Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-16 06:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 1.069
2022-11-16 06:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.269 s -0.193
2022-11-16 06:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.102
2022-11-16 06:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.178 s -0.947
2022-11-16 06:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.241
2022-11-16 06:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.262 s 0.124
2022-11-16 06:35 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.894 s -0.237
2022-11-16 06:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.164 s 1.088
2022-11-16 06:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s 0.023
2022-11-16 06:34 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s 0.055
2022-11-16 06:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.400
2022-11-16 06:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.859
2022-11-16 06:36 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.838 s -0.392
2022-11-16 06:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s -0.310
2022-11-16 06:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.196 s 1.161
2022-11-16 06:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.274 s -0.228
2022-11-16 06:42 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s -0.580
2022-11-16 06:38 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.430
2022-11-16 06:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s -0.014
2022-11-16 06:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.545 s -0.716
2022-11-16 06:35 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.517 s 0.436
2022-11-16 06:36 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.324 s -1.288
2022-11-16 06:38 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.060 s -0.192
2022-11-16 06:36 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 1.007
2022-11-16 06:39 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.217 s 0.394
2022-11-16 06:41 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.111 s -0.087
2022-11-16 06:37 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.473 s -0.173
2022-11-16 06:42 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.512 s -0.386
2022-11-16 06:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.263
2022-11-16 06:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.237 s 0.406
2022-11-16 06:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s -0.103
2022-11-16 06:39 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.238 s -0.972
2022-11-16 06:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.245
2022-11-16 06:34 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.169 s 0.258
2022-11-16 06:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.196 s 0.110
2022-11-16 06:35 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.362
2022-11-16 06:37 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.372 s -0.023
2022-11-16 06:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.135 s 0.710
2022-11-16 06:38 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.145 s -1.203
2022-11-16 06:33 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.121
2022-11-16 06:39 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.078 s -1.092
2022-11-16 06:42 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.198 s 0.884
2022-11-16 06:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s -0.255
2022-11-16 06:35 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s -0.241
2022-11-16 06:36 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.188 s 0.844
2022-11-16 06:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s -0.026
2022-11-16 06:41 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 0.326
2022-11-16 06:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.140 s 0.793
2022-11-16 06:41 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.439 s -4.410
2022-11-16 06:42 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.466 s -1.110
2022-11-16 06:39 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.180 s 1.175
2022-11-16 06:40 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.511 s 0.053
2022-11-16 06:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.265 s -0.149
2022-11-16 06:40 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.811 s 0.581
2022-11-16 06:43 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.533 s -0.198
2022-11-16 06:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s 0.277
2022-11-16 06:44 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.457
2022-11-16 06:44 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.127 s 0.090
2022-11-16 06:43 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.954 s -0.632
2022-11-16 06:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.271 s 0.921
2022-11-16 06:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.568 s -0.147
2022-11-16 06:44 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.302 s -0.001
2022-11-16 06:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.334
2022-11-16 06:45 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.336 s -0.102
2022-11-16 06:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.588
2022-11-16 06:46 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.201 s 0.037
2022-11-16 06:45 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.648 s 0.631
2022-11-16 06:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.604 s 0.704
2022-11-16 06:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.877
2022-11-16 06:46 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s -0.822
2022-11-16 06:49 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.151 s -1.235
2022-11-16 06:47 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.141 s -2.700
2022-11-16 06:47 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.852
2022-11-16 06:47 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.956 s 0.273
2022-11-16 06:47 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.207 s 1.441
2022-11-16 06:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.110
2022-11-16 06:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.147
2022-11-16 06:48 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.529 s 0.376
2022-11-16 06:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.301 s -0.042
2022-11-16 06:50 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.140 s 0.753
2022-11-16 06:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.273 s 0.281
2022-11-16 06:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.864 s 0.487
2022-11-16 06:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s -0.089
2022-11-16 06:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.079 s 0.835
2022-11-16 06:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.159 s 0.446
2022-11-16 06:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.222 s -1.445
2022-11-16 06:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.211
2022-11-16 06:49 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.512 s -0.269
2022-11-16 06:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 0.307
2022-11-16 06:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -0.375
2022-11-16 06:58 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.191 s 0.152
2022-11-16 06:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.228 s -0.299
2022-11-16 07:04 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.128 s 0.875
2022-11-16 06:53 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.280 s 0.922
2022-11-16 06:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s 0.040
2022-11-16 06:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.459 s -0.351
2022-11-16 06:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.645 s 0.126
2022-11-16 06:50 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 0.400
2022-11-16 06:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.319 s 0.344
2022-11-16 06:52 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.160 s -0.704
2022-11-16 06:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.419
2022-11-16 06:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.764
2022-11-16 06:50 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.268 s 1.517
2022-11-16 06:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.192
2022-11-16 06:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.254 s 0.264
2022-11-16 06:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.182
2022-11-16 06:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.849 s -0.044
2022-11-16 06:50 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.567
2022-11-16 06:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.008 s 0.194
2022-11-16 06:54 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.599
2022-11-16 06:57 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.869 s -1.417
2022-11-16 07:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.102 s -1.113
2022-11-16 07:06 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.779 s -0.124
2022-11-16 06:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.007
2022-11-16 06:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.237 s 0.618
2022-11-16 07:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.024
2022-11-16 06:57 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.234
2022-11-16 06:58 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 0.358
2022-11-16 07:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.848
2022-11-16 06:51 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s -0.268
2022-11-16 06:59 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.135
2022-11-16 07:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.374 s 0.015
2022-11-16 06:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.217 s 1.230
2022-11-16 06:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s 0.247
2022-11-16 07:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.602 s -0.451
2022-11-16 06:51 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.152 s -0.060
2022-11-16 06:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.192 s -0.306
2022-11-16 06:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s -0.089
2022-11-16 06:56 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.503 s 0.220
2022-11-16 06:57 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s 0.075
2022-11-16 07:01 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.515 s 1.711
2022-11-16 06:56 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s -0.490
2022-11-16 06:58 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.447 s 0.944
2022-11-16 07:01 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.193 s 0.931
2022-11-16 07:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s 0.098
2022-11-16 07:00 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.653 s -0.603
2022-11-16 06:54 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.966 s 0.385
2022-11-16 07:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.343
2022-11-16 07:03 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.961 s -0.157
2022-11-16 07:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.227 s -0.770
2022-11-16 07:08 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.544
2022-11-16 06:54 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.140 s -0.317
2022-11-16 07:02 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.393
2022-11-16 07:06 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.109 s 0.798
2022-11-16 06:55 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.179 s -1.887
2022-11-16 06:56 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s -0.115
2022-11-16 06:57 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.037 s 0.277
2022-11-16 07:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.766
2022-11-16 07:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -0.739
2022-11-16 07:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s -0.373
2022-11-16 07:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s -0.687
2022-11-16 06:52 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.126 s -0.467
2022-11-16 06:53 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.629 s 0.222
2022-11-16 07:03 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.583 s -0.709
2022-11-16 07:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.698
2022-11-16 07:07 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.476 s -0.496
2022-11-16 07:07 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.573 s 0.124
2022-11-16 06:58 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.142 s 1.741
2022-11-16 06:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.199
2022-11-16 06:59 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.401
2022-11-16 07:02 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.029 s -0.650
2022-11-16 07:05 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.811 s -0.331
2022-11-16 07:05 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.295 s 0.645
2022-11-16 07:08 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.148 s 1.174
2022-11-16 07:00 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.145 s 0.862
2022-11-16 07:01 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.328 s 0.114
2022-11-16 07:00 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.170 s 0.528
2022-11-16 07:02 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.771 s -2.415
2022-11-16 07:05 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.233 s -0.292
2022-11-16 07:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.413
2022-11-16 07:08 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.014
2022-11-16 07:02 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s -0.422
2022-11-16 07:09 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s 0.116
2022-11-16 07:09 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.635