Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-22 14:29 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.316 s -1.212
2022-11-22 14:29 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.377 s -0.982
2022-11-22 14:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.341 s -1.043
2022-11-22 14:29 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.241 s -0.889
2022-11-22 14:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.271 s -0.942
2022-11-22 14:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.381 s -1.196
2022-11-22 14:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.556 s -1.155
2022-11-22 14:34 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.407 s -0.687
2022-11-22 14:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.386 s -1.082
2022-11-22 14:29 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.345 s -0.923
2022-11-22 14:30 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.858 s -1.136
2022-11-22 14:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.248 s -1.176
2022-11-22 14:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.406 s -0.215
2022-11-22 14:34 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.326 s -0.431
2022-11-22 14:34 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.338 s -0.909
2022-11-22 14:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.859 s -1.224
2022-11-22 14:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.469 s -1.208
2022-11-22 14:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.789 s -0.328
2022-11-22 14:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.422 s -0.700
2022-11-22 14:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.380 s 0.443
2022-11-22 14:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.279 s -0.902
2022-11-22 14:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.912 s -0.381
2022-11-22 14:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.741 s -0.733
2022-11-22 14:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.305 s -0.574
2022-11-22 14:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s -0.321
2022-11-22 14:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.236 s -0.751
2022-11-22 14:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.297 s -0.189
2022-11-22 14:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.316 s -0.395
2022-11-22 14:56 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.310 s -0.445
2022-11-22 15:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.506 s -0.678
2022-11-22 14:56 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.226 s -0.888
2022-11-22 15:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.040 s 0.158
2022-11-22 15:01 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.468 s -0.696
2022-11-22 15:08 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.425 s -0.213
2022-11-22 15:01 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.414 s -0.266
2022-11-22 15:06 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.073 s -0.059
2022-11-22 14:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.314 s -0.787
2022-11-22 15:08 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.381 s 0.001
2022-11-22 15:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.022 s -0.727
2022-11-22 15:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.459 s -0.070
2022-11-22 15:21 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.487 s -0.003
2022-11-22 15:28 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.330 s -0.211
2022-11-22 15:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.889 s -0.576
2022-11-22 15:14 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.069 s 0.236
2022-11-22 14:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.453 s -0.123
2022-11-22 14:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.394 s -1.017
2022-11-22 15:07 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.375 s -0.065
2022-11-22 15:13 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.801 s -0.184
2022-11-22 14:49 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.577 s -0.849
2022-11-22 14:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.868 s -0.731
2022-11-22 15:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.316 s -0.231
2022-11-22 14:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.251 s 0.188
2022-11-22 14:55 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.137 s -0.664
2022-11-22 15:09 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.932 s -0.334
2022-11-22 14:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.382 s -0.008
2022-11-22 14:55 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.895 s 0.223
2022-11-22 15:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.340 s -0.413
2022-11-22 15:08 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.526 s -0.914
2022-11-22 15:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.524 s 0.064
2022-11-22 15:22 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.372 s -0.362
2022-11-22 15:28 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.244 s -0.662
2022-11-22 15:21 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.302 s -0.931
2022-11-22 15:28 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.247 s -0.015
2022-11-22 14:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.434 s -0.335
2022-11-22 14:55 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.198 s -0.863
2022-11-22 14:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.303 s -0.593
2022-11-22 14:57 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.707 s -0.123
2022-11-22 14:56 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.194 s -0.206
2022-11-22 15:01 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s -0.337
2022-11-22 14:55 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.270 s -0.625
2022-11-22 15:28 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.277 s -0.451
2022-11-22 15:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.914 s 0.424
2022-11-22 15:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.419 s -0.165
2022-11-22 15:07 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.476 s -0.667
2022-11-22 15:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.347 s -0.237
2022-11-22 15:22 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.426 s -0.506
2022-11-22 15:57 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.342 s -0.377
2022-11-22 15:07 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.633 s -0.055
2022-11-22 15:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.367 s 0.091
2022-11-22 15:39 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.532 s 0.118
2022-11-22 15:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.530 s -0.288
2022-11-22 15:55 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.270 s -0.852
2022-11-22 15:56 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.124 s -0.355
2022-11-22 15:14 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.402 s -0.320
2022-11-22 15:39 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.225 s -1.100
2022-11-22 15:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.299 s 0.067
2022-11-22 15:49 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.325 s -0.996
2022-11-22 15:20 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.346 s 0.273
2022-11-22 15:22 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.305 s -0.179
2022-11-22 15:28 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.401 s 0.075
2022-11-22 15:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.338 s -0.521
2022-11-22 15:23 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.856 s 0.061
2022-11-22 15:42 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.279 s 0.049
2022-11-22 15:49 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.611 s -0.156
2022-11-22 15:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.660 s -0.200
2022-11-22 15:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.365 s -0.423
2022-11-22 15:55 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.384 s -0.506
2022-11-22 15:22 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.395 s -0.507
2022-11-22 15:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.399 s -0.378
2022-11-22 15:36 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.589 s -0.245
2022-11-22 16:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.617 s -1.116
2022-11-22 15:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.508 s -0.898
2022-11-22 15:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.116 s -1.499
2022-11-22 15:39 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.399 s -0.346
2022-11-22 15:27 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.186 s -1.128
2022-11-22 15:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.275 s -0.359
2022-11-22 15:54 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.832 s -0.189
2022-11-22 15:58 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.270 s -0.934
2022-11-22 15:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s -0.306
2022-11-22 15:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.249 s -1.107
2022-11-22 15:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.070 s 0.479
2022-11-22 15:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.684 s 0.252
2022-11-22 15:39 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.807 s -0.689
2022-11-22 15:42 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.221
2022-11-22 16:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.241 s -1.244
2022-11-22 15:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.655 s -0.699
2022-11-22 15:39 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.297 s -0.238
2022-11-22 15:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.485 s -0.277
2022-11-22 15:49 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.249 s -0.769
2022-11-22 15:54 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.239 s -0.699
2022-11-22 16:19 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.540 s -0.551
2022-11-22 15:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.508 s -0.095
2022-11-22 15:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.731 s -0.751
2022-11-22 15:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.330 s -0.471
2022-11-22 16:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.337 s 0.150
2022-11-22 16:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.348 s -0.147
2022-11-22 16:19 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.408 s -0.509
2022-11-22 15:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.556 s -0.757
2022-11-22 15:55 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.317 s -0.828
2022-11-22 15:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.301 s -0.823
2022-11-22 15:42 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.435 s 0.026
2022-11-22 15:55 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.389 s 0.074
2022-11-22 16:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.919 s -0.371
2022-11-22 16:10 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.376 s 0.258
2022-11-22 16:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.151 s 0.114
2022-11-22 15:58 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.322 s -0.712
2022-11-22 15:50 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.299 s -1.062
2022-11-22 15:57 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.259 s -0.447
2022-11-22 16:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.316 s -0.515
2022-11-22 16:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.746 s 0.112
2022-11-22 16:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.174 s -0.669
2022-11-22 15:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.826 s -0.548
2022-11-22 15:55 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.877 s -0.073
2022-11-22 15:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.498 s -0.403
2022-11-22 16:17 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.507 s 0.339
2022-11-22 16:20 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.361 s -0.794
2022-11-22 16:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.435 s -0.280
2022-11-22 16:41 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.117 s -1.287
2022-11-22 15:54 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.060 s 0.117
2022-11-22 16:19 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.310 s -0.458
2022-11-22 16:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.948 s 0.173
2022-11-22 16:38 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.132 s -0.631
2022-11-22 16:39 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.753 s -1.064
2022-11-22 16:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.494 s 0.047
2022-11-22 16:35 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.999 s -0.908
2022-11-22 16:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.045 s -0.159
2022-11-22 16:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.255 s -0.179
2022-11-22 16:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.516 s -0.631
2022-11-22 16:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.819 s -0.092
2022-11-22 16:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.310 s -0.443
2022-11-22 16:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.402 s -0.777
2022-11-22 16:18 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.636 s 0.352
2022-11-22 16:20 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.344 s 0.003
2022-11-22 16:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.563 s -0.213
2022-11-22 16:39 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.347 s -0.187
2022-11-22 16:19 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.310 s -0.862
2022-11-22 16:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.133 s -1.995
2022-11-22 16:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.394 s -0.257
2022-11-22 16:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.509 s 0.330
2022-11-22 16:38 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.235 s -0.779
2022-11-22 16:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.910 s -0.373
2022-11-22 16:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.535 s -0.568
2022-11-22 16:38 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.311 s -0.490
2022-11-22 16:39 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.271 s -0.882
2022-11-22 16:39 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.241 s -0.699