Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 21:50 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.143 s -0.492
2023-01-17 21:50 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.156 s 0.205
2023-01-17 21:50 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.172 s 0.211
2023-01-17 21:51 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.311 s 1.353
2023-01-17 21:50 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.204 s 2.547
2023-01-17 21:51 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.553 s -0.999
2023-01-17 21:52 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.202 s -0.275
2023-01-17 21:51 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.882 s 0.831
2023-01-17 21:52 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.195 s -0.566
2023-01-17 21:53 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.815 s -1.620
2023-01-17 21:52 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.234 s 0.134
2023-01-17 21:52 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.607 s -1.126
2023-01-17 21:52 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.256 s 0.034
2023-01-17 21:53 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.163 s -0.704
2023-01-17 21:52 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.326 s -0.138
2023-01-17 21:52 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.247 s -1.223
2023-01-17 21:53 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.194 s -1.092
2023-01-17 21:53 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.161 s 0.854
2023-01-17 21:53 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.168 s 0.058
2023-01-17 21:53 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.221 s -0.245
2023-01-17 21:53 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.266 s -0.888
2023-01-17 21:53 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.482 s -0.383
2023-01-17 21:54 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.140 s 0.154
2023-01-17 21:54 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.098 s -1.584
2023-01-17 21:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.166 s 0.304
2023-01-17 21:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.149 s -0.903
2023-01-17 21:54 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.233 s -0.729
2023-01-17 21:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.272 s -0.717
2023-01-17 21:55 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.174 s 0.603
2023-01-17 21:55 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.249 s -0.925
2023-01-17 21:56 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.238 s -0.751
2023-01-17 21:56 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.087 s -1.168
2023-01-17 21:56 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.188 s -0.632
2023-01-17 21:56 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.253 s -0.155
2023-01-17 21:56 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.183 s -1.042
2023-01-17 21:56 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.223 s -0.764
2023-01-17 21:56 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.242 s 0.755
2023-01-17 21:57 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.521 s -0.367
2023-01-17 21:58 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.114 s -0.366
2023-01-17 21:57 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.821 s -0.742
2023-01-17 21:58 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.118 s -1.142
2023-01-17 21:57 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.156 s -0.654
2023-01-17 21:58 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.166 s 1.225
2023-01-17 21:58 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.148 s 0.143
2023-01-17 21:58 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s 1.001
2023-01-17 21:58 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.392 s 0.182
2023-01-17 21:59 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.516 s -0.029
2023-01-17 21:59 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.238 s 0.734
2023-01-17 21:59 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.469 s 0.539
2023-01-17 21:59 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.268 s -0.103
2023-01-17 21:59 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.202 s -0.494
2023-01-17 22:00 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.280 s -0.418
2023-01-17 21:59 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.204 s 1.636
2023-01-17 22:00 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.542 s -0.669
2023-01-17 22:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.231 s 0.684
2023-01-17 22:00 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.962 s -1.130
2023-01-17 22:01 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.191 s -1.017
2023-01-17 22:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.309 s -0.049
2023-01-17 22:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.580 s -0.502
2023-01-17 22:01 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.280 s -0.098
2023-01-17 22:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.239 s -0.369
2023-01-17 22:01 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.272 s -0.686
2023-01-17 22:02 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.656 s -0.420
2023-01-17 22:02 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.189 s 0.173
2023-01-17 22:02 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.405 s -0.983
2023-01-17 22:02 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.230 s 0.539
2023-01-17 22:03 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.271 s -0.019
2023-01-17 22:03 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.204 s 0.611
2023-01-17 22:03 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.300 s 0.264
2023-01-17 22:03 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.628 s -1.467
2023-01-17 22:04 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.146 s -1.264
2023-01-17 22:04 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.179 s -0.032
2023-01-17 22:04 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.212 s 0.368
2023-01-17 22:04 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.021 s 0.059
2023-01-17 22:04 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.183 s 0.163
2023-01-17 22:04 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.244 s 0.528
2023-01-17 22:05 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.534 s 0.019
2023-01-17 22:06 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.186 s 0.081
2023-01-17 22:06 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.224 s 0.285
2023-01-17 22:05 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.031 s -1.037
2023-01-17 22:06 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.148 s -0.023
2023-01-17 22:06 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.338 s -0.877
2023-01-17 22:07 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.742 s -1.442
2023-01-17 22:05 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.265 s -1.326
2023-01-17 22:06 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.267 s -1.246
2023-01-17 22:07 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.465 s 0.031
2023-01-17 22:09 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.326 s -0.877
2023-01-17 22:11 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.155 s -0.822
2023-01-17 22:07 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.145 s 0.137
2023-01-17 22:08 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.481 s -0.785
2023-01-17 22:09 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.297 s -0.169
2023-01-17 22:11 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.284 s -0.527
2023-01-17 22:11 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.008 s -1.370
2023-01-17 22:13 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.631 s -0.610
2023-01-17 22:07 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.281 s -0.274
2023-01-17 22:06 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.164 s 0.196
2023-01-17 22:07 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.205 s -0.916
2023-01-17 22:08 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.433 s -1.231
2023-01-17 22:09 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.167 s -0.017
2023-01-17 22:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.107 s -1.217
2023-01-17 22:11 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.366 s -1.562
2023-01-17 22:14 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.155 s 0.123
2023-01-17 22:06 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.518 s 0.028
2023-01-17 22:09 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.129 s -0.209
2023-01-17 22:09 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.224 s 0.195
2023-01-17 22:13 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.153 s -0.371
2023-01-17 22:07 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.184 s -0.508
2023-01-17 22:10 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.895 s -0.507
2023-01-17 22:11 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.192 s 0.461
2023-01-17 22:11 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.264 s -0.184
2023-01-17 22:08 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.177 s 0.161
2023-01-17 22:10 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.646 s -1.229
2023-01-17 22:11 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.180 s -0.716
2023-01-17 22:12 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.220 s -1.523
2023-01-17 22:15 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.240 s 0.237
2023-01-17 22:13 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.481 s -0.566
2023-01-17 22:14 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.087 s -0.650
2023-01-17 22:14 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.136 s 1.052
2023-01-17 22:14 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.170 s -0.391
2023-01-17 22:15 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.208 s 0.076
2023-01-17 22:18 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.198 s 0.219
2023-01-17 22:18 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.543 s -0.811
2023-01-17 22:13 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.209 s -0.665
2023-01-17 22:13 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.147 s 0.909
2023-01-17 22:15 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.127 s -0.476
2023-01-17 22:16 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.157 s -0.653
2023-01-17 22:19 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.979 s 0.095
2023-01-17 22:19 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.337 s -0.444
2023-01-17 22:20 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.970 s -0.036
2023-01-17 22:14 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.858 s 0.028
2023-01-17 22:17 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.852 s 1.066
2023-01-17 22:13 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.180 s 0.081
2023-01-17 22:15 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.151 s 0.774
2023-01-17 22:13 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.212 s 0.035
2023-01-17 22:15 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s 0.929
2023-01-17 22:15 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.152 s -0.212
2023-01-17 22:16 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.221 s -0.599
2023-01-17 22:17 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.173 s 0.510
2023-01-17 22:19 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.260 s -1.597
2023-01-17 22:15 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.194 s 0.807
2023-01-17 22:16 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.283 s -0.669
2023-01-17 22:16 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.268 s -1.813
2023-01-17 22:17 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.361 s 0.711
2023-01-17 22:17 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.137 s 0.141
2023-01-17 22:18 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.327 s -1.042
2023-01-17 22:19 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.592 s -1.498
2023-01-17 22:19 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.229 s -1.016
2023-01-17 22:22 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.918 s -0.424
2023-01-17 22:17 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.151 s -0.927
2023-01-17 22:20 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.613 s -1.645
2023-01-17 22:24 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.321 s 0.311
2023-01-17 22:19 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.187 s -0.474
2023-01-17 22:21 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.240 s -0.851
2023-01-17 22:22 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.179 s 0.550
2023-01-17 22:22 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.184 s -0.275
2023-01-17 22:22 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.303 s -1.877
2023-01-17 22:22 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.237 s -0.469
2023-01-17 22:24 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.276 s -0.305
2023-01-17 22:24 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.487 s 2.178
2023-01-17 22:24 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.579 s -0.162
2023-01-17 22:22 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.229 s 0.116
2023-01-17 22:22 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.114 s -0.490
2023-01-17 22:24 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.202 s 0.182
2023-01-17 22:24 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.597 s 0.056
2023-01-17 22:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.170 s 0.089
2023-01-17 22:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.192 s -0.017
2023-01-17 22:26 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.390 s -0.808
2023-01-17 22:23 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.788 s -1.271
2023-01-17 22:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.158 s -0.412
2023-01-17 22:25 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.188 s -0.509
2023-01-17 22:27 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.428 s -1.238
2023-01-17 22:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.136 s 0.370
2023-01-17 22:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.142 s -2.730
2023-01-17 22:26 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.325 s -1.206