Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-08 08:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.518
2022-11-08 08:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.314 s 0.262
2022-11-08 08:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.138 s 0.262
2022-11-08 08:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.369
2022-11-08 08:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.150 s 0.361
2022-11-08 08:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s -0.068
2022-11-08 08:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.893 s 0.013
2022-11-08 08:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.188 s 0.670
2022-11-08 08:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.535 s 0.062
2022-11-08 08:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.501
2022-11-08 08:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s 0.457
2022-11-08 08:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.834 s 0.668
2022-11-08 08:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.617
2022-11-08 08:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.155 s 0.932
2022-11-08 08:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.619
2022-11-08 08:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s 0.377
2022-11-08 08:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.164 s 0.755
2022-11-08 08:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.502
2022-11-08 08:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.156 s 0.744
2022-11-08 08:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s 0.505
2022-11-08 08:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.362 s 1.033
2022-11-08 08:28 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.270 s 0.854
2022-11-08 08:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.472 s 0.405
2022-11-08 08:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.141 s 0.873
2022-11-08 08:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s 0.690
2022-11-08 08:30 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.207 s 1.363
2022-11-08 08:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.054 s -0.413
2022-11-08 08:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 0.673
2022-11-08 08:30 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.058 s 1.098
2022-11-08 08:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s 0.526
2022-11-08 08:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.242 s 0.935
2022-11-08 08:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.268 s 0.580
2022-11-08 08:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.175 s 0.793
2022-11-08 08:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.528
2022-11-08 08:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.716
2022-11-08 08:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.549
2022-11-08 08:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.725
2022-11-08 08:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.512 s 0.412
2022-11-08 08:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.391 s -0.106
2022-11-08 08:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s 0.391
2022-11-08 08:32 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.101 s 0.105
2022-11-08 08:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.144 s 0.687
2022-11-08 08:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.808 s 0.957
2022-11-08 08:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.552
2022-11-08 08:32 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.112 s 0.568
2022-11-08 08:32 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.257
2022-11-08 08:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.197 s 0.738
2022-11-08 08:33 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.194 s 0.716
2022-11-08 08:33 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.462 s 0.756
2022-11-08 08:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.264 s 0.270
2022-11-08 08:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 0.637
2022-11-08 08:33 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.513 s -1.183
2022-11-08 08:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.275 s 0.441
2022-11-08 08:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.655
2022-11-08 08:33 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s 0.442
2022-11-08 08:34 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.533 s 0.318
2022-11-08 08:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.142 s 0.049
2022-11-08 08:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s 0.491
2022-11-08 08:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.304 s 0.383
2022-11-08 08:34 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.942 s 0.786
2022-11-08 08:36 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.354 s -0.701
2022-11-08 08:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.264 s 0.571
2022-11-08 08:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.270 s 0.808
2022-11-08 08:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.615
2022-11-08 08:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.568 s 0.428
2022-11-08 08:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.668
2022-11-08 08:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.666
2022-11-08 08:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.727
2022-11-08 08:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.700
2022-11-08 08:36 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.648 s 0.736
2022-11-08 08:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.613 s 0.274
2022-11-08 08:38 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.130 s 0.618
2022-11-08 08:38 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.008 s -1.669
2022-11-08 08:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.172 s 0.771
2022-11-08 08:38 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.545
2022-11-08 08:38 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.179 s 0.543
2022-11-08 08:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.484
2022-11-08 08:39 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.535 s 0.091
2022-11-08 08:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.180 s 0.606
2022-11-08 08:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s 0.570
2022-11-08 08:39 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.128 s 1.294
2022-11-08 08:40 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.347 s -2.032
2022-11-08 08:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.612
2022-11-08 08:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.571
2022-11-08 08:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s 0.413
2022-11-08 08:40 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.721
2022-11-08 08:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.514 s 0.195
2022-11-08 08:40 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.218 s 0.697
2022-11-08 08:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.454 s 0.629
2022-11-08 08:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.279 s -0.546
2022-11-08 08:41 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.181 s 0.184
2022-11-08 08:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.471
2022-11-08 08:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.461 s 0.719
2022-11-08 08:42 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.155 s 0.181
2022-11-08 08:42 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.314 s 1.116
2022-11-08 08:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.670 s 0.087
2022-11-08 08:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.132 s 0.718
2022-11-08 08:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.613
2022-11-08 08:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s 0.503
2022-11-08 08:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.280 s 0.629
2022-11-08 08:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.630 s 0.506
2022-11-08 08:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.866 s 0.613
2022-11-08 08:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.010 s 0.280
2022-11-08 08:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.657
2022-11-08 08:45 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.129 s 0.417
2022-11-08 08:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.656
2022-11-08 08:45 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.351 s 0.322
2022-11-08 08:46 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.511 s -0.170
2022-11-08 08:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s 0.277
2022-11-08 08:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.361
2022-11-08 08:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s 0.405
2022-11-08 08:57 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.150 s -0.545
2022-11-08 08:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.257 s 0.107
2022-11-08 08:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.164 s 0.606
2022-11-08 08:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.472 s 0.174
2022-11-08 08:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.153 s 0.497
2022-11-08 08:52 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.524 s 0.465
2022-11-08 08:53 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.364 s 0.876
2022-11-08 08:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.535
2022-11-08 08:48 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.067 s -1.023
2022-11-08 08:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.684
2022-11-08 08:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.594
2022-11-08 08:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.230 s -0.274
2022-11-08 08:45 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.968 s 0.313
2022-11-08 08:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.099 s 0.145
2022-11-08 08:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 0.495
2022-11-08 08:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.445 s 0.880
2022-11-08 08:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.133 s 0.697
2022-11-08 08:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.691
2022-11-08 08:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.240 s 0.652
2022-11-08 08:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.225 s -0.809
2022-11-08 08:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.587 s 0.666
2022-11-08 08:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s 0.203
2022-11-08 08:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 0.755
2022-11-08 08:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s 0.458
2022-11-08 08:47 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.608
2022-11-08 08:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.329 s 0.568
2022-11-08 08:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.461
2022-11-08 08:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.848 s 0.556
2022-11-08 08:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s 0.460
2022-11-08 08:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.671 s -0.750
2022-11-08 08:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s 0.476
2022-11-08 08:51 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.145 s 0.761
2022-11-08 08:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s 0.444
2022-11-08 08:49 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.155 s 0.367
2022-11-08 08:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s 0.499
2022-11-08 08:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.494
2022-11-08 08:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.573 s 0.211
2022-11-08 09:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s 0.557
2022-11-08 08:48 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.858 s 0.466
2022-11-08 08:54 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.588 s -1.011
2022-11-08 08:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.083 s 0.762
2022-11-08 08:49 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s 0.413
2022-11-08 08:57 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.771 s 0.883
2022-11-08 08:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.217 s 0.431
2022-11-08 08:52 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.022 s -0.006
2022-11-08 08:55 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.198 s -0.575
2022-11-08 08:55 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.755 s 0.681
2022-11-08 08:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.432
2022-11-08 08:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.331 s -1.103
2022-11-08 08:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.612
2022-11-08 08:57 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.260 s 0.640
2022-11-08 08:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.253 s -0.777
2022-11-08 08:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.957 s -0.079
2022-11-08 08:53 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.671
2022-11-08 09:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.369 s 0.385
2022-11-08 08:56 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.416
2022-11-08 08:56 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.600
2022-11-08 08:58 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.472 s 0.566
2022-11-08 09:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.691
2022-11-08 08:58 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.168 s 0.458
2022-11-08 08:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s 0.250
2022-11-08 08:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.664
2022-11-08 09:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s 0.462