Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 11:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.893 s -0.156
2022-11-15 11:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s -0.553
2022-11-15 11:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.168 s -0.158
2022-11-15 11:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.218 s -0.215
2022-11-15 11:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.683
2022-11-15 11:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 1.121
2022-11-15 11:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.540 s -0.620
2022-11-15 11:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.859
2022-11-15 11:53 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.272 s 0.467
2022-11-15 11:55 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.652 s 0.103
2022-11-15 11:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.318 s -0.901
2022-11-15 11:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s -0.192
2022-11-15 11:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.627
2022-11-15 11:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.194 s 0.540
2022-11-15 11:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s -0.433
2022-11-15 11:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.270 s -1.036
2022-11-15 11:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.254 s 0.145
2022-11-15 11:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.203 s -0.187
2022-11-15 11:49 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.072 s -0.421
2022-11-15 11:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.356
2022-11-15 11:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.472 s -0.087
2022-11-15 11:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.211 s 1.084
2022-11-15 11:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.542 s -0.248
2022-11-15 11:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.508 s 0.443
2022-11-15 11:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.864
2022-11-15 11:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.387 s 0.191
2022-11-15 11:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.183
2022-11-15 11:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.604
2022-11-15 11:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.173 s -0.895
2022-11-15 11:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.152 s -0.148
2022-11-15 11:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.390
2022-11-15 11:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s -0.559
2022-11-15 11:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.648
2022-11-15 11:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s -0.259
2022-11-15 11:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.807
2022-11-15 11:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s 1.442
2022-11-15 11:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.836 s -0.115
2022-11-15 11:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.498
2022-11-15 11:52 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.497 s -0.017
2022-11-15 11:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s -0.519
2022-11-15 12:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.322 s -0.009
2022-11-15 12:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.157 s 1.199
2022-11-15 12:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s -0.128
2022-11-15 12:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.084 s -1.485
2022-11-15 12:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.279 s -0.683
2022-11-15 11:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.033 s 0.337
2022-11-15 11:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.468 s -2.696
2022-11-15 11:53 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.223 s 1.209
2022-11-15 11:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.567 s -0.010
2022-11-15 11:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.501
2022-11-15 11:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.371 s 0.017
2022-11-15 11:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.531 s 0.011
2022-11-15 12:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.216
2022-11-15 12:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s -0.090
2022-11-15 12:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.455 s 0.037
2022-11-15 11:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.240 s 0.035
2022-11-15 11:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s 0.168
2022-11-15 11:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.079
2022-11-15 11:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.343 s -0.500
2022-11-15 11:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.409
2022-11-15 12:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.968 s 0.016
2022-11-15 11:47 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.162 s 0.392
2022-11-15 11:47 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.143 s -0.025
2022-11-15 11:50 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s -0.671
2022-11-15 11:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.262 s 0.116
2022-11-15 11:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.226 s -0.327
2022-11-15 11:47 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.134 s 1.546
2022-11-15 12:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.204 s 1.433
2022-11-15 12:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.860 s -0.156
2022-11-15 11:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s -0.202
2022-11-15 11:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.182 s 0.051
2022-11-15 11:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.162
2022-11-15 11:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.263 s -0.611
2022-11-15 11:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 1.142
2022-11-15 11:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.217 s 0.345
2022-11-15 11:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s -0.554
2022-11-15 11:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 1.001
2022-11-15 11:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.132 s 1.244
2022-11-15 12:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.385
2022-11-15 12:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.867 s -0.173
2022-11-15 12:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s -0.092
2022-11-15 12:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.150 s -0.890
2022-11-15 12:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.150 s 0.380
2022-11-15 11:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.092 s 0.307
2022-11-15 11:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.949 s 0.152
2022-11-15 11:55 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.264 s 0.084
2022-11-15 11:55 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.947
2022-11-15 11:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.208 s 0.747
2022-11-15 11:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.221 s -0.506
2022-11-15 11:50 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.188
2022-11-15 11:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s 0.067
2022-11-15 12:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.491
2022-11-15 12:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.274 s -0.643
2022-11-15 12:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.205
2022-11-15 12:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.166 s 0.250
2022-11-15 11:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s -0.243
2022-11-15 11:58 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s 0.445
2022-11-15 12:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.700
2022-11-15 12:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s -0.057
2022-11-15 11:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.811 s 0.553
2022-11-15 11:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.131 s 0.080
2022-11-15 11:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s -0.278
2022-11-15 11:58 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.144 s -0.200
2022-11-15 12:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.206 s 0.083
2022-11-15 12:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.452 s -1.136
2022-11-15 12:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.781
2022-11-15 11:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.607 s 0.251
2022-11-15 11:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.454 s 0.262
2022-11-15 12:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.219 s -0.836
2022-11-15 11:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.508 s 0.856
2022-11-15 12:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.332 s -0.982
2022-11-15 11:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.971 s -0.409
2022-11-15 12:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s -0.160
2022-11-15 12:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.353 s -1.398
2022-11-15 12:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.506 s -0.106
2022-11-15 12:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.638
2022-11-15 12:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 1.083
2022-11-15 11:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.290 s 0.121
2022-11-15 11:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.904
2022-11-15 11:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.649 s 0.112
2022-11-15 12:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s -0.004
2022-11-15 12:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.218 s 0.997
2022-11-15 12:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.258 s -1.575
2022-11-15 12:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.237 s 0.578
2022-11-15 12:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.216 s -0.071
2022-11-15 12:10 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.329 s -0.375
2022-11-15 12:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.489
2022-11-15 12:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.252 s -0.490
2022-11-15 12:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.190 s -1.066
2022-11-15 12:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.144 s 0.845
2022-11-15 12:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.279 s 1.180
2022-11-15 12:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.225 s -0.256
2022-11-15 12:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.580 s -0.526
2022-11-15 12:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.265 s -0.553
2022-11-15 12:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.996 s 1.173
2022-11-15 12:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.847 s 0.277
2022-11-15 12:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.381 s -0.392
2022-11-15 12:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.181 s -0.659
2022-11-15 12:05 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.190
2022-11-15 12:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.132 s 1.011
2022-11-15 12:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.962 s -0.422
2022-11-15 12:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.123 s 0.572
2022-11-15 12:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.512 s -0.144
2022-11-15 12:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.469 s 0.211
2022-11-15 12:05 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s -0.106
2022-11-15 12:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.092 s 0.193
2022-11-15 12:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.177 s -0.171
2022-11-15 12:05 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.862
2022-11-15 12:16 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.475 s -0.472
2022-11-15 12:08 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s -0.379
2022-11-15 12:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.578 s 0.070
2022-11-15 12:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.023 s -0.398
2022-11-15 12:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.617 s -1.940
2022-11-15 12:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.152 s 0.214
2022-11-15 12:10 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s 0.201
2022-11-15 12:10 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.572
2022-11-15 12:14 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.804 s -0.195
2022-11-15 12:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.519 s 0.774
2022-11-15 12:11 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.531
2022-11-15 12:14 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 0.931
2022-11-15 12:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.500
2022-11-15 12:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s -0.464
2022-11-15 12:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.777 s 0.040
2022-11-15 12:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.152 s 0.934
2022-11-15 12:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.136 s 0.123
2022-11-15 12:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.089 s 0.822
2022-11-15 12:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.298 s -0.801
2022-11-15 12:16 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.201 s -1.074
2022-11-15 12:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.133 s -0.456
2022-11-15 12:16 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s -0.403
2022-11-15 12:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.501
2022-11-15 12:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.191 s -1.995
2022-11-15 12:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.370 s 0.215
2022-11-15 12:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.638