Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-13 18:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s 0.167
2023-01-13 18:00 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.141 s 1.497
2023-01-13 18:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.157 s -0.690
2023-01-13 18:00 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.173 s -0.912
2023-01-13 18:01 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.207 s -1.411
2023-01-13 18:02 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.868 s 1.494
2023-01-13 18:01 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.310 s 1.736
2023-01-13 18:02 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.246 s -1.019
2023-01-13 18:03 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.796 s 0.319
2023-01-13 18:02 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.200 s 0.637
2023-01-13 18:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.168 s 0.220
2023-01-13 18:02 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.193 s 0.894
2023-01-13 18:02 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.234 s -0.681
2023-01-13 18:02 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.541 s 0.226
2023-01-13 18:02 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.255 s 0.497
2023-01-13 18:02 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.324 s 0.346
2023-01-13 18:03 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.151 s 0.008
2023-01-13 18:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.167 s -0.925
2023-01-13 18:03 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.192 s 0.574
2023-01-13 18:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.170 s -4.511
2023-01-13 18:07 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.513 s -0.371
2023-01-13 18:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.483 s -1.402
2023-01-13 18:03 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.221 s -0.607
2023-01-13 18:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.161 s -0.293
2023-01-13 18:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.059 s 1.150
2023-01-13 18:09 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.202 s -0.669
2023-01-13 18:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.140 s -0.733
2023-01-13 18:07 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.809 s 0.737
2023-01-13 18:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.143 s -0.349
2023-01-13 18:09 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.470 s -0.305
2023-01-13 18:19 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.127 s 1.219
2023-01-13 18:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.179 s 0.166
2023-01-13 18:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.117 s -0.586
2023-01-13 18:14 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.184 s -0.222
2023-01-13 18:24 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.170 s -0.344
2023-01-13 18:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.175 s -0.140
2023-01-13 18:06 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.182 s -1.067
2023-01-13 18:06 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.253 s -0.451
2023-01-13 18:13 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.271 s -0.186
2023-01-13 18:17 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.645 s 0.768
2023-01-13 18:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.997
2023-01-13 18:14 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.995 s -0.384
2023-01-13 18:14 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.213 s -0.768
2023-01-13 18:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.262 s 0.987
2023-01-13 18:06 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.209 s 1.860
2023-01-13 18:09 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.206 s -0.698
2023-01-13 18:11 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.183 s -2.222
2023-01-13 18:11 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.236 s -0.083
2023-01-13 18:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.148 s -0.309
2023-01-13 18:07 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.245 s -2.433
2023-01-13 18:08 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.097 s 0.588
2023-01-13 18:11 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.309 s -0.763
2023-01-13 18:05 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.108 s -2.512
2023-01-13 18:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.247 s 1.139
2023-01-13 18:13 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.230 s -0.480
2023-01-13 18:13 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.610 s 0.877
2023-01-13 18:26 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.220 s -0.623
2023-01-13 18:06 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.188 s -1.181
2023-01-13 18:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.148 s -0.628
2023-01-13 18:10 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.540 s -2.806
2023-01-13 18:14 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.177 s 0.627
2023-01-13 18:16 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.148 s -0.634
2023-01-13 18:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.326 s 0.457
2023-01-13 18:20 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.895 s -1.186
2023-01-13 18:04 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.228 s 0.495
2023-01-13 18:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.272 s -0.657
2023-01-13 18:21 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.154 s -1.070
2023-01-13 18:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.152 s -0.407
2023-01-13 18:24 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.207 s 0.362
2023-01-13 18:08 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.391 s 0.123
2023-01-13 18:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.950 s 1.430
2023-01-13 18:16 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.298 s -0.087
2023-01-13 18:16 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.513 s 0.094
2023-01-13 18:17 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.183 s -0.143
2023-01-13 18:29 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.968 s 0.005
2023-01-13 18:08 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s 1.174
2023-01-13 18:09 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.570 s -2.620
2023-01-13 18:11 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.271 s -0.540
2023-01-13 18:14 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.136 s -0.129
2023-01-13 18:21 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.270 s -1.051
2023-01-13 18:22 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.170 s 0.974
2023-01-13 18:24 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.064 s -0.613
2023-01-13 18:06 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.223 s -0.812
2023-01-13 18:10 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.266 s 1.411
2023-01-13 18:11 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.569 s 0.585
2023-01-13 18:12 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.329 s 0.471
2023-01-13 18:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.535 s -0.367
2023-01-13 18:21 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.179 s -0.990
2023-01-13 18:24 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.853 s 0.531
2023-01-13 18:09 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.239 s -0.056
2023-01-13 18:12 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.653 s 0.608
2023-01-13 18:13 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.205 s -0.138
2023-01-13 18:16 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.165 s -0.977
2023-01-13 18:34 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.571 s 0.129
2023-01-13 18:36 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.323 s -0.150
2023-01-13 18:10 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.278 s 0.481
2023-01-13 18:19 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.170 s -1.441
2023-01-13 18:20 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.002 s 0.509
2023-01-13 18:22 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.494 s 0.482
2023-01-13 18:31 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.753 s 1.391
2023-01-13 18:11 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.233 s -1.072
2023-01-13 18:17 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.145 s -0.129
2023-01-13 18:18 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.150 s 1.556
2023-01-13 18:11 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.279 s 0.402
2023-01-13 18:12 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.189 s 0.118
2023-01-13 18:16 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.224 s 0.263
2023-01-13 18:13 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.301 s -0.936
2023-01-13 18:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.262 s 0.617
2023-01-13 18:16 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.266 s -0.534
2023-01-13 18:17 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.456 s 0.917
2023-01-13 18:17 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.203 s -1.016
2023-01-13 18:19 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.102 s -0.408
2023-01-13 18:15 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.012 s 0.810
2023-01-13 18:17 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.281 s -0.855
2023-01-13 18:21 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.193 s -1.112
2023-01-13 18:21 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.975 s -0.022
2023-01-13 18:25 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.448 s 0.288
2023-01-13 18:25 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.196 s -1.515
2023-01-13 18:15 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.244 s 0.063
2023-01-13 18:26 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.855 s -0.302
2023-01-13 18:29 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.257 s 0.135
2023-01-13 18:34 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.166 s -0.153
2023-01-13 18:16 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.187 s -1.325
2023-01-13 18:18 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.473 s -2.184
2023-01-13 18:19 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.302 s -1.807
2023-01-13 18:21 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.360 s -0.456
2023-01-13 18:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.995 s -0.971
2023-01-13 18:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.228 s 0.834
2023-01-13 18:36 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.170 s -0.333
2023-01-13 18:19 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.222 s 0.227
2023-01-13 18:26 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.212 s 0.634
2023-01-13 18:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.173 s 0.267
2023-01-13 18:29 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.336 s -0.370
2023-01-13 18:21 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.263 s -0.730
2023-01-13 18:25 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.074 s 1.497
2023-01-13 18:27 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.696 s -0.619
2023-01-13 18:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.147 s -0.442
2023-01-13 18:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s 2.704
2023-01-13 18:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.182 s 0.486
2023-01-13 18:33 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.275 s -0.722
2023-01-13 18:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.207 s 0.036
2023-01-13 18:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.158 s -0.924
2023-01-13 18:34 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.323 s -1.358
2023-01-13 18:34 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.601 s 0.044
2023-01-13 18:36 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.388 s -0.692
2023-01-13 18:23 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.211 s -0.407
2023-01-13 18:26 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s 0.939
2023-01-13 18:31 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.138 s 1.174
2023-01-13 18:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.234 s 0.761
2023-01-13 18:36 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.157 s 0.432
2023-01-13 18:23 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.474 s 0.093
2023-01-13 18:25 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.238 s 1.490
2023-01-13 18:25 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.157 s -1.831
2023-01-13 18:28 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.326 s -0.627
2023-01-13 18:29 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.187 s -1.606
2023-01-13 18:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.088 s 1.226
2023-01-13 18:24 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.137 s -0.388
2023-01-13 18:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.137 s -0.385
2023-01-13 18:33 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.094 s 0.484
2023-01-13 18:24 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.153 s 0.161
2023-01-13 18:25 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.152 s -0.498
2023-01-13 18:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.149 s 0.598
2023-01-13 18:30 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.571 s 1.406
2023-01-13 18:33 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.777 s 0.960
2023-01-13 18:28 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.531 s 0.238
2023-01-13 18:29 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.589 s -1.659
2023-01-13 18:32 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.179 s 0.327
2023-01-13 18:29 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.228 s -0.564
2023-01-13 18:34 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.499 s -0.839
2023-01-13 18:36 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.192 s -0.856
2023-01-13 18:32 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.299 s 0.548
2023-01-13 18:35 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.134 s 2.098
2023-01-13 18:36 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.139 s -0.078
2023-01-13 18:36 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.358 s 1.140