023-01-15 07:29 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.545 s -2.970
2023-01-15 07:24 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.055 s -0.497
2023-01-15 07:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.209 s 1.924
2023-01-15 07:25 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.183 s -1.258
2023-01-15 07:26 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.243 s -0.675
2023-01-15 07:27 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.117 s -0.623
2023-01-15 07:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.654 s 0.244
2023-01-15 07:33 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.146 s -2.202
2023-01-15 07:23 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.216 s 0.616
2023-01-15 07:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.177 s -1.960
2023-01-15 07:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s 2.195
2023-01-15 07:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.273 s -1.072
2023-01-15 07:27 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.169 s -2.781
2023-01-15 07:27 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.148 s -0.071
2023-01-15 07:27 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.396 s -0.235
2023-01-15 07:29 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.280 s -1.128
2023-01-15 07:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.283 s -2.111
2023-01-15 07:32 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.188 s 0.790
2023-01-15 07:32 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.232 s -1.888
2023-01-15 07:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.244 s 0.023
2023-01-15 07:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.163 s -0.882
2023-01-15 07:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.273 s -1.712
2023-01-15 07:32 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.272 s -0.284
2023-01-15 07:32 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.618 s -0.461
2023-01-15 07:35 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.148 s 0.004
2023-01-15 07:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.315 s -0.472
2023-01-15 07:28 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.241 s -1.752
2023-01-15 07:29 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.268 s -0.148
2023-01-15 07:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.234 s -1.314
2023-01-15 07:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.237 s -0.150
2023-01-15 07:31 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.579 s -1.383
2023-01-15 07:33 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.214 s -1.415
2023-01-15 07:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.312 s -1.688
2023-01-15 07:32 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.386 s -1.166
2023-01-15 07:32 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.206 s -0.597
2023-01-15 07:32 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.301 s -0.941
2023-01-15 07:33 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.042 s -0.030
2023-01-15 07:33 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.179 s -1.982
2023-01-15 07:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.185 s 0.027
2023-01-15 07:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.263 s 0.236
2023-01-15 07:35 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.187 s -0.702
2023-01-15 07:38 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.129 s -0.996
2023-01-15 07:44 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.154 s 0.134
2023-01-15 07:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.857 s -0.779
2023-01-15 07:34 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.533 s 0.098
2023-01-15 07:36 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.147 s -1.712
2023-01-15 07:36 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.185 s -1.299
2023-01-15 07:36 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.205 s -2.024
2023-01-15 07:37 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.484 s -3.038
2023-01-15 07:37 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.193 s -1.542
2023-01-15 07:41 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.001 s -1.812
2023-01-15 07:42 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.154 s -1.818
2023-01-15 07:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.090 s -1.552
2023-01-15 07:35 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.165 s -1.259
2023-01-15 07:35 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.265 s 0.148
2023-01-15 07:39 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.089 s -2.558
2023-01-15 07:40 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.361 s -0.549
2023-01-15 07:41 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.208 s -2.282
2023-01-15 07:42 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.148 s -1.215
2023-01-15 07:42 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.480 s -0.621
2023-01-15 07:45 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.197 s -1.469
2023-01-15 07:47 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.531 s 0.420
2023-01-15 07:35 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s -1.006
2023-01-15 07:37 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.282 s -1.133
2023-01-15 07:40 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.194 s -1.493
2023-01-15 07:40 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.180 s -1.403
2023-01-15 07:42 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.214 s -2.689
2023-01-15 07:44 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.113 s -0.359
2023-01-15 07:38 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.171 s -1.351
2023-01-15 07:39 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.299 s -1.073
2023-01-15 07:39 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.645 s -3.110
2023-01-15 07:39 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.887 s -0.418
2023-01-15 07:40 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.156 s -1.894
2023-01-15 07:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.438 s -3.791
2023-01-15 07:40 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.265 s -1.695
2023-01-15 07:42 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.181 s -0.194
2023-01-15 07:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.871 s -1.929
2023-01-15 07:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.380 s -2.963
2023-01-15 07:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.676 s -2.599
2023-01-15 07:44 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.453 s -0.530
2023-01-15 07:45 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.283 s -1.029
2023-01-15 07:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.270 s -0.876
2023-01-15 07:43 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.136 s 0.262
2023-01-15 07:42 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.211 s -2.574
2023-01-15 07:48 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.230 s -1.955
2023-01-15 07:43 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.171 s -1.414
2023-01-15 07:44 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 1.641
2023-01-15 07:44 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.152 s -0.612
2023-01-15 07:45 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.219 s 0.356
2023-01-15 07:46 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.253 s 0.828
2023-01-15 07:46 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.137 s -0.227
2023-01-15 07:46 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.174 s -1.438
2023-01-15 07:47 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.149 s 0.459
2023-01-15 07:44 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.208 s -0.535
2023-01-15 07:44 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.157 s -0.670
2023-01-15 07:45 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.156 s -0.876
2023-01-15 07:47 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.200 s -1.207
2023-01-15 07:51 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.958 s -2.099
2023-01-15 07:51 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.236 s -0.198
2023-01-15 07:47 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.329 s -1.639
2023-01-15 07:45 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.235 s -0.598
2023-01-15 07:48 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.187 s -1.220
2023-01-15 07:51 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.115 s -1.226
2023-01-15 07:54 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.199 s -1.708
2023-01-15 07:55 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.192 s -0.826
2023-01-15 07:55 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.390 s -1.682
2023-01-15 07:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.006 s -1.374
2023-01-15 07:49 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.600 s -2.257
2023-01-15 07:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.216 s -0.512
2023-01-15 07:51 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.303 s -2.059
2023-01-15 07:51 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.180 s -0.946
2023-01-15 07:53 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.276 s -0.816
2023-01-15 07:55 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.136 s -0.492
2023-01-15 07:48 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.645 s -2.228
2023-01-15 07:48 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.258 s -0.936
2023-01-15 07:48 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.336 s -0.455
2023-01-15 07:49 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.965 s 0.400
2023-01-15 07:51 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.230 s -1.278
2023-01-15 07:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.782 s 0.229
2023-01-15 07:51 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.183 s -0.162
2023-01-15 07:55 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.323 s -0.094
2023-01-15 07:53 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.500 s -0.770
2023-01-15 07:53 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.599 s -2.106
2023-01-15 07:53 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.322 s -0.973
2023-01-15 07:55 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s 0.463
2023-01-15 07:56 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.412 s -1.178
2023-01-15 07:53 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.600 s 0.060
2023-01-15 07:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.305 s -0.482
2023-01-15 07:55 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.140 s -0.571
2023-01-15 07:55 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.159 s -1.282