Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-14 21:16 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.785 s 0.402
2022-11-14 21:15 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.334 s 0.208
2022-11-14 21:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.231 s 0.256
2022-11-14 21:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.347 s 0.561
2022-11-14 21:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.218 s 0.604
2022-11-14 21:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.288 s 0.287
2022-11-14 21:26 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.390 s 0.314
2022-11-14 21:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.405 s -0.646
2022-11-14 21:26 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.319 s 0.420
2022-11-14 21:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.455 s 0.599
2022-11-14 21:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.330 s 0.316
2022-11-14 21:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.517 s 0.944
2022-11-14 21:27 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.405 s 0.387
2022-11-14 21:27 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.403 s 0.321
2022-11-14 21:28 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.901 s 0.652
2022-11-14 21:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.322 s 0.161
2022-11-14 21:29 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.367 s 0.058
2022-11-14 21:29 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.402 s 0.462
2022-11-14 21:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.263 s 0.214
2022-11-14 21:30 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.775 s -0.030
2022-11-14 21:29 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.268 s 0.448
2022-11-14 21:30 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.368 s 0.228
2022-11-14 21:35 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.303 s -0.506
2022-11-14 21:35 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.390 s 0.452
2022-11-14 21:36 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.296 s -0.136
2022-11-14 21:36 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.236 s -0.456
2022-11-14 21:36 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.311 s -0.022
2022-11-14 21:36 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.244 s -0.280
2022-11-14 21:37 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.339 s -0.167
2022-11-14 21:37 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.448 s 0.085
2022-11-14 21:41 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.261 s -0.369
2022-11-14 21:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.551 s 0.441
2022-11-14 21:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.301 s -0.049
2022-11-14 21:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.380 s 0.049
2022-11-14 21:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.379 s 0.416
2022-11-14 21:42 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.310 s -0.043
2022-11-14 21:42 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.428 s -0.031
2022-11-14 21:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.855 s -0.377
2022-11-14 21:53 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.502 s -0.385
2022-11-14 21:47 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.898 s 0.242
2022-11-14 22:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.456 s 0.143
2022-11-14 21:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.264 s -0.227
2022-11-14 21:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.303 s -0.073
2022-11-14 21:53 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.003 s 0.308
2022-11-14 22:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.523 s -0.694
2022-11-14 21:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.892 s -0.815
2022-11-14 21:59 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.074 s 0.032
2022-11-14 21:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.194 s -0.195
2022-11-14 21:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.221 s 0.007
2022-11-14 21:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.339 s -0.061
2022-11-14 22:00 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.473 s -0.409
2022-11-14 22:06 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.796 s 0.552
2022-11-14 22:00 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.388 s -0.257
2022-11-14 21:48 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.081 s 0.162
2022-11-14 21:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.708 s -0.315
2022-11-14 21:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s -0.232
2022-11-14 21:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.410 s -0.032
2022-11-14 22:08 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.529 s -0.131
2022-11-14 22:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.055 s -1.997
2022-11-14 22:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.313 s 0.378
2022-11-14 22:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.327 s -0.090
2022-11-14 21:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.335 s -0.216
2022-11-14 21:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.418 s 0.058
2022-11-14 22:00 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.604 s 0.133
2022-11-14 22:00 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.376 s 0.268
2022-11-14 21:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.452 s 0.169
2022-11-14 22:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.421 s 0.676
2022-11-14 22:14 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.367 s -0.083
2022-11-14 22:08 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.018 s -0.604
2022-11-14 22:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.398 s -0.078
2022-11-14 22:07 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.135 s -0.985
2022-11-14 22:14 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.294 s 0.184
2022-11-14 22:23 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.239 s 0.333
2022-11-14 22:13 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.338 s 0.822
2022-11-14 22:20 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.247 s 0.153
2022-11-14 22:22 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.068 s 0.563
2022-11-14 22:14 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.303 s 0.062
2022-11-14 22:20 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.171 s 0.022
2022-11-14 22:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.345 s 0.214
2022-11-14 22:23 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.655 s 0.911
2022-11-14 22:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.933 s -0.530
2022-11-14 22:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.396 s -0.397
2022-11-14 22:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.091 s -0.536
2022-11-14 22:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.275 s -0.029
2022-11-14 22:23 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.361 s 0.689
2022-11-14 22:24 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.489 s 0.193
2022-11-14 22:21 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.410 s -0.508
2022-11-14 22:14 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.463 s 0.104
2022-11-14 22:14 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.419 s -0.135
2022-11-14 22:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.877 s -1.097
2022-11-14 22:20 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.230 s -0.560
2022-11-14 22:23 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.321 s 0.040
2022-11-14 22:21 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.391 s 0.558
2022-11-14 22:24 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.645 s 0.222
2022-11-14 22:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.535 s -0.182
2022-11-14 22:31 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.220 s -0.065
2022-11-14 22:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.625 s 0.570
2022-11-14 22:29 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.563 s 0.432
2022-11-14 22:31 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.189 s -0.169
2022-11-14 22:31 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.294 s -0.073
2022-11-14 22:31 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.395 s 0.301
2022-11-14 22:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.801 s -0.127
2022-11-14 22:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.258 s -0.067
2022-11-14 22:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.335 s -0.360
2022-11-14 22:34 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.162
2022-11-14 22:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.279 s 0.136
2022-11-14 22:34 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.371 s 1.142
2022-11-14 22:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.482 s -0.277
2022-11-14 22:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.549 s 0.013
2022-11-14 22:36 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.509 s 0.613
2022-11-14 22:42 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.358 s 0.007
2022-11-14 22:39 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.300 s 0.070
2022-11-14 22:41 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s -0.210
2022-11-14 22:41 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.316 s -0.217
2022-11-14 22:41 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.659 s -1.493
2022-11-14 22:42 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.293 s -0.049
2022-11-14 22:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.800 s 0.058
2022-11-14 22:42 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.248 s -0.298
2022-11-14 22:46 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.841 s -0.492
2022-11-14 22:47 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.076 s -0.430
2022-11-14 22:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.231 s 0.357
2022-11-14 22:48 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.099 s 0.807
2022-11-14 22:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.336 s 0.024
2022-11-14 22:57 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.309 s -0.096
2022-11-14 23:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.401 s -0.160
2022-11-14 22:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.303 s 0.219
2022-11-14 22:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.262 s 0.350
2022-11-14 22:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.265 s -0.213
2022-11-14 23:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.393 s -0.198
2022-11-14 23:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.311 s -0.315
2022-11-14 23:18 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.431 s 0.403
2022-11-14 22:47 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.378 s -0.101
2022-11-14 22:49 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.470 s 0.802
2022-11-14 22:47 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.395 s 0.037
2022-11-14 22:48 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.888 s -0.425
2022-11-14 23:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.535 s -0.510
2022-11-14 22:56 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.190 s 0.647
2022-11-14 23:03 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.156 s -0.170
2022-11-14 23:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.136 s 0.611
2022-11-14 22:54 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.913 s 0.297
2022-11-14 23:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.355 s 0.195
2022-11-14 22:58 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.756 s -0.439
2022-11-14 23:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.527 s -0.112
2022-11-14 23:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 1.002 s -2.083
2022-11-14 22:57 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.346 s -0.067
2022-11-14 22:51 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.701 s 0.149
2022-11-14 23:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.040 s -0.181
2022-11-14 23:04 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.604 s -0.756
2022-11-14 22:57 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.256 s -0.189
2022-11-14 23:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.305 s 0.035
2022-11-14 23:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.426 s 1.102
2022-11-14 22:50 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.488 s -0.260
2022-11-14 23:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.364 s 0.882
2022-11-14 22:50 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.317 s -0.003
2022-11-14 22:49 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.257 s -0.126
2022-11-14 23:16 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.910 s -0.304
2022-11-14 23:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.495 s 0.526
2022-11-14 22:56 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.233 s 0.089
2022-11-14 22:57 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.493 s 0.931
2022-11-14 23:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.497 s -0.356
2022-11-14 23:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.304 s 0.113
2022-11-14 23:30 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.311 s -0.481
2022-11-14 23:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s -0.091
2022-11-14 23:31 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.734 s -0.717
2022-11-14 23:18 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.647 s -1.076
2022-11-14 23:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.649 s 0.034
2022-11-14 23:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.246 s 0.863
2022-11-14 23:30 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.229 s 0.454
2022-11-14 23:31 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.265 s 0.143
2022-11-14 23:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.352 s -0.666
2022-11-14 23:32 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.393 s -0.136
2022-11-14 23:31 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.349 s -0.377
2022-11-14 23:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.809 s 0.584
2022-11-14 23:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.008 s -0.143
2022-11-14 23:33 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.091 s -0.519
2022-11-14 23:30 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.716 s 0.278