Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 12:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.242 s -0.234
2022-11-23 12:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.134 s 1.663
2022-11-23 12:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.228 s 0.522
2022-11-23 12:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.202 s 0.227
2022-11-23 12:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.215 s 0.410
2022-11-23 12:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.486 s -2.445
2022-11-23 12:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.239 s -0.839
2022-11-23 12:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.531 s 0.484
2022-11-23 12:51 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 0.604 s 1.831
2022-11-23 12:56 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.332 s -1.319
2022-11-23 12:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.189 s 0.340
2022-11-23 12:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.253 s 0.494
2022-11-23 12:42 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 3.053 s 0.274
2022-11-23 12:42 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.161 s 1.640
2022-11-23 12:44 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 1.072 s -0.438
2022-11-23 12:45 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.141 s 0.767
2022-11-23 12:47 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 2.510 s 0.138
2022-11-23 12:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.156 s 2.408
2022-11-23 12:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.263 s 0.105
2022-11-23 12:39 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.919 s -1.207
2022-11-23 12:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.274 s -0.793
2022-11-23 12:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.839 s -1.403
2022-11-23 12:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.267 s 0.614
2022-11-23 12:45 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 3.119 s -0.077
2022-11-23 12:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.165 s 0.487
2022-11-23 12:40 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.322 s 0.004
2022-11-23 12:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.236 s 0.389
2022-11-23 12:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.227 s 0.213
2022-11-23 12:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.183 s 2.233
2022-11-23 12:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.132 s -0.684
2022-11-23 12:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.209 s 0.692
2022-11-23 12:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.179 s 1.109
2022-11-23 12:50 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.650 s 0.210
2022-11-23 12:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.173 s 0.711
2022-11-23 12:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.182 s -0.197
2022-11-23 12:57 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 9.153 s 0.651
2022-11-23 12:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 0.969 s 0.309
2022-11-23 12:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.315 s 0.111
2022-11-23 12:43 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.170 s 1.334
2022-11-23 12:48 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 3.125 s 0.110
2022-11-23 12:38 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.168 s 0.616
2022-11-23 12:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.176 s 0.867
2022-11-23 12:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.194 s 1.390
2022-11-23 12:49 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.262 s 1.606
2022-11-23 12:50 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.198 s 1.953
2022-11-23 12:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.539 s 0.347
2022-11-23 12:41 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.166 s 0.334
2022-11-23 12:42 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.144 s -0.997
2022-11-23 12:45 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.111 s 1.493
2022-11-23 12:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.273 s 0.574
2022-11-23 12:55 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 3.654 s 0.106
2022-11-23 12:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.273 s 0.357
2022-11-23 12:41 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.189 s 0.582
2022-11-23 12:47 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.199 s 0.763
2022-11-23 13:00 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.174 s 0.655
2022-11-23 13:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.171 s 0.340
2022-11-23 13:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 1.101 s -0.381
2022-11-23 13:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.263 s 0.169
2022-11-23 12:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.140 s -0.075
2022-11-23 12:40 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.197 s 0.913
2022-11-23 12:41 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.164 s 1.441
2022-11-23 12:42 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.378 s -0.581
2022-11-23 12:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.248 s 0.472
2022-11-23 12:47 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.235 s 0.049
2022-11-23 12:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.142 s -0.423
2022-11-23 12:46 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.390 s 0.252
2022-11-23 12:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.198 s 0.039
2022-11-23 12:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.632 s -0.440
2022-11-23 12:58 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.146 s 0.060
2022-11-23 13:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.133 s 1.050
2022-11-23 13:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.237 s 0.362
2022-11-23 12:39 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 3.541 s -0.351
2022-11-23 12:43 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.246 s -0.112
2022-11-23 12:45 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.809 s 0.643
2022-11-23 12:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.145 s 0.178
2022-11-23 12:48 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 0.955 s -0.852
2022-11-23 12:53 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 3.286 s 0.714
2022-11-23 12:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.158 s 0.710
2022-11-23 12:38 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.151 s 0.342
2022-11-23 12:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.225 s 0.832
2022-11-23 12:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.180 s 1.007
2022-11-23 12:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.220 s -1.080
2022-11-23 13:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.145 s 1.190
2022-11-23 13:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.215 s 0.977
2022-11-23 13:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.250 s 1.657
2022-11-23 12:50 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 3.349 s -0.354
2022-11-23 12:53 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.146 s -3.335
2022-11-23 12:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.184 s 0.118
2022-11-23 13:04 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.844 s 1.745
2022-11-23 13:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.135 s -0.096
2022-11-23 13:09 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.175 s 1.179
2022-11-23 13:11 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.781 s -0.106
2022-11-23 12:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.218 s 0.348
2022-11-23 12:44 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.507 s 0.719
2022-11-23 12:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.529 s 0.618
2022-11-23 13:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.202 s -0.238
2022-11-23 13:02 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 3.068 s -0.848
2022-11-23 13:07 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 4.675 s -1.473
2022-11-23 13:14 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 2.381 s -0.131
2022-11-23 12:48 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.273 s 0.557
2022-11-23 12:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.262 s -0.080
2022-11-23 13:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.178 s 0.348
2022-11-23 13:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.577 s -0.185
2022-11-23 12:44 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.180 s 2.029
2022-11-23 12:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.461 s 1.916
2022-11-23 12:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.221 s -0.584
2022-11-23 12:54 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.512 s -0.447
2022-11-23 12:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.282 s -0.412
2022-11-23 12:59 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.255 s 0.535
2022-11-23 13:00 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.160 s 1.503
2022-11-23 13:01 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.470 s 0.313
2022-11-23 13:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.205 s 0.101
2022-11-23 13:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.448 s 0.249
2022-11-23 12:51 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.295 s 0.259
2022-11-23 12:52 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.240 s 0.101
2022-11-23 12:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.167 s 1.288
2022-11-23 12:59 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.348 s 1.011
2022-11-23 13:12 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 2.606 s -0.365
2022-11-23 13:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.154 s -0.296
2022-11-23 12:46 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.113 s 0.737
2022-11-23 12:48 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.225 s -0.474
2022-11-23 12:55 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 1.153 s -0.057
2022-11-23 13:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.192 s 0.257
2022-11-23 13:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.223 s 1.236
2022-11-23 13:10 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.297 s 0.005
2022-11-23 12:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.301 s 0.333
2022-11-23 12:49 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.561 s 2.264
2022-11-23 12:52 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 3.962 s 0.543
2022-11-23 12:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.451 s 0.708
2022-11-23 13:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.148 s 1.015
2022-11-23 13:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.146 s 0.647
2022-11-23 13:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.380 s 0.261
2022-11-23 12:50 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.266 s -0.577
2022-11-23 12:54 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.158 s 1.242
2022-11-23 12:58 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 7.151 s -0.604
2022-11-23 13:11 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.311 s 1.471
2022-11-23 12:52 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.271 s 1.123
2022-11-23 12:57 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.125 s -0.298
2022-11-23 13:00 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 7.544 s -0.616
2022-11-23 13:00 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.141 s 1.439
2022-11-23 13:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.181 s 1.359
2022-11-23 13:08 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 10.203 s -1.382
2022-11-23 12:53 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.141 s 0.068
2022-11-23 12:55 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.463 s 0.715
2022-11-23 13:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.860 s -0.251
2022-11-23 13:02 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.151 s 0.838
2022-11-23 13:03 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.151 s 0.413
2022-11-23 13:06 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 3.018 s -0.368
2022-11-23 13:03 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.277 s 0.269
2022-11-23 13:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.193 s 1.407
2022-11-23 13:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.168 s 0.341
2022-11-23 12:57 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 0.862 s 1.248
2022-11-23 12:58 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 5.032 s -1.906
2022-11-23 13:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.328 s 0.964
2022-11-23 13:02 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.166 s 1.267
2022-11-23 13:03 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 3.084 s 0.656
2022-11-23 13:11 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 8.151 s 0.464
2022-11-23 13:11 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.479 s -1.084
2022-11-23 13:01 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.204 s 1.634
2022-11-23 13:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.138 s -2.587
2022-11-23 13:04 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 1.200 s 1.510
2022-11-23 13:05 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 9.934 s -1.627
2022-11-23 13:05 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.520 s 0.575
2022-11-23 13:09 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.225 s 0.467
2022-11-23 13:12 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 3.164 s 0.425
2022-11-23 13:03 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.142 s 1.319
2022-11-23 13:05 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.326 s 0.787
2022-11-23 13:13 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.189 s -0.312
2022-11-23 13:07 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 0.962 s -0.185
2022-11-23 13:13 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.132 s 0.409
2022-11-23 13:14 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.320 s -0.260
2022-11-23 13:07 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 1.573 s 1.505
2022-11-23 13:09 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 14.797 s 0.226
2022-11-23 13:10 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.231 s 0.285