Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 21:25 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.359 s 0.023
2022-11-16 21:37 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.404 s -0.532
2022-11-16 21:26 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.788 s 0.499
2022-11-16 21:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.402 s -0.413
2022-11-16 21:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.329 s -0.208
2022-11-16 21:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.791 s -0.533
2022-11-16 21:24 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.300 s -0.299
2022-11-16 21:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.363 s 0.725
2022-11-16 21:25 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.235 s -0.066
2022-11-16 21:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.420 s -0.586
2022-11-16 21:26 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.329 s 0.710
2022-11-16 21:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.267 s -0.248
2022-11-16 21:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.414 s -0.880
2022-11-16 21:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.915 s -0.506
2022-11-16 21:24 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.225 s -0.008
2022-11-16 21:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.504 s 0.553
2022-11-16 21:38 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.543 s -0.429
2022-11-16 21:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.406 s 0.571
2022-11-16 21:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.380 s -0.719
2022-11-16 21:37 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.335 s -1.373
2022-11-16 21:38 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.340 s -0.953
2022-11-16 21:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.270 s 0.255
2022-11-16 21:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.290 s 0.142
2022-11-16 21:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.365 s 0.687
2022-11-16 21:47 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.240 s -1.238
2022-11-16 21:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.341 s -0.570
2022-11-16 21:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.309 s -1.111
2022-11-16 21:47 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.245 s -0.634
2022-11-16 21:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.325 s -1.075
2022-11-16 21:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.463 s -0.757
2022-11-16 21:53 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.384 s -0.302
2022-11-16 21:52 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.260 s -0.341
2022-11-16 21:54 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.403 s -2.382
2022-11-16 22:06 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.905 s -1.224
2022-11-16 21:53 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.557 s 0.049
2022-11-16 22:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.274 s -0.996
2022-11-16 21:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.298 s 0.190
2022-11-16 22:05 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.442 s -2.176
2022-11-16 21:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.893 s 0.506
2022-11-16 22:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.197 s -0.748
2022-11-16 22:00 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.198 s -0.743
2022-11-16 22:12 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.378 s 0.544
2022-11-16 22:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.511 s 0.106
2022-11-16 22:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.723 s -0.797
2022-11-16 21:54 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.878 s -1.140
2022-11-16 22:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.467 s -0.042
2022-11-16 22:13 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.926 s -0.120
2022-11-16 22:11 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.070 s 0.122
2022-11-16 21:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.322 s -1.618
2022-11-16 22:05 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.078 s -0.615
2022-11-16 22:06 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.482 s -1.634
2022-11-16 21:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.134 s -0.543
2022-11-16 21:54 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.448 s -1.393
2022-11-16 22:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.228 s -1.113
2022-11-16 22:04 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.506 s -0.717
2022-11-16 22:13 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.420 s 0.540
2022-11-16 22:00 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.317 s -1.032
2022-11-16 22:05 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.342 s -1.106
2022-11-16 22:05 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.354 s -1.813
2022-11-16 22:06 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.435 s -1.759
2022-11-16 22:11 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.709 s -1.567
2022-11-16 22:12 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.371 s 0.443
2022-11-16 22:20 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.525 s 0.120
2022-11-16 22:26 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.436 s -1.212
2022-11-16 22:17 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.810 s -0.807
2022-11-16 22:26 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.314 s -1.184
2022-11-16 22:18 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.080 s -0.098
2022-11-16 22:20 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.032 s -1.080
2022-11-16 22:19 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.454 s 0.301
2022-11-16 22:19 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.419 s -1.554
2022-11-16 22:26 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.386 s -1.500
2022-11-16 22:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.508 s -0.520
2022-11-16 22:27 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.879 s -0.879
2022-11-16 22:18 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.319 s -0.313
2022-11-16 22:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.376 s -1.135
2022-11-16 22:19 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.348 s -0.221
2022-11-16 22:26 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.306 s -1.255
2022-11-16 22:27 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.402 s -1.211
2022-11-16 22:31 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.188 s -1.229
2022-11-16 22:32 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.329 s -0.253
2022-11-16 22:33 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.395 s 0.171
2022-11-16 22:35 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.363 s 0.539
2022-11-16 22:32 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.248 s -0.104
2022-11-16 22:32 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.140 s 0.385
2022-11-16 22:33 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.411 s -0.531
2022-11-16 22:33 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.271 s 0.509
2022-11-16 22:33 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 1.033 s -1.124
2022-11-16 22:34 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.141 s -2.980
2022-11-16 22:35 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.328 s -0.344
2022-11-16 22:35 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.770 s -2.631
2022-11-16 22:35 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.246 s -0.482
2022-11-16 22:35 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.496 s -0.204
2022-11-16 22:36 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.657 s -0.915
2022-11-16 22:36 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.102 s -1.118
2022-11-16 22:44 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.286 s -0.779
2022-11-16 22:41 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.641 s -2.109
2022-11-16 22:43 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.187 s 0.210
2022-11-16 22:58 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.843 s -0.730
2022-11-16 22:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.304 s -0.772
2022-11-16 22:43 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.554 s -1.162
2022-11-16 22:44 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.812 s -1.194
2022-11-16 22:51 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.262 s 0.990
2022-11-16 22:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.277 s 0.381
2022-11-16 22:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.407 s -1.348
2022-11-16 22:48 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.550 s -1.722
2022-11-16 22:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.312 s -0.397
2022-11-16 22:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.345 s -1.027
2022-11-16 22:59 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.397 s -1.452
2022-11-16 23:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.539 s -0.954
2022-11-16 23:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.516 s -1.216
2022-11-16 22:53 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.246 s -0.486
2022-11-16 22:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.234 s -0.003
2022-11-16 22:59 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.269 s -0.668
2022-11-16 22:45 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.659 s -0.230
2022-11-16 23:07 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.932 s -1.700
2022-11-16 22:46 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.629 s -4.080
2022-11-16 22:54 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.327 s -1.143
2022-11-16 22:55 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.834 s -0.766
2022-11-16 23:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.259 s -0.394
2022-11-16 22:47 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.484 s -0.253
2022-11-16 22:54 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.252 s -1.125
2022-11-16 22:59 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.058 s 0.044
2022-11-16 23:00 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.914 s -0.984
2022-11-16 22:43 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.223 s -0.434
2022-11-16 23:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.347 s -0.719
2022-11-16 22:53 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.734 s -2.409
2022-11-16 22:46 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.254 s -0.973
2022-11-16 22:47 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.555 s -0.621
2022-11-16 23:00 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.395 s -0.207
2022-11-16 23:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.732 s -1.015
2022-11-16 22:54 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.374 s -1.106
2022-11-16 23:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.268 s -0.567
2022-11-16 22:54 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.302 s -1.330
2022-11-16 23:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.159 s -1.578
2022-11-16 23:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.319 s -0.202
2022-11-16 23:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.070 s 1.613
2022-11-16 23:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.233 s 0.023
2022-11-16 23:09 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.320 s -0.834
2022-11-16 23:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.262 s -0.989
2022-11-16 23:09 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.354 s -0.593
2022-11-16 23:10 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.523 s -1.103
2022-11-16 23:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.764 s -0.716
2022-11-16 23:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.314 s -0.747
2022-11-16 23:23 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.306 s -0.162
2022-11-16 23:31 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.434 s 0.080
2022-11-16 23:15 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.418 s -0.069
2022-11-16 23:17 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.039 s -0.162
2022-11-16 23:44 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.275 s -1.325
2022-11-16 23:23 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.879 s -2.020
2022-11-16 23:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.352 s -0.602
2022-11-16 23:17 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.209 s -1.771
2022-11-16 23:29 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.909 s -0.249
2022-11-16 23:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.310 s -0.277
2022-11-16 23:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.487 s 0.594
2022-11-16 23:45 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.088 s -0.199
2022-11-16 23:43 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.239 s -1.193
2022-11-16 23:15 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.172 s -0.710
2022-11-16 23:16 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.615 s -1.100
2022-11-16 23:16 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.402 s -0.712
2022-11-16 23:23 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.402 s -0.123
2022-11-16 23:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.493 s 0.146
2022-11-16 23:31 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.784 s -2.082
2022-11-16 23:31 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.524 s 0.144
2022-11-16 23:32 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 1.006 s -2.281
2022-11-16 23:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.054 s -0.841
2022-11-16 23:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.535 s -0.396
2022-11-16 23:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.355 s 0.170
2022-11-16 23:43 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.315 s -0.822
2022-11-16 23:43 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.357 s -0.907
2022-11-16 23:32 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.756 s -2.453
2022-11-16 23:45 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.404 s -1.473
2022-11-16 23:31 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.825 s -0.254
2022-11-16 23:42 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.869 s -0.098
2022-11-16 23:43 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.246 s -1.245
2022-11-16 23:40 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.998 s -0.840
2022-11-16 23:44 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.744 s -0.901