Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 18:51 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.270 s -1.317
2022-11-15 18:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.238 s -1.658
2022-11-15 19:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.964
2022-11-15 18:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.166
2022-11-15 18:50 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.136 s 0.131
2022-11-15 18:51 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.144 s -0.280
2022-11-15 18:46 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.204 s -0.314
2022-11-15 18:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.158 s -0.289
2022-11-15 18:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.511 s 0.015
2022-11-15 18:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.267 s -1.255
2022-11-15 18:47 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.538 s 0.264
2022-11-15 18:54 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s -0.890
2022-11-15 18:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.569 s -0.495
2022-11-15 19:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.464 s -1.120
2022-11-15 18:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.265 s 0.034
2022-11-15 19:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.199 s -0.580
2022-11-15 18:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.257 s -1.532
2022-11-15 18:49 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s -0.292
2022-11-15 18:53 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.219 s -3.635
2022-11-15 18:54 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.294
2022-11-15 18:55 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.507 s -0.309
2022-11-15 19:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.161 s -1.663
2022-11-15 18:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s -0.131
2022-11-15 18:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.836 s 0.018
2022-11-15 18:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.266 s 0.019
2022-11-15 18:55 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.531 s 0.128
2022-11-15 18:59 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.610 s -0.179
2022-11-15 19:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.870
2022-11-15 18:46 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s -0.256
2022-11-15 18:47 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.870 s 0.668
2022-11-15 18:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.102
2022-11-15 18:48 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.199 s -0.383
2022-11-15 18:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.251
2022-11-15 19:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.446
2022-11-15 19:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.283 s -1.034
2022-11-15 18:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.191 s -0.964
2022-11-15 18:47 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.317 s -0.594
2022-11-15 18:48 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.531 s -0.255
2022-11-15 18:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.967
2022-11-15 18:50 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.139
2022-11-15 18:52 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.080 s -1.350
2022-11-15 18:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.231 s -0.706
2022-11-15 18:53 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.816 s -0.178
2022-11-15 19:05 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.632 s -0.464
2022-11-15 18:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.475 s -0.494
2022-11-15 18:49 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.174 s -0.650
2022-11-15 18:49 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.217 s -0.132
2022-11-15 18:55 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.464 s -0.058
2022-11-15 18:57 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.375
2022-11-15 19:03 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.648 s 0.115
2022-11-15 18:46 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.212
2022-11-15 18:48 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.323 s -0.769
2022-11-15 18:52 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.236 s -0.927
2022-11-15 18:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.179 s -0.579
2022-11-15 18:51 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.462
2022-11-15 18:56 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.134 s 0.121
2022-11-15 18:56 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 0.881
2022-11-15 19:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.278 s -1.940
2022-11-15 19:05 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.150 s 0.509
2022-11-15 18:50 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.375 s -0.533
2022-11-15 19:00 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.152
2022-11-15 19:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.262 s -0.003
2022-11-15 18:50 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.032 s 0.430
2022-11-15 18:54 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.389 s 0.056
2022-11-15 18:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.276 s -0.685
2022-11-15 18:58 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.356 s -0.959
2022-11-15 18:51 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s -0.025
2022-11-15 18:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.181 s 0.756
2022-11-15 18:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.277 s -1.620
2022-11-15 18:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.184 s 0.556
2022-11-15 19:01 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.143 s -0.193
2022-11-15 18:52 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.241 s -0.866
2022-11-15 18:57 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.302 s -0.176
2022-11-15 18:58 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.656 s -0.347
2022-11-15 19:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.211 s -1.333
2022-11-15 19:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.241 s 0.062
2022-11-15 19:01 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.274 s 0.708
2022-11-15 19:02 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.161 s -1.530
2022-11-15 18:53 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.401
2022-11-15 18:54 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.149
2022-11-15 18:58 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.798
2022-11-15 19:04 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.316 s 0.632
2022-11-15 18:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.220 s -0.205
2022-11-15 18:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.296 s 0.118
2022-11-15 18:52 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.168
2022-11-15 18:54 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s -0.095
2022-11-15 18:56 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.951 s -0.157
2022-11-15 18:59 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.129 s 0.586
2022-11-15 19:00 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.982 s -0.644
2022-11-15 19:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s -0.143
2022-11-15 19:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.182 s -1.148
2022-11-15 19:05 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.126 s -0.597
2022-11-15 18:55 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.306
2022-11-15 18:58 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.228 s -1.643
2022-11-15 19:00 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s -0.571
2022-11-15 19:05 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s -0.106
2022-11-15 19:01 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.222
2022-11-15 19:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.183 s -1.363
2022-11-15 19:02 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.512 s -0.350
2022-11-15 19:03 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s -0.288
2022-11-15 19:03 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.159 s -0.920
2022-11-15 19:05 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.866 s 0.018
2022-11-15 19:06 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.062 s -4.561
2022-11-15 19:06 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.155 s -1.135
2022-11-15 19:06 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.658
2022-11-15 19:07 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.170 s -0.649
2022-11-15 19:07 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s -0.434
2022-11-15 19:07 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.186 s -1.427
2022-11-15 19:07 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.351 s -0.721
2022-11-15 19:07 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.970 s -0.137
2022-11-15 19:08 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.170 s -0.337
2022-11-15 19:08 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.651 s -4.279
2022-11-15 19:08 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.138
2022-11-15 19:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s -0.075
2022-11-15 19:08 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.483
2022-11-15 19:09 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.855 s 0.440
2022-11-15 19:08 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s 0.052
2022-11-15 19:09 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.204 s -1.613
2022-11-15 19:09 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.069
2022-11-15 19:13 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s -0.140
2022-11-15 19:21 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.155 s -0.635
2022-11-15 19:22 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.321 s -0.298
2022-11-15 19:10 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.390
2022-11-15 19:13 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.331 s -1.451
2022-11-15 19:17 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.792 s 0.195
2022-11-15 19:10 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.238
2022-11-15 19:20 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.620 s -1.959
2022-11-15 19:11 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.148 s -2.805
2022-11-15 19:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.280 s -1.088
2022-11-15 19:15 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.435
2022-11-15 19:13 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.522
2022-11-15 19:15 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.694
2022-11-15 19:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.580 s 0.057
2022-11-15 19:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.207 s 0.054
2022-11-15 19:13 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.412 s 0.299
2022-11-15 19:14 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.667 s -1.653
2022-11-15 19:15 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.415
2022-11-15 19:21 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.391
2022-11-15 19:15 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.953 s 1.036
2022-11-15 19:16 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.201 s -0.706
2022-11-15 19:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.477 s -0.742
2022-11-15 19:13 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.532 s -1.889
2022-11-15 19:15 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.574 s 0.233
2022-11-15 19:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.234 s -0.755
2022-11-15 19:19 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.775 s 0.282
2022-11-15 19:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.452 s -1.269
2022-11-15 19:14 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.028 s -0.574
2022-11-15 19:18 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.298 s -0.939
2022-11-15 19:21 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.476
2022-11-15 19:10 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.073 s -1.126
2022-11-15 19:21 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.758
2022-11-15 19:21 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s -0.118
2022-11-15 19:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.503
2022-11-15 19:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s 0.104
2022-11-15 19:11 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.194 s -1.335
2022-11-15 19:11 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s -0.175
2022-11-15 19:10 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 0.384
2022-11-15 19:11 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.160 s -1.175
2022-11-15 19:13 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s -0.219
2022-11-15 19:10 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.169 s -1.618
2022-11-15 19:12 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.214 s 0.358
2022-11-15 19:15 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.513
2022-11-15 19:17 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.177 s -0.449
2022-11-15 19:13 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.196 s -0.963
2022-11-15 19:19 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.268 s -1.371
2022-11-15 19:12 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.851 s -0.955
2022-11-15 19:21 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.370
2022-11-15 19:17 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s -0.622
2022-11-15 19:18 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.861
2022-11-15 19:20 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.168 s 0.164
2022-11-15 19:18 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.098 s -0.168
2022-11-15 19:19 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s -0.293
2022-11-15 19:19 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.197 s -0.939
2022-11-15 19:22 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.384 s -0.607