Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 22:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s -0.020
2022-11-15 22:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.209
2022-11-15 22:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.388
2022-11-15 22:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.317 s -0.573
2022-11-15 22:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.201 s 0.232
2022-11-15 22:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.543 s -0.357
2022-11-15 22:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.252 s 0.855
2022-11-15 22:16 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.865 s 0.854
2022-11-15 22:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.515 s 0.463
2022-11-15 22:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.189 s 0.785
2022-11-15 22:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.639
2022-11-15 22:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s -0.213
2022-11-15 22:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.582
2022-11-15 22:17 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.833 s 0.591
2022-11-15 22:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.117
2022-11-15 22:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.320 s 0.363
2022-11-15 22:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.117
2022-11-15 22:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.172 s -0.396
2022-11-15 22:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.188 s 1.140
2022-11-15 22:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.078
2022-11-15 22:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.163 s 2.227
2022-11-15 22:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.275 s -0.919
2022-11-15 22:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.066 s 0.307
2022-11-15 22:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 0.804
2022-11-15 22:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.967 s 0.182
2022-11-15 22:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s 0.428
2022-11-15 22:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 1.174
2022-11-15 22:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.233
2022-11-15 22:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.017
2022-11-15 22:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.037
2022-11-15 22:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.169
2022-11-15 22:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -1.080
2022-11-15 22:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s -0.088
2022-11-15 22:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.360
2022-11-15 22:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.274 s -0.207
2022-11-15 22:26 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.566 s 0.256
2022-11-15 22:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.351 s -0.708
2022-11-15 22:20 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.269 s -0.502
2022-11-15 22:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s 0.072
2022-11-15 22:19 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.372 s -0.094
2022-11-15 22:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.774
2022-11-15 22:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.504 s -0.124
2022-11-15 22:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.317
2022-11-15 22:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.452 s 0.548
2022-11-15 22:19 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.047 s 0.133
2022-11-15 22:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.511 s -0.009
2022-11-15 22:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.139
2022-11-15 22:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.689
2022-11-15 22:23 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.465 s -0.468
2022-11-15 22:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 0.886
2022-11-15 22:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.718
2022-11-15 22:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.211 s -1.342
2022-11-15 22:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.529 s 0.310
2022-11-15 22:35 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.120 s 0.832
2022-11-15 22:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.137
2022-11-15 22:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.180 s 0.188
2022-11-15 22:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.169 s -0.248
2022-11-15 22:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.146 s 1.132
2022-11-15 22:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.242
2022-11-15 22:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s -0.037
2022-11-15 22:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s 0.112
2022-11-15 22:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.815 s -0.234
2022-11-15 22:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.282
2022-11-15 22:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.301
2022-11-15 22:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.651 s 0.193
2022-11-15 22:30 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.151 s -1.349
2022-11-15 22:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.274 s -1.970
2022-11-15 22:40 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.150 s 0.924
2022-11-15 22:40 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s -0.219
2022-11-15 22:22 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.127 s -0.598
2022-11-15 22:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.130 s 0.220
2022-11-15 22:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.971 s -0.234
2022-11-15 22:22 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.812 s 0.454
2022-11-15 22:25 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.953 s -0.546
2022-11-15 22:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.225 s 0.862
2022-11-15 22:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.490
2022-11-15 22:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s -0.058
2022-11-15 22:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s -0.149
2022-11-15 22:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s 0.179
2022-11-15 22:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.849 s 1.253
2022-11-15 22:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s -0.128
2022-11-15 22:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.160 s 2.351
2022-11-15 22:21 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.150
2022-11-15 22:24 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.290
2022-11-15 22:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.688
2022-11-15 22:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.953
2022-11-15 22:23 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.388 s 0.164
2022-11-15 22:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.234 s 0.045
2022-11-15 22:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.108
2022-11-15 22:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.533 s -0.230
2022-11-15 22:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.152 s -0.082
2022-11-15 22:42 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.525 s -0.347
2022-11-15 22:50 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.599
2022-11-15 22:20 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.236 s -0.876
2022-11-15 22:21 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.778
2022-11-15 22:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.098
2022-11-15 22:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.227 s -1.016
2022-11-15 22:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.104
2022-11-15 22:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.330
2022-11-15 22:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.096 s -0.080
2022-11-15 22:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 1.184
2022-11-15 22:25 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.121 s 0.099
2022-11-15 22:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 1.219
2022-11-15 22:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.123 s 1.451
2022-11-15 22:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.028 s -1.418
2022-11-15 22:37 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.497 s 0.364
2022-11-15 22:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.189
2022-11-15 22:38 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.042 s 0.044
2022-11-15 22:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.340
2022-11-15 22:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s -1.451
2022-11-15 22:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.472 s -0.269
2022-11-15 22:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s -0.354
2022-11-15 22:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.278 s -0.411
2022-11-15 22:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.117
2022-11-15 22:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.264 s 0.367
2022-11-15 22:29 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s 0.272
2022-11-15 22:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s -0.413
2022-11-15 22:43 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.521 s -0.423
2022-11-15 22:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.781 s -0.377
2022-11-15 22:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.264 s -0.272
2022-11-15 22:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.609 s -0.108
2022-11-15 22:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.218 s 0.936
2022-11-15 22:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.866 s -0.237
2022-11-15 22:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.631
2022-11-15 22:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.280 s -2.478
2022-11-15 22:30 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.294 s 0.138
2022-11-15 22:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.207
2022-11-15 22:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.318 s 0.389
2022-11-15 22:38 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.135 s -0.400
2022-11-15 22:39 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.237 s 0.599
2022-11-15 22:43 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.997 s 0.515
2022-11-15 22:50 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.369 s 0.345
2022-11-15 22:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 0.848
2022-11-15 22:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.642
2022-11-15 22:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.511 s -0.180
2022-11-15 22:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.276 s -1.344
2022-11-15 22:36 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.348 s 0.844
2022-11-15 22:39 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.446 s 1.147
2022-11-15 22:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.511
2022-11-15 22:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.475 s -0.346
2022-11-15 22:34 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s -0.129
2022-11-15 22:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.167 s 0.929
2022-11-15 22:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.581 s -0.534
2022-11-15 22:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.404
2022-11-15 22:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.604 s -0.592
2022-11-15 22:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.184
2022-11-15 22:50 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s -0.110
2022-11-15 22:42 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.196 s -1.109
2022-11-15 22:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.797
2022-11-15 22:42 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.663
2022-11-15 22:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.758 s 1.023
2022-11-15 22:37 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.632
2022-11-15 22:40 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.147 s 0.782
2022-11-15 22:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.298
2022-11-15 22:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.572 s 0.125
2022-11-15 22:41 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.848 s 0.178
2022-11-15 22:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s -0.115
2022-11-15 22:41 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.473 s 0.045
2022-11-15 22:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.091 s 0.675
2022-11-15 22:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.627
2022-11-15 22:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.210 s 0.592
2022-11-15 22:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s -0.219
2022-11-15 22:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s -0.412
2022-11-15 22:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.157 s 0.251
2022-11-15 22:43 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.222 s -0.066
2022-11-15 22:50 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.167 s 0.093
2022-11-15 22:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.131 s 1.127
2022-11-15 22:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.155 s -0.968
2022-11-15 22:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.296
2022-11-15 22:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.224 s 0.749
2022-11-15 22:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.154 s 0.851
2022-11-15 22:44 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.966 s -0.972
2022-11-15 22:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s -0.411
2022-11-15 22:50 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.843