Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-15 13:10 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.174 s -1.742
2023-01-15 13:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.202 s -0.692
2023-01-15 13:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.141 s -1.451
2023-01-15 13:16 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.208 s 2.112
2023-01-15 13:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.247 s -1.714
2023-01-15 13:13 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.159 s -0.795
2023-01-15 13:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.157 s -0.771
2023-01-15 13:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.883 s 0.853
2023-01-15 13:12 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.582 s -0.727
2023-01-15 13:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.258 s -1.400
2023-01-15 13:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.163 s -1.559
2023-01-15 13:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.182 s -0.910
2023-01-15 13:18 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.214 s -4.169
2023-01-15 13:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.114 s -1.611
2023-01-15 13:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.207 s -0.707
2023-01-15 13:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.328 s -0.363
2023-01-15 13:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.487 s -1.976
2023-01-15 13:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.144 s -1.407
2023-01-15 13:19 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.472 s -1.087
2023-01-15 13:21 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.199 s -2.047
2023-01-15 13:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.165 s 0.573
2023-01-15 13:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s 1.773
2023-01-15 13:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.117 s -1.033
2023-01-15 13:20 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.950 s 1.642
2023-01-15 13:11 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.553 s -2.325
2023-01-15 13:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.194 s -1.261
2023-01-15 13:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.179 s -4.378
2023-01-15 13:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.813 s 0.189
2023-01-15 13:11 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.312 s 1.174
2023-01-15 13:12 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.235 s -1.301
2023-01-15 13:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.187 s -0.886
2023-01-15 13:17 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.242 s -0.173
2023-01-15 13:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.167 s -0.812
2023-01-15 13:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.170 s -1.602
2023-01-15 13:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.255 s -2.192
2023-01-15 13:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.396 s -0.255
2023-01-15 13:22 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.654 s 0.414
2023-01-15 13:22 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.190 s -1.234
2023-01-15 13:24 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.214 s -1.348
2023-01-15 13:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.129 s -1.145
2023-01-15 13:10 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.143 s -0.680
2023-01-15 13:12 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.193 s 0.610
2023-01-15 13:13 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.806 s -0.407
2023-01-15 13:13 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.265 s 0.182
2023-01-15 13:14 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.219 s 0.529
2023-01-15 13:14 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.071 s -1.042
2023-01-15 13:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.282 s -1.208
2023-01-15 13:13 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.223 s -1.999
2023-01-15 13:15 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.272 s -0.630
2023-01-15 13:16 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.086 s -1.441
2023-01-15 13:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.547 s -4.543
2023-01-15 13:15 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.149 s -1.327
2023-01-15 13:16 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.222 s -0.118
2023-01-15 13:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.274 s -2.168
2023-01-15 13:24 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.141 s -0.974
2023-01-15 13:26 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.266 s -0.325
2023-01-15 13:28 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.437 s -3.444
2023-01-15 13:29 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.228 s -2.149
2023-01-15 13:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.150 s -2.598
2023-01-15 13:19 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.511 s -0.158
2023-01-15 13:19 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.239 s 0.154
2023-01-15 13:22 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.410 s -1.858
2023-01-15 13:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.232 s -1.358
2023-01-15 13:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.272 s -0.260
2023-01-15 13:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.301 s -0.564
2023-01-15 13:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.245 s -0.983
2023-01-15 13:26 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.187 s -0.717
2023-01-15 13:26 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.523 s -2.068
2023-01-15 13:27 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.461 s 0.297
2023-01-15 13:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.200 s 0.371
2023-01-15 13:19 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.207 s -1.273
2023-01-15 13:20 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.271 s -2.422
2023-01-15 13:20 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.279 s -0.256
2023-01-15 13:20 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.540 s -1.580
2023-01-15 13:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.234 s -1.343
2023-01-15 13:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.583 s -2.334
2023-01-15 13:23 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.207 s -1.992
2023-01-15 13:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.179 s -1.671
2023-01-15 13:21 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.239 s -0.508
2023-01-15 13:27 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.719 s -2.103
2023-01-15 13:27 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.145 s -0.492
2023-01-15 13:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.184 s -0.879
2023-01-15 13:27 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.207 s -2.969
2023-01-15 13:27 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.282 s -1.256
2023-01-15 13:28 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.487 s -3.552
2023-01-15 13:28 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.212 s -2.660
2023-01-15 13:29 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.344 s -2.447
2023-01-15 13:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.156 s -1.813
2023-01-15 13:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.139 s -1.600
2023-01-15 13:41 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.158 s 0.744
2023-01-15 13:21 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.311 s -1.117
2023-01-15 13:24 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.184 s 0.083
2023-01-15 13:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.300 s -1.302
2023-01-15 13:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.366 s -2.160
2023-01-15 13:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.649 s -2.158
2023-01-15 13:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.212 s -1.177
2023-01-15 13:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.152 s -1.937
2023-01-15 13:39 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.525 s -1.110
2023-01-15 13:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.121 s -3.535
2023-01-15 13:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.208 s -0.430
2023-01-15 13:35 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.153 s -1.267
2023-01-15 13:35 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.198 s -2.368
2023-01-15 13:38 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s -0.980
2023-01-15 13:23 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.622 s -1.309
2023-01-15 13:24 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.033 s -0.010
2023-01-15 13:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.261 s 0.680
2023-01-15 13:25 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.018 s 0.552
2023-01-15 13:26 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s -0.990
2023-01-15 13:31 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.330 s -1.687
2023-01-15 13:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.155 s 0.095
2023-01-15 13:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.242 s -1.182
2023-01-15 13:25 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.533 s 0.085
2023-01-15 13:26 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.150 s -1.612
2023-01-15 13:31 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.180 s -1.582
2023-01-15 13:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.149 s -2.379
2023-01-15 13:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.179 s 0.120
2023-01-15 13:34 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.856 s 0.063
2023-01-15 13:34 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.171 s -1.181
2023-01-15 13:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.220 s -0.056
2023-01-15 13:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.182 s -1.962
2023-01-15 13:45 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.202 s -1.779
2023-01-15 13:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.170 s -0.686
2023-01-15 13:26 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.324 s -0.700
2023-01-15 13:26 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.164 s -0.496
2023-01-15 13:29 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.170 s -1.236
2023-01-15 13:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.208 s -0.802
2023-01-15 13:33 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.483 s -1.052
2023-01-15 13:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.280 s 0.213
2023-01-15 13:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.854 s -0.079
2023-01-15 13:39 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.259 s -1.560
2023-01-15 13:40 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.971 s -0.276
2023-01-15 13:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.942 s -1.759
2023-01-15 13:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.230 s -1.319
2023-01-15 13:44 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.602 s 0.047
2023-01-15 13:30 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.646 s -2.985
2023-01-15 13:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.195 s -1.801
2023-01-15 13:33 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.154 s -1.607
2023-01-15 13:35 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.159 s -0.933
2023-01-15 13:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.126 s -2.210
2023-01-15 13:43 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.777 s 1.036
2023-01-15 13:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.136 s -0.623
2023-01-15 13:30 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.906 s -1.857
2023-01-15 13:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.265 s -1.573
2023-01-15 13:32 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.219 s -3.099
2023-01-15 13:37 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.138 s -0.722
2023-01-15 13:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.532 s 0.300
2023-01-15 13:39 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.004 s -1.249
2023-01-15 13:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.193 s -1.147
2023-01-15 13:47 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.410 s -1.058
2023-01-15 13:31 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.999 s -1.619
2023-01-15 13:34 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.085 s -1.300
2023-01-15 13:34 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.136 s 0.054
2023-01-15 13:35 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.455 s -0.801
2023-01-15 13:37 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.815 s -0.971
2023-01-15 13:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.183 s -0.411
2023-01-15 13:42 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.236 s -0.523
2023-01-15 13:36 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.157 s -1.243
2023-01-15 13:36 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.241 s -0.939
2023-01-15 13:37 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.173 s -0.335
2023-01-15 13:38 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.199 s -0.831
2023-01-15 13:39 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.186 s -0.458
2023-01-15 13:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.335 s -0.266
2023-01-15 13:44 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.277 s -1.593
2023-01-15 13:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.140 s -0.362
2023-01-15 13:46 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.390 s -1.368
2023-01-15 13:39 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.230 s -2.165
2023-01-15 13:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.603 s -2.475
2023-01-15 13:42 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.301 s -0.784
2023-01-15 13:44 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.394 s -0.897
2023-01-15 13:44 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.321 s 0.051
2023-01-15 13:44 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.499 s -0.575
2023-01-15 13:44 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.592 s -1.614
2023-01-15 13:46 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.158 s -0.566
2023-01-15 13:47 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.325 s -1.795