Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-14 16:57 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 1.156
2022-11-14 16:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s -0.221
2022-11-14 17:06 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.296 s 0.430
2022-11-14 17:07 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.133 s -0.392
2022-11-14 17:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.417
2022-11-14 17:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.575 s 0.099
2022-11-14 17:04 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.125 s 0.129
2022-11-14 17:07 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.965 s -0.349
2022-11-14 17:09 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.385 s -2.715
2022-11-14 17:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s -0.521
2022-11-14 17:21 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.524 s -0.010
2022-11-14 16:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s -0.044
2022-11-14 16:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.191 s -0.064
2022-11-14 16:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.820
2022-11-14 16:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s -0.420
2022-11-14 16:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.836 s 0.003
2022-11-14 16:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s 0.381
2022-11-14 16:58 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s 0.445
2022-11-14 17:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.641
2022-11-14 16:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.317 s -0.675
2022-11-14 16:54 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.858 s 1.246
2022-11-14 16:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 1.106
2022-11-14 16:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.966
2022-11-14 17:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.144 s 0.258
2022-11-14 17:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 1.033
2022-11-14 17:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s -0.348
2022-11-14 16:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s -0.014
2022-11-14 16:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s -0.159
2022-11-14 17:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.080
2022-11-14 17:02 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.558 s -2.445
2022-11-14 17:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.304 s -1.042
2022-11-14 17:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.624 s -2.125
2022-11-14 17:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.265
2022-11-14 16:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s -0.284
2022-11-14 16:59 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.068 s 0.079
2022-11-14 16:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 1.045
2022-11-14 17:05 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.335 s -0.298
2022-11-14 17:06 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.265 s -0.474
2022-11-14 17:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.182 s -1.248
2022-11-14 17:12 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.151 s 0.383
2022-11-14 17:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s -0.077
2022-11-14 16:59 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.234 s -0.751
2022-11-14 16:59 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.178 s 0.269
2022-11-14 17:01 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.208
2022-11-14 17:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.198 s 1.767
2022-11-14 17:08 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.147 s -0.621
2022-11-14 17:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s -0.581
2022-11-14 17:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.126 s -0.726
2022-11-14 17:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.201 s 0.424
2022-11-14 16:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s -0.626
2022-11-14 16:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.038 s 0.081
2022-11-14 17:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.087 s 0.363
2022-11-14 17:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.275 s -0.942
2022-11-14 17:07 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s -0.577
2022-11-14 17:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.870 s -0.774
2022-11-14 17:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.258
2022-11-14 17:03 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.534 s -0.349
2022-11-14 17:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s 0.426
2022-11-14 17:00 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.510 s 0.202
2022-11-14 17:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.080
2022-11-14 17:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.194 s -0.430
2022-11-14 17:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.265 s -0.531
2022-11-14 16:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.381 s -1.208
2022-11-14 17:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.175 s 0.051
2022-11-14 17:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.453 s 0.386
2022-11-14 17:13 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.001 s 0.791
2022-11-14 17:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.601
2022-11-14 17:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s -0.478
2022-11-14 16:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.323 s -0.859
2022-11-14 16:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s -0.093
2022-11-14 16:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.475 s -0.667
2022-11-14 17:05 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.211
2022-11-14 17:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.513 s -0.654
2022-11-14 17:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 0.188
2022-11-14 16:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.166 s -0.047
2022-11-14 17:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.393
2022-11-14 17:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.271 s 0.324
2022-11-14 17:13 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.138 s -0.225
2022-11-14 17:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s -0.405
2022-11-14 17:26 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.781 s -0.383
2022-11-14 16:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.451
2022-11-14 17:02 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.465 s -0.475
2022-11-14 17:02 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.287
2022-11-14 17:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.229 s 0.309
2022-11-14 17:05 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.654 s -0.001
2022-11-14 17:07 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.182 s 0.114
2022-11-14 17:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.342
2022-11-14 17:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.184
2022-11-14 17:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.097 s -0.142
2022-11-14 17:27 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.615 s -2.759
2022-11-14 17:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.134 s 1.035
2022-11-14 16:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.540 s -0.023
2022-11-14 16:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.530 s -0.371
2022-11-14 16:56 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s -1.138
2022-11-14 17:02 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.234 s -0.054
2022-11-14 17:10 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.163 s -1.254
2022-11-14 17:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.391
2022-11-14 16:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.196 s 1.319
2022-11-14 17:04 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.534
2022-11-14 17:05 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.569
2022-11-14 17:11 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.325 s -0.402
2022-11-14 17:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s 0.466
2022-11-14 17:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.240 s 0.174
2022-11-14 17:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s -0.159
2022-11-14 17:21 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.033 s -0.604
2022-11-14 17:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s -0.262
2022-11-14 17:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.818
2022-11-14 16:53 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.170 s -0.115
2022-11-14 17:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.023
2022-11-14 17:04 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.566 s 0.104
2022-11-14 17:09 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.396
2022-11-14 17:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.183 s 0.186
2022-11-14 17:17 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.024 s 0.460
2022-11-14 17:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.280 s -1.086
2022-11-14 17:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.198 s 1.147
2022-11-14 17:24 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.634
2022-11-14 17:00 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.815 s 0.124
2022-11-14 17:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.591
2022-11-14 17:15 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.176 s -1.360
2022-11-14 17:17 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.862 s -0.326
2022-11-14 17:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s -0.270
2022-11-14 17:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.845 s 0.685
2022-11-14 17:22 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.963 s -0.761
2022-11-14 16:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s 0.621
2022-11-14 16:56 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.274 s 0.114
2022-11-14 17:03 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.953 s -0.671
2022-11-14 17:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.353 s -1.850
2022-11-14 17:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.586
2022-11-14 17:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.304
2022-11-14 17:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.592
2022-11-14 16:58 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.266 s 1.622
2022-11-14 16:59 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.145
2022-11-14 17:01 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s -0.463
2022-11-14 17:08 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.533 s -0.770
2022-11-14 17:10 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.659 s 0.092
2022-11-14 17:12 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s -0.424
2022-11-14 17:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.115
2022-11-14 17:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.611
2022-11-14 17:26 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.481 s -1.830
2022-11-14 17:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s -0.471
2022-11-14 17:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.378 s -0.302
2022-11-14 17:09 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -0.445
2022-11-14 17:10 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s -0.059
2022-11-14 17:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s 0.168
2022-11-14 17:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s 0.003
2022-11-14 17:20 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.330 s -0.533
2022-11-14 17:12 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.324
2022-11-14 17:15 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.136
2022-11-14 17:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.601
2022-11-14 17:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.149 s 0.646
2022-11-14 17:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.425
2022-11-14 17:25 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s -0.503
2022-11-14 17:26 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s -0.576
2022-11-14 17:14 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s -0.063
2022-11-14 17:16 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.207 s -0.529
2022-11-14 17:24 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.794 s -0.036
2022-11-14 17:29 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.708
2022-11-14 17:14 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.974 s -0.847
2022-11-14 17:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.092 s 0.173
2022-11-14 17:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.548 s -0.268
2022-11-14 17:22 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.372 s 0.757
2022-11-14 17:27 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.174 s -0.389
2022-11-14 17:15 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.510 s -0.126
2022-11-14 17:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s -0.214
2022-11-14 17:20 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s -0.117
2022-11-14 17:28 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.169 s -1.131
2022-11-14 17:18 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s -0.535
2022-11-14 17:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.332 s -1.114
2022-11-14 17:29 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s -0.285
2022-11-14 17:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.580 s -0.676
2022-11-14 17:23 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.126 s 0.922
2022-11-14 17:25 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.191
2022-11-14 17:26 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.208 s -1.500
2022-11-14 17:28 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.152 s 1.001