Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 10:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.971 s -1.825
2022-11-09 09:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.030 s 0.235
2022-11-09 09:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.521 s 0.092
2022-11-09 09:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.642
2022-11-09 09:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 0.701
2022-11-09 09:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.314 s 0.257
2022-11-09 09:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.558
2022-11-09 09:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.447
2022-11-09 10:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.143 s -1.126
2022-11-09 10:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.501
2022-11-09 09:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.544 s -0.369
2022-11-09 09:54 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.189 s 0.544
2022-11-09 09:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.475 s 0.064
2022-11-09 09:58 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.178 s 0.578
2022-11-09 09:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.621
2022-11-09 09:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.483
2022-11-09 10:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.234 s 0.434
2022-11-09 10:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.474
2022-11-09 09:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.861 s 1.194
2022-11-09 09:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s 0.591
2022-11-09 09:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.509 s 0.535
2022-11-09 10:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.112 s 0.555
2022-11-09 10:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.464 s 0.425
2022-11-09 10:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.527
2022-11-09 10:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.651 s 0.555
2022-11-09 10:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.576
2022-11-09 09:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.271
2022-11-09 09:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.575
2022-11-09 09:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.628
2022-11-09 10:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.587
2022-11-09 10:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.131 s 0.484
2022-11-09 10:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.282 s -0.048
2022-11-09 10:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.463
2022-11-09 10:09 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.181 s 0.045
2022-11-09 10:09 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.553
2022-11-09 09:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.199 s 0.448
2022-11-09 09:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.255 s 0.465
2022-11-09 09:55 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.159 s 0.466
2022-11-09 09:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.268 s 0.517
2022-11-09 09:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.051 s 1.735
2022-11-09 10:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s 0.390
2022-11-09 10:06 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.582
2022-11-09 10:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.210 s 0.447
2022-11-09 10:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.420
2022-11-09 10:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.239 s 0.480
2022-11-09 10:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.167 s 0.592
2022-11-09 10:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s 0.383
2022-11-09 09:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s 0.055
2022-11-09 09:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.445
2022-11-09 09:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.151 s 0.199
2022-11-09 09:54 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.390
2022-11-09 09:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s 0.320
2022-11-09 09:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.321 s 0.367
2022-11-09 09:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.836 s 0.524
2022-11-09 09:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.164 s 0.403
2022-11-09 09:55 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s 0.296
2022-11-09 09:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.167 s 0.443
2022-11-09 09:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.269 s -4.462
2022-11-09 10:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.114 s 0.101
2022-11-09 10:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.369 s -1.322
2022-11-09 10:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.531 s 0.317
2022-11-09 10:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.775
2022-11-09 10:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.453
2022-11-09 10:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.629 s 0.436
2022-11-09 10:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.588
2022-11-09 10:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.566
2022-11-09 10:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.471 s 0.115
2022-11-09 10:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.853 s 0.111
2022-11-09 10:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.593 s 0.387
2022-11-09 09:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.361 s 0.989
2022-11-09 10:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.808 s 0.859
2022-11-09 10:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.515
2022-11-09 10:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.549
2022-11-09 10:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.161 s -0.426
2022-11-09 10:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.628
2022-11-09 10:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.573 s 0.192
2022-11-09 09:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.243 s 0.765
2022-11-09 10:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.508 s -0.902
2022-11-09 10:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.947 s 0.493
2022-11-09 10:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.537
2022-11-09 10:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.621
2022-11-09 10:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.611 s 0.277
2022-11-09 10:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.533
2022-11-09 10:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.144 s 0.522
2022-11-09 10:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s 0.280
2022-11-09 10:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.357
2022-11-09 10:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.632
2022-11-09 10:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s -0.522
2022-11-09 09:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.214 s 0.898
2022-11-09 10:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.164 s 0.354
2022-11-09 10:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s 0.561
2022-11-09 10:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 0.515
2022-11-09 10:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.272 s 0.393
2022-11-09 10:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 0.335
2022-11-09 10:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.527
2022-11-09 10:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.437
2022-11-09 10:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.577 s -0.197
2022-11-09 10:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.150 s 0.479
2022-11-09 10:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.416
2022-11-09 10:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.142 s -0.430
2022-11-09 10:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.263 s 0.457
2022-11-09 10:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.152 s 0.672
2022-11-09 10:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.317 s 0.867
2022-11-09 10:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s 0.247
2022-11-09 10:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.390 s -0.017
2022-11-09 10:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.256
2022-11-09 10:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.568 s 0.319
2022-11-09 10:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.501
2022-11-09 10:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.601
2022-11-09 10:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 0.652
2022-11-09 10:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.445
2022-11-09 10:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.446 s 1.287
2022-11-09 10:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.646 s 0.131
2022-11-09 10:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s 0.402
2022-11-09 10:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.869 s 0.270
2022-11-09 10:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.005 s 0.529
2022-11-09 10:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.096 s 1.986
2022-11-09 10:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.488 s 0.521
2022-11-09 10:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.578
2022-11-09 10:27 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.597
2022-11-09 10:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 0.547
2022-11-09 10:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.533 s 0.254
2022-11-09 10:03 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s 0.380
2022-11-09 10:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.507 s 0.743
2022-11-09 10:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.570
2022-11-09 10:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.060 s -0.744
2022-11-09 10:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s 0.419
2022-11-09 10:21 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.719
2022-11-09 10:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s 0.354
2022-11-09 10:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.993 s -1.176
2022-11-09 10:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.129 s 1.223
2022-11-09 10:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.326 s -0.215
2022-11-09 10:11 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.516
2022-11-09 10:13 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.147 s 0.260
2022-11-09 10:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.586
2022-11-09 10:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 0.370
2022-11-09 10:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.612
2022-11-09 10:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.242 s 0.362
2022-11-09 10:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.897 s -1.528
2022-11-09 10:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.470
2022-11-09 10:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.993 s 0.801
2022-11-09 10:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.708 s -1.790
2022-11-09 10:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.492
2022-11-09 10:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.177 s 0.093
2022-11-09 10:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.222 s 0.099
2022-11-09 10:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.464 s 0.343
2022-11-09 10:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.968 s 0.212
2022-11-09 10:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.171 s -0.017
2022-11-09 10:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.431
2022-11-09 10:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.278 s 0.263
2022-11-09 10:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.218 s 0.298
2022-11-09 10:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.315 s 0.253
2022-11-09 10:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.593
2022-11-09 10:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.852 s 0.940
2022-11-09 10:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.587
2022-11-09 10:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.452 s -0.052
2022-11-09 10:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.150 s 0.740
2022-11-09 10:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.086 s 0.594
2022-11-09 10:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.193 s 0.235
2022-11-09 10:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.215 s 0.356
2022-11-09 10:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s 0.480
2022-11-09 10:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.525 s 0.272
2022-11-09 10:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.587
2022-11-09 10:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.468 s 0.625
2022-11-09 10:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s 0.385
2022-11-09 10:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.410
2022-11-09 10:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.331 s -1.037
2022-11-09 10:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.843 s -1.382
2022-11-09 10:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s 0.504
2022-11-09 10:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s 0.340
2022-11-09 10:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.167 s 0.427
2022-11-09 10:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.096 s 0.273
2022-11-09 10:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.775 s 0.531
2022-11-09 10:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.363 s 0.668