Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-15 04:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.154 s -0.683
2022-11-15 04:13 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.139 s -0.414
2022-11-15 04:14 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.540 s -0.073
2022-11-15 04:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s -0.439
2022-11-15 04:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.171 s -0.326
2022-11-15 04:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.024
2022-11-15 04:16 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.166 s 0.183
2022-11-15 04:13 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s -0.056
2022-11-15 04:14 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.831 s 2.226
2022-11-15 04:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.470 s 0.209
2022-11-15 04:15 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.541 s -0.788
2022-11-15 04:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.190 s 0.157
2022-11-15 04:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.230 s -0.450
2022-11-15 04:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.198 s 0.347
2022-11-15 04:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.699
2022-11-15 04:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.434
2022-11-15 04:15 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.321 s -0.334
2022-11-15 04:16 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.216 s 0.127
2022-11-15 04:16 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.172 s -0.538
2022-11-15 04:15 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.831 s 1.248
2022-11-15 04:16 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.157 s 1.450
2022-11-15 04:16 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.273 s 0.176
2022-11-15 04:17 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.164 s -1.414
2022-11-15 04:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.145 s -0.907
2022-11-15 04:17 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.382 s -1.334
2022-11-15 04:17 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.082 s -0.976
2022-11-15 04:17 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.138 s -1.192
2022-11-15 04:18 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.171 s 0.146
2022-11-15 04:18 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s 0.062
2022-11-15 04:18 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.267 s 1.174
2022-11-15 04:19 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.239 s -1.120
2022-11-15 04:19 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.085 s -1.847
2022-11-15 04:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.247 s 1.182
2022-11-15 04:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.508 s 0.462
2022-11-15 04:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 1.070
2022-11-15 04:19 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.172
2022-11-15 04:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.180 s 1.672
2022-11-15 04:19 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 1.236
2022-11-15 04:20 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.812 s 0.421
2022-11-15 04:20 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.090 s 0.302
2022-11-15 04:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.795
2022-11-15 04:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.274 s 0.305
2022-11-15 04:20 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.020
2022-11-15 04:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.098
2022-11-15 04:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.075
2022-11-15 04:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.386 s 0.230
2022-11-15 04:20 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.112 s -0.266
2022-11-15 04:21 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s -0.258
2022-11-15 04:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s -0.368
2022-11-15 04:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.195 s 0.320
2022-11-15 04:21 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.462 s 1.213
2022-11-15 04:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.498 s -0.127
2022-11-15 04:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.531 s 0.079
2022-11-15 04:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.264 s 0.067
2022-11-15 04:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.303 s -0.795
2022-11-15 04:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.113 s 0.143
2022-11-15 04:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.566 s 0.039
2022-11-15 04:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.186 s 0.305
2022-11-15 04:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.957 s -1.368
2022-11-15 04:25 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.200 s 0.643
2022-11-15 04:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.130 s 0.301
2022-11-15 04:23 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.224 s 1.020
2022-11-15 04:24 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.273 s 0.290
2022-11-15 04:24 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.264 s 0.498
2022-11-15 04:24 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.231 s -0.166
2022-11-15 04:27 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.208 s 1.222
2022-11-15 04:27 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.174 s 0.589
2022-11-15 04:25 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.651 s 0.219
2022-11-15 04:26 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.607 s 0.243
2022-11-15 04:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.720
2022-11-15 04:25 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.366 s -1.408
2022-11-15 04:25 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.263 s 0.949
2022-11-15 04:26 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.297 s 0.082
2022-11-15 04:27 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.969 s -0.422
2022-11-15 04:30 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.662 s 0.084
2022-11-15 04:27 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.181 s 0.174
2022-11-15 04:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.181 s -0.058
2022-11-15 04:27 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.168
2022-11-15 04:28 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.285 s 0.167
2022-11-15 04:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.260 s 1.334
2022-11-15 04:27 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.528 s 0.348
2022-11-15 04:27 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.272 s 0.734
2022-11-15 04:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.196 s 0.815
2022-11-15 04:28 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.142 s 1.311
2022-11-15 04:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.510 s 0.144
2022-11-15 04:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 1.135
2022-11-15 04:29 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.452 s 0.574
2022-11-15 04:29 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.220 s -0.020
2022-11-15 04:28 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.142 s 0.012
2022-11-15 04:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.141 s 0.129
2022-11-15 04:30 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.162 s -1.107
2022-11-15 04:30 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 0.024
2022-11-15 04:30 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.270 s 0.637
2022-11-15 04:33 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.147 s -0.708
2022-11-15 04:30 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.466 s -0.318
2022-11-15 04:31 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.319 s 0.248
2022-11-15 04:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s 0.271
2022-11-15 04:32 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.155 s 0.356
2022-11-15 04:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.159 s -0.595
2022-11-15 04:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.864 s 0.667
2022-11-15 04:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.219 s 0.371
2022-11-15 04:32 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.281 s 0.103
2022-11-15 04:33 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.012 s -0.236
2022-11-15 04:32 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.628 s 0.311
2022-11-15 04:34 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.168 s 0.236
2022-11-15 04:33 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.124 s 0.507
2022-11-15 04:34 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.350 s -0.009
2022-11-15 04:34 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s -0.354
2022-11-15 04:34 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.970 s -0.225
2022-11-15 04:33 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.183 s 0.368
2022-11-15 04:35 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.164 s 0.693
2022-11-15 04:35 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.596
2022-11-15 04:35 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.501 s 0.175
2022-11-15 04:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s -0.391
2022-11-15 04:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.147 s 0.078
2022-11-15 04:35 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.142 s 0.369
2022-11-15 04:36 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.206 s -0.077
2022-11-15 04:36 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.469 s 0.189
2022-11-15 04:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.728
2022-11-15 04:37 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.167 s -0.630
2022-11-15 04:36 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.853 s 0.652
2022-11-15 04:37 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.038 s 0.014
2022-11-15 04:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.134 s 0.012
2022-11-15 04:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.152 s -0.691
2022-11-15 04:46 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.266 s -0.806
2022-11-15 04:37 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.450 s -0.580
2022-11-15 04:37 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.204 s 0.102
2022-11-15 04:41 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.023 s -0.281
2022-11-15 04:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.239 s 0.383
2022-11-15 04:37 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.148 s 0.908
2022-11-15 04:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.134 s 0.497
2022-11-15 04:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.967 s -1.266
2022-11-15 04:47 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.621 s -2.574
2022-11-15 04:44 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.809 s -0.358
2022-11-15 04:45 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.298 s -1.031
2022-11-15 04:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.232 s 0.149
2022-11-15 04:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.172 s -0.715
2022-11-15 04:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s -0.072
2022-11-15 04:38 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.091 s 0.228
2022-11-15 04:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.582 s -0.742
2022-11-15 04:45 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.103 s -0.813
2022-11-15 04:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s -0.759
2022-11-15 04:46 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.312 s -0.357
2022-11-15 04:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s -0.095
2022-11-15 04:40 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.619 s -0.523
2022-11-15 04:41 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.359 s 0.852
2022-11-15 04:43 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.134 s 0.780
2022-11-15 04:44 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.226 s -0.363
2022-11-15 04:49 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.319 s 0.558
2022-11-15 04:44 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 1.007
2022-11-15 04:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.153 s 0.501
2022-11-15 04:39 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.844 s 0.984
2022-11-15 04:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.329 s -0.263
2022-11-15 04:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.780 s -0.255
2022-11-15 04:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s -0.381
2022-11-15 04:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.195 s -0.663
2022-11-15 04:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.330 s -0.687
2022-11-15 04:47 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.192 s -1.452
2022-11-15 04:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.135 s 0.265
2022-11-15 04:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.275 s 0.601
2022-11-15 04:38 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.197
2022-11-15 04:38 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.247 s -1.424
2022-11-15 04:42 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.224 s -0.595
2022-11-15 04:42 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.251 s -0.395
2022-11-15 04:40 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.526 s -0.397
2022-11-15 04:44 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 1.016
2022-11-15 04:46 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.478 s -1.220
2022-11-15 04:40 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.719
2022-11-15 04:41 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.183 s -0.693
2022-11-15 04:48 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.188 s -0.060
2022-11-15 04:49 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.375 s -0.091
2022-11-15 04:46 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.303 s -3.389
2022-11-15 04:46 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.582 s 0.033
2022-11-15 04:48 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.131 s 1.720