Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-09 17:07 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 0.275
2022-11-09 16:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.165 s 0.515
2022-11-09 16:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.192 s 0.232
2022-11-09 16:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.241 s 0.206
2022-11-09 16:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.252 s 0.480
2022-11-09 16:52 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.236 s 0.149
2022-11-09 16:54 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.119 s 0.091
2022-11-09 16:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.153 s -0.108
2022-11-09 16:48 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.024 s 0.387
2022-11-09 16:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.163 s 0.215
2022-11-09 16:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.146 s 0.140
2022-11-09 16:47 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.360 s 1.042
2022-11-09 16:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.141 s 0.653
2022-11-09 16:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.241
2022-11-09 16:45 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.199 s 0.311
2022-11-09 16:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.272 s 0.493
2022-11-09 16:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.114 s 0.202
2022-11-09 16:46 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.161 s 0.479
2022-11-09 16:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.190 s 0.293
2022-11-09 16:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.540 s -0.007
2022-11-09 16:45 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.524 s -0.372
2022-11-09 16:47 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.472 s 0.160
2022-11-09 16:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.522
2022-11-09 16:43 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s -0.155
2022-11-09 16:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s -0.242
2022-11-09 16:46 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 0.526
2022-11-09 16:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.245 s 0.436
2022-11-09 16:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.267 s 0.579
2022-11-09 16:51 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s 0.181
2022-11-09 16:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s 0.069
2022-11-09 16:45 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.887 s 0.157
2022-11-09 16:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.229 s 0.248
2022-11-09 16:45 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.321 s 0.208
2022-11-09 16:48 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 0.499
2022-11-09 16:49 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.215 s 0.648
2022-11-09 16:49 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.063 s 0.633
2022-11-09 16:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.570
2022-11-09 16:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.509 s 0.418
2022-11-09 16:50 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.811 s 0.631
2022-11-09 16:46 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.838 s 0.259
2022-11-09 16:46 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.218 s 0.141
2022-11-09 16:48 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.134 s 0.680
2022-11-09 16:50 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.249 s 0.288
2022-11-09 16:51 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.113 s -0.438
2022-11-09 16:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.142 s 0.111
2022-11-09 16:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.200 s 0.388
2022-11-09 16:52 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.462 s 0.673
2022-11-09 16:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.201 s 0.432
2022-11-09 17:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.274 s -0.066
2022-11-09 17:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.465 s 0.025
2022-11-09 17:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.349 s 0.328
2022-11-09 17:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.203 s 0.016
2022-11-09 16:49 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.220 s 0.260
2022-11-09 16:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s 0.421
2022-11-09 16:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.228 s 0.454
2022-11-09 16:57 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.211 s 0.139
2022-11-09 16:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.532 s 0.048
2022-11-09 16:49 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.182 s 0.508
2022-11-09 16:54 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.946 s 0.483
2022-11-09 16:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.275 s 0.228
2022-11-09 16:55 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.647 s 0.594
2022-11-09 16:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.312 s 0.558
2022-11-09 16:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.185 s 0.472
2022-11-09 16:57 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.499
2022-11-09 16:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.122
2022-11-09 16:51 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.388 s 0.133
2022-11-09 16:52 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.197 s 0.334
2022-11-09 16:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.188
2022-11-09 16:54 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.305 s 0.103
2022-11-09 16:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.394
2022-11-09 16:59 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.138 s 0.526
2022-11-09 17:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 0.408
2022-11-09 17:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s 0.449
2022-11-09 17:02 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.287 s -0.642
2022-11-09 16:52 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.504 s -0.593
2022-11-09 16:57 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.963 s -0.278
2022-11-09 16:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.261 s 0.548
2022-11-09 16:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.509 s 0.530
2022-11-09 17:01 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.147 s 0.602
2022-11-09 16:53 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.275 s 0.348
2022-11-09 16:53 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.534 s -0.020
2022-11-09 16:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.184 s 0.200
2022-11-09 17:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.183 s -0.500
2022-11-09 17:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.197 s 0.298
2022-11-09 17:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.183 s 0.276
2022-11-09 16:54 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 0.527
2022-11-09 16:55 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.566 s 0.306
2022-11-09 16:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s 0.249
2022-11-09 16:58 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.270 s 0.654
2022-11-09 16:59 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.285 s -0.045
2022-11-09 16:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s 0.309
2022-11-09 17:01 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.323 s 0.030
2022-11-09 17:02 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.155 s 0.285
2022-11-09 17:05 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.164 s 0.479
2022-11-09 17:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 0.604
2022-11-09 17:07 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.867 s -0.557
2022-11-09 16:58 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.253
2022-11-09 17:00 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.459 s -0.056
2022-11-09 17:00 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.660 s 0.101
2022-11-09 17:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.869 s 0.076
2022-11-09 17:04 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.186 s -2.529
2022-11-09 17:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.145 s 0.355
2022-11-09 17:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.169 s 0.180
2022-11-09 17:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.083 s 0.686
2022-11-09 16:56 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.294 s 0.567
2022-11-09 16:56 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.611 s 0.100
2022-11-09 16:57 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.128 s 0.532
2022-11-09 16:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.143 s 0.513
2022-11-09 16:59 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s 0.168
2022-11-09 17:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.124 s 0.503
2022-11-09 17:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.555
2022-11-09 17:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.087
2022-11-09 17:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.971 s -0.203
2022-11-09 17:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.175 s 0.236
2022-11-09 17:10 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s 0.172
2022-11-09 17:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.223 s -0.587
2022-11-09 16:59 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 0.541
2022-11-09 17:00 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.140 s 0.393
2022-11-09 17:03 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.017 s -0.467
2022-11-09 17:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s -0.455
2022-11-09 17:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.329 s -0.688
2022-11-09 17:13 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.574 s 0.002
2022-11-09 17:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.335
2022-11-09 17:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.147 s 0.341
2022-11-09 17:12 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.458 s 0.104
2022-11-09 17:14 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.124 s 1.032
2022-11-09 17:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.176 s 0.405
2022-11-09 17:06 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.522 s -0.372
2022-11-09 17:09 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.217 s 0.204
2022-11-09 17:10 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.851 s 0.073
2022-11-09 17:11 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.326 s 0.739
2022-11-09 17:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.146 s 0.439
2022-11-09 17:07 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.317
2022-11-09 17:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.449 s 0.168
2022-11-09 17:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s 0.202
2022-11-09 17:10 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.136 s 0.205
2022-11-09 17:13 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.962 s -0.597
2022-11-09 17:06 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.207 s 0.238
2022-11-09 17:06 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.469 s 0.221
2022-11-09 17:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.152 s 0.421
2022-11-09 17:08 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.115
2022-11-09 17:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.243 s 0.031
2022-11-09 17:10 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.178 s 1.086
2022-11-09 17:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.528 s -0.149
2022-11-09 17:07 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.045 s -0.222
2022-11-09 17:08 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.149 s 0.221
2022-11-09 17:11 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s 0.098
2022-11-09 17:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.525
2022-11-09 17:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.091 s 0.563
2022-11-09 17:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.242 s -0.995
2022-11-09 17:08 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.156 s 0.101
2022-11-09 17:09 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.276 s 0.380
2022-11-09 17:12 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.035 s -0.518
2022-11-09 17:12 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.182 s -0.575
2022-11-09 17:15 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.814 s -0.654
2022-11-09 17:15 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.179 s 0.388
2022-11-09 17:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.299 s -0.109
2022-11-09 17:15 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s 0.138
2022-11-09 17:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.575 s 0.140
2022-11-09 17:16 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.774 s 0.432
2022-11-09 17:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.593 s 0.226
2022-11-09 17:17 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.175 s -1.440
2022-11-09 17:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.262 s 0.353
2022-11-09 17:17 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.313 s 0.171
2022-11-09 17:17 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.471 s 0.384
2022-11-09 17:18 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.169 s 0.217
2022-11-09 17:18 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.171 s -0.533
2022-11-09 17:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.075
2022-11-09 17:18 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.508
2022-11-09 17:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.406
2022-11-09 17:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.508
2022-11-09 17:19 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.536
2022-11-09 17:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s 0.305
2022-11-09 17:19 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.383 s -0.540