Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-22 11:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.346 s -0.953
2022-11-22 11:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.308 s -1.038
2022-11-22 11:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.272 s -1.035
2022-11-22 11:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.281 s -1.107
2022-11-22 11:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.383 s -0.862
2022-11-22 11:51 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.799 s -0.727
2022-11-22 11:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.845 s -0.841
2022-11-22 12:14 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.015 s 0.711
2022-11-22 11:47 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.835 s -1.108
2022-11-22 11:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.423 s -0.803
2022-11-22 11:56 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.237 s -0.809
2022-11-22 12:13 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.510 s -1.107
2022-11-22 11:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.376 s 0.620
2022-11-22 12:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.268 s -0.482
2022-11-22 11:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.313 s -1.073
2022-11-22 12:15 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.425 s -0.756
2022-11-22 11:47 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.410 s -0.873
2022-11-22 12:20 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.075 s -0.201
2022-11-22 12:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.389 s -0.807
2022-11-22 11:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.319 s -0.634
2022-11-22 12:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.226 s -0.849
2022-11-22 13:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.316 s -0.249
2022-11-22 11:49 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.912 s -0.395
2022-11-22 11:55 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.308 s -0.691
2022-11-22 11:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.369 s -0.529
2022-11-22 11:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.546 s -0.588
2022-11-22 11:56 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.247 s -0.879
2022-11-22 12:03 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.848 s 0.172
2022-11-22 11:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.386 s -1.771
2022-11-22 12:27 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.082 s -0.092
2022-11-22 11:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.407 s -0.304
2022-11-22 12:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.311 s -0.413
2022-11-22 12:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.524 s -0.716
2022-11-22 11:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.329 s -0.809
2022-11-22 11:47 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.335 s -0.440
2022-11-22 11:57 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.454 s -0.181
2022-11-22 12:15 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.874 s 0.048
2022-11-22 12:20 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.628 s 0.104
2022-11-22 12:29 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.006 s -0.032
2022-11-22 11:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.240 s -0.757
2022-11-22 12:02 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.304 s -0.645
2022-11-22 12:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.468 s -0.087
2022-11-22 12:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.401 s 0.079
2022-11-22 12:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.535 s -0.572
2022-11-22 13:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.675 s -1.228
2022-11-22 11:49 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.471 s -1.297
2022-11-22 11:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.348 s -1.518
2022-11-22 12:20 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.375 s -0.105
2022-11-22 11:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.345 s -1.059
2022-11-22 12:03 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.431 s -0.036
2022-11-22 12:10 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.225 s -0.592
2022-11-22 12:01 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.266 s -0.649
2022-11-22 12:10 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.708 s -0.171
2022-11-22 12:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.368 s -0.041
2022-11-22 11:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.753 s -0.801
2022-11-22 12:03 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.383 s -0.070
2022-11-22 12:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.306 s -0.136
2022-11-22 12:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.339 s -0.264
2022-11-22 12:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.919 s 0.218
2022-11-22 12:28 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.460 s -0.098
2022-11-22 12:02 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.585 s -1.231
2022-11-22 12:14 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.331 s -0.030
2022-11-22 12:22 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.429 s -0.598
2022-11-22 12:27 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.319 s -0.488
2022-11-22 12:44 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.247 s -0.816
2022-11-22 12:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.256 s -0.291
2022-11-22 12:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.814 s -1.289
2022-11-22 12:02 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.387 s -0.439
2022-11-22 12:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.199 s -1.126
2022-11-22 12:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.199 s -0.941
2022-11-22 12:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.459 s -0.166
2022-11-22 12:34 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.496 s -0.214
2022-11-22 12:45 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.652 s -0.376
2022-11-22 12:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.281 s -0.115
2022-11-22 12:08 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.900 s -0.144
2022-11-22 12:14 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.413 s -0.152
2022-11-22 12:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.399 s -0.109
2022-11-22 12:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.275 s -0.154
2022-11-22 12:42 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.922 s 0.312
2022-11-22 13:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.321 s -0.496
2022-11-22 12:08 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.104 s 0.229
2022-11-22 12:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.335 s -0.843
2022-11-22 13:07 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.064 s 0.062
2022-11-22 13:18 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.259 s -0.684
2022-11-22 13:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.538 s -0.478
2022-11-22 12:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.545 s -1.889
2022-11-22 12:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.423 s -0.276
2022-11-22 12:40 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.169 s 0.005
2022-11-22 13:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.308 s -0.160
2022-11-22 13:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.248 s -0.431
2022-11-22 12:28 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.351 s -0.662
2022-11-22 12:41 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.328 s -0.080
2022-11-22 12:42 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.402 s -0.595
2022-11-22 12:44 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.493 s 0.043
2022-11-22 13:24 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.169 s -0.452
2022-11-22 13:07 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.830 s -0.087
2022-11-22 13:09 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.118 s -0.138
2022-11-22 13:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.268 s -0.590
2022-11-22 13:18 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.355 s -0.655
2022-11-22 12:26 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.804 s -0.398
2022-11-22 12:36 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.856 s 0.060
2022-11-22 12:41 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.109 s 0.940
2022-11-22 12:49 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.577 s 0.098
2022-11-22 13:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.249 s -1.124
2022-11-22 13:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.814 s -0.212
2022-11-22 13:09 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.889 s -0.354
2022-11-22 13:10 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.343 s -0.403
2022-11-22 12:33 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.357 s -0.210
2022-11-22 12:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.307 s -0.441
2022-11-22 12:41 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.251 s -0.534
2022-11-22 12:43 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.709 s -0.333
2022-11-22 12:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.534 s -0.000
2022-11-22 12:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.483 s -0.152
2022-11-22 13:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.309 s -0.643
2022-11-22 12:34 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.301 s -0.767
2022-11-22 12:45 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.102 s -0.819
2022-11-22 13:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.296 s -0.610
2022-11-22 13:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.238 s -0.626
2022-11-22 13:17 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.353 s 0.039
2022-11-22 13:24 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.304 s 0.456
2022-11-22 13:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.310 s -0.370
2022-11-22 12:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.370 s -0.188
2022-11-22 12:43 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.077 s 0.189
2022-11-22 12:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.298 s -0.337
2022-11-22 12:55 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.429 s 0.140
2022-11-22 13:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.706 s 0.343
2022-11-22 12:36 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.392 s -0.161
2022-11-22 12:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.399 s -0.298
2022-11-22 12:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.266 s -0.107
2022-11-22 13:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.367 s -0.565
2022-11-22 13:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.259 s -0.399
2022-11-22 13:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.360 s -0.613
2022-11-22 12:55 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.331 s 0.016
2022-11-22 13:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.504 s 0.019
2022-11-22 13:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.584 s -0.194
2022-11-22 12:54 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.663 s -0.246
2022-11-22 13:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.270 s -0.869
2022-11-22 13:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.392 s -0.212
2022-11-22 13:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.151 s 0.161
2022-11-22 12:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.163
2022-11-22 13:17 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.315 s -0.439
2022-11-22 12:56 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.550 s -0.090
2022-11-22 13:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.312 s -0.417
2022-11-22 13:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.488 s -0.040
2022-11-22 13:17 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.236 s -0.406
2022-11-22 13:18 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.508 s -0.013
2022-11-22 13:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.344 s 0.026
2022-11-22 13:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.383 s -0.377
2022-11-22 13:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.395 s -0.192
2022-11-22 13:25 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.603 s -0.429
2022-11-22 13:19 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.769 s -0.834
2022-11-22 13:25 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.496 s -0.067
2022-11-22 13:15 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.919 s -0.284
2022-11-22 13:26 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.051 s -0.347
2022-11-22 13:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.406 s -0.406
2022-11-22 13:23 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.411 s -0.254
2022-11-22 13:31 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.665 s 0.086
2022-11-22 13:37 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.920 s -1.334
2022-11-22 13:39 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.542 s -0.008
2022-11-22 13:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.437 s -0.386
2022-11-22 13:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.539 s -0.865
2022-11-22 13:40 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.958 s -0.202
2022-11-22 13:41 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.586 s -0.442
2022-11-22 13:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.822 s -0.210
2022-11-22 13:41 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.048 s -0.560
2022-11-22 13:51 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.235 s -0.681
2022-11-22 13:53 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.395 s -0.354
2022-11-22 13:51 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.233 s -0.847
2022-11-22 13:52 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.728 s -0.376
2022-11-22 13:54 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.087 s 0.090
2022-11-22 13:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s -0.217
2022-11-22 13:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.370 s 0.462
2022-11-22 13:51 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.309 s -0.354
2022-11-22 13:52 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.242 s -0.865
2022-11-22 13:52 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.344 s -0.011