Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-21 16:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.243 s -0.896
2022-11-21 16:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.343 s -0.545
2022-11-21 16:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.851 s -0.990
2022-11-21 16:09 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.308 s -0.773
2022-11-21 16:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.374 s -0.800
2022-11-21 16:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.269 s -0.544
2022-11-21 16:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.378 s 0.631
2022-11-21 16:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.420 s -0.615
2022-11-21 16:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.338 s -0.857
2022-11-21 16:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.334 s -0.320
2022-11-21 16:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.326 s -0.384
2022-11-21 16:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.837 s -1.143
2022-11-21 16:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.408 s -0.768
2022-11-21 16:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.380 s -0.714
2022-11-21 16:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.558 s -1.335
2022-11-21 16:16 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.914 s -0.500
2022-11-21 16:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.405 s 0.086
2022-11-21 16:17 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.465 s -1.179
2022-11-21 16:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.281 s -1.047
2022-11-21 16:18 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.378 s -0.793
2022-11-21 16:18 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.792 s -0.516
2022-11-21 16:23 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.295 s -0.021
2022-11-21 16:24 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.312 s -0.039
2022-11-21 16:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.338 s -0.008
2022-11-21 16:29 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.302 s -0.374
2022-11-21 16:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.378 s -0.199
2022-11-21 16:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.073 s 0.222
2022-11-21 17:29 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.242 s 0.086
2022-11-21 16:23 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.235 s -0.382
2022-11-21 16:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.430 s 0.019
2022-11-21 16:36 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.105 s 0.264
2022-11-21 16:36 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.261 s 0.135
2022-11-21 16:24 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.241 s 0.050
2022-11-21 16:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.453 s -0.140
2022-11-21 16:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.593 s 1.110
2022-11-21 16:29 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.558 s 0.063
2022-11-21 16:30 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.390 s -0.703
2022-11-21 16:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.423 s 0.174
2022-11-21 16:31 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.854 s -0.095
2022-11-21 16:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.013 s 0.830
2022-11-21 16:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.452 s 0.335
2022-11-21 16:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.876 s 0.020
2022-11-21 16:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.465 s 0.118
2022-11-21 16:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.799 s 0.123
2022-11-21 17:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.365 s 0.311
2022-11-21 17:19 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.397 s -0.022
2022-11-21 17:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.550 s -0.104
2022-11-21 17:34 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.835 s -0.462
2022-11-21 16:23 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.720 s -0.703
2022-11-21 16:36 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.304 s 0.029
2022-11-21 16:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.417 s 0.087
2022-11-21 16:29 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.237 s 0.948
2022-11-21 16:31 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.386 s -0.367
2022-11-21 16:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.995 s 0.454
2022-11-21 16:36 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.193 s 0.131
2022-11-21 16:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.343 s 0.282
2022-11-21 17:02 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.419 s -0.022
2022-11-21 17:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.274 s 0.006
2022-11-21 17:30 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.358 s 0.056
2022-11-21 17:42 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.915 s 0.051
2022-11-21 16:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.383 s -0.005
2022-11-21 17:02 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.305 s -0.150
2022-11-21 17:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.113 s 0.928
2022-11-21 17:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.410 s -0.374
2022-11-21 16:30 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.312 s -0.346
2022-11-21 16:41 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.328 s 0.357
2022-11-21 16:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.400 s -0.166
2022-11-21 17:01 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.347 s 0.292
2022-11-21 16:23 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.279 s 0.688
2022-11-21 16:37 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.221 s 0.058
2022-11-21 16:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.914 s 0.471
2022-11-21 17:03 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.849 s 0.324
2022-11-21 17:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.156 s 0.844
2022-11-21 17:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.395 s 0.140
2022-11-21 17:10 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.088 s -0.316
2022-11-21 16:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.499 s 0.077
2022-11-21 17:02 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.297 s -0.168
2022-11-21 17:03 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.396 s -0.508
2022-11-21 17:45 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.505 s 0.221
2022-11-21 16:36 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.193 s -0.001
2022-11-21 16:41 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.411 s 0.004
2022-11-21 16:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.521 s -0.530
2022-11-21 17:02 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.367 s 0.016
2022-11-21 17:21 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.615 s 0.735
2022-11-21 17:30 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.809 s 0.023
2022-11-21 17:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.263 s 0.112
2022-11-21 16:37 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.703 s 0.117
2022-11-21 16:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.334 s 0.299
2022-11-21 17:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.309 s -0.122
2022-11-21 17:36 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.876 s 0.003
2022-11-21 17:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.317 s 0.102
2022-11-21 16:35 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.883 s 1.234
2022-11-21 16:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.528 s -0.252
2022-11-21 17:17 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.576 s 0.093
2022-11-21 17:19 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.532 s 0.160
2022-11-21 17:29 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.637 s -0.765
2022-11-21 17:45 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.346 s 0.061
2022-11-21 16:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.061 s 0.614
2022-11-21 17:30 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.293 s -0.013
2022-11-21 17:44 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.233 s 0.065
2022-11-21 18:00 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.354 s 0.326
2022-11-21 17:29 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.244 s 0.174
2022-11-21 17:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.380 s -0.118
2022-11-21 17:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.946 s 0.042
2022-11-21 17:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.078 s 0.336
2022-11-21 17:22 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.397 s 0.708
2022-11-21 17:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.600 s -0.268
2022-11-21 16:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.466 s -0.588
2022-11-21 17:08 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.329 s -0.112
2022-11-21 17:11 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.663 s 0.856
2022-11-21 17:12 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.651 s -0.291
2022-11-21 17:19 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.220 s -0.087
2022-11-21 17:37 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.258 s -0.272
2022-11-21 17:51 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.144 s 0.677
2022-11-21 18:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.765 s -1.930
2022-11-21 16:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.314 s 0.178
2022-11-21 17:08 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.247 s 0.026
2022-11-21 17:27 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.296 s 0.100
2022-11-21 17:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.405 s -0.280
2022-11-21 18:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.818 s 0.126
2022-11-21 17:02 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.471 s 0.581
2022-11-21 17:19 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.297 s -0.217
2022-11-21 17:22 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.248 s -0.122
2022-11-21 17:19 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.247 s -0.334
2022-11-21 17:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.802 s -0.265
2022-11-21 17:23 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.288 s -1.203
2022-11-21 17:29 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.316 s -0.190
2022-11-21 17:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.236 s -0.200
2022-11-21 17:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.391 s 0.034
2022-11-21 17:37 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.340 s -0.136
2022-11-21 17:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.511 s -0.959
2022-11-21 17:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.493 s 0.296
2022-11-21 18:08 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.542 s 0.051
2022-11-21 17:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.242 s 0.068
2022-11-21 17:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.244 s 0.525
2022-11-21 17:39 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.716 s -0.076
2022-11-21 17:51 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.310 s -0.405
2022-11-21 18:06 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.432 s 0.202
2022-11-21 17:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.325 s -0.044
2022-11-21 17:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.338 s -0.464
2022-11-21 17:46 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.741 s 0.318
2022-11-21 18:04 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.903 s 0.300
2022-11-21 18:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.696 s 0.587
2022-11-21 17:11 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.498 s -0.244
2022-11-21 17:23 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.485 s -0.201
2022-11-21 17:37 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.513 s -0.271
2022-11-21 17:44 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.398 s -0.330
2022-11-21 17:52 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.154 s 0.064
2022-11-21 18:00 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.341 s 0.196
2022-11-21 18:15 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.670 s -0.140
2022-11-21 17:24 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.516 s 0.540
2022-11-21 17:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.265 s -0.121
2022-11-21 17:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.306 s 0.184
2022-11-21 17:45 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.255 s -0.092
2022-11-21 18:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.017 s -0.061
2022-11-21 18:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s -0.185
2022-11-21 17:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.046 s 0.448
2022-11-21 17:36 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.111 s 0.153
2022-11-21 17:51 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.393 s 0.029
2022-11-21 17:53 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.025 s 0.463
2022-11-21 18:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.230 s 0.162
2022-11-21 18:20 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.392 s 0.011
2022-11-21 17:44 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.309 s 0.062
2022-11-21 17:50 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.409 s -0.147
2022-11-21 17:59 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.531 s -0.126
2022-11-21 17:59 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.304 s 0.081
2022-11-21 18:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.966 s -0.567
2022-11-21 17:58 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.662 s 0.028
2022-11-21 18:18 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.913 s -0.144
2022-11-21 18:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.307 s -0.107
2022-11-21 18:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.532 s -0.311
2022-11-21 18:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.237 s -0.102
2022-11-21 17:57 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.504 s 0.380
2022-11-21 18:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.347 s -0.139
2022-11-21 18:21 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.100 s -0.594