Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2023-01-16 20:40 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.143 s -0.128
2023-01-16 20:40 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.173 s 0.020
2023-01-16 20:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.578 s -0.422
2023-01-16 20:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.159 s -2.575
2023-01-16 20:41 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.311 s 1.224
2023-01-16 20:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.553 s -1.464
2023-01-16 20:41 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.206 s -0.006
2023-01-16 20:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.202 s -1.201
2023-01-16 20:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.915 s -0.655
2023-01-16 20:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.193 s 0.825
2023-01-16 20:43 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.323 s 1.383
2023-01-16 20:43 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.164 s -1.230
2023-01-16 20:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.237 s -2.803
2023-01-16 20:42 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.258 s -1.761
2023-01-16 20:42 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.244 s 1.072
2023-01-16 20:43 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.812 s -1.825
2023-01-16 20:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.194 s -1.469
2023-01-16 20:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.163 s -1.612
2023-01-16 20:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.265 s -0.703
2023-01-16 20:43 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.220 s 0.385
2023-01-16 20:44 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.482 s -0.594
2023-01-16 20:43 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.173 s -4.102
2023-01-16 20:45 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.068 s -0.732
2023-01-16 20:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.165 s 0.397
2023-01-16 20:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.249 s -0.736
2023-01-16 20:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.187 s -0.093
2023-01-16 20:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.207 s -1.616
2023-01-16 20:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.185 s -1.843
2023-01-16 20:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.281 s -0.360
2023-01-16 20:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.141 s -0.743
2023-01-16 20:44 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.233 s -0.864
2023-01-16 20:47 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.244 s -1.323
2023-01-16 20:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.175 s -0.192
2023-01-16 20:45 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.273 s -0.899
2023-01-16 20:46 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.182 s -0.641
2023-01-16 20:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.147 s 0.799
2023-01-16 20:57 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.463 s 0.237
2023-01-16 20:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.484 s -1.678
2023-01-16 20:59 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.438 s -1.880
2023-01-16 20:59 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.170 s -0.869
2023-01-16 20:47 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.816 s -0.155
2023-01-16 20:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.117 s -0.250
2023-01-16 20:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.546 s -2.297
2023-01-16 20:56 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.321 s -0.485
2023-01-16 20:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.225 s -0.586
2023-01-16 21:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.300 s -0.986
2023-01-16 21:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.274 s -0.646
2023-01-16 21:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.180 s 0.028
2023-01-16 20:45 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.148 s -0.232
2023-01-16 20:46 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.237 s -0.652
2023-01-16 20:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.524 s -1.016
2023-01-16 20:48 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.180 s -1.796
2023-01-16 20:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.168 s -1.360
2023-01-16 20:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.394 s -0.001
2023-01-16 20:50 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.279 s -0.238
2023-01-16 20:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.233 s -0.678
2023-01-16 20:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.238 s -0.372
2023-01-16 20:46 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.082 s -1.084
2023-01-16 20:46 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.223 s -0.972
2023-01-16 20:49 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.474 s -1.398
2023-01-16 20:51 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.189 s -1.366
2023-01-16 20:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.583 s -1.500
2023-01-16 20:52 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.403 s -1.126
2023-01-16 20:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.623 s -1.398
2023-01-16 20:54 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 4.036 s 0.005
2023-01-16 20:54 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.178 s -0.003
2023-01-16 20:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.183 s 0.175
2023-01-16 20:47 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.254 s -1.017
2023-01-16 20:49 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.523 s -0.558
2023-01-16 20:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.283 s -1.587
2023-01-16 20:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.204 s -0.642
2023-01-16 21:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.153 s -0.323
2023-01-16 20:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.114 s -0.543
2023-01-16 20:48 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.148 s -0.731
2023-01-16 20:49 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.201 s -0.106
2023-01-16 20:49 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.239 s 0.012
2023-01-16 20:50 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.268 s -0.441
2023-01-16 20:51 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.960 s -0.692
2023-01-16 20:51 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.311 s -1.059
2023-01-16 20:54 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.213 s -0.592
2023-01-16 20:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.244 s -0.128
2023-01-16 20:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.187 s -0.542
2023-01-16 20:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.165 s -0.674
2023-01-16 20:48 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.144 s -1.131
2023-01-16 20:51 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.272 s -0.688
2023-01-16 20:52 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.657 s -0.928
2023-01-16 20:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.204 s 0.890
2023-01-16 20:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.272 s -0.264
2023-01-16 20:55 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.535 s -0.205
2023-01-16 20:56 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.224 s 0.432
2023-01-16 20:58 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.200 s -1.108
2023-01-16 21:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.212 s -0.382
2023-01-16 21:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.156 s 0.052
2023-01-16 20:55 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.265 s -1.486
2023-01-16 20:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.737 s -1.647
2023-01-16 21:03 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.146 s 0.820
2023-01-16 21:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.242 s -1.024
2023-01-16 21:07 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.860 s -1.482
2023-01-16 20:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.189 s 0.502
2023-01-16 20:53 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.231 s -0.309
2023-01-16 20:53 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.302 s -0.924
2023-01-16 20:54 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.147 s -1.864
2023-01-16 20:56 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.030 s -0.864
2023-01-16 21:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.890 s -0.349
2023-01-16 21:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.209 s -1.220
2023-01-16 20:57 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.522 s -1.262
2023-01-16 20:59 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.462 s -2.340
2023-01-16 20:59 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.129 s -1.403
2023-01-16 21:02 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.215 s -1.758
2023-01-16 21:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.207 s 0.276
2023-01-16 20:56 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.266 s -0.183
2023-01-16 21:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.362 s -0.369
2023-01-16 21:03 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.707 s -1.875
2023-01-16 21:04 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.170 s 0.333
2023-01-16 21:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.236 s -0.391
2023-01-16 20:57 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.146 s -1.054
2023-01-16 21:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.101 s -1.654
2023-01-16 21:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.265 s -1.243
2023-01-16 21:02 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 1.001 s -1.330
2023-01-16 21:05 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.153 s 0.219
2023-01-16 21:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.130 s -0.874
2023-01-16 21:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.174 s -0.860
2023-01-16 21:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.650 s -2.292
2023-01-16 21:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.155 s -0.972
2023-01-16 21:01 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.195 s -1.390
2023-01-16 21:04 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.857 s 0.029
2023-01-16 21:01 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.180 s -0.870
2023-01-16 21:03 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.480 s -0.521
2023-01-16 21:04 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.136 s 0.161
2023-01-16 21:05 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.454 s -0.558
2023-01-16 21:05 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.151 s 0.349
2023-01-16 21:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.155 s 0.463
2023-01-16 21:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.288 s -3.576
2023-01-16 21:04 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.099 s -1.499
2023-01-16 21:06 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.197 s -1.374
2023-01-16 21:07 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.392 s 0.510
2023-01-16 21:07 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.138 s 0.065
2023-01-16 21:06 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.221 s -1.131
2023-01-16 21:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.199 s -0.100
2023-01-16 21:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.151 s -1.376
2023-01-16 21:08 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.531 s 0.705
2023-01-16 21:08 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.322 s 0.920
2023-01-16 21:09 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.018 s -1.712
2023-01-16 21:09 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.474 s -0.649
2023-01-16 21:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.229 s -1.141
2023-01-16 21:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.334 s 0.119
2023-01-16 21:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.187 s -1.047
2023-01-16 21:09 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.258 s -0.491
2023-01-16 21:10 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.608 s -1.840
2023-01-16 21:10 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.971 s -0.196
2023-01-16 21:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.182 s -2.566
2023-01-16 21:11 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.260 s -1.410
2023-01-16 21:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.231 s -1.377
2023-01-16 21:12 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 15.174 s -4.296
2023-01-16 21:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.112 s -0.469
2023-01-16 21:12 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.300 s -0.093
2023-01-16 21:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.236 s -0.165
2023-01-16 21:12 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.186 s -2.088
2023-01-16 21:13 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.791 s -2.289
2023-01-16 21:14 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.301 s -0.356
2023-01-16 21:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.600 s 0.071
2023-01-16 21:14 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.324 s -1.501
2023-01-16 21:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.276 s -0.609
2023-01-16 21:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.497 s 0.169
2023-01-16 21:14 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.575 s -0.013
2023-01-16 21:15 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.203 s -1.408
2023-01-16 21:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.170 s -0.476
2023-01-16 21:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.136 s -0.566
2023-01-16 21:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.139 s 0.444
2023-01-16 21:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.158 s -0.250
2023-01-16 21:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.192 s -0.389
2023-01-16 21:16 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.391 s -1.495
2023-01-16 21:16 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.324 s -0.470
2023-01-16 21:17 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.388 s 0.085