Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-22 17:24 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.406 s -0.568
2022-11-22 17:33 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.299 s -0.338
2022-11-22 17:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.899 s 0.667
2022-11-22 17:33 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.230 s 0.291
2022-11-22 17:19 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.311 s -0.922
2022-11-22 17:28 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.790 s -0.405
2022-11-22 17:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.297 s 0.053
2022-11-22 17:33 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.312 s -0.121
2022-11-22 17:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.332 s -0.080
2022-11-22 17:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.274 s -0.391
2022-11-22 17:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.846 s -1.181
2022-11-22 17:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.539 s -0.175
2022-11-22 17:27 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.381 s -0.734
2022-11-22 17:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.452 s -0.724
2022-11-22 17:26 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.338 s -0.823
2022-11-22 17:25 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.424 s -0.848
2022-11-22 17:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.305 s 0.300
2022-11-22 17:19 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.380 s -1.161
2022-11-22 17:34 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.458 s -0.442
2022-11-22 17:19 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.237 s -0.539
2022-11-22 17:23 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.371 s 0.762
2022-11-22 17:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.431 s -0.097
2022-11-22 17:24 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.323 s -0.150
2022-11-22 17:26 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.266 s -0.274
2022-11-22 17:32 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.305 s -0.613
2022-11-22 17:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.382 s -0.070
2022-11-22 17:20 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.860 s -1.217
2022-11-22 17:32 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.731 s -0.699
2022-11-22 17:20 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.342 s -0.650
2022-11-22 17:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.566 s -0.358
2022-11-22 17:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.253 s -0.011
2022-11-22 17:25 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.404 s 0.079
2022-11-22 17:27 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.373 s -0.400
2022-11-22 17:33 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.238 s 0.435
2022-11-22 17:34 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.337 s -0.036
2022-11-22 17:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.862 s -0.475
2022-11-22 17:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.389 s -0.733
2022-11-22 17:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.893 s 0.387
2022-11-22 17:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.160 s -1.252
2022-11-22 17:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.304 s -0.043
2022-11-22 17:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.191 s 0.346
2022-11-22 17:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.264 s -0.152
2022-11-22 17:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.193 s 0.074
2022-11-22 17:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.223 s -0.339
2022-11-22 17:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.703 s 0.051
2022-11-22 17:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.883 s -0.300
2022-11-22 18:04 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.400 s -0.200
2022-11-22 18:10 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.342 s 0.458
2022-11-22 18:11 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.371 s -0.318
2022-11-22 18:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.364 s 0.386
2022-11-22 17:56 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.075 s -0.197
2022-11-22 17:57 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.644 s -0.352
2022-11-22 18:18 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.329 s -0.147
2022-11-22 18:19 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.031 s -1.087
2022-11-22 18:20 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.328 s -0.317
2022-11-22 18:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.009 s -0.188
2022-11-22 18:21 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.497 s -0.193
2022-11-22 17:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.327 s 0.418
2022-11-22 17:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.369 s 0.493
2022-11-22 17:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.378 s 0.380
2022-11-22 18:03 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.791 s 0.606
2022-11-22 18:17 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.165 s 0.265
2022-11-22 18:11 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.497 s -0.297
2022-11-22 18:19 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.059 s 1.001
2022-11-22 18:04 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.315 s -0.099
2022-11-22 18:11 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.292 s 0.332
2022-11-22 17:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.456 s 0.020
2022-11-22 17:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.926 s -0.099
2022-11-22 17:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.009 s 0.805
2022-11-22 17:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.513 s 0.026
2022-11-22 18:12 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.389 s 0.123
2022-11-22 18:18 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.407 s -0.252
2022-11-22 17:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.332 s 0.482
2022-11-22 18:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.531 s -0.615
2022-11-22 18:18 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.251 s -0.665
2022-11-22 17:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.412 s 0.499
2022-11-22 17:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.420 s 0.304
2022-11-22 17:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.496 s 0.312
2022-11-22 18:12 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.420 s -0.116
2022-11-22 18:18 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.389 s 0.678
2022-11-22 17:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.411 s -0.028
2022-11-22 17:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.467 s -0.044
2022-11-22 18:04 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.459 s -0.067
2022-11-22 18:17 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.300 s -1.305
2022-11-22 18:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.049 s 0.782
2022-11-22 18:04 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.344 s 0.129
2022-11-22 18:18 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.274 s -0.064
2022-11-22 18:20 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s -0.650
2022-11-22 18:11 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.300 s 0.272
2022-11-22 18:20 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.648 s 1.073
2022-11-22 18:12 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.867 s -0.351
2022-11-22 18:21 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.644 s 0.316
2022-11-22 18:22 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.104 s -0.856
2022-11-22 18:26 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.557 s 0.761
2022-11-22 18:44 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.236 s -0.407
2022-11-22 18:28 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.268 s -0.389
2022-11-22 18:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.267 s -0.139
2022-11-22 18:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.332 s -0.066
2022-11-22 18:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.293 s -0.190
2022-11-22 18:28 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.300 s -0.469
2022-11-22 18:31 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.396 s 0.705
2022-11-22 18:40 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.846 s -1.135
2022-11-22 18:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.246 s 0.007
2022-11-22 18:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.366 s -0.512
2022-11-22 18:37 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.295 s 0.169
2022-11-22 18:28 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.394 s 0.254
2022-11-22 18:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.802 s -0.216
2022-11-22 18:38 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.614 s -0.132
2022-11-22 18:39 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.318 s -0.379
2022-11-22 18:39 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.242 s 0.356
2022-11-22 18:32 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.494 s -0.685
2022-11-22 18:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.514 s 0.652
2022-11-22 18:28 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.220 s -0.356
2022-11-22 18:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.531 s 0.158
2022-11-22 18:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.392 s -0.229
2022-11-22 18:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.628 s 0.451
2022-11-22 18:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.277 s 0.373
2022-11-22 18:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.545 s 0.328
2022-11-22 18:38 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s -0.202
2022-11-22 18:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.839 s -0.559
2022-11-22 18:44 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.265 s -0.300
2022-11-22 18:44 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.382 s -0.320
2022-11-22 18:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.061 s 0.088
2022-11-22 18:44 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.313 s -0.510
2022-11-22 18:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.886 s -0.300
2022-11-22 18:46 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.083 s 1.110
2022-11-22 18:46 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.484 s 0.392
2022-11-22 18:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.256 s -0.057
2022-11-22 18:47 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.500 s -0.492
2022-11-22 18:47 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.341 s -0.300
2022-11-22 18:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.264 s -0.094
2022-11-22 18:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.710 s 0.192
2022-11-22 18:48 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.319 s -0.314
2022-11-22 19:00 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.306 s 0.115
2022-11-22 19:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.353 s 0.335
2022-11-22 19:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.657 s -0.994
2022-11-22 19:01 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.493 s 0.203
2022-11-22 19:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.022 s 0.634
2022-11-22 19:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.220 s -2.858
2022-11-22 18:55 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.502 s 0.392
2022-11-22 18:52 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.914 s 0.100
2022-11-22 18:59 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.332 s 0.958
2022-11-22 19:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.308 s -0.641
2022-11-22 19:27 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.231 s -0.090
2022-11-22 19:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s -0.344
2022-11-22 18:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.232 s 0.116
2022-11-22 18:54 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.254 s -0.113
2022-11-22 19:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.485 s 0.484
2022-11-22 19:08 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.305 s 0.147
2022-11-22 19:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.531 s -0.293
2022-11-22 19:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.988 s 0.523
2022-11-22 19:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.136 s 0.595
2022-11-22 18:53 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.432 s -0.482
2022-11-22 19:27 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.309 s -0.324
2022-11-22 18:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.352 s -0.443
2022-11-22 18:55 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.742 s 0.316
2022-11-22 19:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.688 s -0.136
2022-11-22 19:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.534 s -0.287
2022-11-22 19:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.348 s -0.164
2022-11-22 19:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.962 s -0.392
2022-11-22 18:54 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.313 s -0.262
2022-11-22 19:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.347 s -0.221
2022-11-22 19:08 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.402 s -0.101
2022-11-22 19:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.644 s 0.468
2022-11-22 19:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.731 s -0.414
2022-11-22 19:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.906 s -0.048
2022-11-22 19:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.814 s 0.184
2022-11-22 19:01 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.398 s -0.435
2022-11-22 19:01 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.597 s -0.072
2022-11-22 19:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.430 s 0.223
2022-11-22 19:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s -0.271
2022-11-22 19:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.512 s 0.333
2022-11-22 19:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.390 s 0.191
2022-11-22 19:24 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.518 s 0.126
2022-11-22 19:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.122 s -1.427