Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 12:57 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.273 s -0.921
2022-11-15 12:58 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s -0.413
2022-11-15 12:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.845 s -1.352
2022-11-15 12:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.298 s -0.253
2022-11-15 12:31 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.383 s -1.399
2022-11-15 12:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.305 s 0.501
2022-11-15 12:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.386 s 0.186
2022-11-15 12:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.807 s -1.006
2022-11-15 12:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.548 s -0.831
2022-11-15 12:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.229 s 0.571
2022-11-15 12:30 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.317 s -1.477
2022-11-15 12:31 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.865 s -1.513
2022-11-15 12:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.332 s 0.073
2022-11-15 12:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.907 s 0.226
2022-11-15 12:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.239 s 0.461
2022-11-15 12:51 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.378 s 0.576
2022-11-15 12:56 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.107 s -0.200
2022-11-15 12:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.406 s -0.003
2022-11-15 12:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.337 s -0.783
2022-11-15 12:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.296 s 0.482
2022-11-15 12:58 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.715 s -0.551
2022-11-15 13:09 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.377 s 0.812
2022-11-15 13:10 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.420 s 0.722
2022-11-15 12:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.440 s -0.667
2022-11-15 12:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.434 s -0.367
2022-11-15 13:15 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.313 s 0.440
2022-11-15 13:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.519 s 0.713
2022-11-15 12:31 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.353 s -1.303
2022-11-15 12:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.410 s -1.075
2022-11-15 12:39 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.378 s -0.743
2022-11-15 13:22 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.292 s 0.434
2022-11-15 12:30 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.232 s -0.611
2022-11-15 12:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.268 s -0.364
2022-11-15 12:38 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.274 s -0.178
2022-11-15 12:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.269 s -0.779
2022-11-15 13:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.460 s -0.285
2022-11-15 13:09 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.513 s 0.014
2022-11-15 13:10 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.921 s -0.008
2022-11-15 12:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.323 s 0.023
2022-11-15 13:09 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.464 s 0.181
2022-11-15 12:30 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.241 s -0.578
2022-11-15 12:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.336 s 0.189
2022-11-15 12:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.555 s 0.167
2022-11-15 12:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.847 s 0.014
2022-11-15 12:56 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.899 s 0.185
2022-11-15 12:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.319 s -1.243
2022-11-15 12:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.378 s -0.623
2022-11-15 13:15 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.398 s -0.056
2022-11-15 13:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.326 s 0.647
2022-11-15 12:39 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.796 s -0.919
2022-11-15 12:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.316 s -0.327
2022-11-15 12:57 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.315 s -0.886
2022-11-15 13:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.081 s -0.947
2022-11-15 12:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.425 s -1.055
2022-11-15 12:57 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.198 s -0.716
2022-11-15 13:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.415 s -0.367
2022-11-15 13:14 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.788 s 1.116
2022-11-15 13:16 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.343 s 0.436
2022-11-15 12:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.451 s -0.025
2022-11-15 12:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.380 s 0.087
2022-11-15 12:57 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.238
2022-11-15 13:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.503 s -0.477
2022-11-15 13:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.413 s 0.542
2022-11-15 13:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.896 s -0.952
2022-11-15 13:08 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.611 s 0.052
2022-11-15 13:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.342 s 0.635
2022-11-15 13:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.331 s 0.775
2022-11-15 13:15 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.083 s -0.219
2022-11-15 13:23 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.368 s -0.147
2022-11-15 13:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.391 s 0.100
2022-11-15 13:08 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.076 s -0.050
2022-11-15 13:09 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.369 s 0.859
2022-11-15 13:16 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.459 s -0.051
2022-11-15 13:22 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.501 s -0.456
2022-11-15 13:17 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.011 s -0.349
2022-11-15 13:23 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.426 s -0.530
2022-11-15 13:23 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.299 s 0.535
2022-11-15 13:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.868 s -0.715
2022-11-15 13:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.400 s 0.146
2022-11-15 13:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.165 s 0.383
2022-11-15 13:29 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.281 s -1.060
2022-11-15 13:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.248 s -0.033
2022-11-15 13:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.330 s -0.285
2022-11-15 13:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.271 s 0.472
2022-11-15 13:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.919 s 0.258
2022-11-15 13:31 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.069 s 0.526
2022-11-15 13:33 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.642 s 0.498
2022-11-15 13:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.364 s 0.411
2022-11-15 13:30 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.401 s -0.466
2022-11-15 13:31 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.678 s 0.296
2022-11-15 13:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.216 s 0.396
2022-11-15 13:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.497 s -0.249
2022-11-15 13:37 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.573 s 0.123
2022-11-15 13:33 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.088 s -0.347
2022-11-15 13:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.487 s -0.532
2022-11-15 13:39 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.165 s 0.151
2022-11-15 13:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.403 s -0.754
2022-11-15 13:42 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.616 s 0.760
2022-11-15 13:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.327 s -0.316
2022-11-15 13:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.301 s -0.563
2022-11-15 13:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.394 s 0.729
2022-11-15 13:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.534 s -0.023
2022-11-15 13:32 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.243 s -0.076
2022-11-15 13:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.249 s -0.373
2022-11-15 13:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.790 s 0.889
2022-11-15 13:48 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.308 s -0.155
2022-11-15 13:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.271 s -0.409
2022-11-15 13:43 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.282 s -0.280
2022-11-15 13:44 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.530 s -0.579
2022-11-15 13:51 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.800 s 0.138
2022-11-15 13:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.339 s -0.615
2022-11-15 13:50 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.571 s -0.136
2022-11-15 13:44 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.544 s 0.518
2022-11-15 13:50 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.244 s 0.221
2022-11-15 13:50 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.239 s 0.774
2022-11-15 13:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.313 s 0.010
2022-11-15 13:50 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.364 s -0.419
2022-11-15 13:51 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.292 s 0.175
2022-11-15 13:55 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.817 s 0.849
2022-11-15 13:55 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.237 s -0.271
2022-11-15 13:55 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.024 s 0.304
2022-11-15 13:55 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.310 s -0.262
2022-11-15 13:56 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s -0.126
2022-11-15 13:56 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.384 s -0.544
2022-11-15 13:56 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.384 s 1.101
2022-11-15 13:56 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.877 s -0.112
2022-11-15 13:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.090 s 1.092
2022-11-15 13:58 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.254 s 0.341
2022-11-15 13:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.478 s 0.599
2022-11-15 14:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.351 s -0.387
2022-11-15 14:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.750 s -0.173
2022-11-15 13:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.314 s 0.529
2022-11-15 13:58 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.262 s 0.235
2022-11-15 13:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.340 s -0.203
2022-11-15 14:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.601 s -0.558
2022-11-15 13:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.488 s -0.226
2022-11-15 14:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.497 s 0.721
2022-11-15 14:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.253 s 0.232
2022-11-15 14:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.492 s 0.128
2022-11-15 14:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.231 s 0.312
2022-11-15 14:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.907 s 0.973
2022-11-15 13:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.728 s -0.995
2022-11-15 14:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.158 s -0.253
2022-11-15 14:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.491 s -1.151
2022-11-15 14:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.317 s -0.626
2022-11-15 14:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.402 s -0.861
2022-11-15 14:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.134 s 0.681
2022-11-15 14:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.029 s 0.160
2022-11-15 14:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.334 s 1.237
2022-11-15 14:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.310 s -0.461
2022-11-15 14:20 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.532 s -0.319
2022-11-15 14:21 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.334 s 0.427
2022-11-15 14:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.529 s -0.227
2022-11-15 14:29 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.984 s 0.397
2022-11-15 14:35 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.455 s 0.449
2022-11-15 14:19 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.301 s 0.554
2022-11-15 14:39 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.228 s 0.592
2022-11-15 14:40 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.386 s 0.749
2022-11-15 14:19 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.590 s 0.512
2022-11-15 14:39 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.349 s -0.336
2022-11-15 14:20 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.354 s 0.313
2022-11-15 14:17 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.423 s 1.068
2022-11-15 14:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.900 s 0.786
2022-11-15 14:20 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.307 s 0.165
2022-11-15 14:19 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.401 s -0.126
2022-11-15 14:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.812 s 0.429
2022-11-15 14:28 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.488 s 0.593
2022-11-15 14:39 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.236 s 0.161
2022-11-15 14:27 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.490 s 0.246
2022-11-15 14:28 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.967 s -0.735
2022-11-15 14:38 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.642 s 0.421
2022-11-15 14:39 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.311 s -0.438
2022-11-15 14:40 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.720 s -0.231
2022-11-15 14:41 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.093 s -0.537
2022-11-15 14:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.428 s 0.616
2022-11-15 14:39 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.263 s 0.534