Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-18 05:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s 0.071
2022-11-18 05:09 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.233 s 1.233
2022-11-18 05:21 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.171 s -1.410
2022-11-18 05:21 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.352 s -0.877
2022-11-18 05:02 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -1.204
2022-11-18 05:02 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.323 s -0.582
2022-11-18 05:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.074 s -0.451
2022-11-18 05:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.271 s -1.802
2022-11-18 05:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.391 s 0.084
2022-11-18 05:13 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.312
2022-11-18 05:14 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.557
2022-11-18 05:17 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s 0.081
2022-11-18 05:19 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.283 s -1.152
2022-11-18 05:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.029 s 0.950
2022-11-18 05:25 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.193 s -1.355
2022-11-18 05:00 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.130
2022-11-18 05:03 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.220 s -0.551
2022-11-18 05:07 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.511 s 0.216
2022-11-18 05:11 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 0.861
2022-11-18 05:11 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.566 s 0.960
2022-11-18 05:17 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 1.319
2022-11-18 05:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.166 s 1.116
2022-11-18 05:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.137 s -2.259
2022-11-18 05:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.204 s -0.111
2022-11-18 05:03 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s -0.596
2022-11-18 05:03 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.175 s -0.596
2022-11-18 05:06 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.082
2022-11-18 05:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -0.803
2022-11-18 05:06 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.250 s -1.190
2022-11-18 05:12 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s 0.363
2022-11-18 05:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.521 s 0.601
2022-11-18 05:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.062 s 0.926
2022-11-18 05:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s 0.150
2022-11-18 05:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.160 s -1.218
2022-11-18 05:09 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.152
2022-11-18 05:02 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.192 s -0.175
2022-11-18 05:06 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 1.069
2022-11-18 05:11 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.320
2022-11-18 05:12 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.653 s 0.014
2022-11-18 05:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.887 s 0.086
2022-11-18 05:03 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.830 s 1.157
2022-11-18 05:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.897
2022-11-18 05:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s -0.377
2022-11-18 05:06 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.180 s 1.109
2022-11-18 05:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.284
2022-11-18 05:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -0.517
2022-11-18 05:09 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.197 s -0.135
2022-11-18 05:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.134 s -0.956
2022-11-18 05:02 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.806
2022-11-18 05:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s -0.069
2022-11-18 05:04 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.369 s 0.431
2022-11-18 05:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.043
2022-11-18 05:14 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s 0.216
2022-11-18 05:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.287 s 0.689
2022-11-18 05:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s 0.249
2022-11-18 05:02 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.592
2022-11-18 05:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s 0.011
2022-11-18 05:14 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.134
2022-11-18 05:17 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.658 s 0.104
2022-11-18 05:17 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.149 s 0.479
2022-11-18 05:02 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.233 s -0.361
2022-11-18 05:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s -0.189
2022-11-18 05:09 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.133
2022-11-18 05:11 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.273 s 0.587
2022-11-18 05:16 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.511 s -0.027
2022-11-18 05:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 1.297
2022-11-18 05:24 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 0.439
2022-11-18 05:25 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.278 s 0.206
2022-11-18 05:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.192 s 1.864
2022-11-18 05:31 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.400
2022-11-18 05:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.234 s -0.491
2022-11-18 05:06 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s 0.408
2022-11-18 05:07 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.812 s 0.249
2022-11-18 05:09 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.294
2022-11-18 05:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.189
2022-11-18 05:16 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s 0.301
2022-11-18 05:00 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s 0.099
2022-11-18 05:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.123
2022-11-18 05:11 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.667
2022-11-18 05:14 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.423
2022-11-18 05:17 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s -0.136
2022-11-18 05:00 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s 0.023
2022-11-18 05:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s -0.519
2022-11-18 05:16 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.414
2022-11-18 05:03 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.474 s -0.032
2022-11-18 05:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.334
2022-11-18 05:12 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.240
2022-11-18 05:14 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.964 s 0.427
2022-11-18 05:16 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.160 s -0.712
2022-11-18 05:16 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.458 s -0.145
2022-11-18 05:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.866 s 0.014
2022-11-18 05:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.516 s 0.089
2022-11-18 05:35 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.167 s 0.709
2022-11-18 05:36 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.702
2022-11-18 05:36 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.367 s 0.688
2022-11-18 05:07 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.118 s -0.030
2022-11-18 05:10 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.530 s 0.622
2022-11-18 05:11 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s 0.036
2022-11-18 05:17 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s -0.925
2022-11-18 05:19 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s 0.028
2022-11-18 05:19 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s 0.284
2022-11-18 05:22 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.315
2022-11-18 05:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.484
2022-11-18 05:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.526 s -0.410
2022-11-18 05:31 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.798 s -0.027
2022-11-18 05:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s -0.256
2022-11-18 05:34 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.608 s -0.674
2022-11-18 05:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.506 s 0.340
2022-11-18 05:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.952 s -0.203
2022-11-18 05:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.334 s 0.520
2022-11-18 05:12 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 0.931
2022-11-18 05:14 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.239 s 0.125
2022-11-18 05:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s -0.128
2022-11-18 05:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.151 s -1.042
2022-11-18 05:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.319 s 0.358
2022-11-18 05:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.984 s 2.292
2022-11-18 05:21 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.972 s -0.101
2022-11-18 05:26 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.217 s -0.675
2022-11-18 05:29 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s 0.530
2022-11-18 05:29 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.254 s -1.381
2022-11-18 05:29 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.331 s -1.094
2022-11-18 05:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.783 s -0.539
2022-11-18 05:34 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.164 s 0.511
2022-11-18 05:10 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.122 s 0.117
2022-11-18 05:19 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.220 s -0.800
2022-11-18 05:22 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.170 s -0.203
2022-11-18 05:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.982
2022-11-18 05:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.469 s 0.351
2022-11-18 05:24 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s -0.009
2022-11-18 05:24 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 1.088
2022-11-18 05:24 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s 0.043
2022-11-18 05:26 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.848 s 0.150
2022-11-18 05:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.218
2022-11-18 05:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s 0.073
2022-11-18 05:29 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.331 s 1.114
2022-11-18 05:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.579
2022-11-18 05:34 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.479 s -0.890
2022-11-18 05:13 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.267 s -1.286
2022-11-18 05:13 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.608 s 0.273
2022-11-18 05:17 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.274 s -0.430
2022-11-18 05:19 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.193 s -0.101
2022-11-18 05:16 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -0.794
2022-11-18 05:16 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.238
2022-11-18 05:19 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.630 s -0.053
2022-11-18 05:21 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.257 s -1.581
2022-11-18 05:25 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.088 s 0.377
2022-11-18 05:25 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.374
2022-11-18 05:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.982 s 1.060
2022-11-18 05:29 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s 0.239
2022-11-18 05:33 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s 0.877
2022-11-18 05:34 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.581 s 0.059
2022-11-18 05:21 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.694
2022-11-18 05:21 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.185 s -0.347
2022-11-18 05:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 0.717
2022-11-18 05:24 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.866 s -0.943
2022-11-18 05:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.150 s 0.369
2022-11-18 05:30 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.116 s 0.859
2022-11-18 05:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s 0.064
2022-11-18 05:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.098 s -0.102
2022-11-18 05:35 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s 0.029
2022-11-18 05:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.368
2022-11-18 05:24 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.819
2022-11-18 05:24 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.118
2022-11-18 05:26 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.231 s -0.393
2022-11-18 05:29 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.573 s 0.849
2022-11-18 05:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.566
2022-11-18 05:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.186 s -0.402
2022-11-18 05:33 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.264 s 0.100
2022-11-18 05:35 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.369
2022-11-18 05:25 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.282
2022-11-18 05:29 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.963 s -0.303
2022-11-18 05:35 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.271
2022-11-18 05:35 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s -0.338
2022-11-18 05:36 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.382 s -1.444