Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-10 15:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.221 s 0.432
2022-11-10 15:56 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.794 s 0.217
2022-11-10 16:09 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.907 s 0.386
2022-11-10 16:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.337 s 0.227
2022-11-10 16:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 8.206 s -2.532
2022-11-10 16:17 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.231 s 0.356
2022-11-10 16:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.338 s -0.440
2022-11-10 15:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.353 s 0.319
2022-11-10 16:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.319 s -0.467
2022-11-10 15:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.294 s 0.038
2022-11-10 15:56 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.330 s 0.774
2022-11-10 16:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.416 s -0.293
2022-11-10 16:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.369 s 0.083
2022-11-10 15:55 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.227 s 0.661
2022-11-10 16:07 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.401 s -0.274
2022-11-10 16:10 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.262 s 0.494
2022-11-10 16:05 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.388 s 0.275
2022-11-10 16:08 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.545 s -0.520
2022-11-10 16:16 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.277 s 1.029
2022-11-10 16:07 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.330 s -0.510
2022-11-10 16:10 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.425 s -0.143
2022-11-10 16:11 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.779 s -0.086
2022-11-10 16:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.302 s -0.444
2022-11-10 16:17 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.243 s -0.077
2022-11-10 16:07 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.437 s 0.679
2022-11-10 16:10 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.330 s -0.227
2022-11-10 16:18 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.487 s -1.864
2022-11-10 16:11 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.370 s 0.245
2022-11-10 16:10 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.271 s 0.247
2022-11-10 16:08 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.409 s -0.105
2022-11-10 16:24 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.386 s -0.121
2022-11-10 16:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.268 s -0.424
2022-11-10 16:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.310 s 0.210
2022-11-10 16:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.312 s -0.580
2022-11-10 16:23 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.576 s -0.794
2022-11-10 16:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.394 s -0.833
2022-11-10 16:24 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.873 s -1.023
2022-11-10 16:23 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.298 s 0.420
2022-11-10 16:22 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.242 s 0.799
2022-11-10 16:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.193 s 0.125
2022-11-10 16:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s -0.173
2022-11-10 16:31 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.711 s -0.391
2022-11-10 16:23 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.437 s -0.514
2022-11-10 16:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.897 s 0.510
2022-11-10 16:29 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.130 s -0.601
2022-11-10 16:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.223 s -0.224
2022-11-10 16:34 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.511 s -1.375
2022-11-10 16:35 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.043 s -0.403
2022-11-10 16:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.335 s -0.192
2022-11-10 16:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.423 s -0.793
2022-11-10 16:35 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.475 s -1.050
2022-11-10 16:35 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.347 s -0.788
2022-11-10 16:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.423 s -0.279
2022-11-10 16:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.887 s -0.537
2022-11-10 16:41 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.068 s 0.450
2022-11-10 16:42 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.477 s -0.618
2022-11-10 16:43 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.936 s -0.587
2022-11-10 16:42 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.385 s 0.197
2022-11-10 16:41 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.373 s 0.533
2022-11-10 16:42 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.529 s -0.968
2022-11-10 16:41 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.665 s -0.771
2022-11-10 16:43 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.425 s 0.412
2022-11-10 16:47 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.806 s -0.101
2022-11-10 16:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.008 s -0.103
2022-11-10 16:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.469 s -0.681
2022-11-10 16:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.350 s -0.111
2022-11-10 16:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.123 s -0.793
2022-11-10 16:48 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.405 s -0.377
2022-11-10 16:48 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.322 s -0.365
2022-11-10 16:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.537 s -0.657
2022-11-10 16:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.307 s -0.122
2022-11-10 16:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.374 s -0.418
2022-11-10 16:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.367 s -0.367
2022-11-10 16:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.523 s -0.711
2022-11-10 17:01 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.166 s 0.501
2022-11-10 16:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.296 s 0.209
2022-11-10 16:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.394 s -0.046
2022-11-10 17:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.340 s -0.978
2022-11-10 17:03 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.415 s -0.834
2022-11-10 16:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.426 s -0.378
2022-11-10 17:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.250 s -0.177
2022-11-10 17:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.275 s 0.243
2022-11-10 16:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.862 s -0.422
2022-11-10 17:03 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.398 s 0.019
2022-11-10 17:03 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.997 s -1.113
2022-11-10 17:02 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.241 s -0.730
2022-11-10 17:05 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.327 s -0.218
2022-11-10 17:04 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.073 s 0.489
2022-11-10 17:05 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.502 s -0.432
2022-11-10 17:04 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.707 s -0.471
2022-11-10 17:05 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s -0.175
2022-11-10 17:06 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.098 s -0.956
2022-11-10 17:05 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.370 s -0.168
2022-11-10 17:06 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.650 s -0.235
2022-11-10 17:16 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.503 s -1.293
2022-11-10 17:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.268 s -1.538
2022-11-10 17:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.300 s -0.383
2022-11-10 17:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s 0.021
2022-11-10 17:17 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.489 s -0.570
2022-11-10 17:16 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.341 s -0.706
2022-11-10 17:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.400 s -0.270
2022-11-10 17:28 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.858 s -1.372
2022-11-10 17:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.388 s -0.745
2022-11-10 17:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.371 s -0.842
2022-11-10 17:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.252 s -0.582
2022-11-10 17:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.279 s 0.328
2022-11-10 17:17 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.555 s -0.381
2022-11-10 17:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.836 s -1.244
2022-11-10 17:14 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.277 s -0.544
2022-11-10 17:15 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.745 s -1.764
2022-11-10 17:17 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.552 s -1.898
2022-11-10 17:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.538 s -0.248
2022-11-10 17:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.582 s -0.128
2022-11-10 17:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.320 s -0.471
2022-11-10 17:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.642 s -1.405
2022-11-10 17:24 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.295 s -0.139
2022-11-10 17:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.804 s -0.246
2022-11-10 17:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.393 s 0.616
2022-11-10 17:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.220 s 0.105
2022-11-10 17:21 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.328 s -0.503
2022-11-10 17:28 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.095 s -0.800
2022-11-10 17:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.245 s 0.149
2022-11-10 17:29 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s 0.064
2022-11-10 17:30 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.888 s -0.320
2022-11-10 17:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.762 s -0.610
2022-11-10 17:28 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.236 s -0.052
2022-11-10 17:30 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.119 s 0.288
2022-11-10 17:32 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.263 s 0.224
2022-11-10 17:29 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.312 s -0.434
2022-11-10 17:32 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.316 s 0.280
2022-11-10 17:31 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.509 s -0.070
2022-11-10 17:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.345 s -0.361
2022-11-10 17:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.253 s 0.494
2022-11-10 17:31 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.342 s -0.335
2022-11-10 17:33 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.716 s -0.530
2022-11-10 17:39 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.351 s -0.316
2022-11-10 17:32 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.500 s -0.886
2022-11-10 17:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.238 s -0.563
2022-11-10 17:39 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.258 s -0.246
2022-11-10 17:45 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.146 s 0.210
2022-11-10 17:46 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.591 s -0.049
2022-11-10 17:46 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.493 s -0.014
2022-11-10 17:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.313 s -0.267
2022-11-10 17:46 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.178 s -0.689
2022-11-10 17:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.357 s -0.654
2022-11-10 17:39 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.521 s -0.739
2022-11-10 17:47 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.046 s -0.498
2022-11-10 17:44 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.389 s 0.835
2022-11-10 17:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.309 s -0.363
2022-11-10 17:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.943 s -2.858
2022-11-10 17:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.524 s 0.111
2022-11-10 17:54 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.353 s 0.645
2022-11-10 17:45 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.394 s -0.246
2022-11-10 17:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.636 s 0.099
2022-11-10 17:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.404 s -0.304
2022-11-10 17:51 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.511 s 0.663
2022-11-10 17:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.303 s 0.709
2022-11-10 17:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.298 s 1.059
2022-11-10 17:58 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.907 s 0.233
2022-11-10 18:02 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.463 s 1.138
2022-11-10 18:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.237 s 0.076
2022-11-10 18:00 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.428 s 0.916
2022-11-10 18:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.346 s -0.082
2022-11-10 18:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.529 s -0.070
2022-11-10 18:09 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.230 s 1.078
2022-11-10 18:01 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.948 s 0.004
2022-11-10 18:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.812 s -2.543
2022-11-10 18:02 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.953 s 1.049
2022-11-10 18:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.716 s -0.132
2022-11-10 18:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.388 s 0.608
2022-11-10 18:01 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.815 s 0.532
2022-11-10 18:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.537 s 0.750
2022-11-10 18:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.230 s 0.448
2022-11-10 18:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s 0.093
2022-11-10 18:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.314 s -0.642
2022-11-10 18:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.081 s -0.145