Benchmarks
Date Lang Batch Benchmark Mean Z-Score Error
2022-11-23 15:53 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=10, R 1.391 s -0.039
2022-11-23 15:44 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=1, R 0.330 s 0.480
2022-11-23 15:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.1, R 0.328 s 0.370
2022-11-23 15:42 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.01, R 0.289 s 0.422
2022-11-23 15:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.1, R 0.226 s 0.671
2022-11-23 15:43 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=0.1, R 0.355 s 0.235
2022-11-23 15:55 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=0.01, R 0.319 s 0.292
2022-11-23 15:42 R tpch arrow, native, memory_map=False, TPCH-01, scale_factor=0.01, R 0.218 s 0.395
2022-11-23 15:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.1, R 0.361 s 0.518
2022-11-23 15:44 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=1, R 0.791 s 0.468
2022-11-23 15:56 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=1, R 0.521 s 0.836
2022-11-23 15:56 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=1, R 0.405 s -0.049
2022-11-23 15:57 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.01, R 0.261 s 0.319
2022-11-23 15:58 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=0.1, R 0.270 s 0.200
2022-11-23 16:04 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.01, R 0.234 s -0.341
2022-11-23 16:04 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=10, R 7.331 s 0.851
2022-11-23 16:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.01, R 0.298 s -0.233
2022-11-23 16:05 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=0.1, R 0.310 s 0.045
2022-11-23 15:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.1, R 0.402 s 0.718
2022-11-23 15:57 R tpch arrow, native, memory_map=False, TPCH-02, scale_factor=10, R 0.896 s 0.921
2022-11-23 15:59 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=1, R 0.366 s 0.425
2022-11-23 15:58 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=0.01, R 0.319 s 0.544
2022-11-23 15:55 R tpch arrow, parquet, memory_map=False, TPCH-01, scale_factor=10, R 5.434 s 0.911
2022-11-23 15:55 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=0.01, R 0.388 s 0.636
2022-11-23 15:59 R tpch arrow, parquet, memory_map=False, TPCH-03, scale_factor=1, R 0.779 s 0.048
2022-11-23 15:57 R tpch arrow, parquet, memory_map=False, TPCH-02, scale_factor=10, R 1.412 s 0.486
2022-11-23 16:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=0.1, R 0.244 s -0.512
2022-11-23 16:05 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=1, R 0.341 s -0.511
2022-11-23 16:06 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=1, R 0.449 s 0.106
2022-11-23 16:03 R tpch arrow, native, memory_map=False, TPCH-03, scale_factor=10, R 1.265 s 1.291
2022-11-23 16:10 R tpch arrow, native, memory_map=False, TPCH-04, scale_factor=10, R 1.227 s 1.400
2022-11-23 16:10 R tpch arrow, parquet, memory_map=False, TPCH-04, scale_factor=10, R 3.555 s 0.165
2022-11-23 16:10 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.01, R 0.297 s 0.132
2022-11-23 16:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.01, R 0.379 s 0.239
2022-11-23 16:11 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=0.1, R 0.308 s 0.009
2022-11-23 16:11 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=0.1, R 0.430 s 0.064
2022-11-23 16:12 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=1, R 0.379 s 0.337
2022-11-23 16:12 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=1, R 0.851 s 0.083
2022-11-23 16:16 R tpch arrow, native, memory_map=False, TPCH-05, scale_factor=10, R 0.882 s 1.213
2022-11-23 16:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.1, R 0.195 s -0.258
2022-11-23 16:17 R tpch arrow, parquet, memory_map=False, TPCH-05, scale_factor=10, R 8.081 s 0.913
2022-11-23 16:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.1, R 0.308 s -0.320
2022-11-23 16:17 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=0.01, R 0.195 s -0.414
2022-11-23 16:17 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=0.01, R 0.264 s -0.114
2022-11-23 16:18 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=1, R 0.224 s -0.450
2022-11-23 16:18 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=1, R 0.706 s -0.064
2022-11-23 16:22 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.01, R 0.415 s -0.285
2022-11-23 16:23 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=0.1, R 0.454 s 0.241
2022-11-23 16:22 R tpch arrow, parquet, memory_map=False, TPCH-06, scale_factor=10, R 5.038 s 0.165
2022-11-23 16:22 R tpch arrow, native, memory_map=False, TPCH-06, scale_factor=10, R 0.493 s 0.590
2022-11-23 16:22 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.01, R 0.333 s -0.224
2022-11-23 16:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=0.1, R 0.338 s -0.165
2022-11-23 16:24 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=1, R 0.875 s 0.038
2022-11-23 16:23 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=1, R 0.418 s -0.093
2022-11-23 16:29 R tpch arrow, parquet, memory_map=False, TPCH-07, scale_factor=10, R 8.690 s -1.441
2022-11-23 16:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.1, R 0.382 s -0.049
2022-11-23 16:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.01, R 0.465 s 0.106
2022-11-23 16:28 R tpch arrow, native, memory_map=False, TPCH-07, scale_factor=10, R 1.056 s 1.006
2022-11-23 16:29 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=0.01, R 0.373 s 0.138
2022-11-23 16:29 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=0.1, R 0.514 s -0.001
2022-11-23 16:30 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=1, R 0.424 s -0.075
2022-11-23 16:30 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=1, R 0.916 s 0.393
2022-11-23 16:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.01, R 0.396 s 0.087
2022-11-23 16:35 R tpch arrow, native, memory_map=False, TPCH-08, scale_factor=10, R 0.787 s 0.987
2022-11-23 16:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.01, R 0.316 s -0.226
2022-11-23 16:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.01, R 0.297 s -0.247
2022-11-23 16:44 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=1, R 0.393 s -0.275
2022-11-23 16:49 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=10, R 9.361 s -2.171
2022-11-23 16:37 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=1, R 1.002 s 0.125
2022-11-23 16:35 R tpch arrow, parquet, memory_map=False, TPCH-08, scale_factor=10, R 10.065 s 0.348
2022-11-23 16:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.01, R 0.371 s -0.229
2022-11-23 16:44 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=1, R 0.855 s 0.104
2022-11-23 16:36 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=0.1, R 0.346 s -0.121
2022-11-23 16:42 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=10, R 1.341 s 0.524
2022-11-23 16:52 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=10, R 10.664 s 0.711
2022-11-23 16:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.01, R 0.323 s 0.101
2022-11-23 16:36 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=0.1, R 0.461 s -0.175
2022-11-23 16:52 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=0.1, R 0.495 s -0.069
2022-11-23 16:43 R tpch arrow, parquet, memory_map=False, TPCH-09, scale_factor=10, R 11.506 s -0.544
2022-11-23 16:37 R tpch arrow, native, memory_map=False, TPCH-09, scale_factor=1, R 0.523 s 0.256
2022-11-23 16:43 R tpch arrow, parquet, memory_map=False, TPCH-10, scale_factor=0.1, R 0.415 s 0.248
2022-11-23 16:53 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=1, R 3.074 s 0.648
2022-11-23 16:43 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=0.1, R 0.303 s -0.043
2022-11-23 16:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=1, R 0.987 s -0.458
2022-11-23 16:53 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=1, R 0.650 s -0.128
2022-11-23 16:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.01, R 0.326 s 0.171
2022-11-23 17:11 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.1, R 0.249 s -0.729
2022-11-23 17:11 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=1, R 0.295 s -0.419
2022-11-23 17:15 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=10, R 0.813 s 0.908
2022-11-23 16:48 R tpch arrow, native, memory_map=False, TPCH-10, scale_factor=10, R 1.151 s 1.153
2022-11-23 16:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.1, R 0.274 s 0.018
2022-11-23 16:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.01, R 0.244 s -0.240
2022-11-23 16:58 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=10, R 3.567 s 0.451
2022-11-23 16:49 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=0.01, R 0.250 s -0.404
2022-11-23 16:50 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=1, R 0.393 s 0.285
2022-11-23 16:52 R tpch arrow, native, memory_map=False, TPCH-12, scale_factor=0.1, R 0.368 s -0.025
2022-11-23 16:50 R tpch arrow, parquet, memory_map=False, TPCH-11, scale_factor=0.1, R 0.402 s 0.102
2022-11-23 17:03 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=10, R 15.391 s 0.825
2022-11-23 17:08 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=10, R 2.299 s 0.100
2022-11-23 16:51 R tpch arrow, native, memory_map=False, TPCH-11, scale_factor=10, R 1.069 s 0.540
2022-11-23 17:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.1, R 0.479 s 0.111
2022-11-23 17:01 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=1, R 1.257 s 0.200
2022-11-23 17:10 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=10, R 28.546 s 0.980
2022-11-23 17:32 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.01, R 0.397 s -0.361
2022-11-23 17:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.01, R 0.293 s 0.087
2022-11-23 17:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=1, R 0.548 s 0.087
2022-11-23 17:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.1, R 0.376 s 0.145
2022-11-23 17:00 R tpch arrow, parquet, memory_map=False, TPCH-13, scale_factor=0.1, R 0.531 s 0.185
2022-11-23 17:12 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=1, R 0.820 s -0.299
2022-11-23 17:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.01, R 0.338 s 0.013
2022-11-23 17:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.1, R 0.399 s -0.327
2022-11-23 17:10 R tpch arrow, native, memory_map=False, TPCH-15, scale_factor=0.01, R 0.244 s -0.147
2022-11-23 17:17 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=1, R 0.870 s 0.119
2022-11-23 17:04 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=0.01, R 0.330 s 0.105
2022-11-23 17:05 R tpch arrow, parquet, memory_map=False, TPCH-14, scale_factor=1, R 2.512 s 0.775
2022-11-23 17:16 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=10, R 6.049 s 0.331
2022-11-23 17:20 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=1, R 2.717 s -0.028
2022-11-23 17:23 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=10, R 0.911 s 0.464
2022-11-23 17:00 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=0.01, R 0.225 s -1.024
2022-11-23 17:01 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=1, R 0.808 s -0.649
2022-11-23 17:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.1, R 0.264 s -0.045
2022-11-23 17:00 R tpch arrow, parquet, memory_map=False, TPCH-12, scale_factor=10, R 35.237 s -0.001
2022-11-23 17:25 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.01, R 0.236 s -0.403
2022-11-23 17:27 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=1, R 0.745 s 0.196
2022-11-23 17:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.01, R 0.238 s -0.534
2022-11-23 17:02 R tpch arrow, native, memory_map=False, TPCH-13, scale_factor=10, R 4.627 s 0.475
2022-11-23 17:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=0.1, R 0.267 s -0.438
2022-11-23 17:03 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.01, R 0.249 s -0.376
2022-11-23 17:04 R tpch arrow, native, memory_map=False, TPCH-14, scale_factor=0.1, R 0.279 s 0.065
2022-11-23 17:18 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=0.01, R 0.258 s -0.366
2022-11-23 17:16 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=1, R 0.392 s -0.271
2022-11-23 17:25 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=10, R 31.235 s 0.889
2022-11-23 17:31 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=10, R 4.333 s 0.913
2022-11-23 17:32 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=10, R 13.145 s 0.752
2022-11-23 17:33 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=0.1, R 0.596 s -0.027
2022-11-23 17:10 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.01, R 0.314 s 0.001
2022-11-23 17:16 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=0.01, R 0.304 s 0.255
2022-11-23 17:19 R tpch arrow, parquet, memory_map=False, TPCH-17, scale_factor=0.1, R 0.503 s -0.544
2022-11-23 17:26 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=0.1, R 0.256 s -0.326
2022-11-23 17:27 R tpch arrow, native, memory_map=False, TPCH-18, scale_factor=1, R 0.507 s 0.054
2022-11-23 17:11 R tpch arrow, parquet, memory_map=False, TPCH-15, scale_factor=0.1, R 0.370 s -0.746
2022-11-23 17:18 R tpch arrow, parquet, memory_map=False, TPCH-16, scale_factor=10, R 11.449 s 1.117
2022-11-23 17:26 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.01, R 0.308 s 0.109
2022-11-23 17:26 R tpch arrow, parquet, memory_map=False, TPCH-18, scale_factor=0.1, R 0.347 s -0.011
2022-11-23 17:41 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=1, R 0.359 s -0.449
2022-11-23 17:38 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=10, R 8.456 s 0.720
2022-11-23 17:17 R tpch arrow, native, memory_map=False, TPCH-16, scale_factor=10, R 1.103 s 0.403
2022-11-23 17:45 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=10, R 0.899 s 0.684
2022-11-23 17:40 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.1, R 0.525 s 0.199
2022-11-23 17:19 R tpch arrow, native, memory_map=False, TPCH-17, scale_factor=1, R 0.319 s -0.304
2022-11-23 17:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=1, R 1.142 s 0.438
2022-11-23 17:41 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=1, R 3.332 s 0.788
2022-11-23 17:32 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.01, R 0.310 s -0.456
2022-11-23 17:33 R tpch arrow, native, memory_map=False, TPCH-19, scale_factor=0.1, R 0.499 s -0.413
2022-11-23 17:40 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=10, R 30.575 s 0.971
2022-11-23 17:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.01, R 0.530 s -0.133
2022-11-23 17:40 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.01, R 0.305 s -0.099
2022-11-23 17:47 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=10, R 36.514 s 0.382
2022-11-23 17:49 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=1, R 5.023 s -0.016
2022-11-23 17:34 R tpch arrow, parquet, memory_map=False, TPCH-19, scale_factor=1, R 3.033 s 0.296
2022-11-23 17:40 R tpch arrow, native, memory_map=False, TPCH-20, scale_factor=0.1, R 0.314 s -0.840
2022-11-23 17:48 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=0.1, R 0.960 s -0.257
2022-11-23 17:40 R tpch arrow, parquet, memory_map=False, TPCH-20, scale_factor=0.01, R 0.403 s -0.156
2022-11-23 17:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.01, R 0.434 s -0.099
2022-11-23 17:48 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=0.1, R 0.812 s 0.334
2022-11-23 17:49 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=1, R 3.541 s 0.069
2022-11-23 17:59 R tpch arrow, parquet, memory_map=False, TPCH-21, scale_factor=10, R 52.729 s 0.281
2022-11-23 17:59 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.01, R 0.300 s 0.406
2022-11-23 17:59 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.01, R 0.231 s -0.051
2022-11-23 18:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=1, R 0.269 s -0.649
2022-11-23 18:01 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=10, R 0.390 s 0.306
2022-11-23 18:02 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=10, R 11.070 s 0.950
2022-11-23 18:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=1, R 0.713 s 0.150
2022-11-23 17:56 R tpch arrow, native, memory_map=False, TPCH-21, scale_factor=10, R 38.095 s 1.041
2022-11-23 18:00 R tpch arrow, native, memory_map=False, TPCH-22, scale_factor=0.1, R 0.238 s -0.175
2022-11-23 18:00 R tpch arrow, parquet, memory_map=False, TPCH-22, scale_factor=0.1, R 0.346 s -0.077