Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 04:04 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.398 s -0.211
2022-11-15 04:00 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.860 s -1.445
2022-11-15 04:13 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.294 s 0.080
2022-11-15 04:04 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.845 s -1.386
2022-11-15 04:12 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.232 s 0.060
2022-11-15 03:58 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.311 s -1.108
2022-11-15 04:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.905 s 0.402
2022-11-15 04:12 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.303 s -0.449
2022-11-15 03:59 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.347 s -0.839
2022-11-15 03:59 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.373 s -0.856
2022-11-15 04:07 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.376 s -0.539
2022-11-15 03:59 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.239 s -0.463
2022-11-15 04:07 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.792 s -0.735
2022-11-15 04:04 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.416 s -0.395
2022-11-15 04:06 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.451 s -1.058
2022-11-15 04:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.278 s -0.613
2022-11-15 04:13 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.241 s 0.139
2022-11-15 04:13 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.312 s -0.064
2022-11-15 04:05 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.546 s -0.766
2022-11-15 04:06 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.335 s -0.718
2022-11-15 04:06 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.378 s -0.648
2022-11-15 04:05 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.410 s -0.357
2022-11-15 04:12 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.736 s -0.752
2022-11-15 03:58 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.231 s -0.538
2022-11-15 04:04 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.333 s -0.117
2022-11-15 04:06 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.270 s -0.629
2022-11-15 04:03 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.384 s 0.220
2022-11-15 04:04 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.322 s 0.123
2022-11-15 04:13 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.344 s -0.835
2022-11-15 04:14 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.453 s -0.096
2022-11-15 04:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.258 s -0.162
2022-11-15 04:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.430 s -0.120
2022-11-15 04:18 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.537 s 1.117
2022-11-15 04:18 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.300 s 0.087
2022-11-15 04:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.380 s 0.034
2022-11-15 04:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.379 s 0.381
2022-11-15 04:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.309 s 0.076
2022-11-15 04:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.859 s -0.521
2022-11-15 04:24 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.901 s 0.005
2022-11-15 04:25 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.305 s -0.219
2022-11-15 04:25 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.193 s -0.047
2022-11-15 04:25 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.193 s -0.057
2022-11-15 04:25 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.107 s -0.210
2022-11-15 04:25 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.264 s -0.157
2022-11-15 04:26 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.706 s -0.240
2022-11-15 04:26 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.220 s 0.168
2022-11-15 04:31 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.455 s 0.007
2022-11-15 04:30 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.505 s -0.737
2022-11-15 04:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.416 s 0.205
2022-11-15 04:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.410 s -0.049
2022-11-15 04:30 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.076 s -0.870
2022-11-15 04:30 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.329 s 0.354
2022-11-15 04:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.335 s 0.370
2022-11-15 04:32 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.885 s -0.507
2022-11-15 04:36 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.071 s 0.216
2022-11-15 04:36 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.623 s -0.122
2022-11-15 04:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.373 s 0.446
2022-11-15 04:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.461 s 0.397
2022-11-15 04:37 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.378 s 0.750
2022-11-15 04:43 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.066 s -0.040
2022-11-15 04:37 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.513 s -0.003
2022-11-15 04:38 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.419 s 0.860
2022-11-15 04:38 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.923 s -0.100
2022-11-15 04:58 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.910 s 0.355
2022-11-15 04:45 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.004 s -0.092
2022-11-15 04:44 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.460 s -0.159
2022-11-15 04:43 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.313 s 0.420
2022-11-15 04:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.067 s 0.617
2022-11-15 04:42 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.794 s 0.653
2022-11-15 04:44 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.393 s 0.289
2022-11-15 04:45 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.521 s 0.579
2022-11-15 04:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.482 s -0.169
2022-11-15 04:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.346 s 0.439
2022-11-15 04:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.861 s -0.412
2022-11-15 04:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.419 s -0.096
2022-11-15 04:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.394 s 0.279
2022-11-15 04:44 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.345 s 0.244
2022-11-15 05:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s -0.559
2022-11-15 05:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.413 s 0.353
2022-11-15 04:57 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.247 s 0.120
2022-11-15 05:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.495 s -0.123
2022-11-15 05:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.090 s -0.477
2022-11-15 05:23 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.245 s -1.356
2022-11-15 05:33 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.390 s -0.583
2022-11-15 05:11 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.280 s -0.016
2022-11-15 05:16 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.276 s 0.584
2022-11-15 05:24 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.379 s -0.201
2022-11-15 04:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.304 s 0.028
2022-11-15 04:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.191 s -0.214
2022-11-15 05:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.328 s -0.413
2022-11-15 05:08 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.294 s -0.093
2022-11-15 04:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.370 s -0.298
2022-11-15 04:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.327 s -0.050
2022-11-15 05:09 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.263 s -0.218
2022-11-15 05:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.241 s 0.320
2022-11-15 05:18 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.246 s -0.117
2022-11-15 05:24 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.266 s -0.214
2022-11-15 05:34 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.501 s 0.455
2022-11-15 04:58 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.403 s -0.071
2022-11-15 04:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.296 s 0.004
2022-11-15 04:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.391 s 0.037
2022-11-15 04:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.160 s 0.732
2022-11-15 04:57 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.271 s 0.455
2022-11-15 05:11 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.481 s -0.229
2022-11-15 05:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.356 s 0.129
2022-11-15 05:23 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.305 s 0.064
2022-11-15 05:26 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.478 s 0.213
2022-11-15 05:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.659 s -1.046
2022-11-15 05:07 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.159 s 0.196
2022-11-15 05:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.632 s 0.412
2022-11-15 05:11 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.332 s -0.175
2022-11-15 05:24 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.387 s 0.868
2022-11-15 05:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.257 s -0.347
2022-11-15 04:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.698 s -0.319
2022-11-15 05:05 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.579 s -0.046
2022-11-15 05:12 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.530 s -0.619
2022-11-15 05:08 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.216 s 0.412
2022-11-15 05:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.374 s -0.677
2022-11-15 05:08 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.792 s 0.670
2022-11-15 05:11 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.245 s 0.261
2022-11-15 05:08 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.393 s 0.511
2022-11-15 05:08 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.534 s -0.156
2022-11-15 05:26 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.262 s 0.202
2022-11-15 05:31 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.908 s 0.843
2022-11-15 05:12 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.544 s 0.487
2022-11-15 05:19 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.294 s -0.151
2022-11-15 05:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.306 s -0.109
2022-11-15 05:26 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.501 s 0.005
2022-11-15 05:27 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.319 s -0.198
2022-11-15 05:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.527 s -0.111
2022-11-15 05:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.912 s -0.499
2022-11-15 05:55 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.426 s 0.777
2022-11-15 05:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.498 s 0.489
2022-11-15 05:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.100 s 0.773
2022-11-15 05:33 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.234 s -0.174
2022-11-15 05:33 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.308 s -0.005
2022-11-15 05:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.495 s -0.114
2022-11-15 05:47 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.302 s 0.319
2022-11-15 05:48 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.307 s 0.145
2022-11-15 05:48 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.355 s 0.197
2022-11-15 06:07 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.350 s -0.444
2022-11-15 06:03 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.821 s -0.298
2022-11-15 05:34 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.752 s -0.250
2022-11-15 05:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.585 s 0.236
2022-11-15 05:41 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.027 s 0.232
2022-11-15 05:18 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.629 s -1.032
2022-11-15 05:18 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.313 s -0.026
2022-11-15 05:19 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.811 s -0.305
2022-11-15 05:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.148 s 0.201
2022-11-15 05:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.818 s 0.779
2022-11-15 05:26 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.254 s 0.260
2022-11-15 05:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.051 s -0.088
2022-11-15 05:26 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.334 s 0.192
2022-11-15 05:47 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.608 s 0.363
2022-11-15 05:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.399 s -0.037
2022-11-15 05:24 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.873 s -0.045
2022-11-15 05:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.710 s -0.236
2022-11-15 05:33 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.348 s -0.228
2022-11-15 05:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.395 s -0.356
2022-11-15 05:49 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.352 s -0.692
2022-11-15 06:07 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.310 s -0.427
2022-11-15 06:07 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.732 s -0.632
2022-11-15 05:55 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.813 s 0.401
2022-11-15 05:39 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.382 s 0.618
2022-11-15 05:41 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.135 s 0.639
2022-11-15 05:55 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.486 s 0.271
2022-11-15 06:07 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s -0.189
2022-11-15 06:06 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.514 s 0.694
2022-11-15 05:45 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.408 s 1.202
2022-11-15 05:57 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.043 s -0.762
2022-11-15 06:07 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.266 s 0.031
2022-11-15 05:55 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.526 s -0.069
2022-11-15 05:56 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.936 s 0.373
2022-11-15 06:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.390 s 0.284
2022-11-15 06:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.088 s -0.415
2022-11-15 06:06 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.234 s -0.375