Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 00:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.309
2022-11-23 00:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s 0.074
2022-11-23 00:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.517 s 0.815
2022-11-23 00:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s -1.390
2022-11-23 00:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.197 s -0.566
2022-11-23 00:37 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s 0.053
2022-11-23 00:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.434 s -3.562
2022-11-23 00:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.118 s 0.122
2022-11-23 00:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.048
2022-11-23 00:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s -0.043
2022-11-23 00:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.274 s -0.356
2022-11-23 00:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.505 s 0.356
2022-11-23 00:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s 0.031
2022-11-23 00:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.831 s 0.977
2022-11-23 00:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.167 s -1.241
2022-11-23 00:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s -0.353
2022-11-23 00:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.167 s -1.716
2022-11-23 00:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.885 s 0.211
2022-11-23 00:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.238 s -0.743
2022-11-23 00:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.273 s 0.431
2022-11-23 00:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.979 s -0.236
2022-11-23 00:40 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.219 s -0.316
2022-11-23 00:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.955 s -0.650
2022-11-23 00:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.275 s -1.217
2022-11-23 00:40 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.159 s -1.296
2022-11-23 00:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.251 s -1.652
2022-11-23 00:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.375 s -0.183
2022-11-23 00:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s -0.802
2022-11-23 00:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.057 s 1.500
2022-11-23 00:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.354
2022-11-23 00:46 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s -0.198
2022-11-23 00:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.221 s -0.694
2022-11-23 00:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.275 s -0.574
2022-11-23 00:37 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.141 s -0.336
2022-11-23 00:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.321 s 0.200
2022-11-23 00:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s -0.807
2022-11-23 00:43 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.036
2022-11-23 00:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.148 s -0.297
2022-11-23 00:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.652 s 0.087
2022-11-23 00:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.175 s -0.564
2022-11-23 00:51 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.183 s 0.035
2022-11-23 00:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.266
2022-11-23 00:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s -0.314
2022-11-23 00:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -0.494
2022-11-23 00:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.527
2022-11-23 00:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.296 s -0.457
2022-11-23 00:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.134 s -1.016
2022-11-23 00:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.529 s 0.648
2022-11-23 00:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.232 s -0.173
2022-11-23 00:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -1.088
2022-11-23 00:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.048 s 0.482
2022-11-23 00:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 1.438
2022-11-23 00:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.814 s -0.053
2022-11-23 00:49 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.188 s -1.989
2022-11-23 00:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.184 s -2.191
2022-11-23 00:54 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s -0.027
2022-11-23 00:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.156 s -0.322
2022-11-23 00:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.189 s 0.383
2022-11-23 00:39 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.252 s 0.900
2022-11-23 00:43 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.220 s -0.173
2022-11-23 00:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.105 s 0.409
2022-11-23 00:49 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s 0.118
2022-11-23 00:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s 0.074
2022-11-23 00:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.007 s 0.204
2022-11-23 00:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.165 s 0.490
2022-11-23 00:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.240 s -1.599
2022-11-23 00:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.059
2022-11-23 00:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.513 s -0.091
2022-11-23 00:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s 0.145
2022-11-23 00:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.200 s -1.617
2022-11-23 00:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.250
2022-11-23 00:39 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.465
2022-11-23 00:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.418
2022-11-23 00:53 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.511 s 0.104
2022-11-23 00:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.859
2022-11-23 00:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.608 s 0.347
2022-11-23 00:51 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.211 s -1.108
2022-11-23 00:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.610
2022-11-23 00:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.327 s -0.734
2022-11-23 00:56 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s -0.146
2022-11-23 00:56 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.630 s -0.134
2022-11-23 00:46 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.264 s 0.097
2022-11-23 00:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.534 s -0.100
2022-11-23 00:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.327 s 0.866
2022-11-23 00:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.601
2022-11-23 00:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.122
2022-11-23 00:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.133 s 1.005
2022-11-23 00:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s 0.213
2022-11-23 00:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.226 s 0.487
2022-11-23 00:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.089
2022-11-23 00:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.297 s 0.302
2022-11-23 00:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s 0.048
2022-11-23 00:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.565 s 1.207
2022-11-23 00:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.267 s -1.533
2022-11-23 00:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.262 s -0.125
2022-11-23 00:54 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s -0.592
2022-11-23 00:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.459 s -0.363
2022-11-23 00:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.153 s -1.144
2022-11-23 00:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.655 s 0.108
2022-11-23 00:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.160 s -0.748
2022-11-23 00:56 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.282 s -0.479
2022-11-23 00:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.864 s 0.561
2022-11-23 00:56 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s 0.248
2022-11-23 00:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s -0.180
2022-11-23 00:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.500 s 0.489
2022-11-23 00:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.186 s -1.525
2022-11-23 00:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -0.443
2022-11-23 00:58 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.975 s -0.405
2022-11-23 01:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s -0.370
2022-11-23 00:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.170 s -0.694
2022-11-23 00:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.168 s -1.615
2022-11-23 00:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.356 s -2.508
2022-11-23 01:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.578
2022-11-23 00:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.167 s 0.407
2022-11-23 01:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.471 s -0.000
2022-11-23 01:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s -0.207
2022-11-23 01:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.145 s 1.205
2022-11-23 01:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s -0.760
2022-11-23 01:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.207 s 0.081
2022-11-23 01:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.858 s 0.019
2022-11-23 01:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s -0.289
2022-11-23 01:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.043 s 0.294
2022-11-23 01:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.137 s -2.942
2022-11-23 01:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 1.048
2022-11-23 01:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s 0.141
2022-11-23 01:01 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.931
2022-11-23 01:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.266
2022-11-23 01:01 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 0.386
2022-11-23 01:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.141 s 1.534
2022-11-23 01:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.240 s -1.133
2022-11-23 01:02 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.063
2022-11-23 01:02 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.194 s -1.748
2022-11-23 01:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s -0.181
2022-11-23 01:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.095 s 0.039
2022-11-23 01:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s 0.446
2022-11-23 01:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 1.319
2022-11-23 01:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.850 s -0.589
2022-11-23 01:04 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.546
2022-11-23 01:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.100 s -0.551
2022-11-23 01:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.617 s -1.087
2022-11-23 01:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.331 s -0.865
2022-11-23 01:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.477 s -0.417
2022-11-23 01:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.137 s -1.295
2022-11-23 01:04 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s 0.051
2022-11-23 01:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.976 s 1.208
2022-11-23 01:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.166 s -0.486
2022-11-23 01:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.419 s 0.204
2022-11-23 01:06 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s 0.746
2022-11-23 01:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s 0.959
2022-11-23 01:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.164 s 0.083
2022-11-23 01:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.795 s 0.061
2022-11-23 01:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.384 s -2.629
2022-11-23 01:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s -0.213
2022-11-23 01:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.155 s -0.778
2022-11-23 01:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.517 s 1.505
2022-11-23 01:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.650
2022-11-23 01:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.582 s -0.523
2022-11-23 01:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.328 s -0.034
2022-11-23 01:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.253 s -0.838
2022-11-23 01:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.551
2022-11-23 01:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.651
2022-11-23 01:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.233
2022-11-23 01:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.781 s -0.131
2022-11-23 01:12 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.134 s -1.411
2022-11-23 01:06 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.963 s -0.514
2022-11-23 01:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.190
2022-11-23 01:10 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -0.628
2022-11-23 01:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.594 s 0.526
2022-11-23 01:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.430 s -2.934
2022-11-23 01:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s 0.175
2022-11-23 01:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.578 s 0.082
2022-11-23 01:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.165 s 0.454
2022-11-23 01:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s 0.742
2022-11-23 01:12 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.093