Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 17:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.090
2022-11-09 17:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.141 s -0.349
2022-11-09 17:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.550 s -1.407
2022-11-09 17:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.471
2022-11-09 17:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.387 s 0.213
2022-11-09 17:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s -0.149
2022-11-09 17:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.198
2022-11-09 17:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.221
2022-11-09 17:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.351
2022-11-09 17:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.104 s -0.184
2022-11-09 17:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.390
2022-11-09 17:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.314 s 0.024
2022-11-09 17:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.429
2022-11-09 17:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s 0.268
2022-11-09 17:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.834 s 0.479
2022-11-09 17:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.244
2022-11-09 17:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.363 s 0.765
2022-11-09 17:40 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.208 s 1.077
2022-11-09 17:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.502
2022-11-09 17:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.239 s 0.365
2022-11-09 17:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.502
2022-11-09 17:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.296
2022-11-09 17:41 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.812 s 0.555
2022-11-09 17:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.164 s 0.262
2022-11-09 17:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.212
2022-11-09 17:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.483
2022-11-09 17:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.200 s 0.406
2022-11-09 17:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.227 s 0.406
2022-11-09 17:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.188 s 0.528
2022-11-09 17:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 0.553
2022-11-09 17:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.536 s 0.545
2022-11-09 17:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.872 s 0.723
2022-11-09 17:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.320 s 0.311
2022-11-09 17:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 0.456
2022-11-09 17:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s 0.449
2022-11-09 17:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 0.331
2022-11-09 17:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.252 s 0.526
2022-11-09 17:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.134 s 0.771
2022-11-09 17:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.244 s 0.639
2022-11-09 17:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s 0.223
2022-11-09 17:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.271 s 0.602
2022-11-09 17:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.036 s 0.089
2022-11-09 17:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.269 s 0.155
2022-11-09 17:40 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.059 s 0.952
2022-11-09 17:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.510
2022-11-09 17:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.116
2022-11-09 17:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 0.472
2022-11-09 17:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.510 s 0.309
2022-11-09 17:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s 0.069
2022-11-09 17:43 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.501 s -0.497
2022-11-09 17:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.530 s 0.315
2022-11-09 17:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.293 s 0.622
2022-11-09 17:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.140 s 0.365
2022-11-09 17:43 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.464 s 0.401
2022-11-09 17:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.262 s 0.185
2022-11-09 17:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.141 s 0.052
2022-11-09 17:46 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.331 s -0.118
2022-11-09 17:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.569 s 0.112
2022-11-09 17:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.263 s 0.437
2022-11-09 17:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.379
2022-11-09 17:44 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.947 s 0.355
2022-11-09 17:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.503
2022-11-09 17:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 0.514
2022-11-09 17:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 0.527
2022-11-09 17:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.300 s 0.338
2022-11-09 17:46 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.648 s 0.539
2022-11-09 17:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.369
2022-11-09 17:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.183 s 0.614
2022-11-09 17:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 0.580
2022-11-09 17:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.129 s 0.491
2022-11-09 17:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.611 s 0.060
2022-11-09 17:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.208 s 0.403
2022-11-09 17:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.304
2022-11-09 17:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.975 s -0.641
2022-11-09 17:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.516
2022-11-09 17:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.239 s 0.350
2022-11-09 17:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.270 s 0.674
2022-11-09 17:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.180 s 0.444
2022-11-09 17:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.528 s 0.393
2022-11-09 17:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.407
2022-11-09 17:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.971 s -0.237
2022-11-09 17:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 0.523
2022-11-09 17:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.272 s 0.355
2022-11-09 17:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.128 s 1.218
2022-11-09 17:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.217 s 0.705
2022-11-09 17:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.259 s 0.773
2022-11-09 17:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.506 s 0.815
2022-11-09 17:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.190 s 0.420
2022-11-09 17:51 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.649 s 0.123
2022-11-09 17:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.268
2022-11-09 17:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.453 s 0.517
2022-11-09 17:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.455
2022-11-09 17:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.274 s -0.123
2022-11-09 17:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 0.289
2022-11-09 17:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.217 s 0.750
2022-11-09 17:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.142 s 0.549
2022-11-09 17:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.466
2022-11-09 17:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.460 s 0.665
2022-11-09 17:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.148 s 0.456
2022-11-09 17:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.323 s 0.005
2022-11-09 17:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.278 s 0.702
2022-11-09 17:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.550
2022-11-09 17:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.156 s 0.723
2022-11-09 17:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.866 s 0.427
2022-11-09 17:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.002 s 0.696
2022-11-09 17:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.148 s -0.686
2022-11-09 17:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s 0.277
2022-11-09 17:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s 0.200
2022-11-09 17:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.263
2022-11-09 17:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.468 s 0.401
2022-11-09 17:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.399
2022-11-09 17:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.294
2022-11-09 18:01 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.170 s 0.369
2022-11-09 18:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.181 s -0.512
2022-11-09 17:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.173
2022-11-09 17:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 0.162
2022-11-09 18:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.585 s 0.563
2022-11-09 17:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.293
2022-11-09 17:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.157 s 1.193
2022-11-09 17:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 0.352
2022-11-09 17:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.502
2022-11-09 17:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.445 s 0.922
2022-11-09 17:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.502 s 0.138
2022-11-09 17:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.203 s 0.555
2022-11-09 17:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.240 s 0.426
2022-11-09 17:58 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.040 s -0.063
2022-11-09 17:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.380
2022-11-09 17:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.173 s 0.461
2022-11-09 17:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.427
2022-11-09 17:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.852 s 0.847
2022-11-09 17:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.142 s 1.643
2022-11-09 18:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.161 s 0.188
2022-11-09 17:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.147 s 0.442
2022-11-09 17:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 0.552
2022-11-09 17:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 0.316
2022-11-09 17:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.079 s 0.825
2022-11-09 18:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s -0.714
2022-11-09 18:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.516
2022-11-09 17:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.272 s 0.768
2022-11-09 18:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.959 s -0.290
2022-11-09 18:00 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.849 s 0.302
2022-11-09 18:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.284
2022-11-09 18:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.459
2022-11-09 18:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.428 s 0.325
2022-11-09 18:07 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.081 s 1.496
2022-11-09 18:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.385 s -0.719
2022-11-09 17:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.218 s 0.117
2022-11-09 18:01 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.057 s 1.501
2022-11-09 18:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.507
2022-11-09 18:01 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.518 s 0.816
2022-11-09 18:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.635
2022-11-09 18:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.816 s -0.696
2022-11-09 18:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.471 s 0.393
2022-11-09 18:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.576 s 0.132
2022-11-09 18:10 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 0.578
2022-11-09 18:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.572 s 0.160
2022-11-09 18:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.773 s 0.478
2022-11-09 18:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.543
2022-11-09 18:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.152 s 0.666
2022-11-09 18:01 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.193 s 0.345
2022-11-09 18:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.066 s -1.438
2022-11-09 18:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.094 s 0.329
2022-11-09 18:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.310 s 0.306
2022-11-09 18:10 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.378 s 0.579
2022-11-09 18:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s -0.542
2022-11-09 18:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.159 s 0.560
2022-11-09 18:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.505
2022-11-09 18:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.294 s 0.464
2022-11-09 18:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.262 s 0.337
2022-11-09 18:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s 0.116
2022-11-09 18:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s 0.292
2022-11-09 18:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.229 s 0.751
2022-11-09 18:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.167 s 0.354
2022-11-09 18:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.330