Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-22 08:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.329 s 0.629
2022-11-22 08:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.402 s 0.668
2022-11-22 09:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.243 s -0.295
2022-11-22 08:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.227 s 0.590
2022-11-22 08:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.350 s 0.512
2022-11-22 08:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.319 s 0.353
2022-11-22 08:54 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.430 s 0.922
2022-11-22 08:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.261 s 0.374
2022-11-22 08:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.267 s 0.545
2022-11-22 08:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.521 s 0.837
2022-11-22 08:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.287 s 0.490
2022-11-22 08:57 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.316 s 0.721
2022-11-22 08:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.783 s 0.656
2022-11-22 09:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.462 s -0.625
2022-11-22 09:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.343 s -0.838
2022-11-22 08:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.364 s 0.335
2022-11-22 09:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.231 s 0.168
2022-11-22 09:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.305 s -0.540
2022-11-22 08:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.390 s 0.457
2022-11-22 08:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.365 s 0.537
2022-11-22 09:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.323 s 0.868
2022-11-22 08:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.907 s 0.028
2022-11-22 08:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.415 s 0.351
2022-11-22 08:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.387 s 0.208
2022-11-22 08:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.326 s 0.723
2022-11-22 08:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.399 s 0.629
2022-11-22 08:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.773 s 0.314
2022-11-22 09:04 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.294 s 0.069
2022-11-22 09:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.316 s -0.335
2022-11-22 09:10 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.269 s -0.819
2022-11-22 09:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.297 s 0.198
2022-11-22 09:10 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.547 s 0.510
2022-11-22 09:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.382 s -0.063
2022-11-22 09:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.307 s 0.122
2022-11-22 09:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.436 s -0.397
2022-11-22 09:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.193 s 0.002
2022-11-22 09:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.871 s 0.219
2022-11-22 09:28 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.078 s -0.330
2022-11-22 09:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.265 s -0.176
2022-11-22 09:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.493 s 0.658
2022-11-22 09:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.435 s -1.798
2022-11-22 09:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.465 s 0.124
2022-11-22 09:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.382 s 0.043
2022-11-22 09:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.304 s -0.006
2022-11-22 09:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.410 s 0.051
2022-11-22 09:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.169 s -1.608
2022-11-22 09:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.378 s 0.388
2022-11-22 09:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.396 s 0.162
2022-11-22 09:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.193 s 0.029
2022-11-22 09:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.223 s -0.275
2022-11-22 09:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.847 s 0.228
2022-11-22 09:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.717 s -0.521
2022-11-22 09:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.924 s -0.004
2022-11-22 09:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.897 s 0.171
2022-11-22 09:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.422 s 0.174
2022-11-22 09:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.336 s 0.084
2022-11-22 09:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.460 s -0.170
2022-11-22 09:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.373 s 0.189
2022-11-22 09:29 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.603 s 0.798
2022-11-22 09:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.522 s -0.597
2022-11-22 09:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.012 s -0.271
2022-11-22 09:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.045 s 0.080
2022-11-22 09:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.326 s 0.543
2022-11-22 09:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.798 s 0.179
2022-11-22 09:35 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.314 s 0.146
2022-11-22 09:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.063 s 0.469
2022-11-22 09:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.527 s -0.113
2022-11-22 09:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.341 s 0.492
2022-11-22 09:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.460 s -0.093
2022-11-22 09:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.900 s 0.587
2022-11-22 09:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.390 s 0.035
2022-11-22 10:10 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.241 s 0.264
2022-11-22 10:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.431 s 0.091
2022-11-22 10:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.291 s 0.271
2022-11-22 10:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.249 s -0.273
2022-11-22 10:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.279 s 0.183
2022-11-22 10:11 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.358 s 0.106
2022-11-22 09:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.496 s -0.120
2022-11-22 09:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.240 s 0.304
2022-11-22 10:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.482 s -0.105
2022-11-22 10:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.711 s 0.101
2022-11-22 09:42 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.347 s 0.286
2022-11-22 09:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.323 s 0.068
2022-11-22 10:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.266 s -0.127
2022-11-22 09:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.329 s -0.113
2022-11-22 09:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.681 s 0.305
2022-11-22 10:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.535 s -0.065
2022-11-22 10:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.549 s 0.042
2022-11-22 10:18 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.099 s 0.563
2022-11-22 10:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.257 s -0.175
2022-11-22 09:43 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.503 s -0.353
2022-11-22 09:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.367 s 0.063
2022-11-22 10:11 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.293 s -0.117
2022-11-22 10:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.052 s 0.319
2022-11-22 10:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.872 s 0.087
2022-11-22 10:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.500 s 0.094
2022-11-22 10:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.219 s 0.035
2022-11-22 10:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.341 s -0.697
2022-11-22 10:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.485 s 0.044
2022-11-22 09:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.872 s -0.478
2022-11-22 09:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.085 s 1.314
2022-11-22 09:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.074 s 0.523
2022-11-22 10:10 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.612 s -0.249
2022-11-22 09:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.173 s -0.177
2022-11-22 10:12 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.799 s 0.258
2022-11-22 10:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.233 s 0.077
2022-11-22 10:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.400 s -0.391
2022-11-22 09:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.293 s 0.212
2022-11-22 09:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.648 s -0.027
2022-11-22 10:20 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.318 s -0.106
2022-11-22 09:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.415 s 0.228
2022-11-22 09:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.303 s -0.007
2022-11-22 09:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.070 s 0.491
2022-11-22 09:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.579 s 0.022
2022-11-22 10:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.807 s -0.662
2022-11-22 09:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.400 s 0.169
2022-11-22 10:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.649 s 0.047
2022-11-22 09:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.368 s -0.041
2022-11-22 09:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.245 s 0.281
2022-11-22 09:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.275 s -0.093
2022-11-22 09:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.393 s 0.302
2022-11-22 10:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.262 s 0.173
2022-11-22 10:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.253 s -0.288
2022-11-22 10:11 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.316 s -0.157
2022-11-22 10:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.857 s -1.672
2022-11-22 10:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.390 s 0.153
2022-11-22 10:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.529 s -0.241
2022-11-22 10:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.376 s 0.116
2022-11-22 10:09 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.309 s -0.195
2022-11-22 10:11 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.244 s 0.167
2022-11-22 10:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.303 s 0.245
2022-11-22 10:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.335 s 0.222
2022-11-22 10:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.262 s 0.253
2022-11-22 10:24 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.913 s 0.294
2022-11-22 10:25 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.447 s -0.591
2022-11-22 10:26 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.235 s -0.251
2022-11-22 10:26 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.310 s -0.067
2022-11-22 10:26 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.255 s -0.090
2022-11-22 10:26 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.343 s 0.244
2022-11-22 10:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.737 s 0.481
2022-11-22 10:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.507 s 0.097
2022-11-22 10:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.033 s 0.238
2022-11-22 10:31 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.433 s -0.545
2022-11-22 10:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.166 s -0.280
2022-11-22 10:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.597 s -0.110
2022-11-22 10:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.390 s 0.277
2022-11-22 10:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.308 s -0.038
2022-11-22 10:34 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.153 s 0.089
2022-11-22 10:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.494 s 0.165
2022-11-22 10:38 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.578 s -0.137
2022-11-22 10:48 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.473 s 0.577
2022-11-22 10:40 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.306 s 0.216
2022-11-22 11:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.236 s 0.004
2022-11-22 10:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.534 s -0.261
2022-11-22 10:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.526 s 0.196
2022-11-22 11:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.726 s -0.302
2022-11-22 10:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.707 s -0.343
2022-11-22 10:50 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 4.973 s 0.718
2022-11-22 10:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.349 s -0.308
2022-11-22 10:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.971 s -0.731
2022-11-22 10:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.229 s 0.304
2022-11-22 10:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.429 s 0.432
2022-11-22 10:40 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.304 s 0.027
2022-11-22 10:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.824 s -0.259
2022-11-22 10:40 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.400 s 0.060
2022-11-22 10:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.355 s 0.192
2022-11-22 11:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.304 s 0.061
2022-11-22 10:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 53.093 s -0.519
2022-11-22 11:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.345 s -0.018
2022-11-22 11:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.089 s -0.019
2022-11-22 10:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.527 s 0.008
2022-11-22 10:46 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.912 s -0.579
2022-11-22 11:01 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.387 s 0.560
2022-11-22 10:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.635 s -0.078
2022-11-22 11:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.267 s -0.249