Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 04:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s -0.041
2022-11-23 04:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.881 s 0.357
2022-11-23 04:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.830 s 1.243
2022-11-23 04:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -1.113
2022-11-23 04:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s -0.526
2022-11-23 04:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.557
2022-11-23 04:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.321 s 0.269
2022-11-23 04:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.251 s 1.557
2022-11-23 04:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s 0.107
2022-11-23 04:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.143 s -0.916
2022-11-23 04:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.362 s -1.212
2022-11-23 04:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.141 s 2.038
2022-11-23 04:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.455 s 0.240
2022-11-23 04:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.751
2022-11-23 05:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.168 s 0.265
2022-11-23 05:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s 0.196
2022-11-23 04:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 0.946
2022-11-23 04:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.186 s -0.483
2022-11-23 04:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s -0.284
2022-11-23 05:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.186 s -1.334
2022-11-23 04:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.296
2022-11-23 04:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.264 s 0.078
2022-11-23 04:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.530 s 0.693
2022-11-23 04:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.131 s 1.307
2022-11-23 04:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.255
2022-11-23 04:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.273 s 0.269
2022-11-23 04:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.129 s 0.430
2022-11-23 04:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.459
2022-11-23 04:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.465 s 0.044
2022-11-23 04:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.947 s 1.188
2022-11-23 04:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.212 s -1.862
2022-11-23 04:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.468
2022-11-23 05:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.155 s -0.862
2022-11-23 05:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.079
2022-11-23 05:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.471 s -0.014
2022-11-23 05:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.853 s 1.035
2022-11-23 05:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.322
2022-11-23 04:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.313 s 0.639
2022-11-23 04:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s 0.157
2022-11-23 04:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.180 s -1.230
2022-11-23 04:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.476 s -0.514
2022-11-23 04:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.178 s -0.464
2022-11-23 04:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.458
2022-11-23 04:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.199 s 1.207
2022-11-23 05:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.265 s -0.583
2022-11-23 04:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.438
2022-11-23 04:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 1.200
2022-11-23 04:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.159
2022-11-23 04:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.612 s -0.879
2022-11-23 05:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.256 s -0.513
2022-11-23 05:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.155 s -1.019
2022-11-23 04:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.220 s -0.536
2022-11-23 04:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.540 s 0.217
2022-11-23 04:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s 1.315
2022-11-23 04:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.134 s 1.869
2022-11-23 04:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.219 s 0.115
2022-11-23 04:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.264
2022-11-23 04:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.514 s -0.117
2022-11-23 04:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.563 s 1.791
2022-11-23 04:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.164 s 0.927
2022-11-23 04:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.244 s 1.351
2022-11-23 04:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s -0.460
2022-11-23 04:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.139 s 0.083
2022-11-23 04:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.044 s 0.643
2022-11-23 04:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.147
2022-11-23 04:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.319 s -0.479
2022-11-23 04:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.140
2022-11-23 04:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s 0.288
2022-11-23 04:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.513 s -0.733
2022-11-23 04:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 0.721
2022-11-23 04:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.175
2022-11-23 04:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s -1.040
2022-11-23 04:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.365 s 0.911
2022-11-23 04:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.527 s 0.300
2022-11-23 04:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.061 s 1.004
2022-11-23 04:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.509 s 0.439
2022-11-23 04:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.154 s 0.656
2022-11-23 04:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s 0.185
2022-11-23 04:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.865 s 0.249
2022-11-23 05:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.168 s -0.379
2022-11-23 05:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.134
2022-11-23 04:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.682
2022-11-23 04:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 0.676
2022-11-23 04:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.528 s 1.082
2022-11-23 04:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.180 s 0.367
2022-11-23 04:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.163 s -1.111
2022-11-23 05:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 1.194
2022-11-23 04:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.239
2022-11-23 04:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.268 s -2.295
2022-11-23 04:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.004 s 0.522
2022-11-23 05:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.866
2022-11-23 04:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.105
2022-11-23 04:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.810 s 0.495
2022-11-23 04:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.237
2022-11-23 04:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.950
2022-11-23 04:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.649 s 0.416
2022-11-23 04:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.242 s 0.066
2022-11-23 04:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.644 s 0.130
2022-11-23 04:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.318 s 0.575
2022-11-23 05:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.328 s 0.038
2022-11-23 04:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.172 s -0.907
2022-11-23 04:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s -0.036
2022-11-23 05:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 0.309
2022-11-23 05:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.847 s 0.469
2022-11-23 05:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.314 s -0.670
2022-11-23 04:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 1.128
2022-11-23 04:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.205 s 1.830
2022-11-23 04:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.403
2022-11-23 04:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.155
2022-11-23 04:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.306
2022-11-23 04:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.947 s 0.949
2022-11-23 04:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.226 s -0.407
2022-11-23 05:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s -1.556
2022-11-23 05:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s 0.045
2022-11-23 05:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.600 s 0.047
2022-11-23 05:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.257
2022-11-23 04:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.133 s -0.607
2022-11-23 04:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s -0.002
2022-11-23 04:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.767
2022-11-23 05:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.295 s 1.113
2022-11-23 05:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.576 s -0.097
2022-11-23 04:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.227 s -1.119
2022-11-23 04:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.091
2022-11-23 04:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.282 s -0.471
2022-11-23 05:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.273
2022-11-23 05:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.229 s -0.384
2022-11-23 04:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.262 s -0.134
2022-11-23 04:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.196 s 1.840
2022-11-23 05:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s -0.360
2022-11-23 05:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 0.613
2022-11-23 05:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.050 s -0.034
2022-11-23 05:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.445 s 1.686
2022-11-23 05:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.518 s 1.315
2022-11-23 05:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s 0.003
2022-11-23 05:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.138 s 0.577
2022-11-23 04:56 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.270 s 1.607
2022-11-23 04:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.629 s 0.070
2022-11-23 05:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.966 s 0.504
2022-11-23 05:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.573 s -1.456
2022-11-23 05:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s -0.655
2022-11-23 05:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.145 s 1.003
2022-11-23 05:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s 0.362
2022-11-23 05:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.385
2022-11-23 05:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.775 s 0.443
2022-11-23 05:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s -0.046
2022-11-23 05:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s 0.019
2022-11-23 05:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.379 s 0.532
2022-11-23 05:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.126
2022-11-23 05:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 1.041
2022-11-23 05:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.193 s -0.716
2022-11-23 05:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.278 s -0.076
2022-11-23 05:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.642 s -0.596
2022-11-23 05:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s 0.536
2022-11-23 05:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.350 s 0.009
2022-11-23 05:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.692 s -1.680
2022-11-23 05:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.154 s -0.337
2022-11-23 05:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.150 s 1.461
2022-11-23 05:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s 0.469
2022-11-23 05:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.140 s 0.208
2022-11-23 05:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.200
2022-11-23 05:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.094 s 0.078
2022-11-23 05:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.577 s 0.426
2022-11-23 05:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.478 s -0.660
2022-11-23 05:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.389 s -0.560
2022-11-23 05:06 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s 0.648
2022-11-23 05:08 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s 0.164
2022-11-23 05:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.094 s 0.585
2022-11-23 05:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.167 s 0.289
2022-11-23 05:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.989 s 0.760
2022-11-23 05:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.966 s -1.081
2022-11-23 05:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.847 s -1.185
2022-11-23 05:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.043
2022-11-23 05:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.177 s 1.284
2022-11-23 05:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.207