Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-22 20:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.264
2022-11-22 20:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s 0.289
2022-11-22 20:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.544 s -0.263
2022-11-22 20:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.155 s -0.226
2022-11-22 20:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.117
2022-11-22 20:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.880 s 0.408
2022-11-22 20:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.313 s 0.602
2022-11-22 20:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.243 s -1.522
2022-11-22 20:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.189 s 0.469
2022-11-22 20:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.231 s -0.135
2022-11-22 20:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.836 s -0.118
2022-11-22 20:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.530 s 0.143
2022-11-22 20:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 1.001
2022-11-22 20:41 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.414
2022-11-22 20:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.814
2022-11-22 20:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s -0.221
2022-11-22 20:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.160 s 1.022
2022-11-22 20:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.123
2022-11-22 20:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.294
2022-11-22 20:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.471 s 0.489
2022-11-22 20:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 1.411
2022-11-22 20:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.336
2022-11-22 20:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.367 s 0.681
2022-11-22 20:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.838
2022-11-22 20:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.268 s 0.318
2022-11-22 20:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.177 s 0.433
2022-11-22 20:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.123 s -2.189
2022-11-22 20:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.508 s 0.543
2022-11-22 20:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.757
2022-11-22 20:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.142 s 0.866
2022-11-22 20:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 1.153
2022-11-22 20:44 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.750
2022-11-22 20:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.235 s 1.403
2022-11-22 20:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.217 s 0.404
2022-11-22 20:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.066 s 0.395
2022-11-22 20:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.239 s -0.818
2022-11-22 20:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s 0.171
2022-11-22 20:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.180 s 1.029
2022-11-22 20:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s 0.396
2022-11-22 20:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.112 s 0.341
2022-11-22 20:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 1.003
2022-11-22 20:47 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.044
2022-11-22 20:47 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.819 s -0.653
2022-11-22 20:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.106 s 0.396
2022-11-22 20:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.534
2022-11-22 20:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.582
2022-11-22 20:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.118 s 0.123
2022-11-22 20:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -0.587
2022-11-22 20:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.261 s 0.177
2022-11-22 20:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.290
2022-11-22 20:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.879
2022-11-22 20:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.515 s -0.195
2022-11-22 20:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.599
2022-11-22 20:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.529 s 0.632
2022-11-22 20:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 0.925
2022-11-22 20:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.531 s 0.418
2022-11-22 20:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.263 s 1.545
2022-11-22 20:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s 0.192
2022-11-22 21:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.406
2022-11-22 21:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s 0.039
2022-11-22 20:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.199 s -0.856
2022-11-22 21:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.230
2022-11-22 21:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.132 s 0.315
2022-11-22 21:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.176 s -0.681
2022-11-22 21:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.984 s 0.950
2022-11-22 20:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.650 s 0.323
2022-11-22 20:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.565 s 1.225
2022-11-22 20:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.224 s 1.295
2022-11-22 20:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.355
2022-11-22 20:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.196 s -0.151
2022-11-22 21:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.507 s 0.313
2022-11-22 20:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.494
2022-11-22 20:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.975 s -0.072
2022-11-22 20:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.648 s 0.123
2022-11-22 20:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.430
2022-11-22 20:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.133 s -0.785
2022-11-22 20:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s -0.347
2022-11-22 20:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.507 s 1.519
2022-11-22 21:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.353
2022-11-22 20:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.952 s -0.127
2022-11-22 20:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.300 s 0.616
2022-11-22 20:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.862 s 1.536
2022-11-22 21:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s 1.074
2022-11-22 21:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.471 s 0.092
2022-11-22 21:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.802
2022-11-22 21:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.150 s 1.685
2022-11-22 20:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.284
2022-11-22 20:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.398
2022-11-22 21:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.969 s 0.201
2022-11-22 21:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.856 s 0.401
2022-11-22 20:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.208
2022-11-22 20:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.612 s -0.778
2022-11-22 20:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.208 s 1.072
2022-11-22 20:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.095
2022-11-22 20:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.148 s -0.650
2022-11-22 20:55 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.317
2022-11-22 20:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.452 s 0.631
2022-11-22 20:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s -0.135
2022-11-22 20:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.143 s -1.009
2022-11-22 20:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.265 s -0.225
2022-11-22 20:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.178 s 2.140
2022-11-22 20:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s 0.044
2022-11-22 21:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.517 s 1.475
2022-11-22 21:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.592 s -0.929
2022-11-22 21:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s -0.027
2022-11-22 20:52 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.201 s 0.004
2022-11-22 20:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s 0.087
2022-11-22 21:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.166 s 2.204
2022-11-22 21:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.205 s 1.268
2022-11-22 21:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.049 s 0.007
2022-11-22 20:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.721
2022-11-22 20:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.322 s 1.297
2022-11-22 20:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.157 s 1.422
2022-11-22 20:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.075
2022-11-22 21:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.142 s 1.411
2022-11-22 21:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.147 s 1.403
2022-11-22 20:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 1.118
2022-11-22 21:02 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.560
2022-11-22 21:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.433
2022-11-22 21:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s 0.784
2022-11-22 20:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.157 s -0.495
2022-11-22 20:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.280 s 0.636
2022-11-22 21:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.507
2022-11-22 21:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.830 s -0.834
2022-11-22 21:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.104 s -1.255
2022-11-22 20:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.320 s 0.243
2022-11-22 21:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.173 s -0.684
2022-11-22 21:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.106 s -0.592
2022-11-22 21:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.757 s -0.937
2022-11-22 21:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.579 s -0.109
2022-11-22 21:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.177 s 1.614
2022-11-22 20:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.736
2022-11-22 20:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.274 s -0.081
2022-11-22 21:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.345 s 2.340
2022-11-22 21:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.120
2022-11-22 21:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.318 s 0.711
2022-11-22 20:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.648
2022-11-22 21:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.027 s -1.476
2022-11-22 21:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.203
2022-11-22 21:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 1.272
2022-11-22 20:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.627 s 0.532
2022-11-22 21:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.196 s -1.147
2022-11-22 21:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.165 s -0.422
2022-11-22 21:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.780 s -0.177
2022-11-22 21:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.599 s 0.097
2022-11-22 21:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 1.335
2022-11-22 21:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 1.012
2022-11-22 21:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 0.369
2022-11-22 21:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.848 s 0.150
2022-11-22 21:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s 0.437
2022-11-22 21:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.250 s 1.681
2022-11-22 21:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.438
2022-11-22 21:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.170
2022-11-22 21:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.855
2022-11-22 21:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s 0.550
2022-11-22 21:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.577 s 0.093
2022-11-22 21:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 1.002
2022-11-22 21:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.424
2022-11-22 21:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.210 s 0.713
2022-11-22 21:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.530
2022-11-22 21:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s 0.083
2022-11-22 21:15 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.273
2022-11-22 21:15 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.379 s 0.505
2022-11-22 21:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.476 s -0.313
2022-11-22 21:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.378 s 0.058
2022-11-22 21:13 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.153 s 0.248
2022-11-22 21:13 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -0.450
2022-11-22 21:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.166 s 0.398
2022-11-22 21:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s 0.504
2022-11-22 21:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.959 s 0.340
2022-11-22 21:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.296 s 0.371
2022-11-22 21:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.292
2022-11-22 21:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 1.020
2022-11-22 21:13 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.311 s 1.442