Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-17 03:21 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.143 s -0.405
2023-01-17 03:21 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.205 s 0.781
2023-01-17 03:21 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.316 s -0.224
2023-01-17 03:21 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.173 s 0.075
2023-01-17 03:23 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.258 s -1.491
2023-01-17 03:23 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.163 s -1.610
2023-01-17 03:23 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.172 s -1.993
2023-01-17 03:26 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.273 s -1.495
2023-01-17 03:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.182 s -0.457
2023-01-17 03:21 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.157 s -1.118
2023-01-17 03:22 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.592 s -0.825
2023-01-17 03:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.166 s -0.474
2023-01-17 03:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.189 s -1.798
2023-01-17 03:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.523 s -0.855
2023-01-17 03:28 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.816 s -0.264
2023-01-17 03:28 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.144 s -1.457
2023-01-17 03:21 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.555 s -1.913
2023-01-17 03:23 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.810 s -1.521
2023-01-17 03:25 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.086 s -1.277
2023-01-17 03:23 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.194 s -1.706
2023-01-17 03:26 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.096 s -2.764
2023-01-17 03:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.536 s -1.133
2023-01-17 03:23 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.202 s -1.190
2023-01-17 03:23 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.245 s -0.380
2023-01-17 03:24 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.222 s -0.899
2023-01-17 03:24 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.484 s -1.077
2023-01-17 03:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.141 s -1.400
2023-01-17 03:25 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.176 s -1.043
2023-01-17 03:22 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.197 s -1.773
2023-01-17 03:22 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.235 s -1.021
2023-01-17 03:23 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.330 s -2.349
2023-01-17 03:24 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.170 s -1.616
2023-01-17 03:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.251 s -2.043
2023-01-17 03:29 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.395 s -0.068
2023-01-17 03:32 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.272 s -1.051
2023-01-17 03:24 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.266 s -0.923
2023-01-17 03:25 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.231 s -0.490
2023-01-17 03:26 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.235 s -0.520
2023-01-17 03:22 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.886 s 0.711
2023-01-17 03:25 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.148 s -0.104
2023-01-17 03:30 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.282 s -2.527
2023-01-17 03:31 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.281 s -0.853
2023-01-17 03:33 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.189 s -0.097
2023-01-17 03:33 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.208 s -2.660
2023-01-17 03:33 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.305 s -3.158
2023-01-17 03:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.223 s -0.826
2023-01-17 03:27 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.253 s -0.136
2023-01-17 03:27 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.245 s -1.685
2023-01-17 03:28 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.166 s -1.299
2023-01-17 03:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.114 s -0.837
2023-01-17 03:28 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.167 s -0.235
2023-01-17 03:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.148 s -0.549
2023-01-17 03:30 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.203 s -1.550
2023-01-17 03:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.268 s -0.360
2023-01-17 03:31 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.962 s -1.117
2023-01-17 03:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.238 s -0.371
2023-01-17 03:33 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.659 s -1.535
2023-01-17 03:33 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.229 s 1.102
2023-01-17 03:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.179 s -0.205
2023-01-17 03:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.186 s -0.018
2023-01-17 03:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.247 s -1.709
2023-01-17 03:35 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.264 s -0.903
2023-01-17 03:37 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.267 s -1.278
2023-01-17 03:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.145 s -0.317
2023-01-17 03:28 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.118 s -1.140
2023-01-17 03:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.239 s 0.110
2023-01-17 03:34 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.619 s -0.700
2023-01-17 03:35 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.040 s -0.002
2023-01-17 03:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.214 s -0.861
2023-01-17 03:29 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.468 s 0.976
2023-01-17 03:30 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.208 s -2.293
2023-01-17 03:31 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.175 s -0.925
2023-01-17 03:31 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.234 s -1.135
2023-01-17 03:34 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.143 s -1.071
2023-01-17 03:30 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.546 s -2.307
2023-01-17 03:32 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.311 s -1.221
2023-01-17 03:36 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.149 s -1.030
2023-01-17 03:37 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.226 s -0.987
2023-01-17 03:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.283 s -0.918
2023-01-17 03:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.227 s -1.343
2023-01-17 03:41 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.156 s -1.411
2023-01-17 03:32 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.586 s -1.796
2023-01-17 03:36 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.187 s -0.797
2023-01-17 03:37 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.465 s -0.107
2023-01-17 03:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.297 s -0.577
2023-01-17 03:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.265 s -1.001
2023-01-17 03:33 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.402 s -1.078
2023-01-17 03:36 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.027 s -0.478
2023-01-17 03:37 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.166 s -1.862
2023-01-17 03:37 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.714 s -0.964
2023-01-17 03:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.184 s -0.253
2023-01-17 03:43 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.644 s -1.068
2023-01-17 03:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.153 s -1.195
2023-01-17 03:49 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 2.987 s -0.392
2023-01-17 03:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.230 s -0.502
2023-01-17 03:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.238 s -1.442
2023-01-17 03:33 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.270 s 0.126
2023-01-17 03:35 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.530 s 0.893
2023-01-17 03:36 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.328 s -0.669
2023-01-17 03:39 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.360 s -1.507
2023-01-17 03:41 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.109 s -1.794
2023-01-17 03:42 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.998 s -1.109
2023-01-17 03:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.223 s -2.485
2023-01-17 03:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.324 s 0.278
2023-01-17 03:37 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.523 s -1.428
2023-01-17 03:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.484 s -1.633
2023-01-17 03:38 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.201 s -1.149
2023-01-17 03:41 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.307 s -1.093
2023-01-17 03:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.128 s -0.319
2023-01-17 03:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.888 s -0.228
2023-01-17 03:41 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.195 s -1.551
2023-01-17 03:41 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.180 s -1.307
2023-01-17 03:42 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.219 s -1.972
2023-01-17 03:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.138 s -1.337
2023-01-17 03:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.171 s -1.205
2023-01-17 03:38 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.206 s -1.519
2023-01-17 03:39 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.440 s -1.890
2023-01-17 03:40 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.169 s -0.614
2023-01-17 03:40 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.646 s -1.694
2023-01-17 03:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.155 s -1.996
2023-01-17 03:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.208 s -0.556
2023-01-17 03:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.859 s -0.257
2023-01-17 03:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.155 s 0.100
2023-01-17 03:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.208 s -0.387
2023-01-17 03:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.242 s -1.206
2023-01-17 03:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.485 s -1.270
2023-01-17 03:45 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.457 s -1.012
2023-01-17 03:46 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.148 s -1.653
2023-01-17 03:46 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.196 s -0.363
2023-01-17 03:42 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.368 s -2.536
2023-01-17 03:43 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.180 s 0.129
2023-01-17 03:45 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.153 s 0.230
2023-01-17 03:46 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.283 s -0.845
2023-01-17 03:48 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.394 s 0.518
2023-01-17 03:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.137 s 0.083
2023-01-17 03:48 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.150 s 0.043
2023-01-17 03:49 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.188 s -1.264
2023-01-17 03:50 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.336 s -0.343
2023-01-17 03:50 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.611 s -1.963
2023-01-17 03:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.181 s -1.540
2023-01-17 03:52 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.185 s -1.828
2023-01-17 03:55 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.583 s -0.640
2023-01-17 03:49 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.470 s -0.600
2023-01-17 03:52 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.970 s -1.367
2023-01-17 03:52 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.304 s -2.365
2023-01-17 03:56 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.170 s -0.198
2023-01-17 03:57 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.407 s -0.663
2023-01-17 03:43 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.148 s -0.844
2023-01-17 03:44 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.216 s -3.477
2023-01-17 03:44 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.081 s -0.736
2023-01-17 03:48 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.199 s 0.036
2023-01-17 03:53 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.789 s -1.652
2023-01-17 03:54 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.601 s 0.065
2023-01-17 03:46 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.247 s -0.962
2023-01-17 03:47 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.860 s -1.606
2023-01-17 03:48 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.175 s -2.273
2023-01-17 03:48 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.537 s -0.079
2023-01-17 03:56 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.136 s -0.523
2023-01-17 03:46 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.157 s -0.808
2023-01-17 03:56 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.140 s -0.448
2023-01-17 03:56 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.159 s -1.124
2023-01-17 03:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.979 s -1.099
2023-01-17 03:53 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.116 s -0.756
2023-01-17 03:54 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.325 s -2.055
2023-01-17 03:57 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.326 s -1.832
2023-01-17 03:50 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.229 s -0.930
2023-01-17 03:50 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.260 s -1.456
2023-01-17 03:51 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.266 s -1.492
2023-01-17 03:54 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.317 s -0.426
2023-01-17 03:56 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.191 s -0.127
2023-01-17 03:54 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.277 s -0.949
2023-01-17 03:54 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.495 s 0.418
2023-01-17 03:55 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.180 s -0.409
2023-01-17 03:56 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.390 s -1.118