Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-16 17:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.553 s -1.628
2023-01-16 17:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.312 s 0.942
2023-01-16 17:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.207 s -0.585
2023-01-16 17:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.143 s -0.288
2023-01-16 17:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.157 s -0.589
2023-01-16 17:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.173 s 0.034
2023-01-16 17:12 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.589 s -0.778
2023-01-16 17:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.194 s -0.075
2023-01-16 17:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.234 s -0.061
2023-01-16 17:12 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.890 s 0.563
2023-01-16 17:13 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.817 s -2.609
2023-01-16 17:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.201 s -0.218
2023-01-16 17:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.247 s -1.499
2023-01-16 17:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.194 s -1.299
2023-01-16 17:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.258 s -1.710
2023-01-16 17:13 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.325 s 0.111
2023-01-16 17:13 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.179 s -2.956
2023-01-16 17:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.162 s -0.711
2023-01-16 17:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.265 s -0.105
2023-01-16 17:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.221 s -0.154
2023-01-16 17:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.484 s -1.076
2023-01-16 17:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.169 s -0.599
2023-01-16 17:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.141 s -0.981
2023-01-16 17:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.149 s -1.107
2023-01-16 17:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.232 s -0.805
2023-01-16 17:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.250 s -1.666
2023-01-16 17:15 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.075 s -0.999
2023-01-16 17:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.167 s -0.959
2023-01-16 17:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.176 s -0.625
2023-01-16 17:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.274 s -1.809
2023-01-16 17:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.238 s -0.802
2023-01-16 17:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.076 s -0.428
2023-01-16 17:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.223 s -0.578
2023-01-16 17:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.526 s -1.295
2023-01-16 17:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.181 s 0.094
2023-01-16 17:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.254 s -1.266
2023-01-16 17:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.187 s -0.398
2023-01-16 17:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.243 s -0.253
2023-01-16 17:18 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.815 s -0.094
2023-01-16 17:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.114 s -1.698
2023-01-16 17:18 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.152 s -0.990
2023-01-16 17:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s 0.410
2023-01-16 17:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.144 s -0.932
2023-01-16 17:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.149 s -1.352
2023-01-16 17:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.394 s -0.084
2023-01-16 17:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.118 s -1.659
2023-01-16 17:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.240 s -0.718
2023-01-16 17:20 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.207 s -1.627
2023-01-16 17:19 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.469 s 0.250
2023-01-16 17:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.576 s -2.335
2023-01-16 17:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.202 s -0.487
2023-01-16 17:20 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.279 s -0.237
2023-01-16 17:20 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.543 s -1.839
2023-01-16 17:20 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.270 s -1.989
2023-01-16 17:21 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.965 s -1.968
2023-01-16 17:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.311 s -1.396
2023-01-16 17:21 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.177 s -1.106
2023-01-16 17:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.234 s -1.351
2023-01-16 17:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.280 s 0.136
2023-01-16 17:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.238 s -0.390
2023-01-16 17:22 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.272 s -0.609
2023-01-16 17:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.586 s -2.132
2023-01-16 17:22 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.665 s -4.495
2023-01-16 17:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.231 s -0.508
2023-01-16 17:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.272 s -0.171
2023-01-16 17:23 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.408 s -1.337
2023-01-16 17:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.189 s 0.307
2023-01-16 17:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.205 s -0.279
2023-01-16 17:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.302 s -0.990
2023-01-16 17:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.625 s -1.805
2023-01-16 17:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.185 s 0.031
2023-01-16 17:24 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.146 s -1.796
2023-01-16 17:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.179 s -0.150
2023-01-16 17:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.213 s -0.731
2023-01-16 17:24 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.030 s 0.014
2023-01-16 17:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.245 s -0.318
2023-01-16 17:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.264 s -1.370
2023-01-16 17:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.536 s -0.395
2023-01-16 17:26 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.030 s -0.467
2023-01-16 17:26 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.301 s 0.040
2023-01-16 17:26 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.188 s -1.059
2023-01-16 17:26 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.225 s -0.194
2023-01-16 17:27 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.477 s -1.853
2023-01-16 17:26 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.165 s -1.139
2023-01-16 17:26 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.149 s -0.683
2023-01-16 17:27 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.267 s -1.288
2023-01-16 17:27 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.520 s -0.902
2023-01-16 17:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.184 s -0.252
2023-01-16 17:27 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.146 s -1.065
2023-01-16 17:28 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.207 s -2.206
2023-01-16 17:27 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.737 s -1.740
2023-01-16 17:28 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.284 s -1.567
2023-01-16 17:28 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.212 s -1.778
2023-01-16 17:28 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.484 s -1.756
2023-01-16 17:29 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.434 s -2.033
2023-01-16 17:29 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.364 s -1.748
2023-01-16 17:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.644 s -1.663
2023-01-16 17:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.129 s -0.789
2023-01-16 17:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.170 s -1.054
2023-01-16 17:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.226 s -1.150
2023-01-16 17:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.896 s -0.869
2023-01-16 17:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.297 s -0.555
2023-01-16 17:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.181 s -1.577
2023-01-16 17:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.101 s -1.771
2023-01-16 17:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.156 s -1.659
2023-01-16 17:31 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.279 s -0.752
2023-01-16 17:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.195 s -1.757
2023-01-16 17:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.265 s -1.014
2023-01-16 17:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.366 s -1.853
2023-01-16 17:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.003 s -1.558
2023-01-16 17:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.214 s -1.917
2023-01-16 17:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.148 s -0.842
2023-01-16 17:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.181 s -0.176
2023-01-16 17:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.209 s -1.323
2023-01-16 17:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.705 s -2.051
2023-01-16 17:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.153 s -0.768
2023-01-16 17:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.213 s -0.969
2023-01-16 17:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.480 s -0.548
2023-01-16 17:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.090 s -1.144
2023-01-16 17:34 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.852 s 0.728
2023-01-16 17:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.137 s -0.790
2023-01-16 17:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.170 s -0.266
2023-01-16 17:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.155 s 0.072
2023-01-16 17:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.151 s 0.567
2023-01-16 17:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.208 s -0.215
2023-01-16 17:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.240 s 0.550
2023-01-16 17:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.453 s -0.404
2023-01-16 17:36 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.156 s -2.142
2023-01-16 17:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.152 s -0.739
2023-01-16 17:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.197 s -0.983
2023-01-16 17:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.157 s -1.459
2023-01-16 17:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.280 s 0.445
2023-01-16 17:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.234 s -0.289
2023-01-16 17:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.221 s -0.753
2023-01-16 17:37 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.861 s -1.995
2023-01-16 17:37 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 10.170 s -2.049
2023-01-16 17:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.137 s 0.109
2023-01-16 17:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.173 s 0.484
2023-01-16 17:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.199 s -0.104
2023-01-16 17:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.542 s -0.721
2023-01-16 17:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s -0.943
2023-01-16 17:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.149 s 0.307
2023-01-16 17:39 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.023 s -1.992
2023-01-16 17:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.231 s -2.280
2023-01-16 17:39 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.190 s -3.196
2023-01-16 17:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.261 s -2.393
2023-01-16 17:39 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.399 s 0.013
2023-01-16 17:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.613 s -2.514
2023-01-16 17:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.334 s -0.035
2023-01-16 17:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.971 s -0.312
2023-01-16 17:41 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.216 s -0.495
2023-01-16 17:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.966 s -1.604
2023-01-16 17:43 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.238 s -1.652
2023-01-16 17:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.230 s -0.974
2023-01-16 17:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.185 s -1.669
2023-01-16 17:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.301 s -0.785
2023-01-16 17:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.179 s 0.273
2023-01-16 17:43 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.124 s -1.306
2023-01-16 17:43 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.789 s -1.663
2023-01-16 17:44 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.329 s -0.511
2023-01-16 17:44 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.277 s -1.125
2023-01-16 17:44 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.503 s -1.223
2023-01-16 17:44 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.321 s -0.076
2023-01-16 17:45 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.575 s -0.022
2023-01-16 17:44 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.600 s 0.071
2023-01-16 17:45 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.193 s -1.051
2023-01-16 17:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.170 s -0.658
2023-01-16 17:47 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.158 s -0.512
2023-01-16 17:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.136 s 0.125
2023-01-16 17:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.192 s -0.261
2023-01-16 17:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.141 s -1.176
2023-01-16 17:47 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.423 s -1.301
2023-01-16 17:47 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.387 s -0.024
2023-01-16 17:47 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.324 s -0.496